======================================================= RESTART [11-22 14:34:22] ======================================================= ======================================================= RESTART [11-22 14:34:22] ======================================================= ======================================================= RESTART [11-22 14:34:22] ======================================================= ======================================================= RESTART [11-22 14:34:22] ======================================================= /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2198: UserWarning: Overwriting vit_tiny_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2207: UserWarning: Overwriting vit_tiny_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2216: UserWarning: Overwriting vit_small_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2225: UserWarning: Overwriting vit_small_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2234: UserWarning: Overwriting vit_small_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2243: UserWarning: Overwriting vit_small_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2252: UserWarning: Overwriting vit_small_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2261: UserWarning: Overwriting vit_base_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2271: UserWarning: Overwriting vit_base_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2281: UserWarning: Overwriting vit_base_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2291: UserWarning: Overwriting vit_base_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2301: UserWarning: Overwriting vit_base_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2311: UserWarning: Overwriting vit_large_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2320: UserWarning: Overwriting vit_large_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2330: UserWarning: Overwriting vit_large_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2340: UserWarning: Overwriting vit_large_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2350: UserWarning: Overwriting vit_large_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2359: UserWarning: Overwriting vit_huge_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2368: UserWarning: Overwriting vit_giant_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2377: UserWarning: Overwriting vit_gigantic_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2387: UserWarning: Overwriting vit_base_patch16_224_miil in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224_miil. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224_miil(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2398: UserWarning: Overwriting vit_medium_patch16_gap_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2410: UserWarning: Overwriting vit_medium_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2422: UserWarning: Overwriting vit_medium_patch16_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2434: UserWarning: Overwriting vit_betwixt_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2446: UserWarning: Overwriting vit_base_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2457: UserWarning: Overwriting vit_huge_patch14_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2468: UserWarning: Overwriting vit_huge_patch16_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch16_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch16_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2479: UserWarning: Overwriting vit_giant_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2491: UserWarning: Overwriting vit_xsmall_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_xsmall_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_xsmall_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2500: UserWarning: Overwriting vit_medium_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2510: UserWarning: Overwriting vit_medium_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2519: UserWarning: Overwriting vit_betwixt_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2529: UserWarning: Overwriting vit_base_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2540: UserWarning: Overwriting vit_base_patch32_clip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2551: UserWarning: Overwriting vit_base_patch32_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2562: UserWarning: Overwriting vit_base_patch32_clip_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2573: UserWarning: Overwriting vit_base_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2583: UserWarning: Overwriting vit_base_patch16_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2593: UserWarning: Overwriting vit_large_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2603: UserWarning: Overwriting vit_large_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2613: UserWarning: Overwriting vit_huge_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2623: UserWarning: Overwriting vit_huge_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2633: UserWarning: Overwriting vit_huge_patch14_clip_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2643: UserWarning: Overwriting vit_giant_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2656: UserWarning: Overwriting vit_gigantic_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2669: UserWarning: Overwriting vit_base_patch32_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2681: UserWarning: Overwriting vit_base_patch16_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2693: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2705: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2717: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2729: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2743: UserWarning: Overwriting vit_base_patch32_plus_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_plus_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_plus_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2753: UserWarning: Overwriting vit_base_patch16_plus_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_plus_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_plus_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2763: UserWarning: Overwriting vit_base_patch16_rpn_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_rpn_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_rpn_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2775: UserWarning: Overwriting vit_small_patch16_36x1_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_36x1_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_36x1_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2787: UserWarning: Overwriting vit_small_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2800: UserWarning: Overwriting vit_base_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2812: UserWarning: Overwriting eva_large_patch14_196 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_196. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_196(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2821: UserWarning: Overwriting eva_large_patch14_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2829: UserWarning: Overwriting flexivit_small in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_small. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_small(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2838: UserWarning: Overwriting flexivit_base in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_base. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_base(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2847: UserWarning: Overwriting flexivit_large in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_large. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_large(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2856: UserWarning: Overwriting vit_base_patch16_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2869: UserWarning: Overwriting vit_large_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2882: UserWarning: Overwriting vit_huge_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2895: UserWarning: Overwriting vit_small_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2905: UserWarning: Overwriting vit_base_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2915: UserWarning: Overwriting vit_large_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2925: UserWarning: Overwriting vit_giant_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2942: UserWarning: Overwriting vit_small_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2955: UserWarning: Overwriting vit_base_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2968: UserWarning: Overwriting vit_large_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2981: UserWarning: Overwriting vit_giant_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2998: UserWarning: Overwriting vit_base_patch16_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3008: UserWarning: Overwriting vit_base_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3018: UserWarning: Overwriting vit_base_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3028: UserWarning: Overwriting vit_base_patch16_siglip_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3038: UserWarning: Overwriting vit_large_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3048: UserWarning: Overwriting vit_large_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3058: UserWarning: Overwriting vit_so400m_patch14_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3068: UserWarning: Overwriting vit_so400m_patch14_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3078: UserWarning: Overwriting vit_base_patch16_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3089: UserWarning: Overwriting vit_base_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3100: UserWarning: Overwriting vit_base_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3111: UserWarning: Overwriting vit_base_patch16_siglip_gap_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3122: UserWarning: Overwriting vit_large_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3133: UserWarning: Overwriting vit_large_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3144: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3156: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3168: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3180: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_896 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_896. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_896(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3192: UserWarning: Overwriting vit_wee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_wee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_wee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3203: UserWarning: Overwriting vit_pwee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_pwee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_pwee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3214: UserWarning: Overwriting vit_little_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3225: UserWarning: Overwriting vit_little_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3236: UserWarning: Overwriting vit_medium_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3247: UserWarning: Overwriting vit_medium_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3258: UserWarning: Overwriting vit_mediumd_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_mediumd_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_mediumd_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3269: UserWarning: Overwriting vit_betwixt_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3280: UserWarning: Overwriting vit_betwixt_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3291: UserWarning: Overwriting vit_base_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3302: UserWarning: Overwriting vit_so150m_patch16_reg4_map_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_map_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_map_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3313: UserWarning: Overwriting vit_so150m_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: model.safetensors: 0%| | 0.00/346M [00:00 VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2207: UserWarning: Overwriting vit_tiny_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2216: UserWarning: Overwriting vit_small_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2225: UserWarning: Overwriting vit_small_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2234: UserWarning: Overwriting vit_small_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2243: UserWarning: Overwriting vit_small_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2252: UserWarning: Overwriting vit_small_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2261: UserWarning: Overwriting vit_base_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2271: UserWarning: Overwriting vit_base_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2281: UserWarning: Overwriting vit_base_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2291: UserWarning: Overwriting vit_base_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2301: UserWarning: Overwriting vit_base_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2311: UserWarning: Overwriting vit_large_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2320: UserWarning: Overwriting vit_large_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2330: UserWarning: Overwriting vit_large_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2340: UserWarning: Overwriting vit_large_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2350: UserWarning: Overwriting vit_large_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2359: UserWarning: Overwriting vit_huge_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2368: UserWarning: Overwriting vit_giant_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2377: UserWarning: Overwriting vit_gigantic_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2387: UserWarning: Overwriting vit_base_patch16_224_miil in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224_miil. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224_miil(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2398: UserWarning: Overwriting vit_medium_patch16_gap_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2410: UserWarning: Overwriting vit_medium_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2422: UserWarning: Overwriting vit_medium_patch16_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2434: UserWarning: Overwriting vit_betwixt_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2446: UserWarning: Overwriting vit_base_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2457: UserWarning: Overwriting vit_huge_patch14_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2468: UserWarning: Overwriting vit_huge_patch16_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch16_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch16_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2479: UserWarning: Overwriting vit_giant_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2491: UserWarning: Overwriting vit_xsmall_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_xsmall_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_xsmall_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2500: UserWarning: Overwriting vit_medium_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2510: UserWarning: Overwriting vit_medium_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2519: UserWarning: Overwriting vit_betwixt_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2529: UserWarning: Overwriting vit_base_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2540: UserWarning: Overwriting vit_base_patch32_clip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2551: UserWarning: Overwriting vit_base_patch32_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2562: UserWarning: Overwriting vit_base_patch32_clip_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2573: UserWarning: Overwriting vit_base_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2583: UserWarning: Overwriting vit_base_patch16_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2593: UserWarning: Overwriting vit_large_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2603: UserWarning: Overwriting vit_large_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2613: UserWarning: Overwriting vit_huge_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2623: UserWarning: Overwriting vit_huge_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2633: UserWarning: Overwriting vit_huge_patch14_clip_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2643: UserWarning: Overwriting vit_giant_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2656: UserWarning: Overwriting vit_gigantic_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2669: UserWarning: Overwriting vit_base_patch32_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2681: UserWarning: Overwriting vit_base_patch16_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2693: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2705: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2717: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2729: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2743: UserWarning: Overwriting vit_base_patch32_plus_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_plus_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_plus_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2753: UserWarning: Overwriting vit_base_patch16_plus_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_plus_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_plus_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2763: UserWarning: Overwriting vit_base_patch16_rpn_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_rpn_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_rpn_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2775: UserWarning: Overwriting vit_small_patch16_36x1_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_36x1_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_36x1_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2787: UserWarning: Overwriting vit_small_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2800: UserWarning: Overwriting vit_base_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2812: UserWarning: Overwriting eva_large_patch14_196 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_196. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_196(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2821: UserWarning: Overwriting eva_large_patch14_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2829: UserWarning: Overwriting flexivit_small in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_small. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_small(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2838: UserWarning: Overwriting flexivit_base in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_base. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_base(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2847: UserWarning: Overwriting flexivit_large in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_large. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_large(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2856: UserWarning: Overwriting vit_base_patch16_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2869: UserWarning: Overwriting vit_large_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2882: UserWarning: Overwriting vit_huge_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2895: UserWarning: Overwriting vit_small_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2905: UserWarning: Overwriting vit_base_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2915: UserWarning: Overwriting vit_large_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2925: UserWarning: Overwriting vit_giant_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2942: UserWarning: Overwriting vit_small_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2955: UserWarning: Overwriting vit_base_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2968: UserWarning: Overwriting vit_large_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2981: UserWarning: Overwriting vit_giant_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2998: UserWarning: Overwriting vit_base_patch16_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3008: UserWarning: Overwriting vit_base_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3018: UserWarning: Overwriting vit_base_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3028: UserWarning: Overwriting vit_base_patch16_siglip_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3038: UserWarning: Overwriting vit_large_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3048: UserWarning: Overwriting vit_large_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3058: UserWarning: Overwriting vit_so400m_patch14_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3068: UserWarning: Overwriting vit_so400m_patch14_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3078: UserWarning: Overwriting vit_base_patch16_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3089: UserWarning: Overwriting vit_base_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3100: UserWarning: Overwriting vit_base_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3111: UserWarning: Overwriting vit_base_patch16_siglip_gap_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3122: UserWarning: Overwriting vit_large_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3133: UserWarning: Overwriting vit_large_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3144: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3156: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3168: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3180: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_896 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_896. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_896(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3192: UserWarning: Overwriting vit_wee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_wee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_wee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3203: UserWarning: Overwriting vit_pwee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_pwee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_pwee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3214: UserWarning: Overwriting vit_little_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3225: UserWarning: Overwriting vit_little_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3236: UserWarning: Overwriting vit_medium_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3247: UserWarning: Overwriting vit_medium_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3258: UserWarning: Overwriting vit_mediumd_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_mediumd_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_mediumd_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3269: UserWarning: Overwriting vit_betwixt_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3280: UserWarning: Overwriting vit_betwixt_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3291: UserWarning: Overwriting vit_base_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3302: UserWarning: Overwriting vit_so150m_patch16_reg4_map_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_map_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_map_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3313: UserWarning: Overwriting vit_so150m_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/train.py:99: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature. checkpoint = torch.load(vae_ckpt, map_location="cpu") /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2198: UserWarning: Overwriting vit_tiny_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2207: UserWarning: Overwriting vit_tiny_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2216: UserWarning: Overwriting vit_small_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2225: UserWarning: Overwriting vit_small_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2234: UserWarning: Overwriting vit_small_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2243: UserWarning: Overwriting vit_small_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2252: UserWarning: Overwriting vit_small_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2261: UserWarning: Overwriting vit_base_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2271: UserWarning: Overwriting vit_base_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2281: UserWarning: Overwriting vit_base_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2291: UserWarning: Overwriting vit_base_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2301: UserWarning: Overwriting vit_base_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2311: UserWarning: Overwriting vit_large_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2320: UserWarning: Overwriting vit_large_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2330: UserWarning: Overwriting vit_large_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2340: UserWarning: Overwriting vit_large_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2350: UserWarning: Overwriting vit_large_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2359: UserWarning: Overwriting vit_huge_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2368: UserWarning: Overwriting vit_giant_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2377: UserWarning: Overwriting vit_gigantic_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2387: UserWarning: Overwriting vit_base_patch16_224_miil in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224_miil. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224_miil(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2398: UserWarning: Overwriting vit_medium_patch16_gap_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2410: UserWarning: Overwriting vit_medium_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2422: UserWarning: Overwriting vit_medium_patch16_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2434: UserWarning: Overwriting vit_betwixt_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2446: UserWarning: Overwriting vit_base_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2457: UserWarning: Overwriting vit_huge_patch14_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2468: UserWarning: Overwriting vit_huge_patch16_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch16_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch16_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2479: UserWarning: Overwriting vit_giant_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2491: UserWarning: Overwriting vit_xsmall_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_xsmall_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_xsmall_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2500: UserWarning: Overwriting vit_medium_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2510: UserWarning: Overwriting vit_medium_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2519: UserWarning: Overwriting vit_betwixt_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2529: UserWarning: Overwriting vit_base_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2540: UserWarning: Overwriting vit_base_patch32_clip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2551: UserWarning: Overwriting vit_base_patch32_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2562: UserWarning: Overwriting vit_base_patch32_clip_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2573: UserWarning: Overwriting vit_base_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2583: UserWarning: Overwriting vit_base_patch16_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2593: UserWarning: Overwriting vit_large_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2603: UserWarning: Overwriting vit_large_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2613: UserWarning: Overwriting vit_huge_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2623: UserWarning: Overwriting vit_huge_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2633: UserWarning: Overwriting vit_huge_patch14_clip_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2643: UserWarning: Overwriting vit_giant_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2656: UserWarning: Overwriting vit_gigantic_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2669: UserWarning: Overwriting vit_base_patch32_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2681: UserWarning: Overwriting vit_base_patch16_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2693: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2705: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2717: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2729: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2743: UserWarning: Overwriting vit_base_patch32_plus_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_plus_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_plus_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2753: UserWarning: Overwriting vit_base_patch16_plus_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_plus_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_plus_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2763: UserWarning: Overwriting vit_base_patch16_rpn_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_rpn_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_rpn_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2775: UserWarning: Overwriting vit_small_patch16_36x1_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_36x1_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_36x1_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2787: UserWarning: Overwriting vit_small_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2800: UserWarning: Overwriting vit_base_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2812: UserWarning: Overwriting eva_large_patch14_196 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_196. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_196(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2821: UserWarning: Overwriting eva_large_patch14_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2829: UserWarning: Overwriting flexivit_small in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_small. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_small(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2838: UserWarning: Overwriting flexivit_base in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_base. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_base(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2847: UserWarning: Overwriting flexivit_large in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_large. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_large(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2856: UserWarning: Overwriting vit_base_patch16_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2869: UserWarning: Overwriting vit_large_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2882: UserWarning: Overwriting vit_huge_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2895: UserWarning: Overwriting vit_small_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2905: UserWarning: Overwriting vit_base_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2915: UserWarning: Overwriting vit_large_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2925: UserWarning: Overwriting vit_giant_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2942: UserWarning: Overwriting vit_small_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2955: UserWarning: Overwriting vit_base_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2968: UserWarning: Overwriting vit_large_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2981: UserWarning: Overwriting vit_giant_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2998: UserWarning: Overwriting vit_base_patch16_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3008: UserWarning: Overwriting vit_base_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3018: UserWarning: Overwriting vit_base_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3028: UserWarning: Overwriting vit_base_patch16_siglip_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3038: UserWarning: Overwriting vit_large_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3048: UserWarning: Overwriting vit_large_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3058: UserWarning: Overwriting vit_so400m_patch14_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3068: UserWarning: Overwriting vit_so400m_patch14_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3078: UserWarning: Overwriting vit_base_patch16_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3089: UserWarning: Overwriting vit_base_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3100: UserWarning: Overwriting vit_base_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3111: UserWarning: Overwriting vit_base_patch16_siglip_gap_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3122: UserWarning: Overwriting vit_large_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3133: UserWarning: Overwriting vit_large_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3144: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3156: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3168: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3180: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_896 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_896. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_896(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3192: UserWarning: Overwriting vit_wee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_wee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_wee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3203: UserWarning: Overwriting vit_pwee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_pwee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_pwee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3214: UserWarning: Overwriting vit_little_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3225: UserWarning: Overwriting vit_little_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3236: UserWarning: Overwriting vit_medium_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3247: UserWarning: Overwriting vit_medium_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3258: UserWarning: Overwriting vit_mediumd_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_mediumd_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_mediumd_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3269: UserWarning: Overwriting vit_betwixt_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3280: UserWarning: Overwriting vit_betwixt_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3291: UserWarning: Overwriting vit_base_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3302: UserWarning: Overwriting vit_so150m_patch16_reg4_map_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_map_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_map_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3313: UserWarning: Overwriting vit_so150m_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/train.py:99: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature. checkpoint = torch.load(vae_ckpt, map_location="cpu") /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2198: UserWarning: Overwriting vit_tiny_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2207: UserWarning: Overwriting vit_tiny_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2216: UserWarning: Overwriting vit_small_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2225: UserWarning: Overwriting vit_small_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2234: UserWarning: Overwriting vit_small_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2243: UserWarning: Overwriting vit_small_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2252: UserWarning: Overwriting vit_small_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2261: UserWarning: Overwriting vit_base_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2271: UserWarning: Overwriting vit_base_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2281: UserWarning: Overwriting vit_base_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2291: UserWarning: Overwriting vit_base_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2301: UserWarning: Overwriting vit_base_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2311: UserWarning: Overwriting vit_large_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2320: UserWarning: Overwriting vit_large_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2330: UserWarning: Overwriting vit_large_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2340: UserWarning: Overwriting vit_large_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2350: UserWarning: Overwriting vit_large_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2359: UserWarning: Overwriting vit_huge_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2368: UserWarning: Overwriting vit_giant_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2377: UserWarning: Overwriting vit_gigantic_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2387: UserWarning: Overwriting vit_base_patch16_224_miil in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224_miil. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224_miil(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2398: UserWarning: Overwriting vit_medium_patch16_gap_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2410: UserWarning: Overwriting vit_medium_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2422: UserWarning: Overwriting vit_medium_patch16_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2434: UserWarning: Overwriting vit_betwixt_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2446: UserWarning: Overwriting vit_base_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2457: UserWarning: Overwriting vit_huge_patch14_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2468: UserWarning: Overwriting vit_huge_patch16_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch16_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch16_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2479: UserWarning: Overwriting vit_giant_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2491: UserWarning: Overwriting vit_xsmall_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_xsmall_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_xsmall_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2500: UserWarning: Overwriting vit_medium_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2510: UserWarning: Overwriting vit_medium_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2519: UserWarning: Overwriting vit_betwixt_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2529: UserWarning: Overwriting vit_base_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2540: UserWarning: Overwriting vit_base_patch32_clip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2551: UserWarning: Overwriting vit_base_patch32_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2562: UserWarning: Overwriting vit_base_patch32_clip_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2573: UserWarning: Overwriting vit_base_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2583: UserWarning: Overwriting vit_base_patch16_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2593: UserWarning: Overwriting vit_large_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2603: UserWarning: Overwriting vit_large_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2613: UserWarning: Overwriting vit_huge_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2623: UserWarning: Overwriting vit_huge_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2633: UserWarning: Overwriting vit_huge_patch14_clip_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2643: UserWarning: Overwriting vit_giant_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2656: UserWarning: Overwriting vit_gigantic_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2669: UserWarning: Overwriting vit_base_patch32_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2681: UserWarning: Overwriting vit_base_patch16_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2693: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2705: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2717: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2729: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2743: UserWarning: Overwriting vit_base_patch32_plus_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_plus_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_plus_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2753: UserWarning: Overwriting vit_base_patch16_plus_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_plus_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_plus_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2763: UserWarning: Overwriting vit_base_patch16_rpn_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_rpn_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_rpn_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2775: UserWarning: Overwriting vit_small_patch16_36x1_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_36x1_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_36x1_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2787: UserWarning: Overwriting vit_small_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2800: UserWarning: Overwriting vit_base_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2812: UserWarning: Overwriting eva_large_patch14_196 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_196. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_196(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2821: UserWarning: Overwriting eva_large_patch14_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2829: UserWarning: Overwriting flexivit_small in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_small. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_small(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2838: UserWarning: Overwriting flexivit_base in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_base. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_base(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2847: UserWarning: Overwriting flexivit_large in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_large. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_large(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2856: UserWarning: Overwriting vit_base_patch16_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2869: UserWarning: Overwriting vit_large_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2882: UserWarning: Overwriting vit_huge_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2895: UserWarning: Overwriting vit_small_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2905: UserWarning: Overwriting vit_base_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2915: UserWarning: Overwriting vit_large_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2925: UserWarning: Overwriting vit_giant_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2942: UserWarning: Overwriting vit_small_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2955: UserWarning: Overwriting vit_base_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2968: UserWarning: Overwriting vit_large_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2981: UserWarning: Overwriting vit_giant_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2998: UserWarning: Overwriting vit_base_patch16_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3008: UserWarning: Overwriting vit_base_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3018: UserWarning: Overwriting vit_base_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3028: UserWarning: Overwriting vit_base_patch16_siglip_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3038: UserWarning: Overwriting vit_large_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3048: UserWarning: Overwriting vit_large_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3058: UserWarning: Overwriting vit_so400m_patch14_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3068: UserWarning: Overwriting vit_so400m_patch14_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3078: UserWarning: Overwriting vit_base_patch16_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3089: UserWarning: Overwriting vit_base_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3100: UserWarning: Overwriting vit_base_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3111: UserWarning: Overwriting vit_base_patch16_siglip_gap_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3122: UserWarning: Overwriting vit_large_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3133: UserWarning: Overwriting vit_large_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3144: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3156: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3168: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3180: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_896 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_896. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_896(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3192: UserWarning: Overwriting vit_wee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_wee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_wee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3203: UserWarning: Overwriting vit_pwee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_pwee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_pwee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3214: UserWarning: Overwriting vit_little_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3225: UserWarning: Overwriting vit_little_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3236: UserWarning: Overwriting vit_medium_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3247: UserWarning: Overwriting vit_medium_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3258: UserWarning: Overwriting vit_mediumd_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_mediumd_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_mediumd_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3269: UserWarning: Overwriting vit_betwixt_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3280: UserWarning: Overwriting vit_betwixt_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3291: UserWarning: Overwriting vit_base_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3302: UserWarning: Overwriting vit_so150m_patch16_reg4_map_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_map_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_map_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3313: UserWarning: Overwriting vit_so150m_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/train.py:99: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature. checkpoint = torch.load(vae_ckpt, map_location="cpu") /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2198: UserWarning: Overwriting vit_tiny_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2207: UserWarning: Overwriting vit_tiny_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2216: UserWarning: Overwriting vit_small_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2225: UserWarning: Overwriting vit_small_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2234: UserWarning: Overwriting vit_small_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2243: UserWarning: Overwriting vit_small_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2252: UserWarning: Overwriting vit_small_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2261: UserWarning: Overwriting vit_base_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2271: UserWarning: Overwriting vit_base_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2281: UserWarning: Overwriting vit_base_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2291: UserWarning: Overwriting vit_base_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2301: UserWarning: Overwriting vit_base_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2311: UserWarning: Overwriting vit_large_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2320: UserWarning: Overwriting vit_large_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2330: UserWarning: Overwriting vit_large_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2340: UserWarning: Overwriting vit_large_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2350: UserWarning: Overwriting vit_large_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2359: UserWarning: Overwriting vit_huge_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2368: UserWarning: Overwriting vit_giant_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2377: UserWarning: Overwriting vit_gigantic_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2387: UserWarning: Overwriting vit_base_patch16_224_miil in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224_miil. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224_miil(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2398: UserWarning: Overwriting vit_medium_patch16_gap_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2410: UserWarning: Overwriting vit_medium_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2422: UserWarning: Overwriting vit_medium_patch16_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2434: UserWarning: Overwriting vit_betwixt_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2446: UserWarning: Overwriting vit_base_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2457: UserWarning: Overwriting vit_huge_patch14_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2468: UserWarning: Overwriting vit_huge_patch16_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch16_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch16_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2479: UserWarning: Overwriting vit_giant_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2491: UserWarning: Overwriting vit_xsmall_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_xsmall_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_xsmall_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2500: UserWarning: Overwriting vit_medium_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2510: UserWarning: Overwriting vit_medium_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2519: UserWarning: Overwriting vit_betwixt_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2529: UserWarning: Overwriting vit_base_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2540: UserWarning: Overwriting vit_base_patch32_clip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2551: UserWarning: Overwriting vit_base_patch32_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2562: UserWarning: Overwriting vit_base_patch32_clip_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2573: UserWarning: Overwriting vit_base_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2583: UserWarning: Overwriting vit_base_patch16_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2593: UserWarning: Overwriting vit_large_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2603: UserWarning: Overwriting vit_large_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2613: UserWarning: Overwriting vit_huge_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2623: UserWarning: Overwriting vit_huge_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2633: UserWarning: Overwriting vit_huge_patch14_clip_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2643: UserWarning: Overwriting vit_giant_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2656: UserWarning: Overwriting vit_gigantic_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2669: UserWarning: Overwriting vit_base_patch32_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2681: UserWarning: Overwriting vit_base_patch16_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2693: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2705: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2717: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2729: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2743: UserWarning: Overwriting vit_base_patch32_plus_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_plus_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_plus_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2753: UserWarning: Overwriting vit_base_patch16_plus_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_plus_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_plus_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2763: UserWarning: Overwriting vit_base_patch16_rpn_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_rpn_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_rpn_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2775: UserWarning: Overwriting vit_small_patch16_36x1_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_36x1_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_36x1_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2787: UserWarning: Overwriting vit_small_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2800: UserWarning: Overwriting vit_base_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2812: UserWarning: Overwriting eva_large_patch14_196 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_196. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_196(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2821: UserWarning: Overwriting eva_large_patch14_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2829: UserWarning: Overwriting flexivit_small in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_small. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_small(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2838: UserWarning: Overwriting flexivit_base in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_base. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_base(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2847: UserWarning: Overwriting flexivit_large in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_large. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_large(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2856: UserWarning: Overwriting vit_base_patch16_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2869: UserWarning: Overwriting vit_large_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2882: UserWarning: Overwriting vit_huge_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2895: UserWarning: Overwriting vit_small_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2905: UserWarning: Overwriting vit_base_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2915: UserWarning: Overwriting vit_large_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2925: UserWarning: Overwriting vit_giant_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2942: UserWarning: Overwriting vit_small_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2955: UserWarning: Overwriting vit_base_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2968: UserWarning: Overwriting vit_large_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2981: UserWarning: Overwriting vit_giant_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2998: UserWarning: Overwriting vit_base_patch16_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3008: UserWarning: Overwriting vit_base_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3018: UserWarning: Overwriting vit_base_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3028: UserWarning: Overwriting vit_base_patch16_siglip_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3038: UserWarning: Overwriting vit_large_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3048: UserWarning: Overwriting vit_large_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3058: UserWarning: Overwriting vit_so400m_patch14_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3068: UserWarning: Overwriting vit_so400m_patch14_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3078: UserWarning: Overwriting vit_base_patch16_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3089: UserWarning: Overwriting vit_base_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3100: UserWarning: Overwriting vit_base_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3111: UserWarning: Overwriting vit_base_patch16_siglip_gap_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3122: UserWarning: Overwriting vit_large_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3133: UserWarning: Overwriting vit_large_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3144: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3156: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3168: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3180: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_896 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_896. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_896(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3192: UserWarning: Overwriting vit_wee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_wee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_wee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3203: UserWarning: Overwriting vit_pwee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_pwee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_pwee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3214: UserWarning: Overwriting vit_little_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3225: UserWarning: Overwriting vit_little_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3236: UserWarning: Overwriting vit_medium_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3247: UserWarning: Overwriting vit_medium_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3258: UserWarning: Overwriting vit_mediumd_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_mediumd_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_mediumd_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3269: UserWarning: Overwriting vit_betwixt_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3280: UserWarning: Overwriting vit_betwixt_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3291: UserWarning: Overwriting vit_base_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3302: UserWarning: Overwriting vit_so150m_patch16_reg4_map_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_map_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_map_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3313: UserWarning: Overwriting vit_so150m_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/train.py:99: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature. checkpoint = torch.load(vae_ckpt, map_location="cpu") /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2198: UserWarning: Overwriting vit_tiny_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2207: UserWarning: Overwriting vit_tiny_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2216: UserWarning: Overwriting vit_small_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2225: UserWarning: Overwriting vit_small_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2234: UserWarning: Overwriting vit_small_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2243: UserWarning: Overwriting vit_small_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2252: UserWarning: Overwriting vit_small_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2261: UserWarning: Overwriting vit_base_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2271: UserWarning: Overwriting vit_base_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2281: UserWarning: Overwriting vit_base_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2291: UserWarning: Overwriting vit_base_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2301: UserWarning: Overwriting vit_base_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2311: UserWarning: Overwriting vit_large_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2320: UserWarning: Overwriting vit_large_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2330: UserWarning: Overwriting vit_large_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2340: UserWarning: Overwriting vit_large_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2350: UserWarning: Overwriting vit_large_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2359: UserWarning: Overwriting vit_huge_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2368: UserWarning: Overwriting vit_giant_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2377: UserWarning: Overwriting vit_gigantic_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2387: UserWarning: Overwriting vit_base_patch16_224_miil in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224_miil. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224_miil(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2398: UserWarning: Overwriting vit_medium_patch16_gap_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2410: UserWarning: Overwriting vit_medium_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2422: UserWarning: Overwriting vit_medium_patch16_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2434: UserWarning: Overwriting vit_betwixt_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2446: UserWarning: Overwriting vit_base_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2457: UserWarning: Overwriting vit_huge_patch14_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2468: UserWarning: Overwriting vit_huge_patch16_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch16_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch16_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2479: UserWarning: Overwriting vit_giant_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2491: UserWarning: Overwriting vit_xsmall_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_xsmall_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_xsmall_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2500: UserWarning: Overwriting vit_medium_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2510: UserWarning: Overwriting vit_medium_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2519: UserWarning: Overwriting vit_betwixt_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2529: UserWarning: Overwriting vit_base_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2540: UserWarning: Overwriting vit_base_patch32_clip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2551: UserWarning: Overwriting vit_base_patch32_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2562: UserWarning: Overwriting vit_base_patch32_clip_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2573: UserWarning: Overwriting vit_base_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2583: UserWarning: Overwriting vit_base_patch16_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2593: UserWarning: Overwriting vit_large_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2603: UserWarning: Overwriting vit_large_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2613: UserWarning: Overwriting vit_huge_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2623: UserWarning: Overwriting vit_huge_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2633: UserWarning: Overwriting vit_huge_patch14_clip_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2643: UserWarning: Overwriting vit_giant_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2656: UserWarning: Overwriting vit_gigantic_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2669: UserWarning: Overwriting vit_base_patch32_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2681: UserWarning: Overwriting vit_base_patch16_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2693: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2705: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2717: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2729: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2743: UserWarning: Overwriting vit_base_patch32_plus_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_plus_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_plus_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2753: UserWarning: Overwriting vit_base_patch16_plus_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_plus_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_plus_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2763: UserWarning: Overwriting vit_base_patch16_rpn_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_rpn_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_rpn_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2775: UserWarning: Overwriting vit_small_patch16_36x1_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_36x1_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_36x1_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2787: UserWarning: Overwriting vit_small_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2800: UserWarning: Overwriting vit_base_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2812: UserWarning: Overwriting eva_large_patch14_196 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_196. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_196(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2821: UserWarning: Overwriting eva_large_patch14_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2829: UserWarning: Overwriting flexivit_small in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_small. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_small(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2838: UserWarning: Overwriting flexivit_base in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_base. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_base(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2847: UserWarning: Overwriting flexivit_large in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_large. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_large(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2856: UserWarning: Overwriting vit_base_patch16_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2869: UserWarning: Overwriting vit_large_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2882: UserWarning: Overwriting vit_huge_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2895: UserWarning: Overwriting vit_small_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2905: UserWarning: Overwriting vit_base_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2915: UserWarning: Overwriting vit_large_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2925: UserWarning: Overwriting vit_giant_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2942: UserWarning: Overwriting vit_small_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2955: UserWarning: Overwriting vit_base_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2968: UserWarning: Overwriting vit_large_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2981: UserWarning: Overwriting vit_giant_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2998: UserWarning: Overwriting vit_base_patch16_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3008: UserWarning: Overwriting vit_base_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3018: UserWarning: Overwriting vit_base_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3028: UserWarning: Overwriting vit_base_patch16_siglip_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3038: UserWarning: Overwriting vit_large_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3048: UserWarning: Overwriting vit_large_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3058: UserWarning: Overwriting vit_so400m_patch14_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3068: UserWarning: Overwriting vit_so400m_patch14_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3078: UserWarning: Overwriting vit_base_patch16_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3089: UserWarning: Overwriting vit_base_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3100: UserWarning: Overwriting vit_base_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3111: UserWarning: Overwriting vit_base_patch16_siglip_gap_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3122: UserWarning: Overwriting vit_large_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3133: UserWarning: Overwriting vit_large_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3144: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3156: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3168: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3180: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_896 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_896. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_896(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3192: UserWarning: Overwriting vit_wee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_wee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_wee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3203: UserWarning: Overwriting vit_pwee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_pwee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_pwee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3214: UserWarning: Overwriting vit_little_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3225: UserWarning: Overwriting vit_little_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3236: UserWarning: Overwriting vit_medium_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3247: UserWarning: Overwriting vit_medium_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3258: UserWarning: Overwriting vit_mediumd_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_mediumd_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_mediumd_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3269: UserWarning: Overwriting vit_betwixt_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3280: UserWarning: Overwriting vit_betwixt_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3291: UserWarning: Overwriting vit_base_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3302: UserWarning: Overwriting vit_so150m_patch16_reg4_map_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_map_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_map_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3313: UserWarning: Overwriting vit_so150m_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/train.py:99: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature. checkpoint = torch.load(vae_ckpt, map_location="cpu") /home/user/VAR/train.py:99: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature. checkpoint = torch.load(vae_ckpt, map_location="cpu") /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2198: UserWarning: Overwriting vit_tiny_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2207: UserWarning: Overwriting vit_tiny_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2216: UserWarning: Overwriting vit_small_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2225: UserWarning: Overwriting vit_small_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2234: UserWarning: Overwriting vit_small_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2243: UserWarning: Overwriting vit_small_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2252: UserWarning: Overwriting vit_small_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2261: UserWarning: Overwriting vit_base_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2271: UserWarning: Overwriting vit_base_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2281: UserWarning: Overwriting vit_base_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2291: UserWarning: Overwriting vit_base_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2301: UserWarning: Overwriting vit_base_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2311: UserWarning: Overwriting vit_large_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2320: UserWarning: Overwriting vit_large_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2330: UserWarning: Overwriting vit_large_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2340: UserWarning: Overwriting vit_large_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2350: UserWarning: Overwriting vit_large_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2359: UserWarning: Overwriting vit_huge_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2368: UserWarning: Overwriting vit_giant_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2377: UserWarning: Overwriting vit_gigantic_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2387: UserWarning: Overwriting vit_base_patch16_224_miil in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224_miil. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224_miil(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2398: UserWarning: Overwriting vit_medium_patch16_gap_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2410: UserWarning: Overwriting vit_medium_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2422: UserWarning: Overwriting vit_medium_patch16_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2434: UserWarning: Overwriting vit_betwixt_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2446: UserWarning: Overwriting vit_base_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2457: UserWarning: Overwriting vit_huge_patch14_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2468: UserWarning: Overwriting vit_huge_patch16_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch16_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch16_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2479: UserWarning: Overwriting vit_giant_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2491: UserWarning: Overwriting vit_xsmall_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_xsmall_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_xsmall_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2500: UserWarning: Overwriting vit_medium_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2510: UserWarning: Overwriting vit_medium_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2519: UserWarning: Overwriting vit_betwixt_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2529: UserWarning: Overwriting vit_base_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2540: UserWarning: Overwriting vit_base_patch32_clip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2551: UserWarning: Overwriting vit_base_patch32_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2562: UserWarning: Overwriting vit_base_patch32_clip_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2573: UserWarning: Overwriting vit_base_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2583: UserWarning: Overwriting vit_base_patch16_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2593: UserWarning: Overwriting vit_large_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2603: UserWarning: Overwriting vit_large_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2613: UserWarning: Overwriting vit_huge_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2623: UserWarning: Overwriting vit_huge_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2633: UserWarning: Overwriting vit_huge_patch14_clip_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2643: UserWarning: Overwriting vit_giant_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2656: UserWarning: Overwriting vit_gigantic_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2669: UserWarning: Overwriting vit_base_patch32_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2681: UserWarning: Overwriting vit_base_patch16_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2693: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2705: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2717: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2729: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2743: UserWarning: Overwriting vit_base_patch32_plus_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_plus_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_plus_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2753: UserWarning: Overwriting vit_base_patch16_plus_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_plus_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_plus_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2763: UserWarning: Overwriting vit_base_patch16_rpn_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_rpn_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_rpn_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2775: UserWarning: Overwriting vit_small_patch16_36x1_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_36x1_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_36x1_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2787: UserWarning: Overwriting vit_small_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2800: UserWarning: Overwriting vit_base_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2812: UserWarning: Overwriting eva_large_patch14_196 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_196. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_196(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2821: UserWarning: Overwriting eva_large_patch14_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2829: UserWarning: Overwriting flexivit_small in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_small. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_small(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2838: UserWarning: Overwriting flexivit_base in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_base. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_base(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2847: UserWarning: Overwriting flexivit_large in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_large. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_large(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2856: UserWarning: Overwriting vit_base_patch16_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2869: UserWarning: Overwriting vit_large_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2882: UserWarning: Overwriting vit_huge_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2895: UserWarning: Overwriting vit_small_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2905: UserWarning: Overwriting vit_base_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2915: UserWarning: Overwriting vit_large_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2925: UserWarning: Overwriting vit_giant_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2942: UserWarning: Overwriting vit_small_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2955: UserWarning: Overwriting vit_base_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2968: UserWarning: Overwriting vit_large_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2981: UserWarning: Overwriting vit_giant_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2998: UserWarning: Overwriting vit_base_patch16_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3008: UserWarning: Overwriting vit_base_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3018: UserWarning: Overwriting vit_base_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3028: UserWarning: Overwriting vit_base_patch16_siglip_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3038: UserWarning: Overwriting vit_large_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3048: UserWarning: Overwriting vit_large_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3058: UserWarning: Overwriting vit_so400m_patch14_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3068: UserWarning: Overwriting vit_so400m_patch14_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3078: UserWarning: Overwriting vit_base_patch16_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3089: UserWarning: Overwriting vit_base_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3100: UserWarning: Overwriting vit_base_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3111: UserWarning: Overwriting vit_base_patch16_siglip_gap_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3122: UserWarning: Overwriting vit_large_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3133: UserWarning: Overwriting vit_large_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3144: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3156: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3168: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3180: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_896 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_896. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_896(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3192: UserWarning: Overwriting vit_wee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_wee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_wee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3203: UserWarning: Overwriting vit_pwee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_pwee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_pwee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3214: UserWarning: Overwriting vit_little_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3225: UserWarning: Overwriting vit_little_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3236: UserWarning: Overwriting vit_medium_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3247: UserWarning: Overwriting vit_medium_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3258: UserWarning: Overwriting vit_mediumd_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_mediumd_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_mediumd_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3269: UserWarning: Overwriting vit_betwixt_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3280: UserWarning: Overwriting vit_betwixt_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3291: UserWarning: Overwriting vit_base_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3302: UserWarning: Overwriting vit_so150m_patch16_reg4_map_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_map_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_map_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3313: UserWarning: Overwriting vit_so150m_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/train.py:99: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature. checkpoint = torch.load(vae_ckpt, map_location="cpu") /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2198: UserWarning: Overwriting vit_tiny_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2207: UserWarning: Overwriting vit_tiny_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2216: UserWarning: Overwriting vit_small_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2225: UserWarning: Overwriting vit_small_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2234: UserWarning: Overwriting vit_small_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2243: UserWarning: Overwriting vit_small_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2252: UserWarning: Overwriting vit_small_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2261: UserWarning: Overwriting vit_base_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2271: UserWarning: Overwriting vit_base_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2281: UserWarning: Overwriting vit_base_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2291: UserWarning: Overwriting vit_base_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2301: UserWarning: Overwriting vit_base_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2311: UserWarning: Overwriting vit_large_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2320: UserWarning: Overwriting vit_large_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2330: UserWarning: Overwriting vit_large_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2340: UserWarning: Overwriting vit_large_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2350: UserWarning: Overwriting vit_large_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2359: UserWarning: Overwriting vit_huge_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2368: UserWarning: Overwriting vit_giant_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2377: UserWarning: Overwriting vit_gigantic_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2387: UserWarning: Overwriting vit_base_patch16_224_miil in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224_miil. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224_miil(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2398: UserWarning: Overwriting vit_medium_patch16_gap_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2410: UserWarning: Overwriting vit_medium_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2422: UserWarning: Overwriting vit_medium_patch16_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2434: UserWarning: Overwriting vit_betwixt_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2446: UserWarning: Overwriting vit_base_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2457: UserWarning: Overwriting vit_huge_patch14_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2468: UserWarning: Overwriting vit_huge_patch16_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch16_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch16_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2479: UserWarning: Overwriting vit_giant_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2491: UserWarning: Overwriting vit_xsmall_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_xsmall_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_xsmall_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2500: UserWarning: Overwriting vit_medium_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2510: UserWarning: Overwriting vit_medium_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2519: UserWarning: Overwriting vit_betwixt_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2529: UserWarning: Overwriting vit_base_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2540: UserWarning: Overwriting vit_base_patch32_clip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2551: UserWarning: Overwriting vit_base_patch32_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2562: UserWarning: Overwriting vit_base_patch32_clip_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2573: UserWarning: Overwriting vit_base_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2583: UserWarning: Overwriting vit_base_patch16_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2593: UserWarning: Overwriting vit_large_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2603: UserWarning: Overwriting vit_large_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2613: UserWarning: Overwriting vit_huge_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2623: UserWarning: Overwriting vit_huge_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2633: UserWarning: Overwriting vit_huge_patch14_clip_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2643: UserWarning: Overwriting vit_giant_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2656: UserWarning: Overwriting vit_gigantic_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2669: UserWarning: Overwriting vit_base_patch32_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2681: UserWarning: Overwriting vit_base_patch16_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2693: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2705: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2717: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2729: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2743: UserWarning: Overwriting vit_base_patch32_plus_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_plus_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_plus_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2753: UserWarning: Overwriting vit_base_patch16_plus_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_plus_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_plus_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2763: UserWarning: Overwriting vit_base_patch16_rpn_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_rpn_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_rpn_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2775: UserWarning: Overwriting vit_small_patch16_36x1_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_36x1_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_36x1_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2787: UserWarning: Overwriting vit_small_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2800: UserWarning: Overwriting vit_base_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2812: UserWarning: Overwriting eva_large_patch14_196 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_196. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_196(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2821: UserWarning: Overwriting eva_large_patch14_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2829: UserWarning: Overwriting flexivit_small in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_small. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_small(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2838: UserWarning: Overwriting flexivit_base in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_base. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_base(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2847: UserWarning: Overwriting flexivit_large in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_large. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_large(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2856: UserWarning: Overwriting vit_base_patch16_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2869: UserWarning: Overwriting vit_large_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2882: UserWarning: Overwriting vit_huge_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2895: UserWarning: Overwriting vit_small_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2905: UserWarning: Overwriting vit_base_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2915: UserWarning: Overwriting vit_large_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2925: UserWarning: Overwriting vit_giant_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2942: UserWarning: Overwriting vit_small_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2955: UserWarning: Overwriting vit_base_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2968: UserWarning: Overwriting vit_large_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2981: UserWarning: Overwriting vit_giant_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2998: UserWarning: Overwriting vit_base_patch16_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3008: UserWarning: Overwriting vit_base_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3018: UserWarning: Overwriting vit_base_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3028: UserWarning: Overwriting vit_base_patch16_siglip_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3038: UserWarning: Overwriting vit_large_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3048: UserWarning: Overwriting vit_large_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3058: UserWarning: Overwriting vit_so400m_patch14_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3068: UserWarning: Overwriting vit_so400m_patch14_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3078: UserWarning: Overwriting vit_base_patch16_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3089: UserWarning: Overwriting vit_base_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3100: UserWarning: Overwriting vit_base_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3111: UserWarning: Overwriting vit_base_patch16_siglip_gap_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3122: UserWarning: Overwriting vit_large_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3133: UserWarning: Overwriting vit_large_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3144: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3156: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3168: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3180: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_896 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_896. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_896(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3192: UserWarning: Overwriting vit_wee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_wee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_wee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3203: UserWarning: Overwriting vit_pwee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_pwee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_pwee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3214: UserWarning: Overwriting vit_little_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3225: UserWarning: Overwriting vit_little_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3236: UserWarning: Overwriting vit_medium_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3247: UserWarning: Overwriting vit_medium_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3258: UserWarning: Overwriting vit_mediumd_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_mediumd_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_mediumd_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3269: UserWarning: Overwriting vit_betwixt_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3280: UserWarning: Overwriting vit_betwixt_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3291: UserWarning: Overwriting vit_base_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3302: UserWarning: Overwriting vit_so150m_patch16_reg4_map_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_map_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_map_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3313: UserWarning: Overwriting vit_so150m_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/train.py:99: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature. checkpoint = torch.load(vae_ckpt, map_location="cpu") ======================================================= RESTART [11-22 14:36:54] ======================================================= ======================================================= RESTART [11-22 14:36:54] ======================================================= ======================================================= RESTART [11-22 14:36:54] ======================================================= ======================================================= RESTART [11-22 14:36:54] ======================================================= ======================================================= RESTART [11-22 14:36:54] ======================================================= ======================================================= RESTART [11-22 14:36:54] ======================================================= ======================================================= RESTART [11-22 14:36:54] ======================================================= ======================================================= RESTART [11-22 14:36:54] ======================================================= /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2198: UserWarning: Overwriting vit_tiny_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2207: UserWarning: Overwriting vit_tiny_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2216: UserWarning: Overwriting vit_small_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2225: UserWarning: Overwriting vit_small_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2234: UserWarning: Overwriting vit_small_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2243: UserWarning: Overwriting vit_small_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2252: UserWarning: Overwriting vit_small_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2261: UserWarning: Overwriting vit_base_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2271: UserWarning: Overwriting vit_base_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2281: UserWarning: Overwriting vit_base_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2291: UserWarning: Overwriting vit_base_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2301: UserWarning: Overwriting vit_base_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2311: UserWarning: Overwriting vit_large_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2320: UserWarning: Overwriting vit_large_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2330: UserWarning: Overwriting vit_large_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2340: UserWarning: Overwriting vit_large_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2350: UserWarning: Overwriting vit_large_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2359: UserWarning: Overwriting vit_huge_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2368: UserWarning: Overwriting vit_giant_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2377: UserWarning: Overwriting vit_gigantic_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2387: UserWarning: Overwriting vit_base_patch16_224_miil in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224_miil. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224_miil(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2398: UserWarning: Overwriting vit_medium_patch16_gap_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2410: UserWarning: Overwriting vit_medium_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2422: UserWarning: Overwriting vit_medium_patch16_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2434: UserWarning: Overwriting vit_betwixt_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2446: UserWarning: Overwriting vit_base_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2457: UserWarning: Overwriting vit_huge_patch14_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2468: UserWarning: Overwriting vit_huge_patch16_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch16_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch16_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2479: UserWarning: Overwriting vit_giant_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2491: UserWarning: Overwriting vit_xsmall_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_xsmall_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_xsmall_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2500: UserWarning: Overwriting vit_medium_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2510: UserWarning: Overwriting vit_medium_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2519: UserWarning: Overwriting vit_betwixt_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2529: UserWarning: Overwriting vit_base_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2540: UserWarning: Overwriting vit_base_patch32_clip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2551: UserWarning: Overwriting vit_base_patch32_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2562: UserWarning: Overwriting vit_base_patch32_clip_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2573: UserWarning: Overwriting vit_base_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2583: UserWarning: Overwriting vit_base_patch16_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2593: UserWarning: Overwriting vit_large_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2603: UserWarning: Overwriting vit_large_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2613: UserWarning: Overwriting vit_huge_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2623: UserWarning: Overwriting vit_huge_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2633: UserWarning: Overwriting vit_huge_patch14_clip_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2643: UserWarning: Overwriting vit_giant_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2656: UserWarning: Overwriting vit_gigantic_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2669: UserWarning: Overwriting vit_base_patch32_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2681: UserWarning: Overwriting vit_base_patch16_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2693: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2705: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2717: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2729: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2743: UserWarning: Overwriting vit_base_patch32_plus_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_plus_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_plus_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2753: UserWarning: Overwriting vit_base_patch16_plus_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_plus_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_plus_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2763: UserWarning: Overwriting vit_base_patch16_rpn_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_rpn_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_rpn_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2775: UserWarning: Overwriting vit_small_patch16_36x1_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_36x1_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_36x1_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2787: UserWarning: Overwriting vit_small_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2800: UserWarning: Overwriting vit_base_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2812: UserWarning: Overwriting eva_large_patch14_196 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_196. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_196(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2821: UserWarning: Overwriting eva_large_patch14_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2829: UserWarning: Overwriting flexivit_small in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_small. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_small(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2838: UserWarning: Overwriting flexivit_base in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_base. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_base(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2847: UserWarning: Overwriting flexivit_large in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_large. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_large(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2856: UserWarning: Overwriting vit_base_patch16_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2869: UserWarning: Overwriting vit_large_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2882: UserWarning: Overwriting vit_huge_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2895: UserWarning: Overwriting vit_small_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2905: UserWarning: Overwriting vit_base_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2915: UserWarning: Overwriting vit_large_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2925: UserWarning: Overwriting vit_giant_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2942: UserWarning: Overwriting vit_small_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2955: UserWarning: Overwriting vit_base_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2968: UserWarning: Overwriting vit_large_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2981: UserWarning: Overwriting vit_giant_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2998: UserWarning: Overwriting vit_base_patch16_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3008: UserWarning: Overwriting vit_base_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3018: UserWarning: Overwriting vit_base_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3028: UserWarning: Overwriting vit_base_patch16_siglip_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3038: UserWarning: Overwriting vit_large_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3048: UserWarning: Overwriting vit_large_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3058: UserWarning: Overwriting vit_so400m_patch14_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3068: UserWarning: Overwriting vit_so400m_patch14_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3078: UserWarning: Overwriting vit_base_patch16_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3089: UserWarning: Overwriting vit_base_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3100: UserWarning: Overwriting vit_base_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3111: UserWarning: Overwriting vit_base_patch16_siglip_gap_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3122: UserWarning: Overwriting vit_large_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3133: UserWarning: Overwriting vit_large_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3144: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3156: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3168: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3180: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_896 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_896. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_896(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3192: UserWarning: Overwriting vit_wee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_wee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_wee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3203: UserWarning: Overwriting vit_pwee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_pwee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_pwee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3214: UserWarning: Overwriting vit_little_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3225: UserWarning: Overwriting vit_little_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3236: UserWarning: Overwriting vit_medium_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3247: UserWarning: Overwriting vit_medium_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3258: UserWarning: Overwriting vit_mediumd_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_mediumd_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_mediumd_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3269: UserWarning: Overwriting vit_betwixt_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3280: UserWarning: Overwriting vit_betwixt_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3291: UserWarning: Overwriting vit_base_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3302: UserWarning: Overwriting vit_so150m_patch16_reg4_map_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_map_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_map_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3313: UserWarning: Overwriting vit_so150m_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/train.py:99: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature. checkpoint = torch.load(vae_ckpt, map_location="cpu") /home/user/VAR/utils/amp_sc.py:27: FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead. self.scaler = torch.cuda.amp.GradScaler(init_scale=2. ** 11, growth_interval=1000) if self.using_fp16_rather_bf16 else None # only fp16 needs a scaler wandb: Using wandb-core as the SDK backend. Please refer to https://wandb.me/wandb-core for more information. wandb: Currently logged in as: kaiqiu. Use `wandb login --relogin` to force relogin wandb: Tracking run with wandb version 0.18.3 wandb: Run data is saved locally in /home/user/VAR/wandb/run-20241121_223804-k5id3u5z wandb: Run `wandb offline` to turn off syncing. wandb: Syncing run restful-bee-531 wandb: View project at https://wandb.ai/kaiqiu/VAR wandb: View run at https://wandb.ai/kaiqiu/VAR/runs/k5id3u5z /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2198: UserWarning: Overwriting vit_tiny_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2207: UserWarning: Overwriting vit_tiny_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2216: UserWarning: Overwriting vit_small_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2225: UserWarning: Overwriting vit_small_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2234: UserWarning: Overwriting vit_small_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2243: UserWarning: Overwriting vit_small_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2252: UserWarning: Overwriting vit_small_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2261: UserWarning: Overwriting vit_base_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2271: UserWarning: Overwriting vit_base_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2281: UserWarning: Overwriting vit_base_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2291: UserWarning: Overwriting vit_base_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2301: UserWarning: Overwriting vit_base_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2311: UserWarning: Overwriting vit_large_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2320: UserWarning: Overwriting vit_large_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2330: UserWarning: Overwriting vit_large_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2340: UserWarning: Overwriting vit_large_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2350: UserWarning: Overwriting vit_large_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2359: UserWarning: Overwriting vit_huge_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2368: UserWarning: Overwriting vit_giant_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2377: UserWarning: Overwriting vit_gigantic_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2387: UserWarning: Overwriting vit_base_patch16_224_miil in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224_miil. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224_miil(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2398: UserWarning: Overwriting vit_medium_patch16_gap_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2410: UserWarning: Overwriting vit_medium_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2422: UserWarning: Overwriting vit_medium_patch16_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2434: UserWarning: Overwriting vit_betwixt_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2446: UserWarning: Overwriting vit_base_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2457: UserWarning: Overwriting vit_huge_patch14_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2468: UserWarning: Overwriting vit_huge_patch16_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch16_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch16_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2479: UserWarning: Overwriting vit_giant_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2491: UserWarning: Overwriting vit_xsmall_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_xsmall_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_xsmall_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2500: UserWarning: Overwriting vit_medium_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2510: UserWarning: Overwriting vit_medium_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2519: UserWarning: Overwriting vit_betwixt_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2529: UserWarning: Overwriting vit_base_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2540: UserWarning: Overwriting vit_base_patch32_clip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2551: UserWarning: Overwriting vit_base_patch32_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2562: UserWarning: Overwriting vit_base_patch32_clip_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2573: UserWarning: Overwriting vit_base_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2583: UserWarning: Overwriting vit_base_patch16_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2593: UserWarning: Overwriting vit_large_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2603: UserWarning: Overwriting vit_large_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2613: UserWarning: Overwriting vit_huge_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2623: UserWarning: Overwriting vit_huge_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2633: UserWarning: Overwriting vit_huge_patch14_clip_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2643: UserWarning: Overwriting vit_giant_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2656: UserWarning: Overwriting vit_gigantic_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2669: UserWarning: Overwriting vit_base_patch32_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2681: UserWarning: Overwriting vit_base_patch16_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2693: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2705: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2717: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2729: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2743: UserWarning: Overwriting vit_base_patch32_plus_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_plus_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_plus_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2753: UserWarning: Overwriting vit_base_patch16_plus_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_plus_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_plus_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2763: UserWarning: Overwriting vit_base_patch16_rpn_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_rpn_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_rpn_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2775: UserWarning: Overwriting vit_small_patch16_36x1_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_36x1_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_36x1_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2787: UserWarning: Overwriting vit_small_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2800: UserWarning: Overwriting vit_base_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2812: UserWarning: Overwriting eva_large_patch14_196 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_196. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_196(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2821: UserWarning: Overwriting eva_large_patch14_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2829: UserWarning: Overwriting flexivit_small in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_small. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_small(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2838: UserWarning: Overwriting flexivit_base in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_base. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_base(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2847: UserWarning: Overwriting flexivit_large in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_large. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_large(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2856: UserWarning: Overwriting vit_base_patch16_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2869: UserWarning: Overwriting vit_large_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2882: UserWarning: Overwriting vit_huge_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2895: UserWarning: Overwriting vit_small_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2905: UserWarning: Overwriting vit_base_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2915: UserWarning: Overwriting vit_large_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2925: UserWarning: Overwriting vit_giant_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2942: UserWarning: Overwriting vit_small_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2955: UserWarning: Overwriting vit_base_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2968: UserWarning: Overwriting vit_large_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2981: UserWarning: Overwriting vit_giant_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2998: UserWarning: Overwriting vit_base_patch16_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3008: UserWarning: Overwriting vit_base_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3018: UserWarning: Overwriting vit_base_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3028: UserWarning: Overwriting vit_base_patch16_siglip_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3038: UserWarning: Overwriting vit_large_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3048: UserWarning: Overwriting vit_large_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3058: UserWarning: Overwriting vit_so400m_patch14_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3068: UserWarning: Overwriting vit_so400m_patch14_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3078: UserWarning: Overwriting vit_base_patch16_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3089: UserWarning: Overwriting vit_base_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3100: UserWarning: Overwriting vit_base_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3111: UserWarning: Overwriting vit_base_patch16_siglip_gap_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3122: UserWarning: Overwriting vit_large_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3133: UserWarning: Overwriting vit_large_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3144: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3156: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3168: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3180: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_896 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_896. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_896(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3192: UserWarning: Overwriting vit_wee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_wee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_wee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3203: UserWarning: Overwriting vit_pwee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_pwee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_pwee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3214: UserWarning: Overwriting vit_little_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3225: UserWarning: Overwriting vit_little_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3236: UserWarning: Overwriting vit_medium_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3247: UserWarning: Overwriting vit_medium_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3258: UserWarning: Overwriting vit_mediumd_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_mediumd_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_mediumd_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3269: UserWarning: Overwriting vit_betwixt_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3280: UserWarning: Overwriting vit_betwixt_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3291: UserWarning: Overwriting vit_base_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3302: UserWarning: Overwriting vit_so150m_patch16_reg4_map_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_map_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_map_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3313: UserWarning: Overwriting vit_so150m_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/train.py:99: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature. checkpoint = torch.load(vae_ckpt, map_location="cpu") /home/user/VAR/utils/amp_sc.py:27: FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead. self.scaler = torch.cuda.amp.GradScaler(init_scale=2. ** 11, growth_interval=1000) if self.using_fp16_rather_bf16 else None # only fp16 needs a scaler /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/models/var.py:336: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2198: UserWarning: Overwriting vit_tiny_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2207: UserWarning: Overwriting vit_tiny_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2216: UserWarning: Overwriting vit_small_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2225: UserWarning: Overwriting vit_small_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2234: UserWarning: Overwriting vit_small_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2243: UserWarning: Overwriting vit_small_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2252: UserWarning: Overwriting vit_small_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2261: UserWarning: Overwriting vit_base_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2271: UserWarning: Overwriting vit_base_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2281: UserWarning: Overwriting vit_base_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2291: UserWarning: Overwriting vit_base_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2301: UserWarning: Overwriting vit_base_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2311: UserWarning: Overwriting vit_large_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2320: UserWarning: Overwriting vit_large_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2330: UserWarning: Overwriting vit_large_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2340: UserWarning: Overwriting vit_large_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2350: UserWarning: Overwriting vit_large_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2359: UserWarning: Overwriting vit_huge_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2368: UserWarning: Overwriting vit_giant_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2377: UserWarning: Overwriting vit_gigantic_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2387: UserWarning: Overwriting vit_base_patch16_224_miil in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224_miil. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224_miil(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2398: UserWarning: Overwriting vit_medium_patch16_gap_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2410: UserWarning: Overwriting vit_medium_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2422: UserWarning: Overwriting vit_medium_patch16_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2434: UserWarning: Overwriting vit_betwixt_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2446: UserWarning: Overwriting vit_base_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2457: UserWarning: Overwriting vit_huge_patch14_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2468: UserWarning: Overwriting vit_huge_patch16_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch16_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch16_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2479: UserWarning: Overwriting vit_giant_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2491: UserWarning: Overwriting vit_xsmall_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_xsmall_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_xsmall_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2500: UserWarning: Overwriting vit_medium_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2510: UserWarning: Overwriting vit_medium_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2519: UserWarning: Overwriting vit_betwixt_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2529: UserWarning: Overwriting vit_base_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2540: UserWarning: Overwriting vit_base_patch32_clip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2551: UserWarning: Overwriting vit_base_patch32_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2562: UserWarning: Overwriting vit_base_patch32_clip_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2573: UserWarning: Overwriting vit_base_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2583: UserWarning: Overwriting vit_base_patch16_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2593: UserWarning: Overwriting vit_large_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2603: UserWarning: Overwriting vit_large_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2613: UserWarning: Overwriting vit_huge_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2623: UserWarning: Overwriting vit_huge_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2633: UserWarning: Overwriting vit_huge_patch14_clip_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2643: UserWarning: Overwriting vit_giant_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2656: UserWarning: Overwriting vit_gigantic_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2669: UserWarning: Overwriting vit_base_patch32_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2681: UserWarning: Overwriting vit_base_patch16_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2693: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2705: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2717: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2729: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2743: UserWarning: Overwriting vit_base_patch32_plus_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_plus_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_plus_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2753: UserWarning: Overwriting vit_base_patch16_plus_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_plus_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_plus_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2763: UserWarning: Overwriting vit_base_patch16_rpn_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_rpn_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_rpn_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2775: UserWarning: Overwriting vit_small_patch16_36x1_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_36x1_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_36x1_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2787: UserWarning: Overwriting vit_small_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2800: UserWarning: Overwriting vit_base_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2812: UserWarning: Overwriting eva_large_patch14_196 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_196. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_196(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2821: UserWarning: Overwriting eva_large_patch14_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2829: UserWarning: Overwriting flexivit_small in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_small. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_small(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2838: UserWarning: Overwriting flexivit_base in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_base. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_base(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2847: UserWarning: Overwriting flexivit_large in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_large. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_large(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2856: UserWarning: Overwriting vit_base_patch16_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2869: UserWarning: Overwriting vit_large_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2882: UserWarning: Overwriting vit_huge_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2895: UserWarning: Overwriting vit_small_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2905: UserWarning: Overwriting vit_base_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2915: UserWarning: Overwriting vit_large_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2925: UserWarning: Overwriting vit_giant_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2942: UserWarning: Overwriting vit_small_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2955: UserWarning: Overwriting vit_base_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2968: UserWarning: Overwriting vit_large_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2981: UserWarning: Overwriting vit_giant_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2998: UserWarning: Overwriting vit_base_patch16_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3008: UserWarning: Overwriting vit_base_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3018: UserWarning: Overwriting vit_base_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3028: UserWarning: Overwriting vit_base_patch16_siglip_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3038: UserWarning: Overwriting vit_large_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3048: UserWarning: Overwriting vit_large_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3058: UserWarning: Overwriting vit_so400m_patch14_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3068: UserWarning: Overwriting vit_so400m_patch14_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3078: UserWarning: Overwriting vit_base_patch16_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3089: UserWarning: Overwriting vit_base_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3100: UserWarning: Overwriting vit_base_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3111: UserWarning: Overwriting vit_base_patch16_siglip_gap_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3122: UserWarning: Overwriting vit_large_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3133: UserWarning: Overwriting vit_large_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3144: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3156: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3168: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3180: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_896 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_896. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_896(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3192: UserWarning: Overwriting vit_wee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_wee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_wee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3203: UserWarning: Overwriting vit_pwee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_pwee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_pwee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3214: UserWarning: Overwriting vit_little_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3225: UserWarning: Overwriting vit_little_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3236: UserWarning: Overwriting vit_medium_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3247: UserWarning: Overwriting vit_medium_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3258: UserWarning: Overwriting vit_mediumd_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_mediumd_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_mediumd_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3269: UserWarning: Overwriting vit_betwixt_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3280: UserWarning: Overwriting vit_betwixt_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3291: UserWarning: Overwriting vit_base_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3302: UserWarning: Overwriting vit_so150m_patch16_reg4_map_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_map_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_map_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3313: UserWarning: Overwriting vit_so150m_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/train.py:99: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature. checkpoint = torch.load(vae_ckpt, map_location="cpu") /home/user/VAR/utils/amp_sc.py:27: FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead. self.scaler = torch.cuda.amp.GradScaler(init_scale=2. ** 11, growth_interval=1000) if self.using_fp16_rather_bf16 else None # only fp16 needs a scaler /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/models/var.py:336: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2198: UserWarning: Overwriting vit_tiny_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2207: UserWarning: Overwriting vit_tiny_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2216: UserWarning: Overwriting vit_small_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2225: UserWarning: Overwriting vit_small_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2234: UserWarning: Overwriting vit_small_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2243: UserWarning: Overwriting vit_small_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2252: UserWarning: Overwriting vit_small_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2261: UserWarning: Overwriting vit_base_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2271: UserWarning: Overwriting vit_base_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2281: UserWarning: Overwriting vit_base_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2291: UserWarning: Overwriting vit_base_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2301: UserWarning: Overwriting vit_base_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2311: UserWarning: Overwriting vit_large_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2320: UserWarning: Overwriting vit_large_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2330: UserWarning: Overwriting vit_large_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2340: UserWarning: Overwriting vit_large_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2350: UserWarning: Overwriting vit_large_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2359: UserWarning: Overwriting vit_huge_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2368: UserWarning: Overwriting vit_giant_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2377: UserWarning: Overwriting vit_gigantic_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2387: UserWarning: Overwriting vit_base_patch16_224_miil in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224_miil. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224_miil(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2398: UserWarning: Overwriting vit_medium_patch16_gap_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2410: UserWarning: Overwriting vit_medium_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2422: UserWarning: Overwriting vit_medium_patch16_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2434: UserWarning: Overwriting vit_betwixt_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2446: UserWarning: Overwriting vit_base_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2457: UserWarning: Overwriting vit_huge_patch14_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2468: UserWarning: Overwriting vit_huge_patch16_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch16_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch16_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2479: UserWarning: Overwriting vit_giant_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2491: UserWarning: Overwriting vit_xsmall_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_xsmall_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_xsmall_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2500: UserWarning: Overwriting vit_medium_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2510: UserWarning: Overwriting vit_medium_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2519: UserWarning: Overwriting vit_betwixt_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2529: UserWarning: Overwriting vit_base_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2540: UserWarning: Overwriting vit_base_patch32_clip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2551: UserWarning: Overwriting vit_base_patch32_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2562: UserWarning: Overwriting vit_base_patch32_clip_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2573: UserWarning: Overwriting vit_base_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2583: UserWarning: Overwriting vit_base_patch16_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2593: UserWarning: Overwriting vit_large_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2603: UserWarning: Overwriting vit_large_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2613: UserWarning: Overwriting vit_huge_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2623: UserWarning: Overwriting vit_huge_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2633: UserWarning: Overwriting vit_huge_patch14_clip_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2643: UserWarning: Overwriting vit_giant_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2656: UserWarning: Overwriting vit_gigantic_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2669: UserWarning: Overwriting vit_base_patch32_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2681: UserWarning: Overwriting vit_base_patch16_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2693: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2705: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2717: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2729: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2743: UserWarning: Overwriting vit_base_patch32_plus_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_plus_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_plus_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2753: UserWarning: Overwriting vit_base_patch16_plus_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_plus_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_plus_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2763: UserWarning: Overwriting vit_base_patch16_rpn_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_rpn_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_rpn_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2775: UserWarning: Overwriting vit_small_patch16_36x1_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_36x1_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_36x1_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2787: UserWarning: Overwriting vit_small_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2800: UserWarning: Overwriting vit_base_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2812: UserWarning: Overwriting eva_large_patch14_196 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_196. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_196(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2821: UserWarning: Overwriting eva_large_patch14_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2829: UserWarning: Overwriting flexivit_small in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_small. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_small(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2838: UserWarning: Overwriting flexivit_base in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_base. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_base(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2847: UserWarning: Overwriting flexivit_large in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_large. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_large(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2856: UserWarning: Overwriting vit_base_patch16_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2869: UserWarning: Overwriting vit_large_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2882: UserWarning: Overwriting vit_huge_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2895: UserWarning: Overwriting vit_small_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2905: UserWarning: Overwriting vit_base_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2915: UserWarning: Overwriting vit_large_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2925: UserWarning: Overwriting vit_giant_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2942: UserWarning: Overwriting vit_small_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2955: UserWarning: Overwriting vit_base_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2968: UserWarning: Overwriting vit_large_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2981: UserWarning: Overwriting vit_giant_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2998: UserWarning: Overwriting vit_base_patch16_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3008: UserWarning: Overwriting vit_base_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3018: UserWarning: Overwriting vit_base_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3028: UserWarning: Overwriting vit_base_patch16_siglip_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3038: UserWarning: Overwriting vit_large_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3048: UserWarning: Overwriting vit_large_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3058: UserWarning: Overwriting vit_so400m_patch14_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3068: UserWarning: Overwriting vit_so400m_patch14_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3078: UserWarning: Overwriting vit_base_patch16_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3089: UserWarning: Overwriting vit_base_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3100: UserWarning: Overwriting vit_base_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3111: UserWarning: Overwriting vit_base_patch16_siglip_gap_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3122: UserWarning: Overwriting vit_large_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3133: UserWarning: Overwriting vit_large_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3144: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3156: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3168: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3180: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_896 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_896. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_896(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3192: UserWarning: Overwriting vit_wee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_wee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_wee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3203: UserWarning: Overwriting vit_pwee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_pwee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_pwee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3214: UserWarning: Overwriting vit_little_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3225: UserWarning: Overwriting vit_little_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3236: UserWarning: Overwriting vit_medium_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3247: UserWarning: Overwriting vit_medium_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3258: UserWarning: Overwriting vit_mediumd_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_mediumd_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_mediumd_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3269: UserWarning: Overwriting vit_betwixt_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3280: UserWarning: Overwriting vit_betwixt_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3291: UserWarning: Overwriting vit_base_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3302: UserWarning: Overwriting vit_so150m_patch16_reg4_map_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_map_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_map_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3313: UserWarning: Overwriting vit_so150m_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/train.py:99: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature. checkpoint = torch.load(vae_ckpt, map_location="cpu") /home/user/VAR/utils/amp_sc.py:27: FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead. self.scaler = torch.cuda.amp.GradScaler(init_scale=2. ** 11, growth_interval=1000) if self.using_fp16_rather_bf16 else None # only fp16 needs a scaler /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/models/var.py:336: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2198: UserWarning: Overwriting vit_tiny_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2207: UserWarning: Overwriting vit_tiny_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2216: UserWarning: Overwriting vit_small_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2225: UserWarning: Overwriting vit_small_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2234: UserWarning: Overwriting vit_small_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2243: UserWarning: Overwriting vit_small_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2252: UserWarning: Overwriting vit_small_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2261: UserWarning: Overwriting vit_base_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2271: UserWarning: Overwriting vit_base_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2281: UserWarning: Overwriting vit_base_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2291: UserWarning: Overwriting vit_base_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2301: UserWarning: Overwriting vit_base_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2311: UserWarning: Overwriting vit_large_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2320: UserWarning: Overwriting vit_large_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2330: UserWarning: Overwriting vit_large_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2340: UserWarning: Overwriting vit_large_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2350: UserWarning: Overwriting vit_large_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2359: UserWarning: Overwriting vit_huge_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2368: UserWarning: Overwriting vit_giant_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2377: UserWarning: Overwriting vit_gigantic_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2387: UserWarning: Overwriting vit_base_patch16_224_miil in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224_miil. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224_miil(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2398: UserWarning: Overwriting vit_medium_patch16_gap_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2410: UserWarning: Overwriting vit_medium_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2422: UserWarning: Overwriting vit_medium_patch16_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2434: UserWarning: Overwriting vit_betwixt_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2446: UserWarning: Overwriting vit_base_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2457: UserWarning: Overwriting vit_huge_patch14_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2468: UserWarning: Overwriting vit_huge_patch16_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch16_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch16_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2479: UserWarning: Overwriting vit_giant_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2491: UserWarning: Overwriting vit_xsmall_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_xsmall_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_xsmall_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2500: UserWarning: Overwriting vit_medium_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2510: UserWarning: Overwriting vit_medium_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2519: UserWarning: Overwriting vit_betwixt_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2529: UserWarning: Overwriting vit_base_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2540: UserWarning: Overwriting vit_base_patch32_clip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2551: UserWarning: Overwriting vit_base_patch32_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2562: UserWarning: Overwriting vit_base_patch32_clip_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2573: UserWarning: Overwriting vit_base_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2583: UserWarning: Overwriting vit_base_patch16_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2593: UserWarning: Overwriting vit_large_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2603: UserWarning: Overwriting vit_large_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2613: UserWarning: Overwriting vit_huge_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2623: UserWarning: Overwriting vit_huge_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2633: UserWarning: Overwriting vit_huge_patch14_clip_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2643: UserWarning: Overwriting vit_giant_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2656: UserWarning: Overwriting vit_gigantic_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2669: UserWarning: Overwriting vit_base_patch32_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2681: UserWarning: Overwriting vit_base_patch16_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2693: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2705: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2717: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2729: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2743: UserWarning: Overwriting vit_base_patch32_plus_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_plus_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_plus_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2753: UserWarning: Overwriting vit_base_patch16_plus_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_plus_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_plus_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2763: UserWarning: Overwriting vit_base_patch16_rpn_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_rpn_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_rpn_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2775: UserWarning: Overwriting vit_small_patch16_36x1_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_36x1_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_36x1_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2787: UserWarning: Overwriting vit_small_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2800: UserWarning: Overwriting vit_base_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2812: UserWarning: Overwriting eva_large_patch14_196 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_196. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_196(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2821: UserWarning: Overwriting eva_large_patch14_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2829: UserWarning: Overwriting flexivit_small in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_small. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_small(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2838: UserWarning: Overwriting flexivit_base in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_base. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_base(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2847: UserWarning: Overwriting flexivit_large in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_large. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_large(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2856: UserWarning: Overwriting vit_base_patch16_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2869: UserWarning: Overwriting vit_large_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2882: UserWarning: Overwriting vit_huge_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2895: UserWarning: Overwriting vit_small_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2905: UserWarning: Overwriting vit_base_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2915: UserWarning: Overwriting vit_large_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2925: UserWarning: Overwriting vit_giant_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2942: UserWarning: Overwriting vit_small_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2955: UserWarning: Overwriting vit_base_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2968: UserWarning: Overwriting vit_large_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2981: UserWarning: Overwriting vit_giant_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2998: UserWarning: Overwriting vit_base_patch16_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3008: UserWarning: Overwriting vit_base_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3018: UserWarning: Overwriting vit_base_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3028: UserWarning: Overwriting vit_base_patch16_siglip_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3038: UserWarning: Overwriting vit_large_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3048: UserWarning: Overwriting vit_large_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3058: UserWarning: Overwriting vit_so400m_patch14_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3068: UserWarning: Overwriting vit_so400m_patch14_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3078: UserWarning: Overwriting vit_base_patch16_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3089: UserWarning: Overwriting vit_base_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3100: UserWarning: Overwriting vit_base_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3111: UserWarning: Overwriting vit_base_patch16_siglip_gap_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3122: UserWarning: Overwriting vit_large_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3133: UserWarning: Overwriting vit_large_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3144: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3156: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3168: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3180: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_896 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_896. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_896(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3192: UserWarning: Overwriting vit_wee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_wee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_wee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3203: UserWarning: Overwriting vit_pwee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_pwee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_pwee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3214: UserWarning: Overwriting vit_little_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3225: UserWarning: Overwriting vit_little_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3236: UserWarning: Overwriting vit_medium_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3247: UserWarning: Overwriting vit_medium_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3258: UserWarning: Overwriting vit_mediumd_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_mediumd_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_mediumd_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3269: UserWarning: Overwriting vit_betwixt_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3280: UserWarning: Overwriting vit_betwixt_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3291: UserWarning: Overwriting vit_base_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3302: UserWarning: Overwriting vit_so150m_patch16_reg4_map_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_map_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_map_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3313: UserWarning: Overwriting vit_so150m_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/train.py:99: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature. checkpoint = torch.load(vae_ckpt, map_location="cpu") /home/user/VAR/utils/amp_sc.py:27: FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead. self.scaler = torch.cuda.amp.GradScaler(init_scale=2. ** 11, growth_interval=1000) if self.using_fp16_rather_bf16 else None # only fp16 needs a scaler /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/models/var.py:336: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2198: UserWarning: Overwriting vit_tiny_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2207: UserWarning: Overwriting vit_tiny_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2216: UserWarning: Overwriting vit_small_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2225: UserWarning: Overwriting vit_small_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2234: UserWarning: Overwriting vit_small_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2243: UserWarning: Overwriting vit_small_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2252: UserWarning: Overwriting vit_small_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2261: UserWarning: Overwriting vit_base_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2271: UserWarning: Overwriting vit_base_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2281: UserWarning: Overwriting vit_base_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2291: UserWarning: Overwriting vit_base_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2301: UserWarning: Overwriting vit_base_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2311: UserWarning: Overwriting vit_large_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2320: UserWarning: Overwriting vit_large_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2330: UserWarning: Overwriting vit_large_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2340: UserWarning: Overwriting vit_large_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2350: UserWarning: Overwriting vit_large_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2359: UserWarning: Overwriting vit_huge_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2368: UserWarning: Overwriting vit_giant_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2377: UserWarning: Overwriting vit_gigantic_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2387: UserWarning: Overwriting vit_base_patch16_224_miil in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224_miil. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224_miil(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2398: UserWarning: Overwriting vit_medium_patch16_gap_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2410: UserWarning: Overwriting vit_medium_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2422: UserWarning: Overwriting vit_medium_patch16_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2434: UserWarning: Overwriting vit_betwixt_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2446: UserWarning: Overwriting vit_base_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2457: UserWarning: Overwriting vit_huge_patch14_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2468: UserWarning: Overwriting vit_huge_patch16_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch16_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch16_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2479: UserWarning: Overwriting vit_giant_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2491: UserWarning: Overwriting vit_xsmall_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_xsmall_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_xsmall_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2500: UserWarning: Overwriting vit_medium_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2510: UserWarning: Overwriting vit_medium_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2519: UserWarning: Overwriting vit_betwixt_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2529: UserWarning: Overwriting vit_base_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2540: UserWarning: Overwriting vit_base_patch32_clip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2551: UserWarning: Overwriting vit_base_patch32_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2562: UserWarning: Overwriting vit_base_patch32_clip_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2573: UserWarning: Overwriting vit_base_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2583: UserWarning: Overwriting vit_base_patch16_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2593: UserWarning: Overwriting vit_large_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2603: UserWarning: Overwriting vit_large_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2613: UserWarning: Overwriting vit_huge_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2623: UserWarning: Overwriting vit_huge_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2633: UserWarning: Overwriting vit_huge_patch14_clip_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2643: UserWarning: Overwriting vit_giant_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2656: UserWarning: Overwriting vit_gigantic_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2669: UserWarning: Overwriting vit_base_patch32_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2681: UserWarning: Overwriting vit_base_patch16_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2693: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2705: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2717: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2729: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2743: UserWarning: Overwriting vit_base_patch32_plus_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_plus_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_plus_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2753: UserWarning: Overwriting vit_base_patch16_plus_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_plus_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_plus_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2763: UserWarning: Overwriting vit_base_patch16_rpn_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_rpn_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_rpn_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2775: UserWarning: Overwriting vit_small_patch16_36x1_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_36x1_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_36x1_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2787: UserWarning: Overwriting vit_small_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2800: UserWarning: Overwriting vit_base_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2812: UserWarning: Overwriting eva_large_patch14_196 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_196. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_196(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2821: UserWarning: Overwriting eva_large_patch14_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2829: UserWarning: Overwriting flexivit_small in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_small. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_small(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2838: UserWarning: Overwriting flexivit_base in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_base. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_base(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2847: UserWarning: Overwriting flexivit_large in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_large. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_large(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2856: UserWarning: Overwriting vit_base_patch16_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2869: UserWarning: Overwriting vit_large_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2882: UserWarning: Overwriting vit_huge_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2895: UserWarning: Overwriting vit_small_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2905: UserWarning: Overwriting vit_base_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2915: UserWarning: Overwriting vit_large_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2925: UserWarning: Overwriting vit_giant_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2942: UserWarning: Overwriting vit_small_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2955: UserWarning: Overwriting vit_base_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2968: UserWarning: Overwriting vit_large_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2981: UserWarning: Overwriting vit_giant_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2998: UserWarning: Overwriting vit_base_patch16_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3008: UserWarning: Overwriting vit_base_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3018: UserWarning: Overwriting vit_base_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3028: UserWarning: Overwriting vit_base_patch16_siglip_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3038: UserWarning: Overwriting vit_large_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3048: UserWarning: Overwriting vit_large_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3058: UserWarning: Overwriting vit_so400m_patch14_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3068: UserWarning: Overwriting vit_so400m_patch14_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3078: UserWarning: Overwriting vit_base_patch16_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3089: UserWarning: Overwriting vit_base_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3100: UserWarning: Overwriting vit_base_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3111: UserWarning: Overwriting vit_base_patch16_siglip_gap_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3122: UserWarning: Overwriting vit_large_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3133: UserWarning: Overwriting vit_large_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3144: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3156: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3168: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3180: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_896 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_896. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_896(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3192: UserWarning: Overwriting vit_wee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_wee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_wee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3203: UserWarning: Overwriting vit_pwee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_pwee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_pwee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3214: UserWarning: Overwriting vit_little_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3225: UserWarning: Overwriting vit_little_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3236: UserWarning: Overwriting vit_medium_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3247: UserWarning: Overwriting vit_medium_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3258: UserWarning: Overwriting vit_mediumd_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_mediumd_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_mediumd_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3269: UserWarning: Overwriting vit_betwixt_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3280: UserWarning: Overwriting vit_betwixt_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3291: UserWarning: Overwriting vit_base_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3302: UserWarning: Overwriting vit_so150m_patch16_reg4_map_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_map_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_map_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3313: UserWarning: Overwriting vit_so150m_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/train.py:99: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature. checkpoint = torch.load(vae_ckpt, map_location="cpu") /home/user/VAR/utils/amp_sc.py:27: FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead. self.scaler = torch.cuda.amp.GradScaler(init_scale=2. ** 11, growth_interval=1000) if self.using_fp16_rather_bf16 else None # only fp16 needs a scaler /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/models/var.py:336: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2198: UserWarning: Overwriting vit_tiny_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2207: UserWarning: Overwriting vit_tiny_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2216: UserWarning: Overwriting vit_small_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2225: UserWarning: Overwriting vit_small_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2234: UserWarning: Overwriting vit_small_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2243: UserWarning: Overwriting vit_small_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2252: UserWarning: Overwriting vit_small_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2261: UserWarning: Overwriting vit_base_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2271: UserWarning: Overwriting vit_base_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2281: UserWarning: Overwriting vit_base_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2291: UserWarning: Overwriting vit_base_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2301: UserWarning: Overwriting vit_base_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2311: UserWarning: Overwriting vit_large_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2320: UserWarning: Overwriting vit_large_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2330: UserWarning: Overwriting vit_large_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2340: UserWarning: Overwriting vit_large_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2350: UserWarning: Overwriting vit_large_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2359: UserWarning: Overwriting vit_huge_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2368: UserWarning: Overwriting vit_giant_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2377: UserWarning: Overwriting vit_gigantic_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2387: UserWarning: Overwriting vit_base_patch16_224_miil in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224_miil. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224_miil(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2398: UserWarning: Overwriting vit_medium_patch16_gap_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2410: UserWarning: Overwriting vit_medium_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2422: UserWarning: Overwriting vit_medium_patch16_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2434: UserWarning: Overwriting vit_betwixt_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2446: UserWarning: Overwriting vit_base_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2457: UserWarning: Overwriting vit_huge_patch14_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2468: UserWarning: Overwriting vit_huge_patch16_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch16_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch16_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2479: UserWarning: Overwriting vit_giant_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2491: UserWarning: Overwriting vit_xsmall_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_xsmall_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_xsmall_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2500: UserWarning: Overwriting vit_medium_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2510: UserWarning: Overwriting vit_medium_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2519: UserWarning: Overwriting vit_betwixt_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2529: UserWarning: Overwriting vit_base_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2540: UserWarning: Overwriting vit_base_patch32_clip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2551: UserWarning: Overwriting vit_base_patch32_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2562: UserWarning: Overwriting vit_base_patch32_clip_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2573: UserWarning: Overwriting vit_base_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2583: UserWarning: Overwriting vit_base_patch16_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2593: UserWarning: Overwriting vit_large_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2603: UserWarning: Overwriting vit_large_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2613: UserWarning: Overwriting vit_huge_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2623: UserWarning: Overwriting vit_huge_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2633: UserWarning: Overwriting vit_huge_patch14_clip_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2643: UserWarning: Overwriting vit_giant_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2656: UserWarning: Overwriting vit_gigantic_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2669: UserWarning: Overwriting vit_base_patch32_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2681: UserWarning: Overwriting vit_base_patch16_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2693: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2705: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2717: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2729: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2743: UserWarning: Overwriting vit_base_patch32_plus_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_plus_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_plus_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2753: UserWarning: Overwriting vit_base_patch16_plus_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_plus_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_plus_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2763: UserWarning: Overwriting vit_base_patch16_rpn_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_rpn_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_rpn_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2775: UserWarning: Overwriting vit_small_patch16_36x1_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_36x1_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_36x1_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2787: UserWarning: Overwriting vit_small_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2800: UserWarning: Overwriting vit_base_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2812: UserWarning: Overwriting eva_large_patch14_196 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_196. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_196(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2821: UserWarning: Overwriting eva_large_patch14_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2829: UserWarning: Overwriting flexivit_small in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_small. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_small(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2838: UserWarning: Overwriting flexivit_base in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_base. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_base(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2847: UserWarning: Overwriting flexivit_large in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_large. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_large(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2856: UserWarning: Overwriting vit_base_patch16_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2869: UserWarning: Overwriting vit_large_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2882: UserWarning: Overwriting vit_huge_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2895: UserWarning: Overwriting vit_small_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2905: UserWarning: Overwriting vit_base_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2915: UserWarning: Overwriting vit_large_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2925: UserWarning: Overwriting vit_giant_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2942: UserWarning: Overwriting vit_small_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2955: UserWarning: Overwriting vit_base_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2968: UserWarning: Overwriting vit_large_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2981: UserWarning: Overwriting vit_giant_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2998: UserWarning: Overwriting vit_base_patch16_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3008: UserWarning: Overwriting vit_base_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3018: UserWarning: Overwriting vit_base_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3028: UserWarning: Overwriting vit_base_patch16_siglip_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3038: UserWarning: Overwriting vit_large_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3048: UserWarning: Overwriting vit_large_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3058: UserWarning: Overwriting vit_so400m_patch14_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3068: UserWarning: Overwriting vit_so400m_patch14_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3078: UserWarning: Overwriting vit_base_patch16_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3089: UserWarning: Overwriting vit_base_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3100: UserWarning: Overwriting vit_base_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3111: UserWarning: Overwriting vit_base_patch16_siglip_gap_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3122: UserWarning: Overwriting vit_large_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3133: UserWarning: Overwriting vit_large_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3144: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3156: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3168: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3180: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_896 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_896. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_896(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3192: UserWarning: Overwriting vit_wee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_wee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_wee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3203: UserWarning: Overwriting vit_pwee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_pwee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_pwee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3214: UserWarning: Overwriting vit_little_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3225: UserWarning: Overwriting vit_little_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3236: UserWarning: Overwriting vit_medium_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3247: UserWarning: Overwriting vit_medium_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3258: UserWarning: Overwriting vit_mediumd_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_mediumd_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_mediumd_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3269: UserWarning: Overwriting vit_betwixt_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3280: UserWarning: Overwriting vit_betwixt_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3291: UserWarning: Overwriting vit_base_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3302: UserWarning: Overwriting vit_so150m_patch16_reg4_map_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_map_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_map_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3313: UserWarning: Overwriting vit_so150m_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/train.py:99: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature. checkpoint = torch.load(vae_ckpt, map_location="cpu") /home/user/VAR/utils/amp_sc.py:27: FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead. self.scaler = torch.cuda.amp.GradScaler(init_scale=2. ** 11, growth_interval=1000) if self.using_fp16_rather_bf16 else None # only fp16 needs a scaler /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/models/var.py:336: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2198: UserWarning: Overwriting vit_tiny_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2207: UserWarning: Overwriting vit_tiny_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2216: UserWarning: Overwriting vit_small_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2225: UserWarning: Overwriting vit_small_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2234: UserWarning: Overwriting vit_small_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2243: UserWarning: Overwriting vit_small_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2252: UserWarning: Overwriting vit_small_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2261: UserWarning: Overwriting vit_base_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2271: UserWarning: Overwriting vit_base_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2281: UserWarning: Overwriting vit_base_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2291: UserWarning: Overwriting vit_base_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2301: UserWarning: Overwriting vit_base_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2311: UserWarning: Overwriting vit_large_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2320: UserWarning: Overwriting vit_large_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2330: UserWarning: Overwriting vit_large_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2340: UserWarning: Overwriting vit_large_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2350: UserWarning: Overwriting vit_large_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2359: UserWarning: Overwriting vit_huge_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2368: UserWarning: Overwriting vit_giant_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2377: UserWarning: Overwriting vit_gigantic_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2387: UserWarning: Overwriting vit_base_patch16_224_miil in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224_miil. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224_miil(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2398: UserWarning: Overwriting vit_medium_patch16_gap_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2410: UserWarning: Overwriting vit_medium_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2422: UserWarning: Overwriting vit_medium_patch16_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2434: UserWarning: Overwriting vit_betwixt_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2446: UserWarning: Overwriting vit_base_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2457: UserWarning: Overwriting vit_huge_patch14_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2468: UserWarning: Overwriting vit_huge_patch16_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch16_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch16_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2479: UserWarning: Overwriting vit_giant_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2491: UserWarning: Overwriting vit_xsmall_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_xsmall_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_xsmall_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2500: UserWarning: Overwriting vit_medium_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2510: UserWarning: Overwriting vit_medium_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2519: UserWarning: Overwriting vit_betwixt_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2529: UserWarning: Overwriting vit_base_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2540: UserWarning: Overwriting vit_base_patch32_clip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2551: UserWarning: Overwriting vit_base_patch32_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2562: UserWarning: Overwriting vit_base_patch32_clip_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2573: UserWarning: Overwriting vit_base_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2583: UserWarning: Overwriting vit_base_patch16_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2593: UserWarning: Overwriting vit_large_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2603: UserWarning: Overwriting vit_large_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2613: UserWarning: Overwriting vit_huge_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2623: UserWarning: Overwriting vit_huge_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2633: UserWarning: Overwriting vit_huge_patch14_clip_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2643: UserWarning: Overwriting vit_giant_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2656: UserWarning: Overwriting vit_gigantic_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2669: UserWarning: Overwriting vit_base_patch32_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2681: UserWarning: Overwriting vit_base_patch16_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2693: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2705: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2717: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2729: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2743: UserWarning: Overwriting vit_base_patch32_plus_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_plus_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_plus_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2753: UserWarning: Overwriting vit_base_patch16_plus_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_plus_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_plus_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2763: UserWarning: Overwriting vit_base_patch16_rpn_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_rpn_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_rpn_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2775: UserWarning: Overwriting vit_small_patch16_36x1_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_36x1_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_36x1_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2787: UserWarning: Overwriting vit_small_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2800: UserWarning: Overwriting vit_base_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2812: UserWarning: Overwriting eva_large_patch14_196 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_196. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_196(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2821: UserWarning: Overwriting eva_large_patch14_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2829: UserWarning: Overwriting flexivit_small in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_small. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_small(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2838: UserWarning: Overwriting flexivit_base in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_base. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_base(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2847: UserWarning: Overwriting flexivit_large in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_large. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_large(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2856: UserWarning: Overwriting vit_base_patch16_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2869: UserWarning: Overwriting vit_large_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2882: UserWarning: Overwriting vit_huge_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2895: UserWarning: Overwriting vit_small_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2905: UserWarning: Overwriting vit_base_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2915: UserWarning: Overwriting vit_large_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2925: UserWarning: Overwriting vit_giant_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2942: UserWarning: Overwriting vit_small_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2955: UserWarning: Overwriting vit_base_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2968: UserWarning: Overwriting vit_large_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2981: UserWarning: Overwriting vit_giant_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2998: UserWarning: Overwriting vit_base_patch16_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3008: UserWarning: Overwriting vit_base_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3018: UserWarning: Overwriting vit_base_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3028: UserWarning: Overwriting vit_base_patch16_siglip_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3038: UserWarning: Overwriting vit_large_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3048: UserWarning: Overwriting vit_large_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3058: UserWarning: Overwriting vit_so400m_patch14_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3068: UserWarning: Overwriting vit_so400m_patch14_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3078: UserWarning: Overwriting vit_base_patch16_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3089: UserWarning: Overwriting vit_base_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3100: UserWarning: Overwriting vit_base_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3111: UserWarning: Overwriting vit_base_patch16_siglip_gap_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3122: UserWarning: Overwriting vit_large_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3133: UserWarning: Overwriting vit_large_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3144: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3156: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3168: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3180: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_896 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_896. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_896(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3192: UserWarning: Overwriting vit_wee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_wee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_wee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3203: UserWarning: Overwriting vit_pwee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_pwee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_pwee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3214: UserWarning: Overwriting vit_little_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3225: UserWarning: Overwriting vit_little_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3236: UserWarning: Overwriting vit_medium_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3247: UserWarning: Overwriting vit_medium_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3258: UserWarning: Overwriting vit_mediumd_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_mediumd_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_mediumd_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3269: UserWarning: Overwriting vit_betwixt_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3280: UserWarning: Overwriting vit_betwixt_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3291: UserWarning: Overwriting vit_base_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3302: UserWarning: Overwriting vit_so150m_patch16_reg4_map_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_map_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_map_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3313: UserWarning: Overwriting vit_so150m_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/train.py:99: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature. checkpoint = torch.load(vae_ckpt, map_location="cpu") /home/user/VAR/utils/amp_sc.py:27: FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead. self.scaler = torch.cuda.amp.GradScaler(init_scale=2. ** 11, growth_interval=1000) if self.using_fp16_rather_bf16 else None # only fp16 needs a scaler /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/models/var.py:336: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/models/var.py:336: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): ======================================================= RESTART [11-22 14:40:03] ======================================================= ======================================================= RESTART [11-22 14:40:03] ======================================================= ======================================================= RESTART [11-22 14:40:03] ======================================================= ======================================================= RESTART [11-22 14:40:03] ======================================================= ======================================================= RESTART [11-22 14:40:03] ======================================================= ======================================================= RESTART [11-22 14:40:03] ======================================================= ======================================================= RESTART [11-22 14:40:03] ======================================================= ======================================================= RESTART [11-22 14:40:03] ======================================================= /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2198: UserWarning: Overwriting vit_tiny_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2207: UserWarning: Overwriting vit_tiny_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2216: UserWarning: Overwriting vit_small_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2225: UserWarning: Overwriting vit_small_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2234: UserWarning: Overwriting vit_small_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2243: UserWarning: Overwriting vit_small_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2252: UserWarning: Overwriting vit_small_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2261: UserWarning: Overwriting vit_base_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2271: UserWarning: Overwriting vit_base_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2281: UserWarning: Overwriting vit_base_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2291: UserWarning: Overwriting vit_base_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2301: UserWarning: Overwriting vit_base_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2311: UserWarning: Overwriting vit_large_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2320: UserWarning: Overwriting vit_large_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2330: UserWarning: Overwriting vit_large_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2340: UserWarning: Overwriting vit_large_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2350: UserWarning: Overwriting vit_large_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2359: UserWarning: Overwriting vit_huge_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2368: UserWarning: Overwriting vit_giant_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2377: UserWarning: Overwriting vit_gigantic_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2387: UserWarning: Overwriting vit_base_patch16_224_miil in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224_miil. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224_miil(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2398: UserWarning: Overwriting vit_medium_patch16_gap_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2410: UserWarning: Overwriting vit_medium_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2422: UserWarning: Overwriting vit_medium_patch16_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2434: UserWarning: Overwriting vit_betwixt_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2446: UserWarning: Overwriting vit_base_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2457: UserWarning: Overwriting vit_huge_patch14_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2468: UserWarning: Overwriting vit_huge_patch16_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch16_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch16_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2479: UserWarning: Overwriting vit_giant_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2491: UserWarning: Overwriting vit_xsmall_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_xsmall_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_xsmall_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2500: UserWarning: Overwriting vit_medium_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2510: UserWarning: Overwriting vit_medium_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2519: UserWarning: Overwriting vit_betwixt_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2529: UserWarning: Overwriting vit_base_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2540: UserWarning: Overwriting vit_base_patch32_clip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2551: UserWarning: Overwriting vit_base_patch32_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2562: UserWarning: Overwriting vit_base_patch32_clip_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2573: UserWarning: Overwriting vit_base_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2583: UserWarning: Overwriting vit_base_patch16_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2593: UserWarning: Overwriting vit_large_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2603: UserWarning: Overwriting vit_large_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2613: UserWarning: Overwriting vit_huge_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2623: UserWarning: Overwriting vit_huge_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2633: UserWarning: Overwriting vit_huge_patch14_clip_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2643: UserWarning: Overwriting vit_giant_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2656: UserWarning: Overwriting vit_gigantic_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2669: UserWarning: Overwriting vit_base_patch32_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2681: UserWarning: Overwriting vit_base_patch16_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2693: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2705: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2717: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2729: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2743: UserWarning: Overwriting vit_base_patch32_plus_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_plus_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_plus_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2753: UserWarning: Overwriting vit_base_patch16_plus_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_plus_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_plus_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2763: UserWarning: Overwriting vit_base_patch16_rpn_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_rpn_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_rpn_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2775: UserWarning: Overwriting vit_small_patch16_36x1_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_36x1_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_36x1_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2787: UserWarning: Overwriting vit_small_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2800: UserWarning: Overwriting vit_base_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2812: UserWarning: Overwriting eva_large_patch14_196 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_196. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_196(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2821: UserWarning: Overwriting eva_large_patch14_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2829: UserWarning: Overwriting flexivit_small in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_small. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_small(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2838: UserWarning: Overwriting flexivit_base in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_base. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_base(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2847: UserWarning: Overwriting flexivit_large in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_large. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_large(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2856: UserWarning: Overwriting vit_base_patch16_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2869: UserWarning: Overwriting vit_large_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2882: UserWarning: Overwriting vit_huge_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2895: UserWarning: Overwriting vit_small_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2905: UserWarning: Overwriting vit_base_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2915: UserWarning: Overwriting vit_large_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2925: UserWarning: Overwriting vit_giant_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2942: UserWarning: Overwriting vit_small_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2955: UserWarning: Overwriting vit_base_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2968: UserWarning: Overwriting vit_large_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2981: UserWarning: Overwriting vit_giant_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2998: UserWarning: Overwriting vit_base_patch16_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3008: UserWarning: Overwriting vit_base_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3018: UserWarning: Overwriting vit_base_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3028: UserWarning: Overwriting vit_base_patch16_siglip_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3038: UserWarning: Overwriting vit_large_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3048: UserWarning: Overwriting vit_large_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3058: UserWarning: Overwriting vit_so400m_patch14_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3068: UserWarning: Overwriting vit_so400m_patch14_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3078: UserWarning: Overwriting vit_base_patch16_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3089: UserWarning: Overwriting vit_base_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3100: UserWarning: Overwriting vit_base_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3111: UserWarning: Overwriting vit_base_patch16_siglip_gap_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3122: UserWarning: Overwriting vit_large_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3133: UserWarning: Overwriting vit_large_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3144: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3156: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3168: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3180: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_896 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_896. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_896(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3192: UserWarning: Overwriting vit_wee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_wee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_wee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3203: UserWarning: Overwriting vit_pwee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_pwee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_pwee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3214: UserWarning: Overwriting vit_little_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3225: UserWarning: Overwriting vit_little_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3236: UserWarning: Overwriting vit_medium_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3247: UserWarning: Overwriting vit_medium_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3258: UserWarning: Overwriting vit_mediumd_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_mediumd_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_mediumd_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3269: UserWarning: Overwriting vit_betwixt_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3280: UserWarning: Overwriting vit_betwixt_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3291: UserWarning: Overwriting vit_base_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3302: UserWarning: Overwriting vit_so150m_patch16_reg4_map_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_map_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_map_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3313: UserWarning: Overwriting vit_so150m_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/train.py:99: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature. checkpoint = torch.load(vae_ckpt, map_location="cpu") /home/user/VAR/utils/amp_sc.py:27: FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead. self.scaler = torch.cuda.amp.GradScaler(init_scale=2. ** 11, growth_interval=1000) if self.using_fp16_rather_bf16 else None # only fp16 needs a scaler wandb: Using wandb-core as the SDK backend. Please refer to https://wandb.me/wandb-core for more information. wandb: Currently logged in as: kaiqiu. Use `wandb login --relogin` to force relogin wandb: Tracking run with wandb version 0.18.3 wandb: Run data is saved locally in /home/user/VAR/wandb/run-20241121_224112-qypeznnc wandb: Run `wandb offline` to turn off syncing. wandb: Syncing run expert-gorge-532 wandb: View project at https://wandb.ai/kaiqiu/VAR wandb: View run at https://wandb.ai/kaiqiu/VAR/runs/qypeznnc ======================================================= RESTART [11-22 15:09:28] ======================================================= ======================================================= RESTART [11-22 15:09:28] ======================================================= ======================================================= RESTART [11-22 15:09:28] ======================================================= ======================================================= RESTART [11-22 15:09:28] ======================================================= /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2198: UserWarning: Overwriting vit_tiny_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2207: UserWarning: Overwriting vit_tiny_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2216: UserWarning: Overwriting vit_small_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2225: UserWarning: Overwriting vit_small_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2234: UserWarning: Overwriting vit_small_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2243: UserWarning: Overwriting vit_small_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2252: UserWarning: Overwriting vit_small_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2261: UserWarning: Overwriting vit_base_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2271: UserWarning: Overwriting vit_base_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2281: UserWarning: Overwriting vit_base_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2291: UserWarning: Overwriting vit_base_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2301: UserWarning: Overwriting vit_base_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2311: UserWarning: Overwriting vit_large_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2320: UserWarning: Overwriting vit_large_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2330: UserWarning: Overwriting vit_large_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2340: UserWarning: Overwriting vit_large_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2350: UserWarning: Overwriting vit_large_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2359: UserWarning: Overwriting vit_huge_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2368: UserWarning: Overwriting vit_giant_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2377: UserWarning: Overwriting vit_gigantic_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2387: UserWarning: Overwriting vit_base_patch16_224_miil in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224_miil. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224_miil(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2398: UserWarning: Overwriting vit_medium_patch16_gap_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2410: UserWarning: Overwriting vit_medium_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2422: UserWarning: Overwriting vit_medium_patch16_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2434: UserWarning: Overwriting vit_betwixt_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2446: UserWarning: Overwriting vit_base_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2457: UserWarning: Overwriting vit_huge_patch14_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2468: UserWarning: Overwriting vit_huge_patch16_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch16_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch16_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2479: UserWarning: Overwriting vit_giant_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2491: UserWarning: Overwriting vit_xsmall_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_xsmall_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_xsmall_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2500: UserWarning: Overwriting vit_medium_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2510: UserWarning: Overwriting vit_medium_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2519: UserWarning: Overwriting vit_betwixt_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2529: UserWarning: Overwriting vit_base_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2540: UserWarning: Overwriting vit_base_patch32_clip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2551: UserWarning: Overwriting vit_base_patch32_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2562: UserWarning: Overwriting vit_base_patch32_clip_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2573: UserWarning: Overwriting vit_base_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2583: UserWarning: Overwriting vit_base_patch16_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2593: UserWarning: Overwriting vit_large_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2603: UserWarning: Overwriting vit_large_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2613: UserWarning: Overwriting vit_huge_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2623: UserWarning: Overwriting vit_huge_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2633: UserWarning: Overwriting vit_huge_patch14_clip_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2643: UserWarning: Overwriting vit_giant_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2656: UserWarning: Overwriting vit_gigantic_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2669: UserWarning: Overwriting vit_base_patch32_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2681: UserWarning: Overwriting vit_base_patch16_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2693: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2705: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2717: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2729: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2743: UserWarning: Overwriting vit_base_patch32_plus_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_plus_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_plus_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2753: UserWarning: Overwriting vit_base_patch16_plus_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_plus_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_plus_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2763: UserWarning: Overwriting vit_base_patch16_rpn_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_rpn_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_rpn_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2775: UserWarning: Overwriting vit_small_patch16_36x1_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_36x1_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_36x1_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2787: UserWarning: Overwriting vit_small_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2800: UserWarning: Overwriting vit_base_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2812: UserWarning: Overwriting eva_large_patch14_196 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_196. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_196(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2821: UserWarning: Overwriting eva_large_patch14_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2829: UserWarning: Overwriting flexivit_small in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_small. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_small(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2838: UserWarning: Overwriting flexivit_base in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_base. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_base(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2847: UserWarning: Overwriting flexivit_large in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_large. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_large(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2856: UserWarning: Overwriting vit_base_patch16_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2869: UserWarning: Overwriting vit_large_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2882: UserWarning: Overwriting vit_huge_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2895: UserWarning: Overwriting vit_small_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2905: UserWarning: Overwriting vit_base_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2915: UserWarning: Overwriting vit_large_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2925: UserWarning: Overwriting vit_giant_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2942: UserWarning: Overwriting vit_small_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2955: UserWarning: Overwriting vit_base_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2968: UserWarning: Overwriting vit_large_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2981: UserWarning: Overwriting vit_giant_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2998: UserWarning: Overwriting vit_base_patch16_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3008: UserWarning: Overwriting vit_base_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3018: UserWarning: Overwriting vit_base_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3028: UserWarning: Overwriting vit_base_patch16_siglip_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3038: UserWarning: Overwriting vit_large_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3048: UserWarning: Overwriting vit_large_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3058: UserWarning: Overwriting vit_so400m_patch14_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3068: UserWarning: Overwriting vit_so400m_patch14_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3078: UserWarning: Overwriting vit_base_patch16_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3089: UserWarning: Overwriting vit_base_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3100: UserWarning: Overwriting vit_base_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3111: UserWarning: Overwriting vit_base_patch16_siglip_gap_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3122: UserWarning: Overwriting vit_large_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3133: UserWarning: Overwriting vit_large_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3144: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3156: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3168: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3180: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_896 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_896. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_896(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3192: UserWarning: Overwriting vit_wee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_wee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_wee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3203: UserWarning: Overwriting vit_pwee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_pwee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_pwee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3214: UserWarning: Overwriting vit_little_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3225: UserWarning: Overwriting vit_little_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3236: UserWarning: Overwriting vit_medium_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3247: UserWarning: Overwriting vit_medium_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3258: UserWarning: Overwriting vit_mediumd_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_mediumd_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_mediumd_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3269: UserWarning: Overwriting vit_betwixt_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3280: UserWarning: Overwriting vit_betwixt_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3291: UserWarning: Overwriting vit_base_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3302: UserWarning: Overwriting vit_so150m_patch16_reg4_map_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_map_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_map_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3313: UserWarning: Overwriting vit_so150m_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/train.py:99: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature. checkpoint = torch.load(vae_ckpt, map_location="cpu") /home/user/VAR/utils/amp_sc.py:27: FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead. self.scaler = torch.cuda.amp.GradScaler(init_scale=2. ** 11, growth_interval=1000) if self.using_fp16_rather_bf16 else None # only fp16 needs a scaler wandb: Using wandb-core as the SDK backend. Please refer to https://wandb.me/wandb-core for more information. wandb: Currently logged in as: kaiqiu. Use `wandb login --relogin` to force relogin wandb: Tracking run with wandb version 0.18.3 wandb: Run data is saved locally in /home/user/VAR/wandb/run-20241121_231056-n01kgn57 wandb: Run `wandb offline` to turn off syncing. wandb: Syncing run solar-wildflower-534 wandb: View project at https://wandb.ai/kaiqiu/VAR wandb: View run at https://wandb.ai/kaiqiu/VAR/runs/n01kgn57 ======================================================= RESTART [11-22 15:18:25] ======================================================= ======================================================= RESTART [11-22 15:18:25] ======================================================= ======================================================= RESTART [11-22 15:18:25] ======================================================= ======================================================= RESTART [11-22 15:18:25] ======================================================= ======================================================= RESTART [11-22 15:18:25] ======================================================= ======================================================= RESTART [11-22 15:18:25] ======================================================= ======================================================= RESTART [11-22 15:18:25] ======================================================= ======================================================= RESTART [11-22 15:18:25] ======================================================= /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2198: UserWarning: Overwriting vit_tiny_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2207: UserWarning: Overwriting vit_tiny_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2216: UserWarning: Overwriting vit_small_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2225: UserWarning: Overwriting vit_small_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2234: UserWarning: Overwriting vit_small_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2243: UserWarning: Overwriting vit_small_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2252: UserWarning: Overwriting vit_small_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2261: UserWarning: Overwriting vit_base_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2271: UserWarning: Overwriting vit_base_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2281: UserWarning: Overwriting vit_base_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2291: UserWarning: Overwriting vit_base_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2301: UserWarning: Overwriting vit_base_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2311: UserWarning: Overwriting vit_large_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2320: UserWarning: Overwriting vit_large_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2330: UserWarning: Overwriting vit_large_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2340: UserWarning: Overwriting vit_large_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2350: UserWarning: Overwriting vit_large_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2359: UserWarning: Overwriting vit_huge_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2368: UserWarning: Overwriting vit_giant_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2377: UserWarning: Overwriting vit_gigantic_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2387: UserWarning: Overwriting vit_base_patch16_224_miil in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224_miil. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224_miil(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2398: UserWarning: Overwriting vit_medium_patch16_gap_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2410: UserWarning: Overwriting vit_medium_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2422: UserWarning: Overwriting vit_medium_patch16_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2434: UserWarning: Overwriting vit_betwixt_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2446: UserWarning: Overwriting vit_base_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2457: UserWarning: Overwriting vit_huge_patch14_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2468: UserWarning: Overwriting vit_huge_patch16_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch16_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch16_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2479: UserWarning: Overwriting vit_giant_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2491: UserWarning: Overwriting vit_xsmall_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_xsmall_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_xsmall_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2500: UserWarning: Overwriting vit_medium_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2510: UserWarning: Overwriting vit_medium_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2519: UserWarning: Overwriting vit_betwixt_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2529: UserWarning: Overwriting vit_base_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2540: UserWarning: Overwriting vit_base_patch32_clip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2551: UserWarning: Overwriting vit_base_patch32_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2562: UserWarning: Overwriting vit_base_patch32_clip_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2573: UserWarning: Overwriting vit_base_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2583: UserWarning: Overwriting vit_base_patch16_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2593: UserWarning: Overwriting vit_large_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2603: UserWarning: Overwriting vit_large_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2613: UserWarning: Overwriting vit_huge_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2623: UserWarning: Overwriting vit_huge_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2633: UserWarning: Overwriting vit_huge_patch14_clip_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2643: UserWarning: Overwriting vit_giant_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2656: UserWarning: Overwriting vit_gigantic_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2669: UserWarning: Overwriting vit_base_patch32_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2681: UserWarning: Overwriting vit_base_patch16_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2693: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2705: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2717: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2729: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2743: UserWarning: Overwriting vit_base_patch32_plus_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_plus_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_plus_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2753: UserWarning: Overwriting vit_base_patch16_plus_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_plus_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_plus_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2763: UserWarning: Overwriting vit_base_patch16_rpn_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_rpn_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_rpn_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2775: UserWarning: Overwriting vit_small_patch16_36x1_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_36x1_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_36x1_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2787: UserWarning: Overwriting vit_small_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2800: UserWarning: Overwriting vit_base_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2812: UserWarning: Overwriting eva_large_patch14_196 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_196. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_196(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2821: UserWarning: Overwriting eva_large_patch14_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2829: UserWarning: Overwriting flexivit_small in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_small. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_small(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2838: UserWarning: Overwriting flexivit_base in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_base. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_base(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2847: UserWarning: Overwriting flexivit_large in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_large. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_large(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2856: UserWarning: Overwriting vit_base_patch16_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2869: UserWarning: Overwriting vit_large_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2882: UserWarning: Overwriting vit_huge_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2895: UserWarning: Overwriting vit_small_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2905: UserWarning: Overwriting vit_base_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2915: UserWarning: Overwriting vit_large_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2925: UserWarning: Overwriting vit_giant_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2942: UserWarning: Overwriting vit_small_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2955: UserWarning: Overwriting vit_base_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2968: UserWarning: Overwriting vit_large_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2981: UserWarning: Overwriting vit_giant_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2998: UserWarning: Overwriting vit_base_patch16_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3008: UserWarning: Overwriting vit_base_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3018: UserWarning: Overwriting vit_base_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3028: UserWarning: Overwriting vit_base_patch16_siglip_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3038: UserWarning: Overwriting vit_large_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3048: UserWarning: Overwriting vit_large_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3058: UserWarning: Overwriting vit_so400m_patch14_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3068: UserWarning: Overwriting vit_so400m_patch14_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3078: UserWarning: Overwriting vit_base_patch16_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3089: UserWarning: Overwriting vit_base_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3100: UserWarning: Overwriting vit_base_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3111: UserWarning: Overwriting vit_base_patch16_siglip_gap_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3122: UserWarning: Overwriting vit_large_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3133: UserWarning: Overwriting vit_large_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3144: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3156: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3168: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3180: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_896 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_896. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_896(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3192: UserWarning: Overwriting vit_wee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_wee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_wee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3203: UserWarning: Overwriting vit_pwee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_pwee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_pwee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3214: UserWarning: Overwriting vit_little_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3225: UserWarning: Overwriting vit_little_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3236: UserWarning: Overwriting vit_medium_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3247: UserWarning: Overwriting vit_medium_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3258: UserWarning: Overwriting vit_mediumd_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_mediumd_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_mediumd_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3269: UserWarning: Overwriting vit_betwixt_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3280: UserWarning: Overwriting vit_betwixt_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3291: UserWarning: Overwriting vit_base_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3302: UserWarning: Overwriting vit_so150m_patch16_reg4_map_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_map_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_map_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3313: UserWarning: Overwriting vit_so150m_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/train.py:99: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature. checkpoint = torch.load(vae_ckpt, map_location="cpu") /home/user/VAR/utils/amp_sc.py:27: FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead. self.scaler = torch.cuda.amp.GradScaler(init_scale=2. ** 11, growth_interval=1000) if self.using_fp16_rather_bf16 else None # only fp16 needs a scaler wandb: Using wandb-core as the SDK backend. Please refer to https://wandb.me/wandb-core for more information. wandb: Currently logged in as: kaiqiu. Use `wandb login --relogin` to force relogin wandb: Tracking run with wandb version 0.18.3 wandb: Run data is saved locally in /home/user/VAR/wandb/run-20241121_231951-048gvuh4 wandb: Run `wandb offline` to turn off syncing. wandb: Syncing run misty-disco-535 wandb: View project at https://wandb.ai/kaiqiu/VAR wandb: View run at https://wandb.ai/kaiqiu/VAR/runs/048gvuh4 /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2198: UserWarning: Overwriting vit_tiny_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2207: UserWarning: Overwriting vit_tiny_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2216: UserWarning: Overwriting vit_small_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2225: UserWarning: Overwriting vit_small_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2234: UserWarning: Overwriting vit_small_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2243: UserWarning: Overwriting vit_small_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2252: UserWarning: Overwriting vit_small_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2261: UserWarning: Overwriting vit_base_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2271: UserWarning: Overwriting vit_base_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2281: UserWarning: Overwriting vit_base_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2291: UserWarning: Overwriting vit_base_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2301: UserWarning: Overwriting vit_base_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2311: UserWarning: Overwriting vit_large_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2320: UserWarning: Overwriting vit_large_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2330: UserWarning: Overwriting vit_large_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2340: UserWarning: Overwriting vit_large_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2350: UserWarning: Overwriting vit_large_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2359: UserWarning: Overwriting vit_huge_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2368: UserWarning: Overwriting vit_giant_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2377: UserWarning: Overwriting vit_gigantic_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2387: UserWarning: Overwriting vit_base_patch16_224_miil in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224_miil. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224_miil(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2398: UserWarning: Overwriting vit_medium_patch16_gap_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2410: UserWarning: Overwriting vit_medium_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2422: UserWarning: Overwriting vit_medium_patch16_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2434: UserWarning: Overwriting vit_betwixt_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2446: UserWarning: Overwriting vit_base_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2457: UserWarning: Overwriting vit_huge_patch14_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2468: UserWarning: Overwriting vit_huge_patch16_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch16_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch16_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2479: UserWarning: Overwriting vit_giant_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2491: UserWarning: Overwriting vit_xsmall_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_xsmall_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_xsmall_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2500: UserWarning: Overwriting vit_medium_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2510: UserWarning: Overwriting vit_medium_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2519: UserWarning: Overwriting vit_betwixt_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2529: UserWarning: Overwriting vit_base_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2540: UserWarning: Overwriting vit_base_patch32_clip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2551: UserWarning: Overwriting vit_base_patch32_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2562: UserWarning: Overwriting vit_base_patch32_clip_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2573: UserWarning: Overwriting vit_base_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2583: UserWarning: Overwriting vit_base_patch16_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2593: UserWarning: Overwriting vit_large_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2603: UserWarning: Overwriting vit_large_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2613: UserWarning: Overwriting vit_huge_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2623: UserWarning: Overwriting vit_huge_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2633: UserWarning: Overwriting vit_huge_patch14_clip_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2643: UserWarning: Overwriting vit_giant_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2656: UserWarning: Overwriting vit_gigantic_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2669: UserWarning: Overwriting vit_base_patch32_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2681: UserWarning: Overwriting vit_base_patch16_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2693: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2705: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2717: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2729: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2743: UserWarning: Overwriting vit_base_patch32_plus_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_plus_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_plus_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2753: UserWarning: Overwriting vit_base_patch16_plus_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_plus_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_plus_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2763: UserWarning: Overwriting vit_base_patch16_rpn_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_rpn_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_rpn_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2775: UserWarning: Overwriting vit_small_patch16_36x1_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_36x1_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_36x1_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2787: UserWarning: Overwriting vit_small_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2800: UserWarning: Overwriting vit_base_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2812: UserWarning: Overwriting eva_large_patch14_196 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_196. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_196(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2821: UserWarning: Overwriting eva_large_patch14_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2829: UserWarning: Overwriting flexivit_small in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_small. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_small(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2838: UserWarning: Overwriting flexivit_base in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_base. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_base(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2847: UserWarning: Overwriting flexivit_large in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_large. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_large(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2856: UserWarning: Overwriting vit_base_patch16_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2869: UserWarning: Overwriting vit_large_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2882: UserWarning: Overwriting vit_huge_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2895: UserWarning: Overwriting vit_small_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2905: UserWarning: Overwriting vit_base_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2915: UserWarning: Overwriting vit_large_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2925: UserWarning: Overwriting vit_giant_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2942: UserWarning: Overwriting vit_small_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2955: UserWarning: Overwriting vit_base_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2968: UserWarning: Overwriting vit_large_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2981: UserWarning: Overwriting vit_giant_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2998: UserWarning: Overwriting vit_base_patch16_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3008: UserWarning: Overwriting vit_base_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3018: UserWarning: Overwriting vit_base_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3028: UserWarning: Overwriting vit_base_patch16_siglip_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3038: UserWarning: Overwriting vit_large_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3048: UserWarning: Overwriting vit_large_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3058: UserWarning: Overwriting vit_so400m_patch14_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3068: UserWarning: Overwriting vit_so400m_patch14_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3078: UserWarning: Overwriting vit_base_patch16_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3089: UserWarning: Overwriting vit_base_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3100: UserWarning: Overwriting vit_base_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3111: UserWarning: Overwriting vit_base_patch16_siglip_gap_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3122: UserWarning: Overwriting vit_large_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3133: UserWarning: Overwriting vit_large_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3144: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3156: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3168: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3180: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_896 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_896. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_896(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3192: UserWarning: Overwriting vit_wee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_wee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_wee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3203: UserWarning: Overwriting vit_pwee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_pwee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_pwee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3214: UserWarning: Overwriting vit_little_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3225: UserWarning: Overwriting vit_little_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3236: UserWarning: Overwriting vit_medium_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3247: UserWarning: Overwriting vit_medium_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3258: UserWarning: Overwriting vit_mediumd_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_mediumd_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_mediumd_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3269: UserWarning: Overwriting vit_betwixt_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3280: UserWarning: Overwriting vit_betwixt_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3291: UserWarning: Overwriting vit_base_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3302: UserWarning: Overwriting vit_so150m_patch16_reg4_map_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_map_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_map_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3313: UserWarning: Overwriting vit_so150m_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/train.py:99: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature. checkpoint = torch.load(vae_ckpt, map_location="cpu") /home/user/VAR/utils/amp_sc.py:27: FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead. self.scaler = torch.cuda.amp.GradScaler(init_scale=2. ** 11, growth_interval=1000) if self.using_fp16_rather_bf16 else None # only fp16 needs a scaler /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(3420x28, 28x1536) triton_mm_7 0.0204 ms 100.0% triton_mm_12 0.0214 ms 95.5% triton_mm_6 0.0216 ms 94.5% triton_mm_9 0.0217 ms 94.1% triton_mm_2 0.0225 ms 90.8% triton_mm_8 0.0226 ms 90.6% triton_mm_11 0.0227 ms 90.1% triton_mm_13 0.0227 ms 90.1% triton_mm_16 0.0228 ms 89.6% triton_mm_4 0.0228 ms 89.5% SingleProcess AUTOTUNE benchmarking takes 2.0453 seconds and 0.0367 seconds precompiling AUTOTUNE addmm(12x9216, 12x1536, 1536x9216) triton_mm_29 0.0353 ms 100.0% triton_mm_33 0.0355 ms 99.5% triton_mm_21 0.0357 ms 98.8% triton_mm_24 0.0361 ms 97.7% triton_mm_25 0.0365 ms 96.7% triton_mm_18 0.0370 ms 95.3% triton_mm_28 0.0370 ms 95.3% bias_addmm 0.0372 ms 95.0% triton_mm_19 0.0399 ms 88.4% triton_mm_20 0.0404 ms 87.5% SingleProcess AUTOTUNE benchmarking takes 2.1708 seconds and 0.0009 seconds precompiling AUTOTUNE addmm(3432x4608, 3432x1536, 1536x4608) triton_mm_51 0.2127 ms 100.0% triton_mm_50 0.2159 ms 98.5% triton_mm_52 0.2356 ms 90.3% addmm 0.2561 ms 83.1% triton_mm_45 0.2565 ms 82.9% bias_addmm 0.2660 ms 80.0% triton_mm_43 0.2674 ms 79.6% triton_mm_47 0.2684 ms 79.3% triton_mm_44 0.2932 ms 72.5% triton_mm_48 0.3004 ms 70.8% SingleProcess AUTOTUNE benchmarking takes 2.6423 seconds and 0.0251 seconds precompiling AUTOTUNE addmm(3432x1536, 3432x1536, 1536x1536) triton_mm_70 0.0757 ms 100.0% triton_mm_69 0.0798 ms 94.9% triton_mm_71 0.0814 ms 93.0% bias_addmm 0.0853 ms 88.8% addmm 0.0906 ms 83.6% triton_mm_64 0.0911 ms 83.1% triton_mm_66 0.0928 ms 81.6% triton_mm_62 0.0931 ms 81.3% triton_mm_63 0.1018 ms 74.4% triton_mm_67 0.1043 ms 72.6% SingleProcess AUTOTUNE benchmarking takes 2.5119 seconds and 0.0010 seconds precompiling AUTOTUNE addmm(3432x6144, 3432x1536, 1536x6144) triton_mm_89 0.2840 ms 100.0% triton_mm_88 0.2880 ms 98.6% triton_mm_90 0.3148 ms 90.2% triton_mm_83 0.3446 ms 82.4% bias_addmm 0.3469 ms 81.9% addmm 0.3522 ms 80.6% triton_mm_85 0.3565 ms 79.7% triton_mm_81 0.3628 ms 78.3% triton_mm_82 0.3978 ms 71.4% triton_mm_86 0.3997 ms 71.0% SingleProcess AUTOTUNE benchmarking takes 2.6597 seconds and 3.7399 seconds precompiling AUTOTUNE addmm(3432x1536, 3432x6144, 6144x1536) triton_mm_108 0.2676 ms 100.0% triton_mm_109 0.2783 ms 96.2% triton_mm_107 0.2843 ms 94.1% bias_addmm 0.3104 ms 86.2% triton_mm_102 0.3288 ms 81.4% addmm 0.3320 ms 80.6% triton_mm_100 0.3410 ms 78.5% triton_mm_104 0.3466 ms 77.2% triton_mm_103 0.3481 ms 76.9% triton_mm_105 0.3817 ms 70.1% SingleProcess AUTOTUNE benchmarking takes 2.6694 seconds and 0.4062 seconds precompiling AUTOTUNE addmm(12x9216, 12x1536, 1536x9216) triton_mm_122 0.0345 ms 100.0% triton_mm_114 0.0348 ms 99.0% triton_mm_126 0.0355 ms 97.0% triton_mm_117 0.0358 ms 96.2% triton_mm_118 0.0361 ms 95.4% triton_mm_111 0.0369 ms 93.5% triton_mm_121 0.0369 ms 93.4% bias_addmm 0.0371 ms 92.9% triton_mm_113 0.0393 ms 87.6% triton_mm_112 0.0398 ms 86.5% SingleProcess AUTOTUNE benchmarking takes 2.1872 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(3432x1536, 3432x6144, 6144x1536) triton_mm_201 0.2672 ms 100.0% triton_mm_202 0.2774 ms 96.3% triton_mm_200 0.2850 ms 93.8% addmm 0.2894 ms 92.3% bias_addmm 0.3104 ms 86.1% triton_mm_195 0.3292 ms 81.2% triton_mm_193 0.3425 ms 78.0% triton_mm_197 0.3459 ms 77.3% triton_mm_196 0.3491 ms 76.6% triton_mm_198 0.3825 ms 69.9% SingleProcess AUTOTUNE benchmarking takes 2.6550 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(3432x1536, 3432x6144, 6144x1536) triton_mm_294 0.2680 ms 100.0% triton_mm_295 0.2775 ms 96.6% triton_mm_293 0.2857 ms 93.8% bias_addmm 0.3115 ms 86.0% triton_mm_288 0.3302 ms 81.2% addmm 0.3321 ms 80.7% triton_mm_286 0.3419 ms 78.4% triton_mm_290 0.3460 ms 77.5% triton_mm_289 0.3497 ms 76.6% triton_mm_291 0.3819 ms 70.2% SingleProcess AUTOTUNE benchmarking takes 2.6644 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(3432x1536, 3432x6144, 6144x1536) triton_mm_387 0.2668 ms 100.0% triton_mm_388 0.2800 ms 95.3% triton_mm_386 0.2858 ms 93.4% bias_addmm 0.3105 ms 85.9% triton_mm_381 0.3284 ms 81.3% addmm 0.3317 ms 80.4% triton_mm_379 0.3381 ms 78.9% triton_mm_383 0.3457 ms 77.2% triton_mm_382 0.3488 ms 76.5% triton_mm_384 0.3810 ms 70.0% SingleProcess AUTOTUNE benchmarking takes 2.6635 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(3432x2048, 3432x1536, 1536x2048) triton_mm_591 0.0970 ms 100.0% triton_mm_592 0.0971 ms 99.9% triton_mm_593 0.1068 ms 90.8% triton_mm_586 0.1181 ms 82.1% addmm 0.1193 ms 81.3% triton_mm_588 0.1212 ms 80.0% triton_mm_584 0.1220 ms 79.5% bias_addmm 0.1292 ms 75.0% triton_mm_585 0.1333 ms 72.7% triton_mm_589 0.1357 ms 71.4% SingleProcess AUTOTUNE benchmarking takes 2.5489 seconds and 0.0009 seconds precompiling AUTOTUNE addmm(3432x2048, 3432x2048, 2048x2048) triton_mm_611 0.1217 ms 100.0% triton_mm_610 0.1254 ms 97.1% triton_mm_612 0.1334 ms 91.3% bias_addmm 0.1344 ms 90.5% triton_mm_605 0.1544 ms 78.8% addmm 0.1547 ms 78.7% triton_mm_603 0.1552 ms 78.4% triton_mm_607 0.1552 ms 78.4% triton_mm_606 0.1731 ms 70.3% triton_mm_608 0.1761 ms 69.1% SingleProcess AUTOTUNE benchmarking takes 2.7003 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x2048, 2048x768) mm 0.0592 ms 100.0% triton_mm_624 0.0606 ms 97.6% triton_mm_626 0.0610 ms 96.9% triton_mm_630 0.0626 ms 94.5% triton_mm_622 0.0628 ms 94.2% triton_mm_629 0.0629 ms 94.1% triton_mm_631 0.0664 ms 89.1% triton_mm_625 0.0688 ms 86.0% triton_mm_627 0.0719 ms 82.3% triton_mm_623 0.0734 ms 80.6% SingleProcess AUTOTUNE benchmarking takes 2.3823 seconds and 0.0009 seconds precompiling AUTOTUNE addmm(3432x1536, 3432x6144, 6144x1536) triton_mm_723 0.2670 ms 100.0% triton_mm_724 0.2792 ms 95.6% triton_mm_722 0.2855 ms 93.5% bias_addmm 0.3104 ms 86.0% triton_mm_717 0.3293 ms 81.1% addmm 0.3317 ms 80.5% triton_mm_715 0.3416 ms 78.2% triton_mm_719 0.3461 ms 77.2% triton_mm_718 0.3488 ms 76.6% triton_mm_720 0.3800 ms 70.3% SingleProcess AUTOTUNE benchmarking takes 2.6746 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(3432x1536, 3432x6144, 6144x1536) triton_mm_816 0.2674 ms 100.0% triton_mm_817 0.2778 ms 96.2% triton_mm_815 0.2851 ms 93.8% bias_addmm 0.3105 ms 86.1% triton_mm_810 0.3293 ms 81.2% addmm 0.3326 ms 80.4% triton_mm_808 0.3406 ms 78.5% triton_mm_812 0.3450 ms 77.5% triton_mm_811 0.3476 ms 76.9% triton_mm_813 0.3809 ms 70.2% SingleProcess AUTOTUNE benchmarking takes 2.6584 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(3432x1536, 3432x6144, 6144x1536) triton_mm_909 0.2662 ms 100.0% triton_mm_910 0.2778 ms 95.9% triton_mm_908 0.2858 ms 93.2% addmm 0.2901 ms 91.8% bias_addmm 0.3101 ms 85.8% triton_mm_903 0.3287 ms 81.0% triton_mm_901 0.3413 ms 78.0% triton_mm_905 0.3457 ms 77.0% triton_mm_904 0.3480 ms 76.5% triton_mm_906 0.3807 ms 69.9% SingleProcess AUTOTUNE benchmarking takes 2.6633 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(3432x1536, 3432x6144, 6144x1536) triton_mm_1002 0.2665 ms 100.0% triton_mm_1003 0.2770 ms 96.2% triton_mm_1001 0.2837 ms 93.9% addmm 0.2896 ms 92.0% bias_addmm 0.3114 ms 85.6% triton_mm_996 0.3278 ms 81.3% triton_mm_994 0.3398 ms 78.4% triton_mm_998 0.3446 ms 77.3% triton_mm_997 0.3468 ms 76.8% triton_mm_999 0.3803 ms 70.1% SingleProcess AUTOTUNE benchmarking takes 2.6739 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x1536, 1536x3072) triton_mm_2310 0.0161 ms 100.0% triton_mm_2314 0.0161 ms 99.8% triton_mm_2318 0.0179 ms 89.8% triton_mm_2322 0.0181 ms 89.0% mm 0.0196 ms 82.1% triton_mm_2309 0.0210 ms 76.6% triton_mm_2313 0.0211 ms 76.2% triton_mm_2308 0.0215 ms 74.7% triton_mm_2307 0.0216 ms 74.6% triton_mm_2317 0.0243 ms 66.3% SingleProcess AUTOTUNE benchmarking takes 7.3987 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(3432x32768, 3432x1536, 1536x32768) bias_addmm 1.4960 ms 100.0% triton_mm_2340 1.5100 ms 99.1% triton_mm_2339 1.5235 ms 98.2% triton_mm_2341 1.6866 ms 88.7% triton_mm_2334 1.8178 ms 82.3% triton_mm_2336 1.8953 ms 78.9% addmm 1.8981 ms 78.8% triton_mm_2332 1.9450 ms 76.9% triton_mm_2335 2.1231 ms 70.5% triton_mm_2337 2.1332 ms 70.1% SingleProcess AUTOTUNE benchmarking takes 12.1242 seconds and 0.0000 seconds precompiling /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(32768x3432, 3432x1536) triton_mm_2377 1.3862 ms 100.0% triton_mm_2378 1.4334 ms 96.7% triton_mm_2379 1.5292 ms 90.6% mm 1.5568 ms 89.0% triton_mm_2372 1.7392 ms 79.7% triton_mm_2370 1.7649 ms 78.5% triton_mm_2374 1.8246 ms 76.0% triton_mm_2373 1.8745 ms 74.0% triton_mm_2375 1.9203 ms 72.2% triton_mm_2371 1.9221 ms 72.1% SingleProcess AUTOTUNE benchmarking takes 10.0281 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x6144) mm 0.2772 ms 100.0% triton_mm_2448 0.2815 ms 98.5% triton_mm_2449 0.2901 ms 95.6% triton_mm_2450 0.3042 ms 91.1% triton_mm_2443 0.3358 ms 82.5% triton_mm_2441 0.3422 ms 81.0% triton_mm_2445 0.3423 ms 81.0% triton_mm_2444 0.3644 ms 76.1% triton_mm_2446 0.3662 ms 75.7% triton_mm_2442 0.3735 ms 74.2% SingleProcess AUTOTUNE benchmarking takes 9.9942 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3072x12, 12x1536) triton_mm_2402 0.0134 ms 100.0% triton_mm_2409 0.0136 ms 98.4% triton_mm_2403 0.0140 ms 95.9% triton_mm_2405 0.0142 ms 94.6% triton_mm_2407 0.0142 ms 94.6% triton_mm_2404 0.0142 ms 94.2% triton_mm_2399 0.0145 ms 92.5% triton_mm_2412 0.0146 ms 91.7% triton_mm_2408 0.0146 ms 91.6% triton_mm_2406 0.0150 ms 89.1% SingleProcess AUTOTUNE benchmarking takes 2.0426 seconds and 0.0010 seconds precompiling AUTOTUNE mm(12x3072, 3072x1536) triton_mm_2388 0.0190 ms 100.0% triton_mm_2384 0.0194 ms 98.0% mm 0.0222 ms 85.7% triton_mm_2396 0.0248 ms 76.5% triton_mm_2392 0.0271 ms 70.3% triton_mm_2383 0.0285 ms 66.6% triton_mm_2382 0.0291 ms 65.4% triton_mm_2387 0.0296 ms 64.1% triton_mm_2391 0.0316 ms 60.2% triton_mm_2381 0.0328 ms 58.0% SingleProcess AUTOTUNE benchmarking takes 7.3887 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x32768, 32768x1536) mm 1.3372 ms 100.0% triton_mm_2358 1.4406 ms 92.8% triton_mm_2359 1.4409 ms 92.8% triton_mm_2360 1.5445 ms 86.6% triton_mm_2354 1.7920 ms 74.6% triton_mm_2351 1.8248 ms 73.3% triton_mm_2353 1.8443 ms 72.5% triton_mm_2355 1.9078 ms 70.1% triton_mm_2352 1.9382 ms 69.0% triton_mm_2356 1.9738 ms 67.7% SingleProcess AUTOTUNE benchmarking takes 9.8079 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x6144) triton_mm_2429 0.2698 ms 100.0% triton_mm_2430 0.2796 ms 96.5% mm 0.3054 ms 88.3% triton_mm_2424 0.3355 ms 80.4% triton_mm_2422 0.3389 ms 79.6% triton_mm_2426 0.3417 ms 79.0% triton_mm_2431 0.3514 ms 76.8% triton_mm_2423 0.3568 ms 75.6% triton_mm_2427 0.3658 ms 73.8% triton_mm_2425 0.3834 ms 70.4% SingleProcess AUTOTUNE benchmarking takes 10.8669 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x3432, 3432x1536) triton_mm_2486 0.2767 ms 100.0% mm 0.2783 ms 99.4% triton_mm_2487 0.2896 ms 95.5% triton_mm_2488 0.3037 ms 91.1% triton_mm_2481 0.3277 ms 84.5% triton_mm_2479 0.3366 ms 82.2% triton_mm_2483 0.3390 ms 81.6% triton_mm_2482 0.3580 ms 77.3% triton_mm_2484 0.3659 ms 75.6% triton_mm_2480 0.3688 ms 75.0% SingleProcess AUTOTUNE benchmarking takes 9.8124 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x6144, 6144x1536) triton_mm_2467 0.2688 ms 100.0% triton_mm_2468 0.2701 ms 99.5% mm 0.2784 ms 96.6% triton_mm_2469 0.3092 ms 86.9% triton_mm_2460 0.3264 ms 82.4% triton_mm_2462 0.3274 ms 82.1% triton_mm_2464 0.3305 ms 81.3% triton_mm_2463 0.3521 ms 76.3% triton_mm_2461 0.3580 ms 75.1% triton_mm_2465 0.3658 ms 73.5% SingleProcess AUTOTUNE benchmarking takes 9.9085 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x3432, 3432x1536) triton_mm_2562 0.1904 ms 100.0% triton_mm_2563 0.1978 ms 96.2% triton_mm_2564 0.2083 ms 91.4% mm 0.2171 ms 87.7% triton_mm_2557 0.2520 ms 75.5% triton_mm_2555 0.2547 ms 74.8% triton_mm_2559 0.2572 ms 74.0% triton_mm_2558 0.2686 ms 70.9% triton_mm_2560 0.2687 ms 70.9% triton_mm_2556 0.2714 ms 70.2% SingleProcess AUTOTUNE benchmarking takes 9.7371 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x4608, 4608x1536) triton_mm_2543 0.2026 ms 100.0% triton_mm_2544 0.2040 ms 99.3% mm 0.2294 ms 88.3% triton_mm_2545 0.2388 ms 84.9% triton_mm_2538 0.2465 ms 82.2% triton_mm_2536 0.2467 ms 82.1% triton_mm_2540 0.2540 ms 79.8% triton_mm_2539 0.2639 ms 76.8% triton_mm_2537 0.2708 ms 74.8% triton_mm_2541 0.2775 ms 73.0% SingleProcess AUTOTUNE benchmarking takes 9.6934 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x1536) mm 0.0796 ms 100.0% triton_mm_2521 0.0901 ms 88.4% triton_mm_2517 0.0906 ms 87.9% triton_mm_2524 0.0919 ms 86.7% triton_mm_2519 0.0967 ms 82.4% triton_mm_2525 0.1006 ms 79.1% triton_mm_2520 0.1017 ms 78.3% triton_mm_2522 0.1035 ms 76.9% triton_mm_2518 0.1064 ms 74.9% triton_mm_2526 0.1240 ms 64.2% SingleProcess AUTOTUNE benchmarking takes 9.8568 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x1536) mm 0.0718 ms 100.0% triton_mm_2505 0.0754 ms 95.3% triton_mm_2506 0.0759 ms 94.6% triton_mm_2507 0.0791 ms 90.8% triton_mm_2498 0.0879 ms 81.7% triton_mm_2500 0.0883 ms 81.3% triton_mm_2502 0.0900 ms 79.8% triton_mm_2499 0.0936 ms 76.7% triton_mm_2503 0.0970 ms 74.0% triton_mm_2501 0.1030 ms 69.7% SingleProcess AUTOTUNE benchmarking takes 2.4124 seconds and 0.0009 seconds precompiling AUTOTUNE mm(9216x12, 12x1536) triton_mm_2587 0.0237 ms 100.0% triton_mm_2589 0.0237 ms 99.7% triton_mm_2593 0.0242 ms 97.9% triton_mm_2592 0.0243 ms 97.5% triton_mm_2588 0.0246 ms 96.1% triton_mm_2594 0.0247 ms 96.0% triton_mm_2591 0.0251 ms 94.4% triton_mm_2590 0.0252 ms 94.0% triton_mm_2597 0.0257 ms 92.0% triton_mm_2595 0.0258 ms 91.9% SingleProcess AUTOTUNE benchmarking takes 5.2685 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x6144) mm 0.2783 ms 100.0% triton_mm_2633 0.2846 ms 97.8% triton_mm_2634 0.2929 ms 95.0% triton_mm_2635 0.3077 ms 90.5% triton_mm_2628 0.3407 ms 81.7% triton_mm_2630 0.3454 ms 80.6% triton_mm_2626 0.3476 ms 80.1% triton_mm_2631 0.3692 ms 75.4% triton_mm_2629 0.3700 ms 75.2% triton_mm_2627 0.3786 ms 73.5% SingleProcess AUTOTUNE benchmarking takes 2.5353 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x9216, 9216x1536) triton_mm_2573 0.0389 ms 100.0% mm 0.0392 ms 99.1% triton_mm_2569 0.0415 ms 93.8% triton_mm_2577 0.0469 ms 83.0% triton_mm_2581 0.0571 ms 68.1% triton_mm_2568 0.0709 ms 54.8% triton_mm_2567 0.0714 ms 54.5% triton_mm_2572 0.0774 ms 50.2% triton_mm_2576 0.0830 ms 46.8% triton_mm_2566 0.0855 ms 45.5% SingleProcess AUTOTUNE benchmarking takes 6.3800 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x6144) triton_mm_2614 0.2723 ms 100.0% triton_mm_2615 0.2828 ms 96.3% triton_mm_2616 0.3030 ms 89.9% mm 0.3031 ms 89.8% triton_mm_2609 0.3388 ms 80.4% triton_mm_2607 0.3439 ms 79.2% triton_mm_2611 0.3464 ms 78.6% triton_mm_2608 0.3609 ms 75.4% triton_mm_2612 0.3716 ms 73.3% triton_mm_2610 0.3878 ms 70.2% SingleProcess AUTOTUNE benchmarking takes 2.5446 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x3432, 3432x1536) triton_mm_2671 0.2786 ms 100.0% mm 0.2786 ms 100.0% triton_mm_2672 0.2921 ms 95.4% triton_mm_2673 0.3083 ms 90.4% triton_mm_2666 0.3309 ms 84.2% triton_mm_2664 0.3412 ms 81.6% triton_mm_2668 0.3442 ms 80.9% triton_mm_2667 0.3621 ms 76.9% triton_mm_2669 0.3708 ms 75.1% triton_mm_2665 0.3724 ms 74.8% SingleProcess AUTOTUNE benchmarking takes 2.5376 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x6144, 6144x1536) triton_mm_2652 0.2715 ms 100.0% triton_mm_2653 0.2742 ms 99.0% triton_mm_2654 0.2766 ms 98.1% mm 0.2799 ms 97.0% triton_mm_2647 0.3302 ms 82.2% triton_mm_2645 0.3313 ms 81.9% triton_mm_2649 0.3357 ms 80.9% triton_mm_2648 0.3577 ms 75.9% triton_mm_2646 0.3621 ms 75.0% triton_mm_2650 0.3708 ms 73.2% SingleProcess AUTOTUNE benchmarking takes 2.5415 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x3432, 3432x1536) mm 0.1848 ms 100.0% triton_mm_2747 0.1926 ms 96.0% triton_mm_2748 0.2006 ms 92.1% triton_mm_2749 0.2111 ms 87.5% triton_mm_2742 0.2560 ms 72.2% triton_mm_2740 0.2572 ms 71.9% triton_mm_2744 0.2623 ms 70.4% triton_mm_2743 0.2724 ms 67.8% triton_mm_2745 0.2736 ms 67.5% triton_mm_2741 0.2743 ms 67.4% SingleProcess AUTOTUNE benchmarking takes 2.5171 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x4608, 4608x1536) triton_mm_2728 0.2048 ms 100.0% triton_mm_2729 0.2074 ms 98.8% triton_mm_2730 0.2097 ms 97.7% mm 0.2307 ms 88.8% triton_mm_2723 0.2498 ms 82.0% triton_mm_2721 0.2499 ms 82.0% triton_mm_2725 0.2574 ms 79.6% triton_mm_2724 0.2682 ms 76.4% triton_mm_2722 0.2733 ms 75.0% triton_mm_2726 0.2800 ms 73.1% SingleProcess AUTOTUNE benchmarking takes 2.5209 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x1536) mm 0.0716 ms 100.0% triton_mm_2690 0.0754 ms 95.1% triton_mm_2691 0.0767 ms 93.4% triton_mm_2692 0.0784 ms 91.4% triton_mm_2685 0.0884 ms 81.0% triton_mm_2683 0.0887 ms 80.8% triton_mm_2687 0.0899 ms 79.7% triton_mm_2684 0.0929 ms 77.2% triton_mm_2688 0.0971 ms 73.8% triton_mm_2686 0.1031 ms 69.5% SingleProcess AUTOTUNE benchmarking takes 2.4121 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x12, 12x1536) triton_mm_2774 0.0237 ms 100.0% triton_mm_2773 0.0246 ms 96.3% triton_mm_2772 0.0247 ms 96.2% triton_mm_2779 0.0247 ms 96.1% triton_mm_2778 0.0251 ms 94.6% triton_mm_2776 0.0252 ms 94.2% triton_mm_2777 0.0252 ms 94.2% triton_mm_2775 0.0252 ms 94.1% triton_mm_2782 0.0258 ms 92.1% triton_mm_2781 0.0259 ms 91.5% SingleProcess AUTOTUNE benchmarking takes 2.0249 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x6144) mm 0.2791 ms 100.0% triton_mm_2818 0.2844 ms 98.2% triton_mm_2819 0.2945 ms 94.8% triton_mm_2820 0.3080 ms 90.6% triton_mm_2813 0.3411 ms 81.8% triton_mm_2815 0.3472 ms 80.4% triton_mm_2811 0.3494 ms 79.9% triton_mm_2814 0.3695 ms 75.5% triton_mm_2816 0.3707 ms 75.3% triton_mm_2812 0.3775 ms 73.9% SingleProcess AUTOTUNE benchmarking takes 2.5411 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x9216, 9216x1536) triton_mm_2758 0.0378 ms 100.0% mm 0.0392 ms 96.3% triton_mm_2754 0.0418 ms 90.5% triton_mm_2762 0.0458 ms 82.5% triton_mm_2766 0.0564 ms 67.0% triton_mm_2753 0.0710 ms 53.2% triton_mm_2752 0.0722 ms 52.3% triton_mm_2757 0.0776 ms 48.7% triton_mm_2761 0.0822 ms 46.0% triton_mm_2751 0.0862 ms 43.9% SingleProcess AUTOTUNE benchmarking takes 2.1326 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x6144) triton_mm_2799 0.2730 ms 100.0% triton_mm_2800 0.2835 ms 96.3% mm 0.3037 ms 89.9% triton_mm_2801 0.3037 ms 89.9% triton_mm_2794 0.3404 ms 80.2% triton_mm_2792 0.3446 ms 79.2% triton_mm_2796 0.3481 ms 78.4% triton_mm_2793 0.3618 ms 75.5% triton_mm_2797 0.3715 ms 73.5% triton_mm_2795 0.3896 ms 70.1% SingleProcess AUTOTUNE benchmarking takes 2.5482 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x3432, 3432x1536) triton_mm_2856 0.2788 ms 100.0% mm 0.2794 ms 99.8% triton_mm_2857 0.2940 ms 94.8% triton_mm_2858 0.3091 ms 90.2% triton_mm_2851 0.3328 ms 83.8% triton_mm_2849 0.3405 ms 81.9% triton_mm_2853 0.3455 ms 80.7% triton_mm_2852 0.3646 ms 76.5% triton_mm_2854 0.3706 ms 75.2% triton_mm_2850 0.3739 ms 74.6% SingleProcess AUTOTUNE benchmarking takes 2.5393 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x6144, 6144x1536) triton_mm_2837 0.2720 ms 100.0% triton_mm_2838 0.2740 ms 99.3% triton_mm_2839 0.2762 ms 98.5% mm 0.2804 ms 97.0% triton_mm_2830 0.3315 ms 82.1% triton_mm_2832 0.3325 ms 81.8% triton_mm_2834 0.3348 ms 81.2% triton_mm_2833 0.3585 ms 75.9% triton_mm_2831 0.3644 ms 74.6% triton_mm_2835 0.3713 ms 73.3% SingleProcess AUTOTUNE benchmarking takes 2.5441 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x4608, 4608x1536) triton_mm_2913 0.2059 ms 100.0% triton_mm_2914 0.2071 ms 99.4% triton_mm_2915 0.2090 ms 98.5% mm 0.2301 ms 89.5% triton_mm_2908 0.2501 ms 82.3% triton_mm_2906 0.2502 ms 82.3% triton_mm_2910 0.2574 ms 80.0% triton_mm_2909 0.2675 ms 76.9% triton_mm_2907 0.2730 ms 75.4% triton_mm_2911 0.2806 ms 73.4% SingleProcess AUTOTUNE benchmarking takes 2.5236 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x1536) mm 0.0713 ms 100.0% triton_mm_2875 0.0753 ms 94.7% triton_mm_2876 0.0767 ms 93.0% triton_mm_2877 0.0784 ms 91.0% triton_mm_2868 0.0879 ms 81.2% triton_mm_2870 0.0890 ms 80.1% triton_mm_2872 0.0899 ms 79.3% triton_mm_2869 0.0936 ms 76.2% triton_mm_2873 0.0970 ms 73.5% triton_mm_2871 0.1030 ms 69.3% SingleProcess AUTOTUNE benchmarking takes 2.4134 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x12, 12x1536) triton_mm_2957 0.0237 ms 100.0% triton_mm_2963 0.0242 ms 98.0% triton_mm_2961 0.0242 ms 97.9% triton_mm_2962 0.0242 ms 97.9% triton_mm_2960 0.0243 ms 97.6% triton_mm_2964 0.0247 ms 96.1% triton_mm_2959 0.0247 ms 96.0% triton_mm_2958 0.0256 ms 92.5% triton_mm_2965 0.0257 ms 92.2% triton_mm_2967 0.0257 ms 92.2% SingleProcess AUTOTUNE benchmarking takes 2.0313 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x6144) mm 0.2789 ms 100.0% triton_mm_3003 0.2853 ms 97.8% triton_mm_3004 0.2939 ms 94.9% triton_mm_3005 0.3088 ms 90.3% triton_mm_2998 0.3421 ms 81.5% triton_mm_3000 0.3469 ms 80.4% triton_mm_2996 0.3484 ms 80.1% triton_mm_3001 0.3696 ms 75.5% triton_mm_2999 0.3711 ms 75.2% triton_mm_2997 0.3786 ms 73.7% SingleProcess AUTOTUNE benchmarking takes 2.5440 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x9216, 9216x1536) triton_mm_2943 0.0390 ms 100.0% mm 0.0393 ms 99.2% triton_mm_2939 0.0416 ms 93.7% triton_mm_2947 0.0458 ms 85.2% triton_mm_2951 0.0574 ms 67.9% triton_mm_2938 0.0709 ms 55.1% triton_mm_2937 0.0721 ms 54.2% triton_mm_2942 0.0767 ms 50.9% triton_mm_2946 0.0822 ms 47.5% triton_mm_2936 0.0855 ms 45.6% SingleProcess AUTOTUNE benchmarking takes 2.1366 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x6144) triton_mm_2984 0.2744 ms 100.0% triton_mm_2985 0.2849 ms 96.3% mm 0.3036 ms 90.4% triton_mm_2986 0.3047 ms 90.0% triton_mm_2979 0.3414 ms 80.4% triton_mm_2977 0.3439 ms 79.8% triton_mm_2981 0.3474 ms 79.0% triton_mm_2978 0.3632 ms 75.5% triton_mm_2982 0.3727 ms 73.6% triton_mm_2980 0.3909 ms 70.2% SingleProcess AUTOTUNE benchmarking takes 2.5469 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x6144, 6144x1536) triton_mm_3022 0.2706 ms 100.0% triton_mm_3023 0.2731 ms 99.1% triton_mm_3024 0.2755 ms 98.2% mm 0.2788 ms 97.1% triton_mm_3017 0.3304 ms 81.9% triton_mm_3015 0.3311 ms 81.7% triton_mm_3019 0.3362 ms 80.5% triton_mm_3018 0.3582 ms 75.5% triton_mm_3016 0.3626 ms 74.6% triton_mm_3020 0.3708 ms 73.0% SingleProcess AUTOTUNE benchmarking takes 2.5413 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x1536) mm 0.0704 ms 100.0% triton_mm_3061 0.0757 ms 93.0% triton_mm_3060 0.0760 ms 92.7% triton_mm_3062 0.0793 ms 88.8% triton_mm_3055 0.0879 ms 80.1% triton_mm_3057 0.0885 ms 79.6% triton_mm_3053 0.0886 ms 79.5% triton_mm_3054 0.0925 ms 76.1% triton_mm_3058 0.0979 ms 72.0% triton_mm_3056 0.1027 ms 68.6% SingleProcess AUTOTUNE benchmarking takes 2.4043 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x12, 12x1536) triton_mm_3149 0.0239 ms 100.0% triton_mm_3146 0.0242 ms 98.5% triton_mm_3143 0.0247 ms 96.6% triton_mm_3142 0.0249 ms 96.0% triton_mm_3144 0.0249 ms 95.9% triton_mm_3148 0.0254 ms 94.1% triton_mm_3145 0.0254 ms 94.0% triton_mm_3147 0.0254 ms 94.0% triton_mm_3150 0.0258 ms 92.6% triton_mm_3151 0.0260 ms 91.6% SingleProcess AUTOTUNE benchmarking takes 2.0182 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x6144) mm 0.2782 ms 100.0% triton_mm_3188 0.2838 ms 98.0% triton_mm_3189 0.2946 ms 94.4% triton_mm_3190 0.3079 ms 90.4% triton_mm_3183 0.3415 ms 81.5% triton_mm_3185 0.3470 ms 80.2% triton_mm_3181 0.3498 ms 79.5% triton_mm_3184 0.3698 ms 75.2% triton_mm_3186 0.3719 ms 74.8% triton_mm_3182 0.3784 ms 73.5% SingleProcess AUTOTUNE benchmarking takes 2.5425 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x9216, 9216x1536) triton_mm_3128 0.0378 ms 100.0% mm 0.0393 ms 96.2% triton_mm_3124 0.0415 ms 91.1% triton_mm_3132 0.0470 ms 80.4% triton_mm_3136 0.0564 ms 67.0% triton_mm_3123 0.0701 ms 53.9% triton_mm_3122 0.0713 ms 53.0% triton_mm_3127 0.0775 ms 48.7% triton_mm_3131 0.0831 ms 45.5% triton_mm_3121 0.0863 ms 43.8% SingleProcess AUTOTUNE benchmarking takes 2.1222 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x6144) triton_mm_3169 0.2725 ms 100.0% triton_mm_3170 0.2843 ms 95.9% mm 0.3043 ms 89.6% triton_mm_3171 0.3045 ms 89.5% triton_mm_3164 0.3412 ms 79.9% triton_mm_3162 0.3439 ms 79.3% triton_mm_3166 0.3484 ms 78.2% triton_mm_3163 0.3614 ms 75.4% triton_mm_3167 0.3726 ms 73.1% triton_mm_3165 0.3923 ms 69.5% SingleProcess AUTOTUNE benchmarking takes 2.5396 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x6144, 6144x1536) triton_mm_3207 0.2727 ms 100.0% triton_mm_3208 0.2750 ms 99.2% triton_mm_3209 0.2762 ms 98.7% mm 0.2791 ms 97.7% triton_mm_3200 0.3302 ms 82.6% triton_mm_3202 0.3312 ms 82.3% triton_mm_3204 0.3354 ms 81.3% triton_mm_3203 0.3582 ms 76.1% triton_mm_3201 0.3629 ms 75.1% triton_mm_3205 0.3717 ms 73.4% SingleProcess AUTOTUNE benchmarking takes 2.5442 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x1536) triton_mm_3245 0.0753 ms 100.0% triton_mm_3246 0.0768 ms 98.1% triton_mm_3247 0.0793 ms 94.9% mm 0.0869 ms 86.6% triton_mm_3240 0.0879 ms 85.6% triton_mm_3238 0.0886 ms 84.9% triton_mm_3242 0.0893 ms 84.3% triton_mm_3239 0.0926 ms 81.3% triton_mm_3243 0.0969 ms 77.7% triton_mm_3241 0.1027 ms 73.3% SingleProcess AUTOTUNE benchmarking takes 2.3959 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x6144, 6144x1536) triton_mm_3392 0.2719 ms 100.0% triton_mm_3393 0.2745 ms 99.1% triton_mm_3394 0.2759 ms 98.6% mm 0.2780 ms 97.8% triton_mm_3385 0.3296 ms 82.5% triton_mm_3387 0.3314 ms 82.0% triton_mm_3389 0.3343 ms 81.3% triton_mm_3388 0.3572 ms 76.1% triton_mm_3386 0.3635 ms 74.8% triton_mm_3390 0.3714 ms 73.2% SingleProcess AUTOTUNE benchmarking takes 2.5476 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x1536) mm 0.0715 ms 100.0% triton_mm_3430 0.0753 ms 94.9% triton_mm_3431 0.0766 ms 93.3% triton_mm_3432 0.0783 ms 91.3% triton_mm_3423 0.0878 ms 81.4% triton_mm_3425 0.0879 ms 81.3% triton_mm_3427 0.0894 ms 80.0% triton_mm_3424 0.0935 ms 76.5% triton_mm_3428 0.0969 ms 73.8% triton_mm_3426 0.1027 ms 69.6% SingleProcess AUTOTUNE benchmarking takes 2.4290 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x1536) mm 0.0706 ms 100.0% triton_mm_3616 0.0758 ms 93.2% triton_mm_3615 0.0760 ms 92.9% triton_mm_3617 0.0792 ms 89.2% triton_mm_3610 0.0879 ms 80.3% triton_mm_3612 0.0884 ms 79.9% triton_mm_3608 0.0886 ms 79.7% triton_mm_3609 0.0926 ms 76.3% triton_mm_3613 0.0980 ms 72.1% triton_mm_3611 0.1027 ms 68.8% SingleProcess AUTOTUNE benchmarking takes 2.4144 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x1536) mm 0.0716 ms 100.0% triton_mm_3800 0.0752 ms 95.2% triton_mm_3801 0.0767 ms 93.4% triton_mm_3802 0.0783 ms 91.5% triton_mm_3795 0.0879 ms 81.4% triton_mm_3797 0.0884 ms 81.0% triton_mm_3793 0.0885 ms 80.9% triton_mm_3794 0.0926 ms 77.4% triton_mm_3798 0.0969 ms 73.9% triton_mm_3796 0.1027 ms 69.7% SingleProcess AUTOTUNE benchmarking takes 2.4284 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x1536) mm 0.0706 ms 100.0% triton_mm_3986 0.0758 ms 93.2% triton_mm_3985 0.0760 ms 92.9% triton_mm_3987 0.0794 ms 89.0% triton_mm_3980 0.0879 ms 80.3% triton_mm_3982 0.0883 ms 80.0% triton_mm_3978 0.0886 ms 79.7% triton_mm_3979 0.0925 ms 76.3% triton_mm_3983 0.0979 ms 72.1% triton_mm_3981 0.1027 ms 68.8% SingleProcess AUTOTUNE benchmarking takes 2.4193 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x1536) mm 0.0711 ms 100.0% triton_mm_4170 0.0760 ms 93.5% triton_mm_4171 0.0767 ms 92.7% triton_mm_4172 0.0793 ms 89.7% triton_mm_4163 0.0878 ms 81.0% triton_mm_4167 0.0884 ms 80.5% triton_mm_4165 0.0888 ms 80.0% triton_mm_4164 0.0935 ms 76.1% triton_mm_4168 0.0979 ms 72.6% triton_mm_4166 0.1035 ms 68.7% SingleProcess AUTOTUNE benchmarking takes 2.4205 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x1536) mm 0.0705 ms 100.0% triton_mm_4356 0.0758 ms 93.1% triton_mm_4355 0.0759 ms 93.0% triton_mm_4357 0.0791 ms 89.2% triton_mm_4350 0.0879 ms 80.3% triton_mm_4352 0.0884 ms 79.8% triton_mm_4348 0.0885 ms 79.7% triton_mm_4349 0.0925 ms 76.2% triton_mm_4353 0.0978 ms 72.1% triton_mm_4351 0.1027 ms 68.7% SingleProcess AUTOTUNE benchmarking takes 2.4301 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x1536) mm 0.0715 ms 100.0% triton_mm_4540 0.0760 ms 94.0% triton_mm_4541 0.0767 ms 93.3% triton_mm_4542 0.0783 ms 91.4% triton_mm_4533 0.0877 ms 81.5% triton_mm_4537 0.0883 ms 81.0% triton_mm_4535 0.0887 ms 80.6% triton_mm_4534 0.0934 ms 76.6% triton_mm_4538 0.0978 ms 73.1% triton_mm_4536 0.1035 ms 69.1% SingleProcess AUTOTUNE benchmarking takes 2.4180 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x1536) triton_mm_4726 0.0761 ms 100.0% triton_mm_4725 0.0763 ms 99.7% triton_mm_4727 0.0785 ms 96.9% mm 0.0862 ms 88.3% triton_mm_4718 0.0881 ms 86.4% triton_mm_4722 0.0887 ms 85.8% triton_mm_4720 0.0892 ms 85.3% triton_mm_4719 0.0938 ms 81.2% triton_mm_4723 0.0981 ms 77.6% triton_mm_4721 0.1039 ms 73.2% SingleProcess AUTOTUNE benchmarking takes 2.4229 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x1536) mm 0.0709 ms 100.0% triton_mm_4910 0.0757 ms 93.7% triton_mm_4911 0.0773 ms 91.7% triton_mm_4912 0.0787 ms 90.2% triton_mm_4905 0.0884 ms 80.3% triton_mm_4907 0.0888 ms 79.9% triton_mm_4903 0.0892 ms 79.5% triton_mm_4904 0.0931 ms 76.2% triton_mm_4908 0.0983 ms 72.2% triton_mm_4906 0.1032 ms 68.7% SingleProcess AUTOTUNE benchmarking takes 2.4172 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x1536) mm 0.0710 ms 100.0% triton_mm_5095 0.0767 ms 92.6% triton_mm_5096 0.0773 ms 91.8% triton_mm_5097 0.0787 ms 90.3% triton_mm_5088 0.0882 ms 80.6% triton_mm_5090 0.0883 ms 80.4% triton_mm_5092 0.0899 ms 79.1% triton_mm_5089 0.0939 ms 75.7% triton_mm_5093 0.0973 ms 73.0% triton_mm_5091 0.1033 ms 68.8% SingleProcess AUTOTUNE benchmarking takes 2.4149 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x768, 768x2048) triton_mm_5759 0.0544 ms 100.0% mm 0.0546 ms 99.6% triton_mm_5760 0.0582 ms 93.5% triton_mm_5752 0.0640 ms 84.9% triton_mm_5756 0.0647 ms 84.1% triton_mm_5754 0.0655 ms 83.0% triton_mm_5753 0.0698 ms 77.9% triton_mm_5761 0.0705 ms 77.1% triton_mm_5757 0.0713 ms 76.3% triton_mm_5755 0.0866 ms 62.8% SingleProcess AUTOTUNE benchmarking takes 2.4781 seconds and 0.0000 seconds precompiling AUTOTUNE mm(2048x3432, 3432x2048) mm 0.1270 ms 100.0% triton_mm_5816 0.1432 ms 88.7% triton_mm_5817 0.1480 ms 85.8% triton_mm_5818 0.1520 ms 83.5% triton_mm_5809 0.1614 ms 78.7% triton_mm_5813 0.1622 ms 78.3% triton_mm_5811 0.1660 ms 76.5% triton_mm_5812 0.1681 ms 75.5% triton_mm_5814 0.1697 ms 74.8% triton_mm_5810 0.1717 ms 74.0% SingleProcess AUTOTUNE benchmarking takes 2.5503 seconds and 0.0000 seconds precompiling AUTOTUNE mm(2048x3432, 3432x1536) triton_mm_5854 0.0940 ms 100.0% mm 0.0948 ms 99.1% triton_mm_5855 0.1015 ms 92.6% triton_mm_5856 0.1035 ms 90.8% triton_mm_5850 0.1333 ms 70.5% triton_mm_5852 0.1345 ms 69.8% triton_mm_5848 0.1369 ms 68.6% triton_mm_5849 0.1375 ms 68.3% triton_mm_5851 0.1392 ms 67.5% triton_mm_5847 0.1398 ms 67.2% SingleProcess AUTOTUNE benchmarking takes 9.5171 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x2048, 2048x1536) mm 0.0907 ms 100.0% triton_mm_5835 0.0954 ms 95.0% triton_mm_5836 0.0966 ms 93.9% triton_mm_5837 0.0988 ms 91.8% triton_mm_5830 0.1117 ms 81.2% triton_mm_5832 0.1128 ms 80.4% triton_mm_5828 0.1135 ms 79.9% triton_mm_5829 0.1245 ms 72.8% triton_mm_5831 0.1265 ms 71.7% triton_mm_5833 0.1271 ms 71.3% SingleProcess AUTOTUNE benchmarking takes 10.1722 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3420, 3420x28) mm 0.0284 ms 100.0% triton_mm_6969 0.0340 ms 83.6% triton_mm_6970 0.0381 ms 74.6% triton_mm_6968 0.0395 ms 72.0% triton_mm_6977 0.0405 ms 70.2% triton_mm_6974 0.0409 ms 69.5% triton_mm_6978 0.0410 ms 69.3% triton_mm_6971 0.0427 ms 66.5% triton_mm_6976 0.0444 ms 63.9% triton_mm_6982 0.0452 ms 62.9% SingleProcess AUTOTUNE benchmarking takes 6.9031 seconds and 0.0000 seconds precompiling /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2198: UserWarning: Overwriting vit_tiny_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2207: UserWarning: Overwriting vit_tiny_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2216: UserWarning: Overwriting vit_small_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2225: UserWarning: Overwriting vit_small_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2234: UserWarning: Overwriting vit_small_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2243: UserWarning: Overwriting vit_small_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2252: UserWarning: Overwriting vit_small_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2261: UserWarning: Overwriting vit_base_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2271: UserWarning: Overwriting vit_base_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2281: UserWarning: Overwriting vit_base_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2291: UserWarning: Overwriting vit_base_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2301: UserWarning: Overwriting vit_base_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2311: UserWarning: Overwriting vit_large_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2320: UserWarning: Overwriting vit_large_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2330: UserWarning: Overwriting vit_large_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2340: UserWarning: Overwriting vit_large_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2350: UserWarning: Overwriting vit_large_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2359: UserWarning: Overwriting vit_huge_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2368: UserWarning: Overwriting vit_giant_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2377: UserWarning: Overwriting vit_gigantic_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2387: UserWarning: Overwriting vit_base_patch16_224_miil in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224_miil. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224_miil(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2398: UserWarning: Overwriting vit_medium_patch16_gap_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2410: UserWarning: Overwriting vit_medium_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2422: UserWarning: Overwriting vit_medium_patch16_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2434: UserWarning: Overwriting vit_betwixt_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2446: UserWarning: Overwriting vit_base_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2457: UserWarning: Overwriting vit_huge_patch14_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2468: UserWarning: Overwriting vit_huge_patch16_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch16_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch16_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2479: UserWarning: Overwriting vit_giant_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2491: UserWarning: Overwriting vit_xsmall_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_xsmall_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_xsmall_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2500: UserWarning: Overwriting vit_medium_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2510: UserWarning: Overwriting vit_medium_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2519: UserWarning: Overwriting vit_betwixt_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2529: UserWarning: Overwriting vit_base_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2540: UserWarning: Overwriting vit_base_patch32_clip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2551: UserWarning: Overwriting vit_base_patch32_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2562: UserWarning: Overwriting vit_base_patch32_clip_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2573: UserWarning: Overwriting vit_base_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2583: UserWarning: Overwriting vit_base_patch16_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2593: UserWarning: Overwriting vit_large_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2603: UserWarning: Overwriting vit_large_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2613: UserWarning: Overwriting vit_huge_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2623: UserWarning: Overwriting vit_huge_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2633: UserWarning: Overwriting vit_huge_patch14_clip_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2643: UserWarning: Overwriting vit_giant_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2656: UserWarning: Overwriting vit_gigantic_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2669: UserWarning: Overwriting vit_base_patch32_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2681: UserWarning: Overwriting vit_base_patch16_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2693: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2705: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2717: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2729: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2743: UserWarning: Overwriting vit_base_patch32_plus_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_plus_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_plus_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2753: UserWarning: Overwriting vit_base_patch16_plus_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_plus_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_plus_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2763: UserWarning: Overwriting vit_base_patch16_rpn_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_rpn_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_rpn_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2775: UserWarning: Overwriting vit_small_patch16_36x1_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_36x1_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_36x1_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2787: UserWarning: Overwriting vit_small_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2800: UserWarning: Overwriting vit_base_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2812: UserWarning: Overwriting eva_large_patch14_196 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_196. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_196(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2821: UserWarning: Overwriting eva_large_patch14_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2829: UserWarning: Overwriting flexivit_small in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_small. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_small(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2838: UserWarning: Overwriting flexivit_base in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_base. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_base(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2847: UserWarning: Overwriting flexivit_large in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_large. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_large(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2856: UserWarning: Overwriting vit_base_patch16_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2869: UserWarning: Overwriting vit_large_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2882: UserWarning: Overwriting vit_huge_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2895: UserWarning: Overwriting vit_small_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2905: UserWarning: Overwriting vit_base_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2915: UserWarning: Overwriting vit_large_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2925: UserWarning: Overwriting vit_giant_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2942: UserWarning: Overwriting vit_small_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2955: UserWarning: Overwriting vit_base_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2968: UserWarning: Overwriting vit_large_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2981: UserWarning: Overwriting vit_giant_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2998: UserWarning: Overwriting vit_base_patch16_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3008: UserWarning: Overwriting vit_base_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3018: UserWarning: Overwriting vit_base_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3028: UserWarning: Overwriting vit_base_patch16_siglip_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3038: UserWarning: Overwriting vit_large_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3048: UserWarning: Overwriting vit_large_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3058: UserWarning: Overwriting vit_so400m_patch14_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3068: UserWarning: Overwriting vit_so400m_patch14_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3078: UserWarning: Overwriting vit_base_patch16_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3089: UserWarning: Overwriting vit_base_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3100: UserWarning: Overwriting vit_base_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3111: UserWarning: Overwriting vit_base_patch16_siglip_gap_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3122: UserWarning: Overwriting vit_large_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3133: UserWarning: Overwriting vit_large_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3144: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3156: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3168: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3180: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_896 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_896. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_896(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3192: UserWarning: Overwriting vit_wee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_wee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_wee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3203: UserWarning: Overwriting vit_pwee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_pwee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_pwee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3214: UserWarning: Overwriting vit_little_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3225: UserWarning: Overwriting vit_little_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3236: UserWarning: Overwriting vit_medium_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3247: UserWarning: Overwriting vit_medium_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3258: UserWarning: Overwriting vit_mediumd_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_mediumd_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_mediumd_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3269: UserWarning: Overwriting vit_betwixt_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3280: UserWarning: Overwriting vit_betwixt_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3291: UserWarning: Overwriting vit_base_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3302: UserWarning: Overwriting vit_so150m_patch16_reg4_map_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_map_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_map_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3313: UserWarning: Overwriting vit_so150m_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/train.py:99: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature. checkpoint = torch.load(vae_ckpt, map_location="cpu") /home/user/VAR/utils/amp_sc.py:27: FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead. self.scaler = torch.cuda.amp.GradScaler(init_scale=2. ** 11, growth_interval=1000) if self.using_fp16_rather_bf16 else None # only fp16 needs a scaler /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(3420x28, 28x1536) triton_mm_7 0.0208 ms 100.0% triton_mm_6 0.0218 ms 95.5% triton_mm_8 0.0218 ms 95.5% triton_mm_12 0.0225 ms 92.7% triton_mm_3 0.0227 ms 91.8% triton_mm_13 0.0228 ms 91.6% triton_mm_4 0.0228 ms 91.4% triton_mm_11 0.0228 ms 91.4% triton_mm_9 0.0228 ms 91.3% triton_mm_2 0.0229 ms 90.9% SingleProcess AUTOTUNE benchmarking takes 1.9952 seconds and 0.0166 seconds precompiling AUTOTUNE addmm(12x9216, 12x1536, 1536x9216) triton_mm_29 0.0346 ms 100.0% triton_mm_33 0.0350 ms 98.7% triton_mm_21 0.0352 ms 98.4% triton_mm_28 0.0357 ms 96.8% triton_mm_18 0.0365 ms 94.8% triton_mm_24 0.0366 ms 94.5% triton_mm_25 0.0366 ms 94.5% bias_addmm 0.0379 ms 91.3% triton_mm_19 0.0392 ms 88.2% triton_mm_20 0.0408 ms 84.8% SingleProcess AUTOTUNE benchmarking takes 2.1833 seconds and 0.0007 seconds precompiling AUTOTUNE addmm(3432x4608, 3432x1536, 1536x4608) triton_mm_51 0.2089 ms 100.0% triton_mm_50 0.2112 ms 98.9% triton_mm_52 0.2324 ms 89.9% triton_mm_45 0.2492 ms 83.8% triton_mm_43 0.2596 ms 80.5% triton_mm_47 0.2630 ms 79.4% bias_addmm 0.2665 ms 78.4% triton_mm_44 0.2865 ms 72.9% triton_mm_48 0.2934 ms 71.2% addmm 0.2936 ms 71.1% SingleProcess AUTOTUNE benchmarking takes 2.6502 seconds and 0.0405 seconds precompiling AUTOTUNE addmm(3432x1536, 3432x1536, 1536x1536) triton_mm_70 0.0771 ms 100.0% triton_mm_69 0.0796 ms 96.8% triton_mm_71 0.0822 ms 93.8% bias_addmm 0.0856 ms 90.0% triton_mm_64 0.0906 ms 85.1% addmm 0.0915 ms 84.3% triton_mm_66 0.0928 ms 83.1% triton_mm_62 0.0935 ms 82.5% triton_mm_63 0.1019 ms 75.7% triton_mm_67 0.1044 ms 73.8% SingleProcess AUTOTUNE benchmarking takes 2.5109 seconds and 0.0010 seconds precompiling AUTOTUNE addmm(3432x6144, 3432x1536, 1536x6144) triton_mm_89 0.2785 ms 100.0% triton_mm_88 0.2809 ms 99.1% triton_mm_90 0.3078 ms 90.5% triton_mm_83 0.3381 ms 82.4% bias_addmm 0.3484 ms 79.9% triton_mm_85 0.3511 ms 79.3% triton_mm_81 0.3552 ms 78.4% triton_mm_82 0.3902 ms 71.4% triton_mm_86 0.3939 ms 70.7% triton_mm_84 0.4022 ms 69.2% SingleProcess AUTOTUNE benchmarking takes 2.6635 seconds and 0.9444 seconds precompiling AUTOTUNE addmm(3432x1536, 3432x6144, 6144x1536) triton_mm_108 0.2612 ms 100.0% triton_mm_109 0.2725 ms 95.8% triton_mm_107 0.2801 ms 93.2% bias_addmm 0.3114 ms 83.9% triton_mm_102 0.3227 ms 80.9% addmm 0.3331 ms 78.4% triton_mm_100 0.3355 ms 77.8% triton_mm_104 0.3381 ms 77.2% triton_mm_103 0.3398 ms 76.9% triton_mm_105 0.3734 ms 69.9% SingleProcess AUTOTUNE benchmarking takes 2.6569 seconds and 0.2497 seconds precompiling AUTOTUNE addmm(12x9216, 12x1536, 1536x9216) triton_mm_122 0.0345 ms 100.0% triton_mm_126 0.0356 ms 96.7% triton_mm_114 0.0358 ms 96.2% triton_mm_111 0.0364 ms 94.6% triton_mm_118 0.0365 ms 94.3% triton_mm_117 0.0366 ms 94.3% triton_mm_121 0.0370 ms 93.1% bias_addmm 0.0372 ms 92.5% triton_mm_112 0.0395 ms 87.2% triton_mm_113 0.0400 ms 86.1% SingleProcess AUTOTUNE benchmarking takes 2.1875 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(3432x2048, 3432x1536, 1536x2048) triton_mm_592 0.0974 ms 100.0% triton_mm_591 0.0980 ms 99.4% triton_mm_593 0.1072 ms 90.9% triton_mm_586 0.1163 ms 83.8% addmm 0.1182 ms 82.4% triton_mm_588 0.1202 ms 81.1% triton_mm_584 0.1208 ms 80.6% bias_addmm 0.1294 ms 75.3% triton_mm_585 0.1343 ms 72.6% triton_mm_589 0.1355 ms 71.9% SingleProcess AUTOTUNE benchmarking takes 2.5381 seconds and 0.1443 seconds precompiling AUTOTUNE addmm(3432x2048, 3432x2048, 2048x2048) triton_mm_611 0.1210 ms 100.0% triton_mm_610 0.1235 ms 97.9% triton_mm_612 0.1327 ms 91.1% bias_addmm 0.1344 ms 90.0% triton_mm_607 0.1498 ms 80.8% triton_mm_605 0.1524 ms 79.4% triton_mm_603 0.1537 ms 78.7% addmm 0.1538 ms 78.7% triton_mm_606 0.1730 ms 69.9% triton_mm_608 0.1732 ms 69.8% SingleProcess AUTOTUNE benchmarking takes 2.6680 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x2048, 2048x768) mm 0.0589 ms 100.0% triton_mm_626 0.0602 ms 97.9% triton_mm_624 0.0609 ms 96.6% triton_mm_622 0.0620 ms 94.9% triton_mm_630 0.0629 ms 93.5% triton_mm_629 0.0630 ms 93.4% triton_mm_631 0.0668 ms 88.1% triton_mm_625 0.0684 ms 86.1% triton_mm_627 0.0715 ms 82.4% triton_mm_623 0.0739 ms 79.7% SingleProcess AUTOTUNE benchmarking takes 2.4923 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x1536, 1536x3072) triton_mm_2310 0.0164 ms 100.0% triton_mm_2314 0.0175 ms 93.4% triton_mm_2318 0.0180 ms 90.8% triton_mm_2322 0.0193 ms 84.7% mm 0.0211 ms 77.5% triton_mm_2309 0.0220 ms 74.3% triton_mm_2313 0.0224 ms 73.1% triton_mm_2308 0.0225 ms 72.7% triton_mm_2307 0.0227 ms 72.1% triton_mm_2317 0.0233 ms 70.1% SingleProcess AUTOTUNE benchmarking takes 7.2718 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(3432x32768, 3432x1536, 1536x32768) bias_addmm 1.4656 ms 100.0% triton_mm_2340 1.4658 ms 100.0% triton_mm_2339 1.5080 ms 97.2% triton_mm_2341 1.6517 ms 88.7% triton_mm_2334 1.7809 ms 82.3% addmm 1.8466 ms 79.4% triton_mm_2332 1.9116 ms 76.7% triton_mm_2336 2.0607 ms 71.1% triton_mm_2333 2.0990 ms 69.8% triton_mm_2337 2.0996 ms 69.8% SingleProcess AUTOTUNE benchmarking takes 12.2479 seconds and 0.0000 seconds precompiling /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(32768x3432, 3432x1536) triton_mm_2377 1.3614 ms 100.0% mm 1.3823 ms 98.5% triton_mm_2378 1.4083 ms 96.7% triton_mm_2379 1.5054 ms 90.4% triton_mm_2372 1.7262 ms 78.9% triton_mm_2370 1.7555 ms 77.6% triton_mm_2374 1.8040 ms 75.5% triton_mm_2373 1.8588 ms 73.2% triton_mm_2375 1.9091 ms 71.3% triton_mm_2371 1.9144 ms 71.1% SingleProcess AUTOTUNE benchmarking takes 9.7330 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x6144) mm 0.2725 ms 100.0% triton_mm_2448 0.2776 ms 98.2% triton_mm_2449 0.2863 ms 95.2% triton_mm_2443 0.3325 ms 82.0% triton_mm_2445 0.3385 ms 80.5% triton_mm_2441 0.3388 ms 80.4% triton_mm_2450 0.3548 ms 76.8% triton_mm_2444 0.3606 ms 75.6% triton_mm_2446 0.3616 ms 75.4% triton_mm_2442 0.3698 ms 73.7% SingleProcess AUTOTUNE benchmarking takes 9.7088 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3072x12, 12x1536) triton_mm_2404 0.0132 ms 100.0% triton_mm_2406 0.0140 ms 94.3% triton_mm_2402 0.0144 ms 91.4% triton_mm_2403 0.0147 ms 89.6% triton_mm_2401 0.0148 ms 89.2% triton_mm_2408 0.0149 ms 88.2% triton_mm_2409 0.0149 ms 88.2% triton_mm_2405 0.0150 ms 88.1% triton_mm_2412 0.0151 ms 87.5% triton_mm_2398 0.0154 ms 85.8% SingleProcess AUTOTUNE benchmarking takes 5.2469 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x3072, 3072x1536) triton_mm_2384 0.0197 ms 100.0% triton_mm_2388 0.0204 ms 96.9% mm 0.0224 ms 88.0% triton_mm_2392 0.0224 ms 87.9% triton_mm_2396 0.0249 ms 79.3% triton_mm_2382 0.0294 ms 67.0% triton_mm_2383 0.0297 ms 66.5% triton_mm_2387 0.0297 ms 66.5% triton_mm_2391 0.0325 ms 60.6% triton_mm_2381 0.0330 ms 59.8% SingleProcess AUTOTUNE benchmarking takes 7.4130 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x32768, 32768x1536) mm 1.3330 ms 100.0% triton_mm_2359 1.4169 ms 94.1% triton_mm_2360 1.4210 ms 93.8% triton_mm_2358 1.4258 ms 93.5% triton_mm_2354 1.7776 ms 75.0% triton_mm_2351 1.8040 ms 73.9% triton_mm_2353 1.8341 ms 72.7% triton_mm_2355 1.8871 ms 70.6% triton_mm_2352 1.9111 ms 69.8% triton_mm_2356 1.9416 ms 68.7% SingleProcess AUTOTUNE benchmarking takes 9.8262 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x6144) triton_mm_2429 0.2665 ms 100.0% triton_mm_2430 0.2778 ms 95.9% triton_mm_2431 0.2976 ms 89.5% mm 0.3020 ms 88.2% triton_mm_2424 0.3314 ms 80.4% triton_mm_2422 0.3348 ms 79.6% triton_mm_2426 0.3381 ms 78.8% triton_mm_2423 0.3533 ms 75.4% triton_mm_2427 0.3625 ms 73.5% triton_mm_2425 0.3801 ms 70.1% SingleProcess AUTOTUNE benchmarking takes 10.6727 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x3432, 3432x1536) triton_mm_2486 0.2726 ms 100.0% triton_mm_2487 0.2854 ms 95.5% triton_mm_2488 0.3016 ms 90.4% mm 0.3176 ms 85.8% triton_mm_2481 0.3237 ms 84.2% triton_mm_2479 0.3324 ms 82.0% triton_mm_2483 0.3354 ms 81.3% triton_mm_2482 0.3543 ms 76.9% triton_mm_2484 0.3622 ms 75.3% triton_mm_2480 0.3652 ms 74.7% SingleProcess AUTOTUNE benchmarking takes 9.7954 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x6144, 6144x1536) triton_mm_2467 0.2661 ms 100.0% triton_mm_2468 0.2684 ms 99.1% triton_mm_2469 0.2698 ms 98.6% mm 0.2749 ms 96.8% triton_mm_2460 0.3232 ms 82.3% triton_mm_2462 0.3242 ms 82.1% triton_mm_2464 0.3281 ms 81.1% triton_mm_2463 0.3485 ms 76.4% triton_mm_2461 0.3544 ms 75.1% triton_mm_2465 0.3621 ms 73.5% SingleProcess AUTOTUNE benchmarking takes 2.5454 seconds and 0.0009 seconds precompiling AUTOTUNE mm(4608x3432, 3432x1536) triton_mm_2562 0.1885 ms 100.0% triton_mm_2563 0.1965 ms 95.9% triton_mm_2564 0.2065 ms 91.3% mm 0.2178 ms 86.5% triton_mm_2557 0.2488 ms 75.8% triton_mm_2555 0.2517 ms 74.9% triton_mm_2559 0.2540 ms 74.2% triton_mm_2558 0.2657 ms 70.9% triton_mm_2560 0.2660 ms 70.8% triton_mm_2556 0.2683 ms 70.2% SingleProcess AUTOTUNE benchmarking takes 9.7799 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x4608, 4608x1536) triton_mm_2543 0.2015 ms 100.0% triton_mm_2544 0.2025 ms 99.5% triton_mm_2545 0.2032 ms 99.1% mm 0.2271 ms 88.7% triton_mm_2538 0.2437 ms 82.7% triton_mm_2536 0.2442 ms 82.5% triton_mm_2540 0.2484 ms 81.1% triton_mm_2539 0.2620 ms 76.9% triton_mm_2537 0.2647 ms 76.1% triton_mm_2541 0.2736 ms 73.7% SingleProcess AUTOTUNE benchmarking takes 13.0117 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x1536) mm 0.0794 ms 100.0% triton_mm_2517 0.0900 ms 88.2% triton_mm_2521 0.0903 ms 87.9% triton_mm_2524 0.0921 ms 86.2% triton_mm_2519 0.0956 ms 83.0% triton_mm_2525 0.1000 ms 79.4% triton_mm_2526 0.1026 ms 77.4% triton_mm_2518 0.1067 ms 74.4% triton_mm_2516 0.1253 ms 63.3% triton_mm_2520 0.1255 ms 63.3% SingleProcess AUTOTUNE benchmarking takes 12.6887 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x1536) mm 0.0711 ms 100.0% triton_mm_2505 0.0761 ms 93.5% triton_mm_2506 0.0769 ms 92.5% triton_mm_2507 0.0787 ms 90.4% triton_mm_2502 0.0885 ms 80.4% triton_mm_2498 0.0887 ms 80.2% triton_mm_2500 0.0889 ms 80.1% triton_mm_2499 0.0927 ms 76.8% triton_mm_2503 0.0977 ms 72.8% triton_mm_2501 0.1039 ms 68.5% SingleProcess AUTOTUNE benchmarking takes 2.4172 seconds and 0.0010 seconds precompiling AUTOTUNE mm(9216x12, 12x1536) triton_mm_2594 0.0236 ms 100.0% triton_mm_2589 0.0237 ms 99.4% triton_mm_2593 0.0242 ms 97.4% triton_mm_2590 0.0243 ms 96.9% triton_mm_2588 0.0244 ms 96.4% triton_mm_2587 0.0248 ms 94.9% triton_mm_2596 0.0249 ms 94.5% triton_mm_2592 0.0254 ms 92.8% triton_mm_2591 0.0255 ms 92.5% triton_mm_2597 0.0259 ms 91.2% SingleProcess AUTOTUNE benchmarking takes 5.1443 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x6144) mm 0.2748 ms 100.0% triton_mm_2633 0.2774 ms 99.0% triton_mm_2634 0.2868 ms 95.8% triton_mm_2635 0.3004 ms 91.5% triton_mm_2628 0.3310 ms 83.0% triton_mm_2630 0.3382 ms 81.2% triton_mm_2626 0.3387 ms 81.1% triton_mm_2629 0.3604 ms 76.2% triton_mm_2631 0.3622 ms 75.9% triton_mm_2627 0.3690 ms 74.5% SingleProcess AUTOTUNE benchmarking takes 2.5355 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x9216, 9216x1536) triton_mm_2573 0.0392 ms 100.0% mm 0.0393 ms 99.8% triton_mm_2569 0.0420 ms 93.4% triton_mm_2577 0.0472 ms 83.0% triton_mm_2581 0.0578 ms 67.8% triton_mm_2568 0.0704 ms 55.6% triton_mm_2567 0.0724 ms 54.1% triton_mm_2572 0.0778 ms 50.4% triton_mm_2576 0.0831 ms 47.1% triton_mm_2566 0.0865 ms 45.3% SingleProcess AUTOTUNE benchmarking takes 6.2641 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x6144) triton_mm_2614 0.2661 ms 100.0% triton_mm_2615 0.2774 ms 95.9% triton_mm_2616 0.2975 ms 89.5% mm 0.3002 ms 88.7% triton_mm_2609 0.3309 ms 80.4% triton_mm_2607 0.3343 ms 79.6% triton_mm_2611 0.3369 ms 79.0% triton_mm_2608 0.3528 ms 75.4% triton_mm_2612 0.3635 ms 73.2% triton_mm_2610 0.3828 ms 69.5% SingleProcess AUTOTUNE benchmarking takes 2.5370 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x3432, 3432x1536) triton_mm_2671 0.2733 ms 100.0% mm 0.2748 ms 99.4% triton_mm_2672 0.2868 ms 95.3% triton_mm_2673 0.3020 ms 90.5% triton_mm_2666 0.3243 ms 84.3% triton_mm_2664 0.3321 ms 82.3% triton_mm_2668 0.3366 ms 81.2% triton_mm_2667 0.3555 ms 76.9% triton_mm_2669 0.3616 ms 75.6% triton_mm_2665 0.3654 ms 74.8% SingleProcess AUTOTUNE benchmarking takes 2.5323 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x6144, 6144x1536) triton_mm_2652 0.2658 ms 100.0% triton_mm_2653 0.2675 ms 99.4% triton_mm_2654 0.2687 ms 98.9% mm 0.2725 ms 97.5% triton_mm_2645 0.3223 ms 82.5% triton_mm_2647 0.3234 ms 82.2% triton_mm_2649 0.3276 ms 81.1% triton_mm_2648 0.3477 ms 76.4% triton_mm_2646 0.3552 ms 74.8% triton_mm_2650 0.3618 ms 73.5% SingleProcess AUTOTUNE benchmarking takes 2.5381 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x3432, 3432x1536) mm 0.1841 ms 100.0% triton_mm_2747 0.1894 ms 97.2% triton_mm_2748 0.1963 ms 93.8% triton_mm_2749 0.2074 ms 88.8% triton_mm_2742 0.2496 ms 73.8% triton_mm_2740 0.2519 ms 73.1% triton_mm_2744 0.2548 ms 72.3% triton_mm_2745 0.2671 ms 68.9% triton_mm_2741 0.2674 ms 68.8% triton_mm_2743 0.2687 ms 68.5% SingleProcess AUTOTUNE benchmarking takes 2.5075 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x4608, 4608x1536) triton_mm_2728 0.2026 ms 100.0% triton_mm_2729 0.2036 ms 99.5% triton_mm_2730 0.2041 ms 99.3% mm 0.2267 ms 89.4% triton_mm_2723 0.2437 ms 83.1% triton_mm_2721 0.2442 ms 83.0% triton_mm_2725 0.2489 ms 81.4% triton_mm_2724 0.2612 ms 77.5% triton_mm_2722 0.2682 ms 75.5% triton_mm_2726 0.2741 ms 73.9% SingleProcess AUTOTUNE benchmarking takes 2.5028 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x1536) mm 0.0804 ms 100.0% triton_mm_2702 0.0898 ms 89.6% triton_mm_2706 0.0900 ms 89.3% triton_mm_2709 0.0918 ms 87.6% triton_mm_2704 0.0953 ms 84.4% triton_mm_2710 0.0996 ms 80.7% triton_mm_2711 0.1026 ms 78.4% triton_mm_2705 0.1028 ms 78.2% triton_mm_2707 0.1035 ms 77.7% triton_mm_2703 0.1064 ms 75.6% SingleProcess AUTOTUNE benchmarking takes 2.4106 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x1536) mm 0.0709 ms 100.0% triton_mm_2690 0.0754 ms 94.1% triton_mm_2691 0.0762 ms 93.1% triton_mm_2692 0.0798 ms 88.9% triton_mm_2683 0.0876 ms 81.0% triton_mm_2685 0.0887 ms 80.0% triton_mm_2687 0.0892 ms 79.5% triton_mm_2684 0.0934 ms 75.9% triton_mm_2688 0.0965 ms 73.5% triton_mm_2686 0.1035 ms 68.5% SingleProcess AUTOTUNE benchmarking takes 2.3973 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x12, 12x1536) triton_mm_2779 0.0235 ms 100.0% triton_mm_2776 0.0242 ms 97.1% triton_mm_2775 0.0243 ms 97.0% triton_mm_2774 0.0248 ms 95.0% triton_mm_2772 0.0248 ms 94.8% triton_mm_2781 0.0249 ms 94.5% triton_mm_2778 0.0251 ms 93.6% triton_mm_2777 0.0253 ms 92.9% triton_mm_2773 0.0255 ms 92.2% triton_mm_2780 0.0258 ms 91.1% SingleProcess AUTOTUNE benchmarking takes 2.0343 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x6144) mm 0.2741 ms 100.0% triton_mm_2818 0.2785 ms 98.4% triton_mm_2819 0.2883 ms 95.1% triton_mm_2820 0.3018 ms 90.8% triton_mm_2813 0.3344 ms 82.0% triton_mm_2811 0.3392 ms 80.8% triton_mm_2815 0.3408 ms 80.4% triton_mm_2814 0.3625 ms 75.6% triton_mm_2816 0.3628 ms 75.6% triton_mm_2812 0.3701 ms 74.1% SingleProcess AUTOTUNE benchmarking takes 2.5345 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x9216, 9216x1536) triton_mm_2758 0.0390 ms 100.0% mm 0.0393 ms 99.4% triton_mm_2754 0.0420 ms 93.0% triton_mm_2762 0.0471 ms 82.9% triton_mm_2766 0.0576 ms 67.7% triton_mm_2753 0.0712 ms 54.8% triton_mm_2752 0.0722 ms 54.1% triton_mm_2757 0.0776 ms 50.3% triton_mm_2761 0.0830 ms 47.0% triton_mm_2751 0.0858 ms 45.5% SingleProcess AUTOTUNE benchmarking takes 2.1348 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x3432, 3432x1536) triton_mm_2856 0.2725 ms 100.0% mm 0.2757 ms 98.8% triton_mm_2857 0.2867 ms 95.1% triton_mm_2858 0.3013 ms 90.4% triton_mm_2851 0.3240 ms 84.1% triton_mm_2849 0.3314 ms 82.2% triton_mm_2853 0.3372 ms 80.8% triton_mm_2852 0.3556 ms 76.6% triton_mm_2854 0.3624 ms 75.2% triton_mm_2850 0.3655 ms 74.6% SingleProcess AUTOTUNE benchmarking takes 2.5339 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x6144, 6144x1536) triton_mm_2837 0.2655 ms 100.0% triton_mm_2838 0.2688 ms 98.8% triton_mm_2839 0.2691 ms 98.6% mm 0.2738 ms 97.0% triton_mm_2830 0.3225 ms 82.3% triton_mm_2832 0.3241 ms 81.9% triton_mm_2834 0.3284 ms 80.8% triton_mm_2833 0.3488 ms 76.1% triton_mm_2831 0.3562 ms 74.5% triton_mm_2835 0.3628 ms 73.2% SingleProcess AUTOTUNE benchmarking takes 2.5422 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x1536) mm 0.0794 ms 100.0% triton_mm_2887 0.0903 ms 87.9% triton_mm_2891 0.0907 ms 87.5% triton_mm_2894 0.0921 ms 86.1% triton_mm_2889 0.0964 ms 82.3% triton_mm_2895 0.1000 ms 79.4% triton_mm_2890 0.1019 ms 77.9% triton_mm_2896 0.1027 ms 77.3% triton_mm_2892 0.1043 ms 76.1% triton_mm_2888 0.1053 ms 75.4% SingleProcess AUTOTUNE benchmarking takes 2.4165 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x1536) mm 0.0708 ms 100.0% triton_mm_2875 0.0759 ms 93.3% triton_mm_2876 0.0766 ms 92.4% triton_mm_2877 0.0785 ms 90.3% triton_mm_2870 0.0876 ms 80.9% triton_mm_2868 0.0876 ms 80.8% triton_mm_2872 0.0882 ms 80.3% triton_mm_2869 0.0921 ms 76.9% triton_mm_2873 0.0973 ms 72.8% triton_mm_2871 0.1023 ms 69.3% SingleProcess AUTOTUNE benchmarking takes 2.4163 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x6144) mm 0.2735 ms 100.0% triton_mm_3003 0.2785 ms 98.2% triton_mm_3004 0.2877 ms 95.1% triton_mm_3005 0.3011 ms 90.8% triton_mm_2998 0.3324 ms 82.3% triton_mm_3000 0.3387 ms 80.8% triton_mm_2996 0.3413 ms 80.1% triton_mm_2999 0.3623 ms 75.5% triton_mm_3001 0.3629 ms 75.4% triton_mm_2997 0.3707 ms 73.8% SingleProcess AUTOTUNE benchmarking takes 2.5391 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x9216, 9216x1536) triton_mm_2943 0.0388 ms 100.0% mm 0.0392 ms 99.0% triton_mm_2939 0.0418 ms 93.0% triton_mm_2947 0.0459 ms 84.7% triton_mm_2951 0.0566 ms 68.7% triton_mm_2938 0.0704 ms 55.2% triton_mm_2937 0.0715 ms 54.3% triton_mm_2942 0.0776 ms 50.1% triton_mm_2946 0.0822 ms 47.2% triton_mm_2936 0.0857 ms 45.3% SingleProcess AUTOTUNE benchmarking takes 2.1319 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x3432, 3432x1536) triton_mm_3041 0.2738 ms 100.0% mm 0.2746 ms 99.7% triton_mm_3042 0.2869 ms 95.4% triton_mm_3043 0.3018 ms 90.7% triton_mm_3036 0.3241 ms 84.5% triton_mm_3034 0.3330 ms 82.2% triton_mm_3038 0.3381 ms 81.0% triton_mm_3037 0.3552 ms 77.1% triton_mm_3039 0.3624 ms 75.5% triton_mm_3035 0.3657 ms 74.9% SingleProcess AUTOTUNE benchmarking takes 2.5308 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x6144, 6144x1536) triton_mm_3022 0.2663 ms 100.0% triton_mm_3023 0.2692 ms 98.9% triton_mm_3024 0.2701 ms 98.6% mm 0.2731 ms 97.5% triton_mm_3015 0.3239 ms 82.2% triton_mm_3017 0.3241 ms 82.2% triton_mm_3019 0.3286 ms 81.0% triton_mm_3018 0.3496 ms 76.2% triton_mm_3016 0.3549 ms 75.0% triton_mm_3020 0.3628 ms 73.4% SingleProcess AUTOTUNE benchmarking takes 2.5375 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x1536) mm 0.0801 ms 100.0% triton_mm_3072 0.0898 ms 89.2% triton_mm_3076 0.0909 ms 88.1% triton_mm_3079 0.0929 ms 86.2% triton_mm_3074 0.0956 ms 83.8% triton_mm_3080 0.1008 ms 79.4% triton_mm_3081 0.1019 ms 78.6% triton_mm_3075 0.1031 ms 77.7% triton_mm_3077 0.1047 ms 76.5% triton_mm_3073 0.1066 ms 75.1% SingleProcess AUTOTUNE benchmarking takes 2.4163 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x1536) mm 0.0716 ms 100.0% triton_mm_3061 0.0762 ms 93.9% triton_mm_3060 0.0762 ms 93.9% triton_mm_3062 0.0796 ms 89.8% triton_mm_3055 0.0879 ms 81.4% triton_mm_3057 0.0884 ms 80.9% triton_mm_3053 0.0887 ms 80.7% triton_mm_3054 0.0923 ms 77.5% triton_mm_3058 0.0977 ms 73.3% triton_mm_3056 0.1035 ms 69.2% SingleProcess AUTOTUNE benchmarking takes 2.4129 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x9216, 9216x1536) triton_mm_3128 0.0382 ms 100.0% mm 0.0393 ms 97.1% triton_mm_3124 0.0417 ms 91.5% triton_mm_3132 0.0459 ms 83.2% triton_mm_3136 0.0566 ms 67.4% triton_mm_3123 0.0704 ms 54.2% triton_mm_3122 0.0715 ms 53.4% triton_mm_3127 0.0769 ms 49.6% triton_mm_3131 0.0822 ms 46.4% triton_mm_3121 0.0865 ms 44.1% SingleProcess AUTOTUNE benchmarking takes 2.1242 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x1536) triton_mm_3257 0.0898 ms 100.0% triton_mm_3261 0.0901 ms 99.6% triton_mm_3264 0.0932 ms 96.3% mm 0.0965 ms 93.0% triton_mm_3259 0.0971 ms 92.5% triton_mm_3265 0.1009 ms 89.0% triton_mm_3266 0.1020 ms 88.1% triton_mm_3260 0.1032 ms 87.0% triton_mm_3262 0.1039 ms 86.4% triton_mm_3258 0.1065 ms 84.3% SingleProcess AUTOTUNE benchmarking takes 2.4115 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x1536) mm 0.0716 ms 100.0% triton_mm_3245 0.0754 ms 95.0% triton_mm_3246 0.0762 ms 94.0% triton_mm_3247 0.0796 ms 90.0% triton_mm_3238 0.0879 ms 81.5% triton_mm_3242 0.0884 ms 81.0% triton_mm_3240 0.0887 ms 80.7% triton_mm_3239 0.0932 ms 76.8% triton_mm_3243 0.0978 ms 73.3% triton_mm_3241 0.1034 ms 69.2% SingleProcess AUTOTUNE benchmarking takes 2.4154 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x9216, 9216x1536) triton_mm_3313 0.0391 ms 100.0% mm 0.0392 ms 99.8% triton_mm_3309 0.0416 ms 94.1% triton_mm_3317 0.0459 ms 85.3% triton_mm_3321 0.0578 ms 67.7% triton_mm_3308 0.0704 ms 55.6% triton_mm_3307 0.0715 ms 54.8% triton_mm_3312 0.0769 ms 50.9% triton_mm_3316 0.0822 ms 47.6% triton_mm_3306 0.0865 ms 45.2% SingleProcess AUTOTUNE benchmarking takes 2.1304 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x9216, 9216x1536) triton_mm_3498 0.0390 ms 100.0% mm 0.0392 ms 99.4% triton_mm_3494 0.0415 ms 94.1% triton_mm_3502 0.0459 ms 84.9% triton_mm_3506 0.0576 ms 67.8% triton_mm_3493 0.0704 ms 55.4% triton_mm_3492 0.0714 ms 54.6% triton_mm_3497 0.0769 ms 50.7% triton_mm_3501 0.0830 ms 47.0% triton_mm_3491 0.0863 ms 45.2% SingleProcess AUTOTUNE benchmarking takes 2.1458 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x9216, 9216x1536) triton_mm_3683 0.0389 ms 100.0% mm 0.0391 ms 99.6% triton_mm_3679 0.0416 ms 93.5% triton_mm_3687 0.0470 ms 82.9% triton_mm_3691 0.0576 ms 67.5% triton_mm_3678 0.0704 ms 55.3% triton_mm_3677 0.0715 ms 54.4% triton_mm_3682 0.0769 ms 50.6% triton_mm_3686 0.0830 ms 46.9% triton_mm_3676 0.0864 ms 45.0% SingleProcess AUTOTUNE benchmarking takes 2.1463 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x9216, 9216x1536) triton_mm_3868 0.0390 ms 100.0% mm 0.0392 ms 99.5% triton_mm_3864 0.0416 ms 93.8% triton_mm_3872 0.0459 ms 85.1% triton_mm_3876 0.0566 ms 69.0% triton_mm_3863 0.0704 ms 55.5% triton_mm_3862 0.0715 ms 54.6% triton_mm_3867 0.0768 ms 50.8% triton_mm_3871 0.0822 ms 47.5% triton_mm_3861 0.0857 ms 45.5% SingleProcess AUTOTUNE benchmarking takes 2.1467 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x9216, 9216x1536) triton_mm_4053 0.0391 ms 100.0% mm 0.0392 ms 99.7% triton_mm_4049 0.0419 ms 93.2% triton_mm_4057 0.0472 ms 82.8% triton_mm_4061 0.0566 ms 69.0% triton_mm_4048 0.0704 ms 55.5% triton_mm_4047 0.0715 ms 54.7% triton_mm_4052 0.0769 ms 50.8% triton_mm_4056 0.0822 ms 47.5% triton_mm_4046 0.0865 ms 45.2% SingleProcess AUTOTUNE benchmarking takes 2.1460 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x9216, 9216x1536) triton_mm_4238 0.0377 ms 100.0% mm 0.0392 ms 96.2% triton_mm_4234 0.0416 ms 90.8% triton_mm_4242 0.0459 ms 82.2% triton_mm_4246 0.0566 ms 66.6% triton_mm_4233 0.0704 ms 53.6% triton_mm_4232 0.0715 ms 52.8% triton_mm_4237 0.0777 ms 48.5% triton_mm_4241 0.0822 ms 45.9% triton_mm_4231 0.0858 ms 44.0% SingleProcess AUTOTUNE benchmarking takes 2.1446 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x9216, 9216x1536) triton_mm_4423 0.0377 ms 100.0% mm 0.0392 ms 96.3% triton_mm_4419 0.0417 ms 90.6% triton_mm_4427 0.0459 ms 82.2% triton_mm_4431 0.0578 ms 65.2% triton_mm_4418 0.0704 ms 53.6% triton_mm_4417 0.0715 ms 52.8% triton_mm_4422 0.0768 ms 49.1% triton_mm_4426 0.0831 ms 45.4% triton_mm_4416 0.0865 ms 43.6% SingleProcess AUTOTUNE benchmarking takes 2.1505 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x9216, 9216x1536) triton_mm_4608 0.0379 ms 100.0% mm 0.0392 ms 96.7% triton_mm_4604 0.0416 ms 91.2% triton_mm_4612 0.0471 ms 80.6% triton_mm_4616 0.0566 ms 67.0% triton_mm_4603 0.0704 ms 53.8% triton_mm_4602 0.0715 ms 53.0% triton_mm_4607 0.0769 ms 49.3% triton_mm_4611 0.0830 ms 45.7% triton_mm_4601 0.0864 ms 43.9% SingleProcess AUTOTUNE benchmarking takes 2.1393 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x9216, 9216x1536) triton_mm_4793 0.0378 ms 100.0% mm 0.0392 ms 96.6% triton_mm_4789 0.0417 ms 90.8% triton_mm_4797 0.0459 ms 82.4% triton_mm_4801 0.0578 ms 65.4% triton_mm_4788 0.0712 ms 53.1% triton_mm_4787 0.0723 ms 52.3% triton_mm_4792 0.0769 ms 49.2% triton_mm_4796 0.0831 ms 45.5% triton_mm_4786 0.0857 ms 44.1% SingleProcess AUTOTUNE benchmarking takes 2.1541 seconds and 0.0000 seconds precompiling AUTOTUNE mm(2048x3432, 3432x1536) triton_mm_5854 0.0929 ms 100.0% mm 0.0940 ms 98.8% triton_mm_5855 0.1003 ms 92.7% triton_mm_5856 0.1030 ms 90.2% triton_mm_5850 0.1328 ms 70.0% triton_mm_5852 0.1338 ms 69.4% triton_mm_5848 0.1371 ms 67.8% triton_mm_5851 0.1379 ms 67.4% triton_mm_5849 0.1380 ms 67.3% triton_mm_5847 0.1396 ms 66.6% SingleProcess AUTOTUNE benchmarking takes 9.7897 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x2048, 2048x1536) mm 0.0906 ms 100.0% triton_mm_5835 0.0950 ms 95.4% triton_mm_5836 0.0968 ms 93.6% triton_mm_5837 0.0988 ms 91.7% triton_mm_5832 0.1112 ms 81.5% triton_mm_5830 0.1124 ms 80.6% triton_mm_5828 0.1142 ms 79.4% triton_mm_5829 0.1242 ms 73.0% triton_mm_5831 0.1271 ms 71.3% triton_mm_5833 0.1275 ms 71.1% SingleProcess AUTOTUNE benchmarking takes 10.3016 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3420, 3420x28) mm 0.0281 ms 100.0% triton_mm_6969 0.0331 ms 84.9% triton_mm_6970 0.0383 ms 73.4% triton_mm_6968 0.0406 ms 69.2% triton_mm_6977 0.0409 ms 68.8% triton_mm_6978 0.0412 ms 68.2% triton_mm_6974 0.0419 ms 67.0% triton_mm_6971 0.0428 ms 65.7% triton_mm_6982 0.0454 ms 61.9% triton_mm_6976 0.0458 ms 61.4% SingleProcess AUTOTUNE benchmarking takes 6.9395 seconds and 0.0000 seconds precompiling /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2198: UserWarning: Overwriting vit_tiny_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2207: UserWarning: Overwriting vit_tiny_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2216: UserWarning: Overwriting vit_small_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2225: UserWarning: Overwriting vit_small_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2234: UserWarning: Overwriting vit_small_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2243: UserWarning: Overwriting vit_small_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2252: UserWarning: Overwriting vit_small_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2261: UserWarning: Overwriting vit_base_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2271: UserWarning: Overwriting vit_base_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2281: UserWarning: Overwriting vit_base_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2291: UserWarning: Overwriting vit_base_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2301: UserWarning: Overwriting vit_base_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2311: UserWarning: Overwriting vit_large_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2320: UserWarning: Overwriting vit_large_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2330: UserWarning: Overwriting vit_large_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2340: UserWarning: Overwriting vit_large_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2350: UserWarning: Overwriting vit_large_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2359: UserWarning: Overwriting vit_huge_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2368: UserWarning: Overwriting vit_giant_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2377: UserWarning: Overwriting vit_gigantic_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2387: UserWarning: Overwriting vit_base_patch16_224_miil in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224_miil. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224_miil(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2398: UserWarning: Overwriting vit_medium_patch16_gap_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2410: UserWarning: Overwriting vit_medium_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2422: UserWarning: Overwriting vit_medium_patch16_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2434: UserWarning: Overwriting vit_betwixt_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2446: UserWarning: Overwriting vit_base_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2457: UserWarning: Overwriting vit_huge_patch14_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2468: UserWarning: Overwriting vit_huge_patch16_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch16_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch16_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2479: UserWarning: Overwriting vit_giant_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2491: UserWarning: Overwriting vit_xsmall_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_xsmall_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_xsmall_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2500: UserWarning: Overwriting vit_medium_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2510: UserWarning: Overwriting vit_medium_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2519: UserWarning: Overwriting vit_betwixt_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2529: UserWarning: Overwriting vit_base_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2540: UserWarning: Overwriting vit_base_patch32_clip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2551: UserWarning: Overwriting vit_base_patch32_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2562: UserWarning: Overwriting vit_base_patch32_clip_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2573: UserWarning: Overwriting vit_base_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2583: UserWarning: Overwriting vit_base_patch16_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2593: UserWarning: Overwriting vit_large_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2603: UserWarning: Overwriting vit_large_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2613: UserWarning: Overwriting vit_huge_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2623: UserWarning: Overwriting vit_huge_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2633: UserWarning: Overwriting vit_huge_patch14_clip_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2643: UserWarning: Overwriting vit_giant_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2656: UserWarning: Overwriting vit_gigantic_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2669: UserWarning: Overwriting vit_base_patch32_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2681: UserWarning: Overwriting vit_base_patch16_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2693: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2705: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2717: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2729: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2743: UserWarning: Overwriting vit_base_patch32_plus_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_plus_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_plus_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2753: UserWarning: Overwriting vit_base_patch16_plus_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_plus_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_plus_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2763: UserWarning: Overwriting vit_base_patch16_rpn_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_rpn_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_rpn_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2775: UserWarning: Overwriting vit_small_patch16_36x1_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_36x1_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_36x1_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2787: UserWarning: Overwriting vit_small_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2800: UserWarning: Overwriting vit_base_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2812: UserWarning: Overwriting eva_large_patch14_196 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_196. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_196(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2821: UserWarning: Overwriting eva_large_patch14_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2829: UserWarning: Overwriting flexivit_small in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_small. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_small(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2838: UserWarning: Overwriting flexivit_base in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_base. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_base(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2847: UserWarning: Overwriting flexivit_large in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_large. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_large(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2856: UserWarning: Overwriting vit_base_patch16_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2869: UserWarning: Overwriting vit_large_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2882: UserWarning: Overwriting vit_huge_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2895: UserWarning: Overwriting vit_small_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2905: UserWarning: Overwriting vit_base_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2915: UserWarning: Overwriting vit_large_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2925: UserWarning: Overwriting vit_giant_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2942: UserWarning: Overwriting vit_small_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2955: UserWarning: Overwriting vit_base_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2968: UserWarning: Overwriting vit_large_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2981: UserWarning: Overwriting vit_giant_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2998: UserWarning: Overwriting vit_base_patch16_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3008: UserWarning: Overwriting vit_base_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3018: UserWarning: Overwriting vit_base_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3028: UserWarning: Overwriting vit_base_patch16_siglip_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3038: UserWarning: Overwriting vit_large_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3048: UserWarning: Overwriting vit_large_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3058: UserWarning: Overwriting vit_so400m_patch14_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3068: UserWarning: Overwriting vit_so400m_patch14_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3078: UserWarning: Overwriting vit_base_patch16_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3089: UserWarning: Overwriting vit_base_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3100: UserWarning: Overwriting vit_base_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3111: UserWarning: Overwriting vit_base_patch16_siglip_gap_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3122: UserWarning: Overwriting vit_large_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3133: UserWarning: Overwriting vit_large_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3144: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3156: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3168: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3180: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_896 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_896. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_896(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3192: UserWarning: Overwriting vit_wee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_wee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_wee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3203: UserWarning: Overwriting vit_pwee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_pwee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_pwee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3214: UserWarning: Overwriting vit_little_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3225: UserWarning: Overwriting vit_little_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3236: UserWarning: Overwriting vit_medium_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3247: UserWarning: Overwriting vit_medium_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3258: UserWarning: Overwriting vit_mediumd_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_mediumd_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_mediumd_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3269: UserWarning: Overwriting vit_betwixt_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3280: UserWarning: Overwriting vit_betwixt_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3291: UserWarning: Overwriting vit_base_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3302: UserWarning: Overwriting vit_so150m_patch16_reg4_map_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_map_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_map_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3313: UserWarning: Overwriting vit_so150m_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/train.py:99: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature. checkpoint = torch.load(vae_ckpt, map_location="cpu") /home/user/VAR/utils/amp_sc.py:27: FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead. self.scaler = torch.cuda.amp.GradScaler(init_scale=2. ** 11, growth_interval=1000) if self.using_fp16_rather_bf16 else None # only fp16 needs a scaler /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(3420x28, 28x1536) triton_mm_7 0.0220 ms 100.0% triton_mm_12 0.0227 ms 97.2% triton_mm_2 0.0228 ms 96.6% triton_mm_13 0.0228 ms 96.6% triton_mm_6 0.0229 ms 96.2% triton_mm_8 0.0229 ms 96.2% triton_mm_9 0.0229 ms 96.0% triton_mm_10 0.0231 ms 95.4% triton_mm_11 0.0231 ms 95.4% triton_mm_4 0.0231 ms 95.2% SingleProcess AUTOTUNE benchmarking takes 2.0710 seconds and 0.0326 seconds precompiling AUTOTUNE addmm(12x9216, 12x1536, 1536x9216) triton_mm_29 0.0344 ms 100.0% triton_mm_33 0.0355 ms 97.0% triton_mm_25 0.0356 ms 96.5% triton_mm_21 0.0357 ms 96.4% triton_mm_28 0.0358 ms 96.0% triton_mm_18 0.0368 ms 93.5% triton_mm_24 0.0368 ms 93.5% bias_addmm 0.0380 ms 90.6% triton_mm_20 0.0399 ms 86.3% triton_mm_19 0.0401 ms 85.9% SingleProcess AUTOTUNE benchmarking takes 2.1850 seconds and 0.0009 seconds precompiling AUTOTUNE addmm(3432x4608, 3432x1536, 1536x4608) triton_mm_51 0.2164 ms 100.0% triton_mm_50 0.2187 ms 99.0% triton_mm_52 0.2381 ms 90.9% triton_mm_45 0.2609 ms 83.0% bias_addmm 0.2666 ms 81.2% addmm 0.2691 ms 80.4% triton_mm_43 0.2727 ms 79.4% triton_mm_47 0.2739 ms 79.0% triton_mm_44 0.2974 ms 72.8% triton_mm_48 0.3046 ms 71.1% SingleProcess AUTOTUNE benchmarking takes 2.6377 seconds and 0.0292 seconds precompiling AUTOTUNE addmm(3432x1536, 3432x1536, 1536x1536) triton_mm_70 0.0773 ms 100.0% triton_mm_69 0.0807 ms 95.8% triton_mm_71 0.0823 ms 93.9% bias_addmm 0.0863 ms 89.6% addmm 0.0920 ms 84.0% triton_mm_64 0.0920 ms 84.0% triton_mm_66 0.0938 ms 82.5% triton_mm_62 0.0955 ms 81.0% triton_mm_63 0.1036 ms 74.6% triton_mm_67 0.1049 ms 73.7% SingleProcess AUTOTUNE benchmarking takes 2.5189 seconds and 0.0009 seconds precompiling AUTOTUNE addmm(3432x6144, 3432x1536, 1536x6144) triton_mm_89 0.2901 ms 100.0% triton_mm_88 0.2927 ms 99.1% triton_mm_90 0.3203 ms 90.6% bias_addmm 0.3464 ms 83.8% triton_mm_83 0.3525 ms 82.3% addmm 0.3597 ms 80.7% triton_mm_85 0.3662 ms 79.2% triton_mm_81 0.3698 ms 78.5% triton_mm_82 0.4047 ms 71.7% triton_mm_86 0.4063 ms 71.4% SingleProcess AUTOTUNE benchmarking takes 2.6601 seconds and 0.5874 seconds precompiling AUTOTUNE addmm(3432x1536, 3432x6144, 6144x1536) triton_mm_108 0.2733 ms 100.0% triton_mm_109 0.2838 ms 96.3% triton_mm_107 0.2901 ms 94.2% bias_addmm 0.3101 ms 88.1% addmm 0.3317 ms 82.4% triton_mm_102 0.3384 ms 80.8% triton_mm_100 0.3504 ms 78.0% triton_mm_104 0.3524 ms 77.6% triton_mm_103 0.3568 ms 76.6% triton_mm_105 0.3885 ms 70.3% SingleProcess AUTOTUNE benchmarking takes 2.6592 seconds and 0.2969 seconds precompiling AUTOTUNE addmm(3432x1536, 3432x6144, 6144x1536) triton_mm_201 0.2731 ms 100.0% triton_mm_202 0.2851 ms 95.8% triton_mm_200 0.2906 ms 94.0% bias_addmm 0.3102 ms 88.0% addmm 0.3314 ms 82.4% triton_mm_195 0.3384 ms 80.7% triton_mm_193 0.3505 ms 77.9% triton_mm_197 0.3535 ms 77.2% triton_mm_196 0.3587 ms 76.1% triton_mm_198 0.3897 ms 70.1% SingleProcess AUTOTUNE benchmarking takes 2.6612 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(3432x1536, 3432x6144, 6144x1536) triton_mm_294 0.2736 ms 100.0% triton_mm_295 0.2844 ms 96.2% triton_mm_293 0.2908 ms 94.1% bias_addmm 0.3101 ms 88.2% addmm 0.3315 ms 82.5% triton_mm_288 0.3386 ms 80.8% triton_mm_286 0.3509 ms 78.0% triton_mm_290 0.3538 ms 77.3% triton_mm_289 0.3579 ms 76.5% triton_mm_291 0.3891 ms 70.3% SingleProcess AUTOTUNE benchmarking takes 2.6644 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(3432x1536, 3432x6144, 6144x1536) triton_mm_387 0.2740 ms 100.0% triton_mm_388 0.2861 ms 95.8% triton_mm_386 0.2908 ms 94.2% addmm 0.2947 ms 93.0% bias_addmm 0.3108 ms 88.1% triton_mm_381 0.3387 ms 80.9% triton_mm_379 0.3501 ms 78.2% triton_mm_383 0.3535 ms 77.5% triton_mm_382 0.3576 ms 76.6% triton_mm_384 0.3884 ms 70.6% SingleProcess AUTOTUNE benchmarking takes 2.6569 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(3432x1536, 3432x6144, 6144x1536) triton_mm_480 0.2732 ms 100.0% triton_mm_481 0.2841 ms 96.2% triton_mm_479 0.2905 ms 94.0% bias_addmm 0.3100 ms 88.1% addmm 0.3308 ms 82.6% triton_mm_474 0.3393 ms 80.5% triton_mm_472 0.3487 ms 78.3% triton_mm_476 0.3530 ms 77.4% triton_mm_475 0.3574 ms 76.4% triton_mm_477 0.3889 ms 70.2% SingleProcess AUTOTUNE benchmarking takes 2.6700 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(3432x2048, 3432x1536, 1536x2048) triton_mm_592 0.0983 ms 100.0% triton_mm_591 0.0992 ms 99.1% triton_mm_593 0.1081 ms 91.0% triton_mm_586 0.1206 ms 81.5% triton_mm_588 0.1230 ms 80.0% triton_mm_584 0.1237 ms 79.5% bias_addmm 0.1298 ms 75.7% triton_mm_585 0.1362 ms 72.2% triton_mm_589 0.1366 ms 72.0% addmm 0.1405 ms 70.0% SingleProcess AUTOTUNE benchmarking takes 2.5346 seconds and 0.0455 seconds precompiling AUTOTUNE addmm(3432x2048, 3432x2048, 2048x2048) triton_mm_611 0.1246 ms 100.0% triton_mm_610 0.1270 ms 98.1% triton_mm_612 0.1354 ms 92.1% bias_addmm 0.1376 ms 90.6% triton_mm_607 0.1558 ms 80.0% triton_mm_605 0.1572 ms 79.3% addmm 0.1576 ms 79.1% triton_mm_603 0.1578 ms 79.0% triton_mm_606 0.1735 ms 71.9% triton_mm_608 0.1780 ms 70.0% SingleProcess AUTOTUNE benchmarking takes 2.7129 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x1536, 1536x3072) triton_mm_2318 0.0168 ms 100.0% triton_mm_2310 0.0173 ms 96.9% triton_mm_2314 0.0174 ms 96.2% triton_mm_2322 0.0191 ms 87.6% mm 0.0198 ms 84.6% triton_mm_2309 0.0221 ms 75.9% triton_mm_2313 0.0221 ms 75.8% triton_mm_2307 0.0222 ms 75.4% triton_mm_2308 0.0227 ms 73.7% triton_mm_2317 0.0241 ms 69.6% SingleProcess AUTOTUNE benchmarking takes 7.0649 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(3432x32768, 3432x1536, 1536x32768) bias_addmm 1.5370 ms 100.0% triton_mm_2340 1.5456 ms 99.4% triton_mm_2339 1.5640 ms 98.3% triton_mm_2341 1.7142 ms 89.7% triton_mm_2334 1.8675 ms 82.3% triton_mm_2336 1.9365 ms 79.4% addmm 1.9375 ms 79.3% triton_mm_2332 1.9858 ms 77.4% triton_mm_2335 2.1557 ms 71.3% triton_mm_2337 2.1728 ms 70.7% SingleProcess AUTOTUNE benchmarking takes 11.9375 seconds and 0.0000 seconds precompiling /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(32768x3432, 3432x1536) triton_mm_2377 1.4328 ms 100.0% triton_mm_2378 1.4780 ms 96.9% mm 1.5548 ms 92.2% triton_mm_2379 1.5726 ms 91.1% triton_mm_2372 1.8100 ms 79.2% triton_mm_2370 1.8262 ms 78.5% triton_mm_2374 1.9017 ms 75.3% triton_mm_2373 1.9304 ms 74.2% triton_mm_2371 1.9878 ms 72.1% triton_mm_2375 1.9959 ms 71.8% SingleProcess AUTOTUNE benchmarking takes 9.5993 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x6144) mm 0.2884 ms 100.0% triton_mm_2448 0.2926 ms 98.6% triton_mm_2449 0.3005 ms 96.0% triton_mm_2450 0.3135 ms 92.0% triton_mm_2443 0.3507 ms 82.2% triton_mm_2445 0.3556 ms 81.1% triton_mm_2441 0.3576 ms 80.7% triton_mm_2444 0.3765 ms 76.6% triton_mm_2446 0.3776 ms 76.4% triton_mm_2442 0.3876 ms 74.4% SingleProcess AUTOTUNE benchmarking takes 9.6967 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3072x12, 12x1536) triton_mm_2404 0.0136 ms 100.0% triton_mm_2405 0.0140 ms 97.0% triton_mm_2406 0.0143 ms 95.5% triton_mm_2402 0.0143 ms 95.1% triton_mm_2410 0.0146 ms 93.2% triton_mm_2399 0.0147 ms 92.8% triton_mm_2403 0.0148 ms 92.4% triton_mm_2407 0.0150 ms 91.1% triton_mm_2408 0.0150 ms 91.0% triton_mm_2409 0.0150 ms 91.0% SingleProcess AUTOTUNE benchmarking takes 5.2727 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x3072, 3072x1536) triton_mm_2384 0.0180 ms 100.0% triton_mm_2388 0.0202 ms 89.1% mm 0.0222 ms 81.2% triton_mm_2392 0.0235 ms 76.8% triton_mm_2396 0.0248 ms 72.6% triton_mm_2382 0.0283 ms 63.6% triton_mm_2383 0.0287 ms 62.8% triton_mm_2387 0.0297 ms 60.7% triton_mm_2391 0.0316 ms 57.0% triton_mm_2381 0.0329 ms 54.8% SingleProcess AUTOTUNE benchmarking takes 7.3616 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x32768, 32768x1536) mm 1.3903 ms 100.0% triton_mm_2358 1.4821 ms 93.8% triton_mm_2360 1.4838 ms 93.7% triton_mm_2359 1.4896 ms 93.3% triton_mm_2354 1.8630 ms 74.6% triton_mm_2351 1.8897 ms 73.6% triton_mm_2353 1.8952 ms 73.4% triton_mm_2355 1.9771 ms 70.3% triton_mm_2352 2.0046 ms 69.4% triton_mm_2356 2.0522 ms 67.7% SingleProcess AUTOTUNE benchmarking takes 9.7071 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x6144) triton_mm_2429 0.2785 ms 100.0% triton_mm_2430 0.2908 ms 95.8% triton_mm_2431 0.3097 ms 89.9% mm 0.3129 ms 89.0% triton_mm_2424 0.3484 ms 79.9% triton_mm_2422 0.3525 ms 79.0% triton_mm_2426 0.3561 ms 78.2% triton_mm_2423 0.3713 ms 75.0% triton_mm_2427 0.3794 ms 73.4% triton_mm_2425 0.3956 ms 70.4% SingleProcess AUTOTUNE benchmarking takes 2.5450 seconds and 0.0010 seconds precompiling AUTOTUNE mm(6144x3432, 3432x1536) triton_mm_2486 0.2836 ms 100.0% mm 0.2896 ms 98.0% triton_mm_2487 0.2952 ms 96.1% triton_mm_2488 0.3122 ms 90.8% triton_mm_2481 0.3372 ms 84.1% triton_mm_2479 0.3462 ms 81.9% triton_mm_2483 0.3487 ms 81.3% triton_mm_2482 0.3652 ms 77.7% triton_mm_2484 0.3745 ms 75.7% triton_mm_2480 0.3773 ms 75.2% SingleProcess AUTOTUNE benchmarking takes 9.7065 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x6144, 6144x1536) triton_mm_2467 0.2742 ms 100.0% triton_mm_2468 0.2775 ms 98.8% triton_mm_2469 0.2796 ms 98.1% mm 0.2862 ms 95.8% triton_mm_2460 0.3365 ms 81.5% triton_mm_2462 0.3367 ms 81.4% triton_mm_2464 0.3425 ms 80.1% triton_mm_2463 0.3613 ms 75.9% triton_mm_2461 0.3687 ms 74.4% triton_mm_2465 0.3754 ms 73.0% SingleProcess AUTOTUNE benchmarking takes 9.5615 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x3432, 3432x1536) triton_mm_2562 0.1960 ms 100.0% triton_mm_2563 0.2054 ms 95.4% triton_mm_2564 0.2155 ms 91.0% mm 0.2173 ms 90.2% triton_mm_2557 0.2599 ms 75.4% triton_mm_2555 0.2620 ms 74.8% triton_mm_2559 0.2652 ms 73.9% triton_mm_2558 0.2732 ms 71.7% triton_mm_2560 0.2781 ms 70.5% triton_mm_2556 0.2784 ms 70.4% SingleProcess AUTOTUNE benchmarking takes 2.5018 seconds and 0.0008 seconds precompiling AUTOTUNE mm(3432x4608, 4608x1536) triton_mm_2543 0.2080 ms 100.0% triton_mm_2544 0.2092 ms 99.4% triton_mm_2545 0.2118 ms 98.2% mm 0.2348 ms 88.6% triton_mm_2538 0.2532 ms 82.1% triton_mm_2536 0.2546 ms 81.7% triton_mm_2540 0.2581 ms 80.6% triton_mm_2539 0.2702 ms 77.0% triton_mm_2537 0.2768 ms 75.1% triton_mm_2541 0.2836 ms 73.3% SingleProcess AUTOTUNE benchmarking takes 9.5126 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x1536) mm 0.0800 ms 100.0% triton_mm_2521 0.0908 ms 88.2% triton_mm_2517 0.0909 ms 88.0% triton_mm_2524 0.0917 ms 87.3% triton_mm_2519 0.0972 ms 82.3% triton_mm_2525 0.0996 ms 80.4% triton_mm_2526 0.1030 ms 77.7% triton_mm_2520 0.1033 ms 77.5% triton_mm_2522 0.1040 ms 77.0% triton_mm_2518 0.1057 ms 75.7% SingleProcess AUTOTUNE benchmarking takes 2.4275 seconds and 0.0009 seconds precompiling AUTOTUNE mm(3432x1536, 1536x1536) mm 0.0709 ms 100.0% triton_mm_2505 0.0758 ms 93.5% triton_mm_2507 0.0790 ms 89.7% triton_mm_2500 0.0885 ms 80.1% triton_mm_2498 0.0895 ms 79.2% triton_mm_2502 0.0905 ms 78.3% triton_mm_2506 0.0932 ms 76.0% triton_mm_2499 0.0932 ms 76.0% triton_mm_2503 0.0975 ms 72.7% triton_mm_2501 0.1024 ms 69.2% SingleProcess AUTOTUNE benchmarking takes 13.3613 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x12, 12x1536) triton_mm_2588 0.0242 ms 100.0% triton_mm_2594 0.0249 ms 97.3% triton_mm_2589 0.0249 ms 97.0% triton_mm_2587 0.0250 ms 96.9% triton_mm_2591 0.0253 ms 95.6% triton_mm_2593 0.0253 ms 95.6% triton_mm_2590 0.0254 ms 95.3% triton_mm_2592 0.0254 ms 95.2% triton_mm_2595 0.0258 ms 93.9% triton_mm_2596 0.0262 ms 92.3% SingleProcess AUTOTUNE benchmarking takes 5.1543 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x6144) mm 0.2851 ms 100.0% triton_mm_2633 0.2913 ms 97.9% triton_mm_2634 0.3004 ms 94.9% triton_mm_2635 0.3134 ms 91.0% triton_mm_2628 0.3496 ms 81.5% triton_mm_2630 0.3546 ms 80.4% triton_mm_2626 0.3566 ms 79.9% triton_mm_2629 0.3770 ms 75.6% triton_mm_2631 0.3790 ms 75.2% triton_mm_2627 0.3864 ms 73.8% SingleProcess AUTOTUNE benchmarking takes 2.5409 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x9216, 9216x1536) triton_mm_2573 0.0390 ms 100.0% mm 0.0393 ms 99.3% triton_mm_2569 0.0417 ms 93.6% triton_mm_2577 0.0457 ms 85.4% triton_mm_2581 0.0563 ms 69.3% triton_mm_2568 0.0709 ms 55.0% triton_mm_2567 0.0722 ms 54.1% triton_mm_2572 0.0768 ms 50.8% triton_mm_2576 0.0829 ms 47.0% triton_mm_2566 0.0855 ms 45.6% SingleProcess AUTOTUNE benchmarking takes 9.8215 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x3432, 3432x1536) triton_mm_2671 0.2858 ms 100.0% mm 0.2860 ms 99.9% triton_mm_2672 0.2983 ms 95.8% triton_mm_2673 0.3141 ms 91.0% triton_mm_2666 0.3403 ms 84.0% triton_mm_2664 0.3483 ms 82.0% triton_mm_2668 0.3529 ms 81.0% triton_mm_2667 0.3696 ms 77.3% triton_mm_2669 0.3773 ms 75.7% triton_mm_2665 0.3812 ms 75.0% SingleProcess AUTOTUNE benchmarking takes 2.5412 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x6144, 6144x1536) triton_mm_2652 0.2769 ms 100.0% triton_mm_2653 0.2791 ms 99.2% triton_mm_2654 0.2825 ms 98.0% mm 0.2874 ms 96.3% triton_mm_2647 0.3387 ms 81.8% triton_mm_2645 0.3397 ms 81.5% triton_mm_2649 0.3464 ms 79.9% triton_mm_2648 0.3650 ms 75.9% triton_mm_2646 0.3711 ms 74.6% triton_mm_2650 0.3788 ms 73.1% SingleProcess AUTOTUNE benchmarking takes 2.5429 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x3432, 3432x1536) mm 0.1898 ms 100.0% triton_mm_2747 0.1973 ms 96.2% triton_mm_2748 0.2052 ms 92.5% triton_mm_2749 0.2165 ms 87.7% triton_mm_2742 0.2613 ms 72.6% triton_mm_2740 0.2623 ms 72.4% triton_mm_2744 0.2664 ms 71.2% triton_mm_2743 0.2752 ms 69.0% triton_mm_2745 0.2791 ms 68.0% triton_mm_2741 0.2792 ms 68.0% SingleProcess AUTOTUNE benchmarking takes 2.5112 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x4608, 4608x1536) triton_mm_2728 0.2092 ms 100.0% triton_mm_2729 0.2116 ms 98.9% triton_mm_2730 0.2146 ms 97.5% mm 0.2357 ms 88.8% triton_mm_2723 0.2553 ms 81.9% triton_mm_2721 0.2564 ms 81.6% triton_mm_2725 0.2616 ms 80.0% triton_mm_2724 0.2738 ms 76.4% triton_mm_2722 0.2802 ms 74.7% triton_mm_2726 0.2868 ms 73.0% SingleProcess AUTOTUNE benchmarking takes 2.5137 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x1536) mm 0.0796 ms 100.0% triton_mm_2702 0.0900 ms 88.4% triton_mm_2706 0.0907 ms 87.8% triton_mm_2709 0.0916 ms 86.9% triton_mm_2704 0.0971 ms 82.0% triton_mm_2710 0.0995 ms 80.0% triton_mm_2711 0.1028 ms 77.4% triton_mm_2705 0.1032 ms 77.2% triton_mm_2707 0.1040 ms 76.6% triton_mm_2703 0.1066 ms 74.7% SingleProcess AUTOTUNE benchmarking takes 2.4160 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x12, 12x1536) triton_mm_2779 0.0236 ms 100.0% triton_mm_2774 0.0237 ms 99.2% triton_mm_2776 0.0240 ms 98.3% triton_mm_2778 0.0241 ms 97.7% triton_mm_2773 0.0242 ms 97.4% triton_mm_2781 0.0249 ms 94.5% triton_mm_2772 0.0250 ms 94.4% triton_mm_2775 0.0254 ms 92.6% triton_mm_2777 0.0255 ms 92.5% triton_mm_2780 0.0258 ms 91.4% SingleProcess AUTOTUNE benchmarking takes 2.0254 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x6144) mm 0.2855 ms 100.0% triton_mm_2818 0.2911 ms 98.1% triton_mm_2819 0.2997 ms 95.2% triton_mm_2820 0.3152 ms 90.6% triton_mm_2813 0.3507 ms 81.4% triton_mm_2815 0.3559 ms 80.2% triton_mm_2811 0.3571 ms 79.9% triton_mm_2816 0.3776 ms 75.6% triton_mm_2814 0.3781 ms 75.5% triton_mm_2812 0.3870 ms 73.8% SingleProcess AUTOTUNE benchmarking takes 2.5428 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x9216, 9216x1536) triton_mm_2758 0.0390 ms 100.0% mm 0.0393 ms 99.2% triton_mm_2754 0.0416 ms 93.7% triton_mm_2762 0.0457 ms 85.4% triton_mm_2766 0.0576 ms 67.8% triton_mm_2753 0.0701 ms 55.6% triton_mm_2752 0.0714 ms 54.6% triton_mm_2757 0.0768 ms 50.8% triton_mm_2761 0.0820 ms 47.6% triton_mm_2751 0.0863 ms 45.2% SingleProcess AUTOTUNE benchmarking takes 2.1396 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x3432, 3432x1536) triton_mm_2856 0.2861 ms 100.0% mm 0.2865 ms 99.9% triton_mm_2857 0.2996 ms 95.5% triton_mm_2858 0.3146 ms 91.0% triton_mm_2851 0.3412 ms 83.8% triton_mm_2849 0.3497 ms 81.8% triton_mm_2853 0.3534 ms 81.0% triton_mm_2852 0.3711 ms 77.1% triton_mm_2854 0.3783 ms 75.6% triton_mm_2850 0.3811 ms 75.1% SingleProcess AUTOTUNE benchmarking takes 2.5424 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x6144, 6144x1536) triton_mm_2837 0.2766 ms 100.0% triton_mm_2838 0.2809 ms 98.5% triton_mm_2839 0.2824 ms 97.9% mm 0.2883 ms 95.9% triton_mm_2830 0.3393 ms 81.5% triton_mm_2832 0.3402 ms 81.3% triton_mm_2834 0.3454 ms 80.1% triton_mm_2833 0.3665 ms 75.5% triton_mm_2831 0.3712 ms 74.5% triton_mm_2835 0.3799 ms 72.8% SingleProcess AUTOTUNE benchmarking takes 2.5520 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x3432, 3432x1536) mm 0.1901 ms 100.0% triton_mm_2932 0.1965 ms 96.8% triton_mm_2933 0.2061 ms 92.3% triton_mm_2934 0.2156 ms 88.2% triton_mm_2927 0.2619 ms 72.6% triton_mm_2925 0.2628 ms 72.3% triton_mm_2929 0.2659 ms 71.5% triton_mm_2928 0.2756 ms 69.0% triton_mm_2930 0.2780 ms 68.4% triton_mm_2926 0.2794 ms 68.1% SingleProcess AUTOTUNE benchmarking takes 2.5124 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x4608, 4608x1536) triton_mm_2913 0.2091 ms 100.0% triton_mm_2914 0.2113 ms 98.9% triton_mm_2915 0.2145 ms 97.5% mm 0.2352 ms 88.9% triton_mm_2908 0.2549 ms 82.0% triton_mm_2906 0.2559 ms 81.7% triton_mm_2910 0.2621 ms 79.8% triton_mm_2909 0.2733 ms 76.5% triton_mm_2907 0.2801 ms 74.6% triton_mm_2911 0.2864 ms 73.0% SingleProcess AUTOTUNE benchmarking takes 2.5219 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x1536) mm 0.0804 ms 100.0% triton_mm_2887 0.0901 ms 89.2% triton_mm_2891 0.0908 ms 88.6% triton_mm_2894 0.0926 ms 86.8% triton_mm_2889 0.0960 ms 83.8% triton_mm_2895 0.1003 ms 80.2% triton_mm_2896 0.1022 ms 78.7% triton_mm_2890 0.1031 ms 78.1% triton_mm_2892 0.1041 ms 77.3% triton_mm_2888 0.1065 ms 75.6% SingleProcess AUTOTUNE benchmarking takes 2.4197 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x12, 12x1536) triton_mm_2963 0.0241 ms 100.0% triton_mm_2958 0.0242 ms 99.6% triton_mm_2960 0.0244 ms 98.9% triton_mm_2964 0.0249 ms 96.8% triton_mm_2957 0.0249 ms 96.7% triton_mm_2959 0.0249 ms 96.7% triton_mm_2961 0.0253 ms 95.2% triton_mm_2962 0.0255 ms 94.5% triton_mm_2967 0.0258 ms 93.5% triton_mm_2966 0.0262 ms 91.9% SingleProcess AUTOTUNE benchmarking takes 2.0221 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x6144) mm 0.2855 ms 100.0% triton_mm_3003 0.2917 ms 97.9% triton_mm_3004 0.3009 ms 94.9% triton_mm_3005 0.3153 ms 90.5% triton_mm_2998 0.3503 ms 81.5% triton_mm_3000 0.3552 ms 80.4% triton_mm_2996 0.3574 ms 79.9% triton_mm_2999 0.3770 ms 75.7% triton_mm_3001 0.3790 ms 75.3% triton_mm_2997 0.3871 ms 73.8% SingleProcess AUTOTUNE benchmarking takes 2.5442 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x9216, 9216x1536) triton_mm_2943 0.0388 ms 100.0% mm 0.0393 ms 98.7% triton_mm_2939 0.0418 ms 92.9% triton_mm_2947 0.0470 ms 82.6% triton_mm_2951 0.0563 ms 68.9% triton_mm_2938 0.0701 ms 55.4% triton_mm_2937 0.0722 ms 53.8% triton_mm_2942 0.0769 ms 50.5% triton_mm_2946 0.0829 ms 46.8% triton_mm_2936 0.0863 ms 45.0% SingleProcess AUTOTUNE benchmarking takes 2.1352 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x3432, 3432x1536) triton_mm_3041 0.2855 ms 100.0% mm 0.2868 ms 99.6% triton_mm_3042 0.2991 ms 95.5% triton_mm_3043 0.3153 ms 90.6% triton_mm_3036 0.3408 ms 83.8% triton_mm_3034 0.3501 ms 81.5% triton_mm_3038 0.3535 ms 80.8% triton_mm_3037 0.3701 ms 77.1% triton_mm_3039 0.3783 ms 75.5% triton_mm_3035 0.3810 ms 74.9% SingleProcess AUTOTUNE benchmarking takes 2.5446 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x6144, 6144x1536) triton_mm_3022 0.2769 ms 100.0% triton_mm_3023 0.2802 ms 98.8% triton_mm_3024 0.2818 ms 98.3% mm 0.2868 ms 96.6% triton_mm_3015 0.3385 ms 81.8% triton_mm_3017 0.3400 ms 81.5% triton_mm_3019 0.3449 ms 80.3% triton_mm_3018 0.3661 ms 75.6% triton_mm_3016 0.3708 ms 74.7% triton_mm_3020 0.3794 ms 73.0% SingleProcess AUTOTUNE benchmarking takes 2.5487 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x1536) mm 0.0788 ms 100.0% triton_mm_3076 0.0907 ms 86.9% triton_mm_3072 0.0910 ms 86.6% triton_mm_3079 0.0920 ms 85.7% triton_mm_3074 0.0965 ms 81.7% triton_mm_3080 0.0995 ms 79.2% triton_mm_3081 0.1029 ms 76.6% triton_mm_3075 0.1031 ms 76.5% triton_mm_3077 0.1041 ms 75.7% triton_mm_3073 0.1059 ms 74.5% SingleProcess AUTOTUNE benchmarking takes 2.4218 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x12, 12x1536) triton_mm_3149 0.0236 ms 100.0% triton_mm_3142 0.0237 ms 99.2% triton_mm_3146 0.0240 ms 98.3% triton_mm_3145 0.0244 ms 96.7% triton_mm_3147 0.0244 ms 96.6% triton_mm_3144 0.0249 ms 94.5% triton_mm_3148 0.0254 ms 92.8% triton_mm_3143 0.0255 ms 92.2% triton_mm_3151 0.0262 ms 90.0% triton_mm_3152 0.0270 ms 87.3% SingleProcess AUTOTUNE benchmarking takes 2.0333 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x6144) mm 0.2852 ms 100.0% triton_mm_3188 0.2916 ms 97.8% triton_mm_3189 0.3004 ms 94.9% triton_mm_3190 0.3138 ms 90.9% triton_mm_3183 0.3501 ms 81.5% triton_mm_3185 0.3544 ms 80.5% triton_mm_3181 0.3570 ms 79.9% triton_mm_3184 0.3761 ms 75.8% triton_mm_3186 0.3779 ms 75.5% triton_mm_3182 0.3866 ms 73.8% SingleProcess AUTOTUNE benchmarking takes 2.5484 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x9216, 9216x1536) triton_mm_3128 0.0376 ms 100.0% mm 0.0393 ms 95.7% triton_mm_3124 0.0417 ms 90.2% triton_mm_3132 0.0470 ms 80.0% triton_mm_3136 0.0563 ms 66.8% triton_mm_3123 0.0710 ms 53.0% triton_mm_3122 0.0721 ms 52.1% triton_mm_3127 0.0777 ms 48.4% triton_mm_3131 0.0829 ms 45.3% triton_mm_3121 0.0863 ms 43.6% SingleProcess AUTOTUNE benchmarking takes 2.1460 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x3432, 3432x1536) triton_mm_3226 0.2860 ms 100.0% mm 0.2868 ms 99.7% triton_mm_3227 0.2987 ms 95.7% triton_mm_3228 0.3145 ms 90.9% triton_mm_3221 0.3408 ms 83.9% triton_mm_3219 0.3491 ms 81.9% triton_mm_3223 0.3528 ms 81.1% triton_mm_3222 0.3696 ms 77.4% triton_mm_3224 0.3777 ms 75.7% triton_mm_3220 0.3804 ms 75.2% SingleProcess AUTOTUNE benchmarking takes 2.5463 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x6144, 6144x1536) triton_mm_3207 0.2777 ms 100.0% triton_mm_3208 0.2797 ms 99.3% triton_mm_3209 0.2818 ms 98.6% mm 0.2872 ms 96.7% triton_mm_3200 0.3388 ms 82.0% triton_mm_3202 0.3395 ms 81.8% triton_mm_3204 0.3458 ms 80.3% triton_mm_3203 0.3648 ms 76.1% triton_mm_3201 0.3706 ms 74.9% triton_mm_3205 0.3787 ms 73.3% SingleProcess AUTOTUNE benchmarking takes 2.5554 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x12, 12x1536) triton_mm_3334 0.0236 ms 100.0% triton_mm_3327 0.0237 ms 99.2% triton_mm_3328 0.0242 ms 97.4% triton_mm_3332 0.0244 ms 96.7% triton_mm_3329 0.0250 ms 94.4% triton_mm_3333 0.0253 ms 93.0% triton_mm_3331 0.0253 ms 92.9% triton_mm_3330 0.0254 ms 92.8% triton_mm_3337 0.0258 ms 91.4% triton_mm_3336 0.0261 ms 90.2% SingleProcess AUTOTUNE benchmarking takes 2.0414 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x6144) mm 0.2846 ms 100.0% triton_mm_3373 0.2916 ms 97.6% triton_mm_3374 0.3007 ms 94.6% triton_mm_3375 0.3147 ms 90.4% triton_mm_3368 0.3494 ms 81.5% triton_mm_3370 0.3556 ms 80.0% triton_mm_3366 0.3570 ms 79.7% triton_mm_3369 0.3759 ms 75.7% triton_mm_3371 0.3782 ms 75.2% triton_mm_3367 0.3858 ms 73.8% SingleProcess AUTOTUNE benchmarking takes 2.5531 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x9216, 9216x1536) triton_mm_3313 0.0376 ms 100.0% mm 0.0394 ms 95.5% triton_mm_3309 0.0420 ms 89.6% triton_mm_3317 0.0457 ms 82.3% triton_mm_3321 0.0576 ms 65.3% triton_mm_3308 0.0709 ms 53.0% triton_mm_3307 0.0723 ms 52.0% triton_mm_3312 0.0776 ms 48.5% triton_mm_3316 0.0820 ms 45.8% triton_mm_3306 0.0864 ms 43.5% SingleProcess AUTOTUNE benchmarking takes 2.1469 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x3432, 3432x1536) triton_mm_3411 0.2850 ms 100.0% mm 0.2853 ms 99.9% triton_mm_3412 0.2985 ms 95.5% triton_mm_3413 0.3147 ms 90.5% triton_mm_3406 0.3405 ms 83.7% triton_mm_3404 0.3469 ms 82.1% triton_mm_3408 0.3516 ms 81.1% triton_mm_3407 0.3686 ms 77.3% triton_mm_3409 0.3786 ms 75.3% triton_mm_3405 0.3810 ms 74.8% SingleProcess AUTOTUNE benchmarking takes 2.5506 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x6144, 6144x1536) triton_mm_3392 0.2768 ms 100.0% triton_mm_3393 0.2805 ms 98.7% triton_mm_3394 0.2822 ms 98.1% mm 0.2873 ms 96.3% triton_mm_3385 0.3380 ms 81.9% triton_mm_3387 0.3392 ms 81.6% triton_mm_3389 0.3448 ms 80.3% triton_mm_3388 0.3653 ms 75.8% triton_mm_3386 0.3701 ms 74.8% triton_mm_3390 0.3789 ms 73.0% SingleProcess AUTOTUNE benchmarking takes 2.5577 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x9216, 9216x1536) triton_mm_3498 0.0389 ms 100.0% mm 0.0392 ms 99.2% triton_mm_3494 0.0418 ms 93.2% triton_mm_3502 0.0470 ms 82.8% triton_mm_3506 0.0563 ms 69.1% triton_mm_3493 0.0711 ms 54.7% triton_mm_3492 0.0722 ms 53.9% triton_mm_3497 0.0776 ms 50.1% triton_mm_3501 0.0829 ms 46.9% triton_mm_3491 0.0864 ms 45.1% SingleProcess AUTOTUNE benchmarking takes 2.1429 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x6144, 6144x1536) triton_mm_3577 0.2773 ms 100.0% triton_mm_3578 0.2788 ms 99.5% triton_mm_3579 0.2823 ms 98.2% mm 0.2867 ms 96.7% triton_mm_3570 0.3383 ms 82.0% triton_mm_3572 0.3391 ms 81.8% triton_mm_3574 0.3455 ms 80.3% triton_mm_3573 0.3652 ms 75.9% triton_mm_3571 0.3700 ms 74.9% triton_mm_3575 0.3782 ms 73.3% SingleProcess AUTOTUNE benchmarking takes 2.5579 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x9216, 9216x1536) triton_mm_3683 0.0376 ms 100.0% mm 0.0391 ms 96.1% triton_mm_3679 0.0419 ms 89.7% triton_mm_3687 0.0470 ms 80.0% triton_mm_3691 0.0563 ms 66.8% triton_mm_3678 0.0701 ms 53.6% triton_mm_3677 0.0714 ms 52.7% triton_mm_3682 0.0768 ms 49.0% triton_mm_3686 0.0829 ms 45.3% triton_mm_3676 0.0863 ms 43.6% SingleProcess AUTOTUNE benchmarking takes 2.1425 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x2048, 2048x2048) mm 0.1196 ms 100.0% triton_mm_5797 0.1233 ms 97.0% triton_mm_5798 0.1286 ms 93.0% triton_mm_5799 0.1342 ms 89.1% triton_mm_5794 0.1520 ms 78.7% triton_mm_5790 0.1562 ms 76.6% triton_mm_5792 0.1568 ms 76.3% triton_mm_5791 0.1679 ms 71.2% triton_mm_5793 0.1703 ms 70.2% triton_mm_5795 0.1705 ms 70.1% SingleProcess AUTOTUNE benchmarking takes 2.5880 seconds and 0.0000 seconds precompiling AUTOTUNE mm(2048x3432, 3432x1536) triton_mm_5854 0.0959 ms 100.0% mm 0.0963 ms 99.7% triton_mm_5855 0.1019 ms 94.1% triton_mm_5856 0.1272 ms 75.4% triton_mm_5850 0.1348 ms 71.1% triton_mm_5852 0.1368 ms 70.1% triton_mm_5848 0.1397 ms 68.7% triton_mm_5847 0.1410 ms 68.0% triton_mm_5849 0.1412 ms 68.0% triton_mm_5851 0.1418 ms 67.7% SingleProcess AUTOTUNE benchmarking takes 9.9626 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x2048, 2048x1536) mm 0.0924 ms 100.0% triton_mm_5835 0.0966 ms 95.6% triton_mm_5836 0.0994 ms 92.9% triton_mm_5837 0.1015 ms 91.0% triton_mm_5830 0.1148 ms 80.5% triton_mm_5832 0.1148 ms 80.4% triton_mm_5828 0.1151 ms 80.2% triton_mm_5829 0.1278 ms 72.3% triton_mm_5831 0.1289 ms 71.7% triton_mm_5833 0.1303 ms 70.9% SingleProcess AUTOTUNE benchmarking takes 10.2099 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3420, 3420x28) mm 0.0297 ms 100.0% triton_mm_6969 0.0349 ms 85.1% triton_mm_6970 0.0391 ms 75.9% triton_mm_6968 0.0398 ms 74.6% triton_mm_6977 0.0403 ms 73.7% triton_mm_6978 0.0421 ms 70.6% triton_mm_6974 0.0431 ms 68.9% triton_mm_6971 0.0439 ms 67.6% triton_mm_6982 0.0451 ms 65.8% triton_mm_6976 0.0465 ms 63.9% SingleProcess AUTOTUNE benchmarking takes 6.8746 seconds and 0.0000 seconds precompiling /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2198: UserWarning: Overwriting vit_tiny_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2207: UserWarning: Overwriting vit_tiny_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2216: UserWarning: Overwriting vit_small_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2225: UserWarning: Overwriting vit_small_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2234: UserWarning: Overwriting vit_small_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2243: UserWarning: Overwriting vit_small_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2252: UserWarning: Overwriting vit_small_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2261: UserWarning: Overwriting vit_base_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2271: UserWarning: Overwriting vit_base_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2281: UserWarning: Overwriting vit_base_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2291: UserWarning: Overwriting vit_base_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2301: UserWarning: Overwriting vit_base_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2311: UserWarning: Overwriting vit_large_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2320: UserWarning: Overwriting vit_large_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2330: UserWarning: Overwriting vit_large_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2340: UserWarning: Overwriting vit_large_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2350: UserWarning: Overwriting vit_large_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2359: UserWarning: Overwriting vit_huge_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2368: UserWarning: Overwriting vit_giant_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2377: UserWarning: Overwriting vit_gigantic_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2387: UserWarning: Overwriting vit_base_patch16_224_miil in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224_miil. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224_miil(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2398: UserWarning: Overwriting vit_medium_patch16_gap_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2410: UserWarning: Overwriting vit_medium_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2422: UserWarning: Overwriting vit_medium_patch16_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2434: UserWarning: Overwriting vit_betwixt_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2446: UserWarning: Overwriting vit_base_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2457: UserWarning: Overwriting vit_huge_patch14_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2468: UserWarning: Overwriting vit_huge_patch16_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch16_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch16_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2479: UserWarning: Overwriting vit_giant_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2491: UserWarning: Overwriting vit_xsmall_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_xsmall_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_xsmall_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2500: UserWarning: Overwriting vit_medium_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2510: UserWarning: Overwriting vit_medium_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2519: UserWarning: Overwriting vit_betwixt_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2529: UserWarning: Overwriting vit_base_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2540: UserWarning: Overwriting vit_base_patch32_clip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2551: UserWarning: Overwriting vit_base_patch32_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2562: UserWarning: Overwriting vit_base_patch32_clip_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2573: UserWarning: Overwriting vit_base_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2583: UserWarning: Overwriting vit_base_patch16_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2593: UserWarning: Overwriting vit_large_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2603: UserWarning: Overwriting vit_large_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2613: UserWarning: Overwriting vit_huge_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2623: UserWarning: Overwriting vit_huge_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2633: UserWarning: Overwriting vit_huge_patch14_clip_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2643: UserWarning: Overwriting vit_giant_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2656: UserWarning: Overwriting vit_gigantic_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2669: UserWarning: Overwriting vit_base_patch32_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2681: UserWarning: Overwriting vit_base_patch16_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2693: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2705: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2717: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2729: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2743: UserWarning: Overwriting vit_base_patch32_plus_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_plus_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_plus_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2753: UserWarning: Overwriting vit_base_patch16_plus_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_plus_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_plus_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2763: UserWarning: Overwriting vit_base_patch16_rpn_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_rpn_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_rpn_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2775: UserWarning: Overwriting vit_small_patch16_36x1_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_36x1_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_36x1_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2787: UserWarning: Overwriting vit_small_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2800: UserWarning: Overwriting vit_base_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2812: UserWarning: Overwriting eva_large_patch14_196 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_196. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_196(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2821: UserWarning: Overwriting eva_large_patch14_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2829: UserWarning: Overwriting flexivit_small in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_small. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_small(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2838: UserWarning: Overwriting flexivit_base in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_base. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_base(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2847: UserWarning: Overwriting flexivit_large in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_large. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_large(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2856: UserWarning: Overwriting vit_base_patch16_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2869: UserWarning: Overwriting vit_large_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2882: UserWarning: Overwriting vit_huge_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2895: UserWarning: Overwriting vit_small_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2905: UserWarning: Overwriting vit_base_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2915: UserWarning: Overwriting vit_large_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2925: UserWarning: Overwriting vit_giant_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2942: UserWarning: Overwriting vit_small_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2955: UserWarning: Overwriting vit_base_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2968: UserWarning: Overwriting vit_large_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2981: UserWarning: Overwriting vit_giant_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2998: UserWarning: Overwriting vit_base_patch16_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3008: UserWarning: Overwriting vit_base_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3018: UserWarning: Overwriting vit_base_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3028: UserWarning: Overwriting vit_base_patch16_siglip_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3038: UserWarning: Overwriting vit_large_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3048: UserWarning: Overwriting vit_large_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3058: UserWarning: Overwriting vit_so400m_patch14_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3068: UserWarning: Overwriting vit_so400m_patch14_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3078: UserWarning: Overwriting vit_base_patch16_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3089: UserWarning: Overwriting vit_base_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3100: UserWarning: Overwriting vit_base_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3111: UserWarning: Overwriting vit_base_patch16_siglip_gap_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3122: UserWarning: Overwriting vit_large_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3133: UserWarning: Overwriting vit_large_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3144: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3156: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3168: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3180: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_896 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_896. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_896(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3192: UserWarning: Overwriting vit_wee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_wee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_wee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3203: UserWarning: Overwriting vit_pwee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_pwee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_pwee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3214: UserWarning: Overwriting vit_little_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3225: UserWarning: Overwriting vit_little_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3236: UserWarning: Overwriting vit_medium_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3247: UserWarning: Overwriting vit_medium_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3258: UserWarning: Overwriting vit_mediumd_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_mediumd_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_mediumd_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3269: UserWarning: Overwriting vit_betwixt_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3280: UserWarning: Overwriting vit_betwixt_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3291: UserWarning: Overwriting vit_base_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3302: UserWarning: Overwriting vit_so150m_patch16_reg4_map_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_map_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_map_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3313: UserWarning: Overwriting vit_so150m_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/train.py:99: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature. checkpoint = torch.load(vae_ckpt, map_location="cpu") /home/user/VAR/utils/amp_sc.py:27: FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead. self.scaler = torch.cuda.amp.GradScaler(init_scale=2. ** 11, growth_interval=1000) if self.using_fp16_rather_bf16 else None # only fp16 needs a scaler /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(3420x28, 28x1536) triton_mm_7 0.0207 ms 100.0% triton_mm_12 0.0217 ms 95.4% triton_mm_4 0.0218 ms 95.2% triton_mm_8 0.0218 ms 95.0% triton_mm_11 0.0221 ms 93.9% triton_mm_9 0.0221 ms 93.8% triton_mm_3 0.0224 ms 92.4% triton_mm_6 0.0226 ms 91.8% triton_mm_13 0.0227 ms 91.4% triton_mm_2 0.0231 ms 89.8% SingleProcess AUTOTUNE benchmarking takes 2.1093 seconds and 0.0084 seconds precompiling AUTOTUNE addmm(12x9216, 12x1536, 1536x9216) triton_mm_33 0.0348 ms 100.0% triton_mm_29 0.0350 ms 99.4% triton_mm_28 0.0353 ms 98.5% triton_mm_21 0.0356 ms 97.7% triton_mm_18 0.0362 ms 96.0% triton_mm_25 0.0364 ms 95.6% triton_mm_24 0.0364 ms 95.5% bias_addmm 0.0371 ms 93.7% triton_mm_19 0.0393 ms 88.4% triton_mm_20 0.0402 ms 86.5% SingleProcess AUTOTUNE benchmarking takes 2.1742 seconds and 0.0008 seconds precompiling AUTOTUNE addmm(3432x4608, 3432x1536, 1536x4608) triton_mm_51 0.2132 ms 100.0% triton_mm_50 0.2138 ms 99.7% triton_mm_52 0.2355 ms 90.5% triton_mm_45 0.2543 ms 83.8% triton_mm_43 0.2650 ms 80.4% bias_addmm 0.2664 ms 80.0% triton_mm_47 0.2674 ms 79.7% triton_mm_44 0.2922 ms 73.0% addmm 0.2956 ms 72.1% triton_mm_48 0.2985 ms 71.4% SingleProcess AUTOTUNE benchmarking takes 2.6799 seconds and 0.0273 seconds precompiling AUTOTUNE addmm(3432x1536, 3432x1536, 1536x1536) triton_mm_70 0.0762 ms 100.0% triton_mm_69 0.0802 ms 95.0% triton_mm_71 0.0830 ms 91.8% bias_addmm 0.0855 ms 89.2% triton_mm_64 0.0901 ms 84.6% addmm 0.0911 ms 83.6% triton_mm_62 0.0927 ms 82.2% triton_mm_66 0.0935 ms 81.5% triton_mm_63 0.1019 ms 74.8% triton_mm_67 0.1052 ms 72.5% SingleProcess AUTOTUNE benchmarking takes 2.5098 seconds and 0.0010 seconds precompiling AUTOTUNE addmm(3432x6144, 3432x1536, 1536x6144) triton_mm_89 0.2831 ms 100.0% triton_mm_88 0.2856 ms 99.1% triton_mm_90 0.3153 ms 89.8% triton_mm_83 0.3426 ms 82.6% bias_addmm 0.3473 ms 81.5% addmm 0.3527 ms 80.3% triton_mm_85 0.3556 ms 79.6% triton_mm_81 0.3606 ms 78.5% triton_mm_86 0.3992 ms 70.9% triton_mm_82 0.4007 ms 70.6% SingleProcess AUTOTUNE benchmarking takes 2.6585 seconds and 0.8712 seconds precompiling AUTOTUNE addmm(3432x1536, 3432x6144, 6144x1536) triton_mm_108 0.2673 ms 100.0% triton_mm_109 0.2774 ms 96.4% triton_mm_107 0.2839 ms 94.2% addmm 0.2870 ms 93.2% bias_addmm 0.3110 ms 86.0% triton_mm_102 0.3308 ms 80.8% triton_mm_100 0.3401 ms 78.6% triton_mm_104 0.3473 ms 77.0% triton_mm_103 0.3517 ms 76.0% triton_mm_105 0.3796 ms 70.4% SingleProcess AUTOTUNE benchmarking takes 2.6665 seconds and 0.3188 seconds precompiling AUTOTUNE addmm(12x9216, 12x1536, 1536x9216) triton_mm_126 0.0348 ms 100.0% triton_mm_114 0.0348 ms 99.8% triton_mm_122 0.0349 ms 99.5% triton_mm_117 0.0361 ms 96.5% triton_mm_118 0.0363 ms 95.8% triton_mm_121 0.0364 ms 95.7% triton_mm_111 0.0366 ms 95.0% bias_addmm 0.0379 ms 91.8% triton_mm_112 0.0391 ms 88.9% triton_mm_113 0.0393 ms 88.6% SingleProcess AUTOTUNE benchmarking takes 2.1803 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(3432x1536, 3432x6144, 6144x1536) triton_mm_201 0.2658 ms 100.0% triton_mm_202 0.2776 ms 95.8% triton_mm_200 0.2845 ms 93.4% bias_addmm 0.3111 ms 85.4% triton_mm_195 0.3324 ms 80.0% addmm 0.3324 ms 80.0% triton_mm_193 0.3411 ms 77.9% triton_mm_197 0.3447 ms 77.1% triton_mm_196 0.3515 ms 75.6% triton_mm_198 0.3805 ms 69.8% SingleProcess AUTOTUNE benchmarking takes 2.6516 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(12x9216, 12x1536, 1536x9216) triton_mm_215 0.0342 ms 100.0% triton_mm_214 0.0353 ms 96.9% triton_mm_219 0.0354 ms 96.7% triton_mm_207 0.0356 ms 96.2% triton_mm_210 0.0360 ms 95.2% triton_mm_211 0.0364 ms 94.2% triton_mm_204 0.0367 ms 93.3% triton_mm_205 0.0390 ms 87.8% bias_addmm 0.0390 ms 87.8% triton_mm_206 0.0391 ms 87.5% SingleProcess AUTOTUNE benchmarking takes 2.1966 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(3432x1536, 3432x6144, 6144x1536) triton_mm_294 0.2676 ms 100.0% triton_mm_295 0.2769 ms 96.6% triton_mm_293 0.2840 ms 94.2% bias_addmm 0.3117 ms 85.8% triton_mm_288 0.3312 ms 80.8% addmm 0.3326 ms 80.5% triton_mm_286 0.3412 ms 78.4% triton_mm_290 0.3459 ms 77.4% triton_mm_289 0.3508 ms 76.3% triton_mm_291 0.3794 ms 70.5% SingleProcess AUTOTUNE benchmarking takes 2.6580 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(3432x2048, 3432x1536, 1536x2048) triton_mm_592 0.0966 ms 100.0% triton_mm_591 0.0986 ms 98.0% triton_mm_593 0.1075 ms 89.9% triton_mm_586 0.1176 ms 82.2% addmm 0.1182 ms 81.8% triton_mm_584 0.1215 ms 79.6% triton_mm_588 0.1215 ms 79.5% bias_addmm 0.1299 ms 74.4% triton_mm_585 0.1331 ms 72.6% triton_mm_589 0.1351 ms 71.5% SingleProcess AUTOTUNE benchmarking takes 2.5423 seconds and 0.0011 seconds precompiling AUTOTUNE addmm(3432x2048, 3432x2048, 2048x2048) triton_mm_611 0.1225 ms 100.0% triton_mm_610 0.1244 ms 98.5% triton_mm_612 0.1326 ms 92.4% bias_addmm 0.1347 ms 91.0% addmm 0.1535 ms 79.8% triton_mm_605 0.1539 ms 79.6% triton_mm_603 0.1540 ms 79.6% triton_mm_607 0.1547 ms 79.2% triton_mm_606 0.1723 ms 71.1% triton_mm_608 0.1744 ms 70.3% SingleProcess AUTOTUNE benchmarking takes 2.6886 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x2048, 2048x768) mm 0.0593 ms 100.0% triton_mm_624 0.0612 ms 96.8% triton_mm_626 0.0614 ms 96.5% triton_mm_622 0.0625 ms 94.8% triton_mm_630 0.0628 ms 94.4% triton_mm_629 0.0629 ms 94.2% triton_mm_631 0.0672 ms 88.2% triton_mm_625 0.0689 ms 86.1% triton_mm_627 0.0714 ms 83.0% triton_mm_623 0.0733 ms 80.9% SingleProcess AUTOTUNE benchmarking takes 2.4849 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x1536, 1536x3072) triton_mm_2314 0.0162 ms 100.0% triton_mm_2318 0.0167 ms 96.6% triton_mm_2310 0.0173 ms 93.5% triton_mm_2322 0.0181 ms 89.2% mm 0.0208 ms 77.8% triton_mm_2309 0.0210 ms 77.1% triton_mm_2307 0.0215 ms 75.3% triton_mm_2313 0.0220 ms 73.4% triton_mm_2308 0.0223 ms 72.6% triton_mm_2317 0.0242 ms 66.9% SingleProcess AUTOTUNE benchmarking takes 7.1942 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(3432x32768, 3432x1536, 1536x32768) bias_addmm 1.4958 ms 100.0% triton_mm_2340 1.5120 ms 98.9% triton_mm_2339 1.5356 ms 97.4% triton_mm_2341 1.6865 ms 88.7% triton_mm_2334 1.8252 ms 81.9% triton_mm_2336 1.8912 ms 79.1% addmm 1.8993 ms 78.8% triton_mm_2332 1.9496 ms 76.7% triton_mm_2335 2.1223 ms 70.5% triton_mm_2333 2.1369 ms 70.0% SingleProcess AUTOTUNE benchmarking takes 14.4851 seconds and 0.0000 seconds precompiling /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(32768x3432, 3432x1536) triton_mm_2377 1.3886 ms 100.0% mm 1.3902 ms 99.9% triton_mm_2378 1.4352 ms 96.8% triton_mm_2379 1.5470 ms 89.8% triton_mm_2372 1.7602 ms 78.9% triton_mm_2370 1.7727 ms 78.3% triton_mm_2374 1.8513 ms 75.0% triton_mm_2373 1.8972 ms 73.2% triton_mm_2371 1.9408 ms 71.5% triton_mm_2375 1.9474 ms 71.3% SingleProcess AUTOTUNE benchmarking takes 9.8391 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x6144) mm 0.2786 ms 100.0% triton_mm_2448 0.2817 ms 98.9% triton_mm_2449 0.2909 ms 95.8% triton_mm_2443 0.3360 ms 82.9% triton_mm_2445 0.3430 ms 81.2% triton_mm_2441 0.3436 ms 81.1% triton_mm_2450 0.3530 ms 78.9% triton_mm_2444 0.3650 ms 76.3% triton_mm_2446 0.3663 ms 76.1% triton_mm_2442 0.3749 ms 74.3% SingleProcess AUTOTUNE benchmarking takes 9.7121 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3072x12, 12x1536) triton_mm_2402 0.0136 ms 100.0% triton_mm_2403 0.0140 ms 97.0% triton_mm_2409 0.0140 ms 96.8% triton_mm_2406 0.0141 ms 96.4% triton_mm_2404 0.0141 ms 96.0% triton_mm_2407 0.0142 ms 95.3% triton_mm_2412 0.0145 ms 93.6% triton_mm_2408 0.0147 ms 92.2% triton_mm_2405 0.0150 ms 90.5% triton_mm_2398 0.0153 ms 88.5% SingleProcess AUTOTUNE benchmarking takes 5.2672 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x3072, 3072x1536) triton_mm_2384 0.0181 ms 100.0% triton_mm_2388 0.0190 ms 95.4% mm 0.0221 ms 81.9% triton_mm_2392 0.0223 ms 81.2% triton_mm_2396 0.0248 ms 73.1% triton_mm_2382 0.0282 ms 64.3% triton_mm_2383 0.0285 ms 63.6% triton_mm_2387 0.0303 ms 59.8% triton_mm_2391 0.0313 ms 57.8% triton_mm_2381 0.0327 ms 55.4% SingleProcess AUTOTUNE benchmarking takes 7.2334 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x32768, 32768x1536) mm 1.3468 ms 100.0% triton_mm_2358 1.4495 ms 92.9% triton_mm_2360 1.4505 ms 92.8% triton_mm_2359 1.4540 ms 92.6% triton_mm_2354 1.8301 ms 73.6% triton_mm_2351 1.8306 ms 73.6% triton_mm_2353 1.8329 ms 73.5% triton_mm_2355 1.9130 ms 70.4% triton_mm_2352 1.9638 ms 68.6% triton_mm_2356 2.0028 ms 67.2% SingleProcess AUTOTUNE benchmarking takes 9.7560 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x6144) triton_mm_2429 0.2704 ms 100.0% triton_mm_2430 0.2801 ms 96.5% mm 0.3108 ms 87.0% triton_mm_2424 0.3356 ms 80.6% triton_mm_2422 0.3405 ms 79.4% triton_mm_2426 0.3425 ms 78.9% triton_mm_2431 0.3519 ms 76.8% triton_mm_2423 0.3582 ms 75.5% triton_mm_2427 0.3671 ms 73.6% triton_mm_2425 0.3842 ms 70.4% SingleProcess AUTOTUNE benchmarking takes 10.6011 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x3432, 3432x1536) triton_mm_2486 0.2773 ms 100.0% triton_mm_2487 0.2899 ms 95.7% triton_mm_2488 0.3054 ms 90.8% mm 0.3166 ms 87.6% triton_mm_2481 0.3298 ms 84.1% triton_mm_2479 0.3366 ms 82.4% triton_mm_2483 0.3416 ms 81.2% triton_mm_2482 0.3600 ms 77.0% triton_mm_2484 0.3667 ms 75.6% triton_mm_2480 0.3695 ms 75.1% SingleProcess AUTOTUNE benchmarking takes 2.5168 seconds and 2.1467 seconds precompiling AUTOTUNE mm(3432x6144, 6144x1536) triton_mm_2467 0.2685 ms 100.0% triton_mm_2468 0.2723 ms 98.6% triton_mm_2469 0.2728 ms 98.4% mm 0.2761 ms 97.3% triton_mm_2460 0.3277 ms 81.9% triton_mm_2462 0.3290 ms 81.6% triton_mm_2464 0.3325 ms 80.8% triton_mm_2463 0.3548 ms 75.7% triton_mm_2461 0.3610 ms 74.4% triton_mm_2465 0.3671 ms 73.1% SingleProcess AUTOTUNE benchmarking takes 2.5411 seconds and 0.0010 seconds precompiling AUTOTUNE mm(4608x3432, 3432x1536) triton_mm_2562 0.1914 ms 100.0% triton_mm_2563 0.1994 ms 96.0% triton_mm_2564 0.2088 ms 91.6% mm 0.2170 ms 88.2% triton_mm_2557 0.2544 ms 75.2% triton_mm_2555 0.2551 ms 75.0% triton_mm_2559 0.2593 ms 73.8% triton_mm_2558 0.2706 ms 70.7% triton_mm_2556 0.2708 ms 70.7% triton_mm_2560 0.2708 ms 70.7% SingleProcess AUTOTUNE benchmarking takes 9.7522 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x4608, 4608x1536) triton_mm_2543 0.2030 ms 100.0% triton_mm_2544 0.2049 ms 99.1% triton_mm_2545 0.2063 ms 98.4% mm 0.2299 ms 88.3% triton_mm_2538 0.2467 ms 82.3% triton_mm_2536 0.2480 ms 81.9% triton_mm_2540 0.2551 ms 79.6% triton_mm_2539 0.2652 ms 76.6% triton_mm_2537 0.2712 ms 74.9% triton_mm_2541 0.2779 ms 73.1% SingleProcess AUTOTUNE benchmarking takes 9.5222 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x1536) mm 0.0801 ms 100.0% triton_mm_2517 0.0893 ms 89.7% triton_mm_2521 0.0899 ms 89.1% triton_mm_2524 0.0919 ms 87.2% triton_mm_2519 0.0952 ms 84.1% triton_mm_2525 0.0996 ms 80.4% triton_mm_2526 0.1018 ms 78.7% triton_mm_2520 0.1027 ms 78.0% triton_mm_2522 0.1037 ms 77.2% triton_mm_2518 0.1064 ms 75.3% SingleProcess AUTOTUNE benchmarking takes 9.5730 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x1536) mm 0.0711 ms 100.0% triton_mm_2505 0.0757 ms 93.9% triton_mm_2506 0.0761 ms 93.4% triton_mm_2507 0.0797 ms 89.2% triton_mm_2498 0.0891 ms 79.8% triton_mm_2500 0.0892 ms 79.6% triton_mm_2502 0.0896 ms 79.3% triton_mm_2499 0.0928 ms 76.6% triton_mm_2503 0.0980 ms 72.6% triton_mm_2501 0.1038 ms 68.5% SingleProcess AUTOTUNE benchmarking takes 2.4067 seconds and 0.0030 seconds precompiling AUTOTUNE mm(9216x12, 12x1536) triton_mm_2594 0.0235 ms 100.0% triton_mm_2587 0.0237 ms 99.2% triton_mm_2593 0.0240 ms 97.9% triton_mm_2592 0.0243 ms 96.7% triton_mm_2589 0.0247 ms 95.1% triton_mm_2591 0.0251 ms 93.8% triton_mm_2590 0.0253 ms 93.1% triton_mm_2588 0.0253 ms 92.9% triton_mm_2595 0.0258 ms 91.3% triton_mm_2597 0.0258 ms 91.3% SingleProcess AUTOTUNE benchmarking takes 5.1327 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x6144) mm 0.2783 ms 100.0% triton_mm_2633 0.2818 ms 98.8% triton_mm_2634 0.2911 ms 95.6% triton_mm_2635 0.3049 ms 91.3% triton_mm_2628 0.3381 ms 82.3% triton_mm_2630 0.3450 ms 80.7% triton_mm_2626 0.3476 ms 80.1% triton_mm_2631 0.3661 ms 76.0% triton_mm_2629 0.3663 ms 76.0% triton_mm_2627 0.3760 ms 74.0% SingleProcess AUTOTUNE benchmarking takes 2.5355 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x9216, 9216x1536) triton_mm_2573 0.0378 ms 100.0% mm 0.0392 ms 96.5% triton_mm_2569 0.0420 ms 90.0% triton_mm_2577 0.0457 ms 82.6% triton_mm_2581 0.0564 ms 67.1% triton_mm_2568 0.0706 ms 53.5% triton_mm_2567 0.0711 ms 53.2% triton_mm_2572 0.0764 ms 49.4% triton_mm_2576 0.0815 ms 46.4% triton_mm_2566 0.0855 ms 44.2% SingleProcess AUTOTUNE benchmarking takes 6.3005 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x6144) triton_mm_2614 0.2695 ms 100.0% triton_mm_2615 0.2823 ms 95.4% mm 0.3008 ms 89.6% triton_mm_2616 0.3026 ms 89.1% triton_mm_2609 0.3364 ms 80.1% triton_mm_2607 0.3406 ms 79.1% triton_mm_2611 0.3431 ms 78.5% triton_mm_2608 0.3584 ms 75.2% triton_mm_2612 0.3684 ms 73.2% triton_mm_2610 0.3885 ms 69.4% SingleProcess AUTOTUNE benchmarking takes 2.5321 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x3432, 3432x1536) triton_mm_2671 0.2764 ms 100.0% mm 0.2765 ms 100.0% triton_mm_2672 0.2904 ms 95.2% triton_mm_2673 0.3064 ms 90.2% triton_mm_2666 0.3305 ms 83.6% triton_mm_2664 0.3392 ms 81.5% triton_mm_2668 0.3441 ms 80.3% triton_mm_2667 0.3627 ms 76.2% triton_mm_2669 0.3679 ms 75.1% triton_mm_2665 0.3720 ms 74.3% SingleProcess AUTOTUNE benchmarking takes 2.5329 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x6144, 6144x1536) triton_mm_2652 0.2691 ms 100.0% triton_mm_2653 0.2717 ms 99.1% triton_mm_2654 0.2742 ms 98.1% mm 0.2786 ms 96.6% triton_mm_2645 0.3291 ms 81.8% triton_mm_2647 0.3300 ms 81.6% triton_mm_2649 0.3331 ms 80.8% triton_mm_2648 0.3555 ms 75.7% triton_mm_2646 0.3614 ms 74.5% triton_mm_2650 0.3673 ms 73.3% SingleProcess AUTOTUNE benchmarking takes 2.5390 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x4608, 4608x1536) triton_mm_2728 0.2046 ms 100.0% triton_mm_2729 0.2062 ms 99.2% triton_mm_2730 0.2083 ms 98.2% mm 0.2287 ms 89.5% triton_mm_2723 0.2478 ms 82.6% triton_mm_2721 0.2490 ms 82.2% triton_mm_2725 0.2557 ms 80.0% triton_mm_2724 0.2656 ms 77.0% triton_mm_2722 0.2721 ms 75.2% triton_mm_2726 0.2792 ms 73.3% SingleProcess AUTOTUNE benchmarking takes 2.5148 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x1536) mm 0.0796 ms 100.0% triton_mm_2702 0.0893 ms 89.1% triton_mm_2706 0.0906 ms 87.9% triton_mm_2709 0.0929 ms 85.7% triton_mm_2704 0.0962 ms 82.8% triton_mm_2710 0.1004 ms 79.3% triton_mm_2711 0.1017 ms 78.3% triton_mm_2705 0.1019 ms 78.2% triton_mm_2707 0.1045 ms 76.2% triton_mm_2703 0.1062 ms 75.0% SingleProcess AUTOTUNE benchmarking takes 2.4180 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x1536) mm 0.0709 ms 100.0% triton_mm_2690 0.0756 ms 93.9% triton_mm_2691 0.0768 ms 92.4% triton_mm_2692 0.0785 ms 90.4% triton_mm_2685 0.0884 ms 80.2% triton_mm_2683 0.0890 ms 79.7% triton_mm_2687 0.0904 ms 78.5% triton_mm_2684 0.0929 ms 76.4% triton_mm_2688 0.0971 ms 73.1% triton_mm_2686 0.1029 ms 68.9% SingleProcess AUTOTUNE benchmarking takes 2.4137 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x12, 12x1536) triton_mm_2772 0.0238 ms 100.0% triton_mm_2778 0.0241 ms 98.8% triton_mm_2779 0.0248 ms 96.0% triton_mm_2774 0.0249 ms 95.6% triton_mm_2781 0.0249 ms 95.6% triton_mm_2776 0.0252 ms 94.3% triton_mm_2775 0.0254 ms 93.8% triton_mm_2777 0.0254 ms 93.6% triton_mm_2773 0.0255 ms 93.3% triton_mm_2780 0.0257 ms 92.4% SingleProcess AUTOTUNE benchmarking takes 2.0210 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x6144) mm 0.2790 ms 100.0% triton_mm_2818 0.2828 ms 98.6% triton_mm_2819 0.2912 ms 95.8% triton_mm_2820 0.3054 ms 91.4% triton_mm_2813 0.3378 ms 82.6% triton_mm_2815 0.3444 ms 81.0% triton_mm_2811 0.3478 ms 80.2% triton_mm_2816 0.3671 ms 76.0% triton_mm_2814 0.3677 ms 75.9% triton_mm_2812 0.3754 ms 74.3% SingleProcess AUTOTUNE benchmarking takes 2.5334 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x9216, 9216x1536) triton_mm_2758 0.0388 ms 100.0% mm 0.0393 ms 98.9% triton_mm_2754 0.0417 ms 93.1% triton_mm_2762 0.0469 ms 82.8% triton_mm_2766 0.0576 ms 67.4% triton_mm_2753 0.0706 ms 55.0% triton_mm_2752 0.0710 ms 54.7% triton_mm_2757 0.0772 ms 50.3% triton_mm_2761 0.0823 ms 47.1% triton_mm_2751 0.0860 ms 45.1% SingleProcess AUTOTUNE benchmarking takes 2.1312 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x6144) triton_mm_2799 0.2704 ms 100.0% triton_mm_2800 0.2816 ms 96.0% triton_mm_2801 0.3020 ms 89.6% mm 0.3022 ms 89.5% triton_mm_2794 0.3371 ms 80.2% triton_mm_2792 0.3422 ms 79.0% triton_mm_2796 0.3443 ms 78.5% triton_mm_2793 0.3606 ms 75.0% triton_mm_2797 0.3710 ms 72.9% triton_mm_2795 0.3888 ms 69.5% SingleProcess AUTOTUNE benchmarking takes 2.5418 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x3432, 3432x1536) mm 0.2769 ms 100.0% triton_mm_2856 0.2780 ms 99.6% triton_mm_2857 0.2920 ms 94.8% triton_mm_2858 0.3060 ms 90.5% triton_mm_2851 0.3307 ms 83.7% triton_mm_2849 0.3399 ms 81.5% triton_mm_2853 0.3440 ms 80.5% triton_mm_2852 0.3617 ms 76.6% triton_mm_2854 0.3691 ms 75.0% triton_mm_2850 0.3726 ms 74.3% SingleProcess AUTOTUNE benchmarking takes 2.5299 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x6144, 6144x1536) triton_mm_2837 0.2700 ms 100.0% triton_mm_2838 0.2724 ms 99.1% triton_mm_2839 0.2749 ms 98.2% mm 0.2794 ms 96.6% triton_mm_2832 0.3293 ms 82.0% triton_mm_2830 0.3324 ms 81.2% triton_mm_2834 0.3345 ms 80.7% triton_mm_2833 0.3553 ms 76.0% triton_mm_2831 0.3608 ms 74.8% triton_mm_2835 0.3698 ms 73.0% SingleProcess AUTOTUNE benchmarking takes 2.5442 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x4608, 4608x1536) triton_mm_2913 0.2036 ms 100.0% triton_mm_2914 0.2068 ms 98.5% triton_mm_2915 0.2077 ms 98.1% mm 0.2281 ms 89.3% triton_mm_2906 0.2492 ms 81.7% triton_mm_2908 0.2494 ms 81.7% triton_mm_2910 0.2577 ms 79.0% triton_mm_2909 0.2664 ms 76.5% triton_mm_2907 0.2728 ms 74.7% triton_mm_2911 0.2788 ms 73.0% SingleProcess AUTOTUNE benchmarking takes 2.5249 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x1536) mm 0.0797 ms 100.0% triton_mm_2887 0.0893 ms 89.2% triton_mm_2891 0.0906 ms 87.9% triton_mm_2894 0.0919 ms 86.7% triton_mm_2889 0.0953 ms 83.6% triton_mm_2895 0.0996 ms 80.0% triton_mm_2890 0.1027 ms 77.6% triton_mm_2896 0.1028 ms 77.5% triton_mm_2892 0.1046 ms 76.2% triton_mm_2888 0.1063 ms 75.0% SingleProcess AUTOTUNE benchmarking takes 2.4249 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x1536) mm 0.0710 ms 100.0% triton_mm_2875 0.0763 ms 93.0% triton_mm_2876 0.0769 ms 92.3% triton_mm_2877 0.0785 ms 90.4% triton_mm_2868 0.0882 ms 80.4% triton_mm_2870 0.0893 ms 79.5% triton_mm_2872 0.0897 ms 79.2% triton_mm_2869 0.0937 ms 75.8% triton_mm_2873 0.0981 ms 72.4% triton_mm_2871 0.1038 ms 68.4% SingleProcess AUTOTUNE benchmarking takes 2.4139 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x12, 12x1536) triton_mm_2964 0.0235 ms 100.0% triton_mm_2957 0.0237 ms 99.1% triton_mm_2960 0.0244 ms 96.6% triton_mm_2959 0.0249 ms 94.5% triton_mm_2963 0.0252 ms 93.4% triton_mm_2961 0.0252 ms 93.2% triton_mm_2958 0.0254 ms 92.6% triton_mm_2962 0.0255 ms 92.3% triton_mm_2966 0.0260 ms 90.5% triton_mm_2965 0.0269 ms 87.3% SingleProcess AUTOTUNE benchmarking takes 2.0180 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x6144) mm 0.2765 ms 100.0% triton_mm_3003 0.2821 ms 98.0% triton_mm_3004 0.2922 ms 94.6% triton_mm_3005 0.3067 ms 90.2% triton_mm_2998 0.3399 ms 81.4% triton_mm_2996 0.3460 ms 79.9% triton_mm_3000 0.3465 ms 79.8% triton_mm_2999 0.3672 ms 75.3% triton_mm_3001 0.3708 ms 74.6% triton_mm_2997 0.3766 ms 73.4% SingleProcess AUTOTUNE benchmarking takes 2.5388 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x9216, 9216x1536) triton_mm_2943 0.0374 ms 100.0% mm 0.0392 ms 95.4% triton_mm_2939 0.0415 ms 90.2% triton_mm_2947 0.0470 ms 79.6% triton_mm_2951 0.0563 ms 66.4% triton_mm_2938 0.0705 ms 53.0% triton_mm_2937 0.0719 ms 52.0% triton_mm_2942 0.0764 ms 49.0% triton_mm_2946 0.0823 ms 45.4% triton_mm_2936 0.0860 ms 43.5% SingleProcess AUTOTUNE benchmarking takes 2.1302 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x6144) triton_mm_2984 0.2718 ms 100.0% triton_mm_2985 0.2835 ms 95.9% mm 0.3023 ms 89.9% triton_mm_2986 0.3030 ms 89.7% triton_mm_2979 0.3377 ms 80.5% triton_mm_2977 0.3420 ms 79.5% triton_mm_2981 0.3447 ms 78.9% triton_mm_2978 0.3604 ms 75.4% triton_mm_2982 0.3714 ms 73.2% triton_mm_2980 0.3889 ms 69.9% SingleProcess AUTOTUNE benchmarking takes 2.5445 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x3432, 3432x1536) triton_mm_3041 0.2772 ms 100.0% mm 0.2780 ms 99.7% triton_mm_3042 0.2913 ms 95.2% triton_mm_3043 0.3063 ms 90.5% triton_mm_3036 0.3308 ms 83.8% triton_mm_3034 0.3400 ms 81.6% triton_mm_3038 0.3433 ms 80.8% triton_mm_3037 0.3631 ms 76.3% triton_mm_3039 0.3679 ms 75.4% triton_mm_3035 0.3725 ms 74.4% SingleProcess AUTOTUNE benchmarking takes 2.5460 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x6144, 6144x1536) triton_mm_3022 0.2705 ms 100.0% triton_mm_3023 0.2734 ms 99.0% triton_mm_3024 0.2747 ms 98.5% mm 0.2787 ms 97.1% triton_mm_3015 0.3298 ms 82.0% triton_mm_3017 0.3300 ms 82.0% triton_mm_3019 0.3340 ms 81.0% triton_mm_3018 0.3558 ms 76.0% triton_mm_3016 0.3615 ms 74.8% triton_mm_3020 0.3694 ms 73.2% SingleProcess AUTOTUNE benchmarking takes 2.5496 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x4608, 4608x1536) triton_mm_3098 0.2038 ms 100.0% triton_mm_3099 0.2072 ms 98.4% triton_mm_3100 0.2080 ms 98.0% mm 0.2283 ms 89.3% triton_mm_3093 0.2487 ms 81.9% triton_mm_3091 0.2495 ms 81.7% triton_mm_3095 0.2568 ms 79.3% triton_mm_3094 0.2661 ms 76.6% triton_mm_3092 0.2722 ms 74.9% triton_mm_3096 0.2800 ms 72.8% SingleProcess AUTOTUNE benchmarking takes 2.5082 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x1536) mm 0.0802 ms 100.0% triton_mm_3072 0.0901 ms 89.1% triton_mm_3076 0.0906 ms 88.5% triton_mm_3079 0.0928 ms 86.4% triton_mm_3074 0.0963 ms 83.3% triton_mm_3080 0.1004 ms 79.9% triton_mm_3081 0.1017 ms 78.9% triton_mm_3075 0.1019 ms 78.7% triton_mm_3077 0.1045 ms 76.7% triton_mm_3073 0.1053 ms 76.2% SingleProcess AUTOTUNE benchmarking takes 3.6283 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x1536) mm 0.0710 ms 100.0% triton_mm_3060 0.0756 ms 93.9% triton_mm_3061 0.0761 ms 93.4% triton_mm_3062 0.0792 ms 89.7% triton_mm_3053 0.0883 ms 80.5% triton_mm_3055 0.0883 ms 80.4% triton_mm_3057 0.0904 ms 78.5% triton_mm_3054 0.0936 ms 75.9% triton_mm_3058 0.0971 ms 73.1% triton_mm_3056 0.1030 ms 69.0% SingleProcess AUTOTUNE benchmarking takes 2.4171 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x12, 12x1536) triton_mm_3149 0.0235 ms 100.0% triton_mm_3146 0.0240 ms 97.9% triton_mm_3148 0.0241 ms 97.6% triton_mm_3147 0.0244 ms 96.6% triton_mm_3142 0.0249 ms 94.5% triton_mm_3144 0.0249 ms 94.5% triton_mm_3145 0.0254 ms 92.7% triton_mm_3143 0.0255 ms 92.3% triton_mm_3150 0.0257 ms 91.4% triton_mm_3152 0.0257 ms 91.4% SingleProcess AUTOTUNE benchmarking takes 2.0423 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x6144) mm 0.2775 ms 100.0% triton_mm_3188 0.2825 ms 98.2% triton_mm_3189 0.2915 ms 95.2% triton_mm_3190 0.3068 ms 90.5% triton_mm_3183 0.3393 ms 81.8% triton_mm_3185 0.3457 ms 80.3% triton_mm_3181 0.3471 ms 80.0% triton_mm_3184 0.3682 ms 75.4% triton_mm_3186 0.3688 ms 75.2% triton_mm_3182 0.3768 ms 73.7% SingleProcess AUTOTUNE benchmarking takes 2.5486 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x9216, 9216x1536) triton_mm_3128 0.0387 ms 100.0% mm 0.0392 ms 98.7% triton_mm_3124 0.0415 ms 93.1% triton_mm_3132 0.0457 ms 84.7% triton_mm_3136 0.0574 ms 67.4% triton_mm_3123 0.0706 ms 54.8% triton_mm_3122 0.0719 ms 53.8% triton_mm_3127 0.0764 ms 50.6% triton_mm_3131 0.0815 ms 47.5% triton_mm_3121 0.0860 ms 45.0% SingleProcess AUTOTUNE benchmarking takes 2.1368 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x6144) triton_mm_3169 0.2712 ms 100.0% triton_mm_3170 0.2830 ms 95.8% mm 0.3020 ms 89.8% triton_mm_3171 0.3021 ms 89.8% triton_mm_3164 0.3405 ms 79.6% triton_mm_3162 0.3414 ms 79.4% triton_mm_3166 0.3446 ms 78.7% triton_mm_3163 0.3612 ms 75.1% triton_mm_3167 0.3694 ms 73.4% triton_mm_3165 0.3899 ms 69.6% SingleProcess AUTOTUNE benchmarking takes 2.5481 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x3432, 3432x1536) mm 0.2772 ms 100.0% triton_mm_3226 0.2783 ms 99.6% triton_mm_3227 0.2922 ms 94.9% triton_mm_3228 0.3071 ms 90.2% triton_mm_3221 0.3320 ms 83.5% triton_mm_3219 0.3397 ms 81.6% triton_mm_3223 0.3442 ms 80.5% triton_mm_3222 0.3608 ms 76.8% triton_mm_3224 0.3688 ms 75.2% triton_mm_3220 0.3722 ms 74.5% SingleProcess AUTOTUNE benchmarking takes 2.5431 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x6144, 6144x1536) triton_mm_3207 0.2696 ms 100.0% triton_mm_3208 0.2731 ms 98.7% triton_mm_3209 0.2745 ms 98.2% mm 0.2788 ms 96.7% triton_mm_3202 0.3300 ms 81.7% triton_mm_3200 0.3316 ms 81.3% triton_mm_3204 0.3337 ms 80.8% triton_mm_3203 0.3557 ms 75.8% triton_mm_3201 0.3613 ms 74.6% triton_mm_3205 0.3698 ms 72.9% SingleProcess AUTOTUNE benchmarking takes 2.5514 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x4608, 4608x1536) triton_mm_3283 0.2050 ms 100.0% triton_mm_3284 0.2063 ms 99.4% triton_mm_3285 0.2084 ms 98.4% mm 0.2291 ms 89.5% triton_mm_3278 0.2488 ms 82.4% triton_mm_3276 0.2504 ms 81.9% triton_mm_3280 0.2575 ms 79.6% triton_mm_3279 0.2655 ms 77.2% triton_mm_3277 0.2730 ms 75.1% triton_mm_3281 0.2790 ms 73.5% SingleProcess AUTOTUNE benchmarking takes 2.5227 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x1536) mm 0.0804 ms 100.0% triton_mm_3257 0.0893 ms 90.0% triton_mm_3261 0.0899 ms 89.4% triton_mm_3264 0.0918 ms 87.5% triton_mm_3259 0.0952 ms 84.4% triton_mm_3265 0.0996 ms 80.7% triton_mm_3266 0.1025 ms 78.4% triton_mm_3260 0.1025 ms 78.4% triton_mm_3262 0.1036 ms 77.5% triton_mm_3258 0.1060 ms 75.8% SingleProcess AUTOTUNE benchmarking takes 2.4307 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x1536) mm 0.0710 ms 100.0% triton_mm_3245 0.0756 ms 93.9% triton_mm_3246 0.0761 ms 93.4% triton_mm_3247 0.0793 ms 89.6% triton_mm_3240 0.0884 ms 80.4% triton_mm_3238 0.0890 ms 79.8% triton_mm_3242 0.0905 ms 78.5% triton_mm_3239 0.0928 ms 76.6% triton_mm_3243 0.0971 ms 73.2% triton_mm_3241 0.1030 ms 69.0% SingleProcess AUTOTUNE benchmarking takes 2.4218 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x12, 12x1536) triton_mm_3334 0.0235 ms 100.0% triton_mm_3332 0.0244 ms 96.6% triton_mm_3327 0.0249 ms 94.6% triton_mm_3336 0.0249 ms 94.6% triton_mm_3329 0.0249 ms 94.4% triton_mm_3333 0.0251 ms 93.6% triton_mm_3331 0.0252 ms 93.2% triton_mm_3330 0.0254 ms 92.7% triton_mm_3328 0.0254 ms 92.5% triton_mm_3337 0.0269 ms 87.4% SingleProcess AUTOTUNE benchmarking takes 2.0382 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x6144) mm 0.2766 ms 100.0% triton_mm_3373 0.2833 ms 97.6% triton_mm_3374 0.2915 ms 94.9% triton_mm_3375 0.3074 ms 90.0% triton_mm_3368 0.3387 ms 81.7% triton_mm_3366 0.3472 ms 79.7% triton_mm_3370 0.3523 ms 78.5% triton_mm_3369 0.3683 ms 75.1% triton_mm_3371 0.3696 ms 74.9% triton_mm_3367 0.3776 ms 73.3% SingleProcess AUTOTUNE benchmarking takes 2.5474 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x9216, 9216x1536) triton_mm_3313 0.0376 ms 100.0% mm 0.0392 ms 95.9% triton_mm_3309 0.0416 ms 90.5% triton_mm_3317 0.0457 ms 82.3% triton_mm_3321 0.0563 ms 66.8% triton_mm_3308 0.0707 ms 53.2% triton_mm_3307 0.0710 ms 53.0% triton_mm_3312 0.0764 ms 49.2% triton_mm_3316 0.0815 ms 46.1% triton_mm_3306 0.0859 ms 43.8% SingleProcess AUTOTUNE benchmarking takes 2.1490 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x6144) triton_mm_3354 0.2721 ms 100.0% triton_mm_3355 0.2836 ms 95.9% triton_mm_3356 0.3026 ms 89.9% mm 0.3029 ms 89.8% triton_mm_3349 0.3381 ms 80.5% triton_mm_3347 0.3426 ms 79.4% triton_mm_3351 0.3454 ms 78.8% triton_mm_3348 0.3615 ms 75.3% triton_mm_3352 0.3708 ms 73.4% triton_mm_3350 0.3893 ms 69.9% SingleProcess AUTOTUNE benchmarking takes 2.5446 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x1536) mm 0.0802 ms 100.0% triton_mm_3446 0.0902 ms 88.8% triton_mm_3442 0.0904 ms 88.7% triton_mm_3449 0.0918 ms 87.3% triton_mm_3444 0.0950 ms 84.3% triton_mm_3450 0.0996 ms 80.5% triton_mm_3451 0.1024 ms 78.3% triton_mm_3445 0.1027 ms 78.1% triton_mm_3447 0.1038 ms 77.2% triton_mm_3443 0.1053 ms 76.1% SingleProcess AUTOTUNE benchmarking takes 2.4236 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x1536) mm 0.0708 ms 100.0% triton_mm_3430 0.0751 ms 94.3% triton_mm_3431 0.0766 ms 92.5% triton_mm_3432 0.0783 ms 90.4% triton_mm_3423 0.0881 ms 80.4% triton_mm_3425 0.0881 ms 80.3% triton_mm_3427 0.0893 ms 79.2% triton_mm_3424 0.0934 ms 75.8% triton_mm_3428 0.0968 ms 73.1% triton_mm_3426 0.1028 ms 68.9% SingleProcess AUTOTUNE benchmarking takes 2.4175 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x6144) triton_mm_3539 0.2699 ms 100.0% triton_mm_3540 0.2820 ms 95.7% mm 0.3010 ms 89.7% triton_mm_3541 0.3029 ms 89.1% triton_mm_3534 0.3370 ms 80.1% triton_mm_3532 0.3423 ms 78.8% triton_mm_3536 0.3436 ms 78.5% triton_mm_3533 0.3590 ms 75.2% triton_mm_3537 0.3760 ms 71.8% triton_mm_3535 0.3864 ms 69.8% SingleProcess AUTOTUNE benchmarking takes 2.5426 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x1536) mm 0.0795 ms 100.0% triton_mm_3627 0.0903 ms 88.0% triton_mm_3631 0.0909 ms 87.4% triton_mm_3634 0.0918 ms 86.5% triton_mm_3629 0.0959 ms 82.8% triton_mm_3635 0.0996 ms 79.8% triton_mm_3630 0.1019 ms 78.0% triton_mm_3636 0.1025 ms 77.5% triton_mm_3632 0.1038 ms 76.6% triton_mm_3628 0.1052 ms 75.5% SingleProcess AUTOTUNE benchmarking takes 2.4204 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x1536) mm 0.0708 ms 100.0% triton_mm_3615 0.0751 ms 94.2% triton_mm_3616 0.0764 ms 92.6% triton_mm_3617 0.0783 ms 90.4% triton_mm_3610 0.0881 ms 80.3% triton_mm_3608 0.0887 ms 79.7% triton_mm_3612 0.0892 ms 79.4% triton_mm_3609 0.0926 ms 76.4% triton_mm_3613 0.0968 ms 73.1% triton_mm_3611 0.1027 ms 68.9% SingleProcess AUTOTUNE benchmarking takes 2.4241 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x768, 768x2048) triton_mm_5759 0.0550 ms 100.0% mm 0.0552 ms 99.8% triton_mm_5760 0.0580 ms 94.8% triton_mm_5756 0.0645 ms 85.4% triton_mm_5752 0.0646 ms 85.1% triton_mm_5754 0.0654 ms 84.1% triton_mm_5753 0.0686 ms 80.2% triton_mm_5761 0.0694 ms 79.3% triton_mm_5757 0.0709 ms 77.7% triton_mm_5755 0.0860 ms 64.0% SingleProcess AUTOTUNE benchmarking takes 2.5105 seconds and 0.0000 seconds precompiling AUTOTUNE mm(2048x3432, 3432x2048) mm 0.1266 ms 100.0% triton_mm_5816 0.1437 ms 88.1% triton_mm_5817 0.1477 ms 85.8% triton_mm_5818 0.1529 ms 82.8% triton_mm_5809 0.1618 ms 78.3% triton_mm_5813 0.1636 ms 77.4% triton_mm_5811 0.1655 ms 76.5% triton_mm_5812 0.1674 ms 75.7% triton_mm_5814 0.1685 ms 75.1% triton_mm_5810 0.1706 ms 74.2% SingleProcess AUTOTUNE benchmarking takes 2.5680 seconds and 0.0000 seconds precompiling AUTOTUNE mm(2048x3432, 3432x1536) mm 0.0938 ms 100.0% triton_mm_5854 0.0938 ms 100.0% triton_mm_5855 0.1002 ms 93.6% triton_mm_5856 0.1032 ms 90.9% triton_mm_5850 0.1328 ms 70.6% triton_mm_5852 0.1350 ms 69.5% triton_mm_5848 0.1361 ms 69.0% triton_mm_5849 0.1379 ms 68.0% triton_mm_5851 0.1387 ms 67.7% triton_mm_5847 0.1401 ms 66.9% SingleProcess AUTOTUNE benchmarking takes 9.9553 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x2048, 2048x1536) mm 0.0897 ms 100.0% triton_mm_5835 0.0955 ms 93.9% triton_mm_5836 0.0964 ms 93.0% triton_mm_5837 0.0989 ms 90.7% triton_mm_5830 0.1116 ms 80.3% triton_mm_5832 0.1137 ms 78.9% triton_mm_5828 0.1145 ms 78.3% triton_mm_5829 0.1244 ms 72.1% triton_mm_5831 0.1269 ms 70.7% triton_mm_5833 0.1278 ms 70.1% SingleProcess AUTOTUNE benchmarking takes 10.1819 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3420, 3420x28) mm 0.0284 ms 100.0% triton_mm_6969 0.0330 ms 86.0% triton_mm_6970 0.0390 ms 72.6% triton_mm_6968 0.0393 ms 72.2% triton_mm_6977 0.0404 ms 70.1% triton_mm_6974 0.0408 ms 69.5% triton_mm_6978 0.0409 ms 69.3% triton_mm_6971 0.0424 ms 66.8% triton_mm_6976 0.0444 ms 63.9% triton_mm_6982 0.0451 ms 62.9% SingleProcess AUTOTUNE benchmarking takes 6.8838 seconds and 0.0000 seconds precompiling /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2198: UserWarning: Overwriting vit_tiny_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2207: UserWarning: Overwriting vit_tiny_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2216: UserWarning: Overwriting vit_small_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2225: UserWarning: Overwriting vit_small_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2234: UserWarning: Overwriting vit_small_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2243: UserWarning: Overwriting vit_small_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2252: UserWarning: Overwriting vit_small_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2261: UserWarning: Overwriting vit_base_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2271: UserWarning: Overwriting vit_base_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2281: UserWarning: Overwriting vit_base_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2291: UserWarning: Overwriting vit_base_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2301: UserWarning: Overwriting vit_base_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2311: UserWarning: Overwriting vit_large_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2320: UserWarning: Overwriting vit_large_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2330: UserWarning: Overwriting vit_large_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2340: UserWarning: Overwriting vit_large_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2350: UserWarning: Overwriting vit_large_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2359: UserWarning: Overwriting vit_huge_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2368: UserWarning: Overwriting vit_giant_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2377: UserWarning: Overwriting vit_gigantic_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2387: UserWarning: Overwriting vit_base_patch16_224_miil in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224_miil. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224_miil(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2398: UserWarning: Overwriting vit_medium_patch16_gap_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2410: UserWarning: Overwriting vit_medium_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2422: UserWarning: Overwriting vit_medium_patch16_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2434: UserWarning: Overwriting vit_betwixt_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2446: UserWarning: Overwriting vit_base_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2457: UserWarning: Overwriting vit_huge_patch14_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2468: UserWarning: Overwriting vit_huge_patch16_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch16_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch16_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2479: UserWarning: Overwriting vit_giant_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2491: UserWarning: Overwriting vit_xsmall_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_xsmall_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_xsmall_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2500: UserWarning: Overwriting vit_medium_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2510: UserWarning: Overwriting vit_medium_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2519: UserWarning: Overwriting vit_betwixt_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2529: UserWarning: Overwriting vit_base_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2540: UserWarning: Overwriting vit_base_patch32_clip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2551: UserWarning: Overwriting vit_base_patch32_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2562: UserWarning: Overwriting vit_base_patch32_clip_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2573: UserWarning: Overwriting vit_base_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2583: UserWarning: Overwriting vit_base_patch16_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2593: UserWarning: Overwriting vit_large_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2603: UserWarning: Overwriting vit_large_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2613: UserWarning: Overwriting vit_huge_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2623: UserWarning: Overwriting vit_huge_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2633: UserWarning: Overwriting vit_huge_patch14_clip_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2643: UserWarning: Overwriting vit_giant_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2656: UserWarning: Overwriting vit_gigantic_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2669: UserWarning: Overwriting vit_base_patch32_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2681: UserWarning: Overwriting vit_base_patch16_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2693: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2705: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2717: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2729: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2743: UserWarning: Overwriting vit_base_patch32_plus_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_plus_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_plus_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2753: UserWarning: Overwriting vit_base_patch16_plus_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_plus_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_plus_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2763: UserWarning: Overwriting vit_base_patch16_rpn_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_rpn_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_rpn_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2775: UserWarning: Overwriting vit_small_patch16_36x1_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_36x1_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_36x1_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2787: UserWarning: Overwriting vit_small_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2800: UserWarning: Overwriting vit_base_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2812: UserWarning: Overwriting eva_large_patch14_196 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_196. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_196(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2821: UserWarning: Overwriting eva_large_patch14_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2829: UserWarning: Overwriting flexivit_small in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_small. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_small(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2838: UserWarning: Overwriting flexivit_base in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_base. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_base(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2847: UserWarning: Overwriting flexivit_large in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_large. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_large(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2856: UserWarning: Overwriting vit_base_patch16_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2869: UserWarning: Overwriting vit_large_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2882: UserWarning: Overwriting vit_huge_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2895: UserWarning: Overwriting vit_small_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2905: UserWarning: Overwriting vit_base_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2915: UserWarning: Overwriting vit_large_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2925: UserWarning: Overwriting vit_giant_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2942: UserWarning: Overwriting vit_small_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2955: UserWarning: Overwriting vit_base_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2968: UserWarning: Overwriting vit_large_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2981: UserWarning: Overwriting vit_giant_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2998: UserWarning: Overwriting vit_base_patch16_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3008: UserWarning: Overwriting vit_base_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3018: UserWarning: Overwriting vit_base_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3028: UserWarning: Overwriting vit_base_patch16_siglip_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3038: UserWarning: Overwriting vit_large_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3048: UserWarning: Overwriting vit_large_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3058: UserWarning: Overwriting vit_so400m_patch14_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3068: UserWarning: Overwriting vit_so400m_patch14_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3078: UserWarning: Overwriting vit_base_patch16_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3089: UserWarning: Overwriting vit_base_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3100: UserWarning: Overwriting vit_base_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3111: UserWarning: Overwriting vit_base_patch16_siglip_gap_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3122: UserWarning: Overwriting vit_large_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3133: UserWarning: Overwriting vit_large_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3144: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3156: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3168: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3180: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_896 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_896. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_896(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3192: UserWarning: Overwriting vit_wee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_wee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_wee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3203: UserWarning: Overwriting vit_pwee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_pwee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_pwee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3214: UserWarning: Overwriting vit_little_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3225: UserWarning: Overwriting vit_little_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3236: UserWarning: Overwriting vit_medium_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3247: UserWarning: Overwriting vit_medium_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3258: UserWarning: Overwriting vit_mediumd_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_mediumd_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_mediumd_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3269: UserWarning: Overwriting vit_betwixt_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3280: UserWarning: Overwriting vit_betwixt_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3291: UserWarning: Overwriting vit_base_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3302: UserWarning: Overwriting vit_so150m_patch16_reg4_map_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_map_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_map_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3313: UserWarning: Overwriting vit_so150m_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/train.py:99: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature. checkpoint = torch.load(vae_ckpt, map_location="cpu") /home/user/VAR/utils/amp_sc.py:27: FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead. self.scaler = torch.cuda.amp.GradScaler(init_scale=2. ** 11, growth_interval=1000) if self.using_fp16_rather_bf16 else None # only fp16 needs a scaler /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(3420x28, 28x1536) triton_mm_7 0.0210 ms 100.0% triton_mm_6 0.0220 ms 95.5% triton_mm_4 0.0221 ms 94.9% triton_mm_9 0.0222 ms 94.5% triton_mm_2 0.0226 ms 92.6% triton_mm_12 0.0227 ms 92.4% triton_mm_8 0.0228 ms 91.9% triton_mm_16 0.0228 ms 91.7% triton_mm_11 0.0230 ms 91.1% triton_mm_10 0.0231 ms 90.7% SingleProcess AUTOTUNE benchmarking takes 2.0548 seconds and 0.0146 seconds precompiling AUTOTUNE addmm(12x9216, 12x1536, 1536x9216) triton_mm_29 0.0344 ms 100.0% triton_mm_21 0.0349 ms 98.6% triton_mm_33 0.0354 ms 97.2% triton_mm_25 0.0356 ms 96.7% triton_mm_24 0.0363 ms 94.9% triton_mm_18 0.0371 ms 93.0% triton_mm_28 0.0371 ms 92.9% bias_addmm 0.0374 ms 92.2% triton_mm_20 0.0393 ms 87.7% triton_mm_19 0.0400 ms 86.2% SingleProcess AUTOTUNE benchmarking takes 2.1889 seconds and 0.0008 seconds precompiling AUTOTUNE addmm(3432x4608, 3432x1536, 1536x4608) triton_mm_51 0.2139 ms 100.0% triton_mm_50 0.2157 ms 99.2% triton_mm_52 0.2363 ms 90.5% triton_mm_45 0.2582 ms 82.8% bias_addmm 0.2657 ms 80.5% triton_mm_47 0.2685 ms 79.7% triton_mm_43 0.2698 ms 79.3% triton_mm_44 0.2940 ms 72.8% addmm 0.2950 ms 72.5% triton_mm_48 0.2999 ms 71.3% SingleProcess AUTOTUNE benchmarking takes 2.5539 seconds and 0.0197 seconds precompiling AUTOTUNE addmm(3432x1536, 3432x1536, 1536x1536) triton_mm_70 0.0763 ms 100.0% triton_mm_69 0.0804 ms 94.9% triton_mm_71 0.0831 ms 91.7% bias_addmm 0.0858 ms 88.9% triton_mm_64 0.0916 ms 83.2% addmm 0.0921 ms 82.8% triton_mm_66 0.0937 ms 81.4% triton_mm_62 0.0943 ms 80.8% triton_mm_63 0.1021 ms 74.7% triton_mm_67 0.1046 ms 72.9% SingleProcess AUTOTUNE benchmarking takes 2.5134 seconds and 0.0010 seconds precompiling AUTOTUNE addmm(3432x6144, 3432x1536, 1536x6144) triton_mm_89 0.2849 ms 100.0% triton_mm_88 0.2878 ms 99.0% triton_mm_90 0.3158 ms 90.2% triton_mm_83 0.3455 ms 82.5% bias_addmm 0.3473 ms 82.0% triton_mm_85 0.3581 ms 79.6% triton_mm_81 0.3633 ms 78.4% triton_mm_82 0.3999 ms 71.2% triton_mm_86 0.4011 ms 71.0% triton_mm_84 0.4059 ms 70.2% SingleProcess AUTOTUNE benchmarking takes 2.6574 seconds and 0.6174 seconds precompiling AUTOTUNE addmm(3432x1536, 3432x6144, 6144x1536) triton_mm_108 0.2687 ms 100.0% triton_mm_109 0.2784 ms 96.5% triton_mm_107 0.2855 ms 94.1% addmm 0.2896 ms 92.8% bias_addmm 0.3099 ms 86.7% triton_mm_102 0.3330 ms 80.7% triton_mm_100 0.3430 ms 78.3% triton_mm_104 0.3461 ms 77.6% triton_mm_103 0.3522 ms 76.3% triton_mm_105 0.3821 ms 70.3% SingleProcess AUTOTUNE benchmarking takes 2.6721 seconds and 0.2451 seconds precompiling AUTOTUNE addmm(12x9216, 12x1536, 1536x9216) triton_mm_122 0.0345 ms 100.0% triton_mm_126 0.0356 ms 96.9% triton_mm_117 0.0356 ms 96.8% triton_mm_114 0.0357 ms 96.7% triton_mm_121 0.0357 ms 96.5% triton_mm_118 0.0363 ms 94.9% triton_mm_111 0.0364 ms 94.9% bias_addmm 0.0373 ms 92.5% triton_mm_113 0.0392 ms 88.1% triton_mm_112 0.0396 ms 87.2% SingleProcess AUTOTUNE benchmarking takes 2.1934 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(12x9216, 12x1536, 1536x9216) triton_mm_215 0.0353 ms 100.0% triton_mm_219 0.0355 ms 99.4% triton_mm_207 0.0356 ms 99.2% triton_mm_210 0.0357 ms 98.7% triton_mm_204 0.0364 ms 97.0% triton_mm_211 0.0365 ms 96.7% triton_mm_214 0.0370 ms 95.4% bias_addmm 0.0391 ms 90.3% triton_mm_205 0.0393 ms 89.7% triton_mm_206 0.0399 ms 88.6% SingleProcess AUTOTUNE benchmarking takes 2.2065 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(12x9216, 12x1536, 1536x9216) triton_mm_300 0.0350 ms 100.0% triton_mm_308 0.0353 ms 99.1% triton_mm_304 0.0356 ms 98.3% triton_mm_312 0.0356 ms 98.2% triton_mm_297 0.0364 ms 96.2% triton_mm_303 0.0367 ms 95.3% triton_mm_307 0.0369 ms 94.7% bias_addmm 0.0391 ms 89.5% triton_mm_299 0.0392 ms 89.1% triton_mm_298 0.0394 ms 88.7% SingleProcess AUTOTUNE benchmarking takes 2.2129 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(12x9216, 12x1536, 1536x9216) triton_mm_401 0.0345 ms 100.0% triton_mm_393 0.0349 ms 98.7% triton_mm_405 0.0354 ms 97.3% triton_mm_397 0.0356 ms 96.8% triton_mm_396 0.0357 ms 96.6% triton_mm_390 0.0368 ms 93.6% triton_mm_400 0.0370 ms 93.2% bias_addmm 0.0388 ms 88.8% triton_mm_392 0.0391 ms 88.1% triton_mm_391 0.0395 ms 87.2% SingleProcess AUTOTUNE benchmarking takes 2.2158 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(3432x2048, 3432x1536, 1536x2048) triton_mm_592 0.0977 ms 100.0% triton_mm_591 0.0988 ms 98.9% triton_mm_593 0.1067 ms 91.6% triton_mm_586 0.1178 ms 83.0% addmm 0.1190 ms 82.1% triton_mm_588 0.1209 ms 80.8% triton_mm_584 0.1212 ms 80.6% bias_addmm 0.1297 ms 75.3% triton_mm_585 0.1344 ms 72.7% triton_mm_589 0.1362 ms 71.8% SingleProcess AUTOTUNE benchmarking takes 2.5431 seconds and 0.0343 seconds precompiling AUTOTUNE addmm(3432x2048, 3432x2048, 2048x2048) triton_mm_611 0.1232 ms 100.0% triton_mm_610 0.1258 ms 98.0% triton_mm_612 0.1345 ms 91.6% bias_addmm 0.1346 ms 91.5% triton_mm_607 0.1536 ms 80.2% addmm 0.1553 ms 79.4% triton_mm_603 0.1554 ms 79.3% triton_mm_605 0.1556 ms 79.2% triton_mm_606 0.1731 ms 71.2% triton_mm_608 0.1763 ms 69.9% SingleProcess AUTOTUNE benchmarking takes 2.6826 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x2048, 2048x768) mm 0.0583 ms 100.0% triton_mm_624 0.0598 ms 97.5% triton_mm_626 0.0612 ms 95.2% triton_mm_622 0.0619 ms 94.2% triton_mm_630 0.0628 ms 92.8% triton_mm_629 0.0636 ms 91.6% triton_mm_631 0.0667 ms 87.4% triton_mm_625 0.0690 ms 84.5% triton_mm_627 0.0712 ms 81.9% triton_mm_623 0.0724 ms 80.5% SingleProcess AUTOTUNE benchmarking takes 2.4904 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x1536, 1536x3072) triton_mm_2310 0.0162 ms 100.0% triton_mm_2314 0.0163 ms 99.6% triton_mm_2318 0.0167 ms 96.9% triton_mm_2322 0.0191 ms 84.8% mm 0.0211 ms 76.8% triton_mm_2307 0.0217 ms 74.9% triton_mm_2309 0.0221 ms 73.3% triton_mm_2313 0.0223 ms 72.7% triton_mm_2308 0.0228 ms 71.3% triton_mm_2317 0.0244 ms 66.6% SingleProcess AUTOTUNE benchmarking takes 7.2224 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(3432x32768, 3432x1536, 1536x32768) bias_addmm 1.5128 ms 100.0% triton_mm_2340 1.5284 ms 99.0% triton_mm_2339 1.5530 ms 97.4% triton_mm_2341 1.6871 ms 89.7% triton_mm_2334 1.8266 ms 82.8% addmm 1.8780 ms 80.6% triton_mm_2336 1.9111 ms 79.2% triton_mm_2332 1.9533 ms 77.4% triton_mm_2335 2.1301 ms 71.0% triton_mm_2333 2.1599 ms 70.0% SingleProcess AUTOTUNE benchmarking takes 11.9897 seconds and 0.0000 seconds precompiling /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(32768x3432, 3432x1536) triton_mm_2377 1.3970 ms 100.0% triton_mm_2378 1.4703 ms 95.0% triton_mm_2379 1.5479 ms 90.2% mm 1.5592 ms 89.6% triton_mm_2372 1.7470 ms 80.0% triton_mm_2370 1.7529 ms 79.7% triton_mm_2374 1.8487 ms 75.6% triton_mm_2373 1.9042 ms 73.4% triton_mm_2371 1.9364 ms 72.1% triton_mm_2375 1.9617 ms 71.2% SingleProcess AUTOTUNE benchmarking takes 9.6750 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x6144) mm 0.2774 ms 100.0% triton_mm_2448 0.2846 ms 97.5% triton_mm_2449 0.2929 ms 94.7% triton_mm_2450 0.3082 ms 90.0% triton_mm_2443 0.3409 ms 81.4% triton_mm_2445 0.3466 ms 80.0% triton_mm_2441 0.3488 ms 79.5% triton_mm_2444 0.3687 ms 75.2% triton_mm_2446 0.3701 ms 75.0% triton_mm_2442 0.3774 ms 73.5% SingleProcess AUTOTUNE benchmarking takes 9.6552 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3072x12, 12x1536) triton_mm_2402 0.0132 ms 100.0% triton_mm_2409 0.0137 ms 96.3% triton_mm_2404 0.0137 ms 96.0% triton_mm_2408 0.0137 ms 96.0% triton_mm_2406 0.0139 ms 94.5% triton_mm_2405 0.0140 ms 94.3% triton_mm_2403 0.0143 ms 91.7% triton_mm_2411 0.0144 ms 91.1% triton_mm_2410 0.0147 ms 89.5% triton_mm_2412 0.0147 ms 89.5% SingleProcess AUTOTUNE benchmarking takes 5.3645 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x3072, 3072x1536) triton_mm_2384 0.0181 ms 100.0% triton_mm_2388 0.0204 ms 88.8% mm 0.0221 ms 81.9% triton_mm_2392 0.0225 ms 80.5% triton_mm_2396 0.0262 ms 69.1% triton_mm_2382 0.0283 ms 63.9% triton_mm_2383 0.0295 ms 61.2% triton_mm_2387 0.0295 ms 61.2% triton_mm_2391 0.0315 ms 57.4% triton_mm_2381 0.0337 ms 53.7% SingleProcess AUTOTUNE benchmarking takes 7.3921 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x32768, 32768x1536) mm 1.3619 ms 100.0% triton_mm_2358 1.4551 ms 93.6% triton_mm_2360 1.4601 ms 93.3% triton_mm_2359 1.4701 ms 92.6% triton_mm_2351 1.8701 ms 72.8% triton_mm_2353 1.8794 ms 72.5% triton_mm_2354 1.8964 ms 71.8% triton_mm_2352 1.9572 ms 69.6% triton_mm_2355 1.9666 ms 69.3% triton_mm_2356 2.0280 ms 67.2% SingleProcess AUTOTUNE benchmarking takes 2.8282 seconds and 0.0010 seconds precompiling AUTOTUNE mm(3432x1536, 1536x6144) triton_mm_2429 0.2732 ms 100.0% triton_mm_2430 0.2848 ms 95.9% triton_mm_2431 0.3064 ms 89.2% mm 0.3066 ms 89.1% triton_mm_2424 0.3408 ms 80.2% triton_mm_2422 0.3460 ms 79.0% triton_mm_2426 0.3484 ms 78.4% triton_mm_2423 0.3639 ms 75.1% triton_mm_2427 0.3727 ms 73.3% triton_mm_2425 0.3898 ms 70.1% SingleProcess AUTOTUNE benchmarking takes 2.5345 seconds and 0.0010 seconds precompiling AUTOTUNE mm(6144x3432, 3432x1536) triton_mm_2486 0.2802 ms 100.0% mm 0.2822 ms 99.3% triton_mm_2487 0.2918 ms 96.0% triton_mm_2488 0.3079 ms 91.0% triton_mm_2481 0.3292 ms 85.1% triton_mm_2479 0.3384 ms 82.8% triton_mm_2483 0.3454 ms 81.1% triton_mm_2482 0.3586 ms 78.1% triton_mm_2480 0.3703 ms 75.7% triton_mm_2484 0.3703 ms 75.7% SingleProcess AUTOTUNE benchmarking takes 9.7746 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x6144, 6144x1536) triton_mm_2467 0.2713 ms 100.0% triton_mm_2468 0.2728 ms 99.4% mm 0.2789 ms 97.3% triton_mm_2469 0.3089 ms 87.8% triton_mm_2462 0.3306 ms 82.1% triton_mm_2460 0.3317 ms 81.8% triton_mm_2464 0.3361 ms 80.7% triton_mm_2463 0.3568 ms 76.0% triton_mm_2461 0.3625 ms 74.8% triton_mm_2465 0.3707 ms 73.2% SingleProcess AUTOTUNE benchmarking takes 9.7487 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x3432, 3432x1536) triton_mm_2562 0.1924 ms 100.0% triton_mm_2563 0.2014 ms 95.5% triton_mm_2564 0.2115 ms 91.0% mm 0.2175 ms 88.5% triton_mm_2557 0.2544 ms 75.6% triton_mm_2555 0.2576 ms 74.7% triton_mm_2559 0.2595 ms 74.1% triton_mm_2558 0.2682 ms 71.7% triton_mm_2560 0.2713 ms 70.9% triton_mm_2556 0.2732 ms 70.4% SingleProcess AUTOTUNE benchmarking takes 2.4943 seconds and 0.0009 seconds precompiling AUTOTUNE mm(3432x4608, 4608x1536) triton_mm_2543 0.2050 ms 100.0% triton_mm_2544 0.2064 ms 99.3% triton_mm_2545 0.2083 ms 98.4% mm 0.2293 ms 89.4% triton_mm_2538 0.2470 ms 83.0% triton_mm_2536 0.2477 ms 82.8% triton_mm_2540 0.2550 ms 80.4% triton_mm_2539 0.2659 ms 77.1% triton_mm_2537 0.2710 ms 75.6% triton_mm_2541 0.2788 ms 73.5% SingleProcess AUTOTUNE benchmarking takes 9.6452 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x1536) mm 0.0804 ms 100.0% triton_mm_2517 0.0908 ms 88.6% triton_mm_2521 0.0912 ms 88.1% triton_mm_2524 0.0928 ms 86.6% triton_mm_2525 0.1004 ms 80.1% triton_mm_2526 0.1022 ms 78.7% triton_mm_2520 0.1029 ms 78.1% triton_mm_2522 0.1046 ms 76.8% triton_mm_2518 0.1055 ms 76.2% triton_mm_2519 0.1096 ms 73.3% SingleProcess AUTOTUNE benchmarking takes 2.4329 seconds and 0.0010 seconds precompiling AUTOTUNE mm(3432x1536, 1536x1536) mm 0.0712 ms 100.0% triton_mm_2506 0.0759 ms 93.8% triton_mm_2505 0.0761 ms 93.5% triton_mm_2507 0.0793 ms 89.8% triton_mm_2500 0.0881 ms 80.8% triton_mm_2498 0.0889 ms 80.1% triton_mm_2502 0.0889 ms 80.0% triton_mm_2499 0.0925 ms 76.9% triton_mm_2503 0.0980 ms 72.6% triton_mm_2501 0.1034 ms 68.8% SingleProcess AUTOTUNE benchmarking takes 2.4147 seconds and 0.0009 seconds precompiling AUTOTUNE mm(9216x12, 12x1536) triton_mm_2594 0.0236 ms 100.0% triton_mm_2593 0.0241 ms 97.7% triton_mm_2588 0.0243 ms 97.0% triton_mm_2587 0.0249 ms 94.7% triton_mm_2596 0.0249 ms 94.5% triton_mm_2589 0.0250 ms 94.1% triton_mm_2591 0.0253 ms 92.9% triton_mm_2592 0.0254 ms 92.7% triton_mm_2590 0.0255 ms 92.5% triton_mm_2595 0.0259 ms 91.1% SingleProcess AUTOTUNE benchmarking takes 5.1102 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x6144) mm 0.2810 ms 100.0% triton_mm_2633 0.2846 ms 98.7% triton_mm_2634 0.2950 ms 95.2% triton_mm_2635 0.3085 ms 91.1% triton_mm_2628 0.3430 ms 81.9% triton_mm_2630 0.3479 ms 80.8% triton_mm_2626 0.3491 ms 80.5% triton_mm_2629 0.3699 ms 76.0% triton_mm_2631 0.3711 ms 75.7% triton_mm_2627 0.3787 ms 74.2% SingleProcess AUTOTUNE benchmarking takes 2.5345 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x9216, 9216x1536) triton_mm_2573 0.0389 ms 100.0% mm 0.0395 ms 98.5% triton_mm_2569 0.0422 ms 92.1% triton_mm_2577 0.0458 ms 85.0% triton_mm_2581 0.0564 ms 68.9% triton_mm_2568 0.0707 ms 55.0% triton_mm_2567 0.0712 ms 54.6% triton_mm_2572 0.0765 ms 50.8% triton_mm_2576 0.0817 ms 47.6% triton_mm_2566 0.0854 ms 45.5% SingleProcess AUTOTUNE benchmarking takes 2.1391 seconds and 0.0008 seconds precompiling AUTOTUNE mm(3432x1536, 1536x6144) triton_mm_2614 0.2730 ms 100.0% triton_mm_2615 0.2846 ms 95.9% mm 0.3037 ms 89.9% triton_mm_2616 0.3062 ms 89.2% triton_mm_2609 0.3420 ms 79.8% triton_mm_2607 0.3458 ms 79.0% triton_mm_2611 0.3498 ms 78.0% triton_mm_2608 0.3629 ms 75.2% triton_mm_2612 0.3734 ms 73.1% triton_mm_2610 0.3906 ms 69.9% SingleProcess AUTOTUNE benchmarking takes 2.5353 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x6144, 6144x1536) triton_mm_2652 0.2716 ms 100.0% triton_mm_2653 0.2740 ms 99.1% triton_mm_2654 0.2762 ms 98.3% mm 0.2784 ms 97.6% triton_mm_2647 0.3327 ms 81.6% triton_mm_2645 0.3332 ms 81.5% triton_mm_2649 0.3378 ms 80.4% triton_mm_2648 0.3583 ms 75.8% triton_mm_2646 0.3638 ms 74.7% triton_mm_2650 0.3710 ms 73.2% SingleProcess AUTOTUNE benchmarking takes 2.5421 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x3432, 3432x1536) mm 0.1866 ms 100.0% triton_mm_2747 0.1946 ms 95.9% triton_mm_2748 0.2032 ms 91.8% triton_mm_2749 0.2124 ms 87.8% triton_mm_2742 0.2557 ms 73.0% triton_mm_2740 0.2594 ms 71.9% triton_mm_2744 0.2608 ms 71.5% triton_mm_2743 0.2702 ms 69.0% triton_mm_2745 0.2736 ms 68.2% triton_mm_2741 0.2762 ms 67.6% SingleProcess AUTOTUNE benchmarking takes 2.5100 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x1536) mm 0.0810 ms 100.0% triton_mm_2702 0.0901 ms 89.8% triton_mm_2706 0.0915 ms 88.5% triton_mm_2709 0.0918 ms 88.2% triton_mm_2710 0.0997 ms 81.2% triton_mm_2705 0.1030 ms 78.6% triton_mm_2711 0.1032 ms 78.5% triton_mm_2707 0.1050 ms 77.1% triton_mm_2703 0.1065 ms 76.0% triton_mm_2704 0.1097 ms 73.8% SingleProcess AUTOTUNE benchmarking takes 2.4204 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x1536) mm 0.0723 ms 100.0% triton_mm_2691 0.0761 ms 95.0% triton_mm_2690 0.0763 ms 94.7% triton_mm_2692 0.0795 ms 90.9% triton_mm_2683 0.0884 ms 81.7% triton_mm_2685 0.0884 ms 81.7% triton_mm_2687 0.0901 ms 80.2% triton_mm_2684 0.0936 ms 77.2% triton_mm_2688 0.0973 ms 74.3% triton_mm_2686 0.1028 ms 70.3% SingleProcess AUTOTUNE benchmarking takes 2.4134 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x12, 12x1536) triton_mm_2772 0.0238 ms 100.0% triton_mm_2773 0.0242 ms 98.2% triton_mm_2777 0.0244 ms 97.6% triton_mm_2779 0.0247 ms 96.2% triton_mm_2774 0.0247 ms 96.1% triton_mm_2778 0.0251 ms 94.6% triton_mm_2776 0.0252 ms 94.5% triton_mm_2775 0.0253 ms 94.1% triton_mm_2780 0.0258 ms 92.1% triton_mm_2782 0.0259 ms 92.0% SingleProcess AUTOTUNE benchmarking takes 2.0185 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x6144) mm 0.2800 ms 100.0% triton_mm_2818 0.2871 ms 97.5% triton_mm_2819 0.2951 ms 94.9% triton_mm_2820 0.3103 ms 90.2% triton_mm_2813 0.3425 ms 81.8% triton_mm_2815 0.3484 ms 80.4% triton_mm_2811 0.3508 ms 79.8% triton_mm_2816 0.3721 ms 75.3% triton_mm_2814 0.3721 ms 75.3% triton_mm_2812 0.3820 ms 73.3% SingleProcess AUTOTUNE benchmarking takes 2.5423 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x9216, 9216x1536) triton_mm_2758 0.0387 ms 100.0% mm 0.0394 ms 98.1% triton_mm_2754 0.0419 ms 92.3% triton_mm_2762 0.0468 ms 82.5% triton_mm_2766 0.0564 ms 68.5% triton_mm_2753 0.0708 ms 54.6% triton_mm_2752 0.0713 ms 54.2% triton_mm_2757 0.0773 ms 50.0% triton_mm_2761 0.0826 ms 46.8% triton_mm_2751 0.0860 ms 44.9% SingleProcess AUTOTUNE benchmarking takes 2.1347 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x6144) triton_mm_2799 0.2737 ms 100.0% triton_mm_2800 0.2860 ms 95.7% mm 0.3043 ms 89.9% triton_mm_2801 0.3092 ms 88.5% triton_mm_2794 0.3442 ms 79.5% triton_mm_2792 0.3467 ms 78.9% triton_mm_2796 0.3518 ms 77.8% triton_mm_2793 0.3661 ms 74.7% triton_mm_2797 0.3734 ms 73.3% triton_mm_2795 0.3922 ms 69.8% SingleProcess AUTOTUNE benchmarking takes 2.5371 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x6144, 6144x1536) triton_mm_2837 0.2725 ms 100.0% triton_mm_2838 0.2752 ms 99.0% triton_mm_2839 0.2768 ms 98.5% mm 0.2801 ms 97.3% triton_mm_2832 0.3338 ms 81.7% triton_mm_2830 0.3344 ms 81.5% triton_mm_2834 0.3372 ms 80.8% triton_mm_2833 0.3572 ms 76.3% triton_mm_2831 0.3652 ms 74.6% triton_mm_2835 0.3728 ms 73.1% SingleProcess AUTOTUNE benchmarking takes 2.5507 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x3432, 3432x1536) mm 0.1861 ms 100.0% triton_mm_2932 0.1948 ms 95.5% triton_mm_2933 0.2026 ms 91.9% triton_mm_2934 0.2136 ms 87.1% triton_mm_2927 0.2554 ms 72.9% triton_mm_2925 0.2586 ms 72.0% triton_mm_2929 0.2616 ms 71.1% triton_mm_2928 0.2711 ms 68.7% triton_mm_2930 0.2747 ms 67.7% triton_mm_2926 0.2759 ms 67.5% SingleProcess AUTOTUNE benchmarking takes 2.5148 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x1536) mm 0.0802 ms 100.0% triton_mm_2887 0.0903 ms 88.8% triton_mm_2891 0.0915 ms 87.6% triton_mm_2894 0.0918 ms 87.3% triton_mm_2895 0.0997 ms 80.4% triton_mm_2890 0.1030 ms 77.8% triton_mm_2896 0.1031 ms 77.7% triton_mm_2892 0.1048 ms 76.5% triton_mm_2888 0.1064 ms 75.3% triton_mm_2889 0.1096 ms 73.2% SingleProcess AUTOTUNE benchmarking takes 2.4155 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x1536) mm 0.0722 ms 100.0% triton_mm_2876 0.0762 ms 94.8% triton_mm_2875 0.0763 ms 94.7% triton_mm_2877 0.0795 ms 90.9% triton_mm_2868 0.0885 ms 81.6% triton_mm_2870 0.0893 ms 80.9% triton_mm_2872 0.0893 ms 80.8% triton_mm_2869 0.0938 ms 77.0% triton_mm_2873 0.0982 ms 73.5% triton_mm_2871 0.1036 ms 69.7% SingleProcess AUTOTUNE benchmarking takes 2.4244 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x12, 12x1536) triton_mm_2964 0.0236 ms 100.0% triton_mm_2959 0.0237 ms 99.2% triton_mm_2958 0.0243 ms 97.1% triton_mm_2960 0.0244 ms 96.6% triton_mm_2962 0.0244 ms 96.6% triton_mm_2957 0.0249 ms 94.7% triton_mm_2963 0.0253 ms 93.2% triton_mm_2961 0.0253 ms 92.9% triton_mm_2965 0.0259 ms 91.1% triton_mm_2966 0.0262 ms 90.0% SingleProcess AUTOTUNE benchmarking takes 2.0133 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x6144) mm 0.2791 ms 100.0% triton_mm_3003 0.2860 ms 97.6% triton_mm_3004 0.2960 ms 94.3% triton_mm_3005 0.3101 ms 90.0% triton_mm_2998 0.3431 ms 81.3% triton_mm_3000 0.3503 ms 79.7% triton_mm_2996 0.3521 ms 79.3% triton_mm_2999 0.3720 ms 75.0% triton_mm_3001 0.3734 ms 74.7% triton_mm_2997 0.3812 ms 73.2% SingleProcess AUTOTUNE benchmarking takes 2.5460 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x9216, 9216x1536) triton_mm_2943 0.0390 ms 100.0% mm 0.0395 ms 98.8% triton_mm_2939 0.0418 ms 93.4% triton_mm_2947 0.0470 ms 82.9% triton_mm_2951 0.0564 ms 69.1% triton_mm_2938 0.0708 ms 55.1% triton_mm_2937 0.0721 ms 54.1% triton_mm_2942 0.0775 ms 50.3% triton_mm_2946 0.0826 ms 47.2% triton_mm_2936 0.0862 ms 45.2% SingleProcess AUTOTUNE benchmarking takes 2.1264 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x6144) triton_mm_2984 0.2751 ms 100.0% triton_mm_2985 0.2855 ms 96.4% mm 0.3045 ms 90.4% triton_mm_2986 0.3070 ms 89.6% triton_mm_2979 0.3432 ms 80.2% triton_mm_2977 0.3475 ms 79.2% triton_mm_2981 0.3507 ms 78.5% triton_mm_2978 0.3652 ms 75.3% triton_mm_2982 0.3748 ms 73.4% triton_mm_2980 0.3937 ms 69.9% SingleProcess AUTOTUNE benchmarking takes 2.5413 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x6144, 6144x1536) triton_mm_3022 0.2732 ms 100.0% triton_mm_3023 0.2745 ms 99.5% triton_mm_3024 0.2787 ms 98.0% mm 0.2791 ms 97.9% triton_mm_3015 0.3327 ms 82.1% triton_mm_3017 0.3332 ms 82.0% triton_mm_3019 0.3377 ms 80.9% triton_mm_3018 0.3609 ms 75.7% triton_mm_3016 0.3638 ms 75.1% triton_mm_3020 0.3724 ms 73.4% SingleProcess AUTOTUNE benchmarking takes 2.5509 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x3432, 3432x1536) triton_mm_3117 0.1939 ms 100.0% triton_mm_3118 0.2032 ms 95.4% triton_mm_3119 0.2120 ms 91.5% mm 0.2175 ms 89.1% triton_mm_3112 0.2565 ms 75.6% triton_mm_3110 0.2588 ms 74.9% triton_mm_3114 0.2618 ms 74.1% triton_mm_3113 0.2717 ms 71.3% triton_mm_3111 0.2748 ms 70.6% triton_mm_3115 0.2750 ms 70.5% SingleProcess AUTOTUNE benchmarking takes 2.5059 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x1536) mm 0.0808 ms 100.0% triton_mm_3072 0.0912 ms 88.6% triton_mm_3076 0.0916 ms 88.2% triton_mm_3079 0.0927 ms 87.2% triton_mm_3080 0.1007 ms 80.3% triton_mm_3075 0.1030 ms 78.5% triton_mm_3081 0.1033 ms 78.3% triton_mm_3077 0.1048 ms 77.1% triton_mm_3073 0.1057 ms 76.5% triton_mm_3074 0.1092 ms 74.0% SingleProcess AUTOTUNE benchmarking takes 2.4213 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x1536) mm 0.0720 ms 100.0% triton_mm_3061 0.0762 ms 94.4% triton_mm_3060 0.0764 ms 94.1% triton_mm_3062 0.0797 ms 90.2% triton_mm_3057 0.0894 ms 80.5% triton_mm_3053 0.0894 ms 80.5% triton_mm_3055 0.0895 ms 80.4% triton_mm_3054 0.0930 ms 77.4% triton_mm_3058 0.0985 ms 73.1% triton_mm_3056 0.1038 ms 69.3% SingleProcess AUTOTUNE benchmarking takes 2.4207 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x9216, 9216x1536) triton_mm_3128 0.0389 ms 100.0% mm 0.0394 ms 98.9% triton_mm_3124 0.0418 ms 93.1% triton_mm_3132 0.0471 ms 82.7% triton_mm_3136 0.0577 ms 67.5% triton_mm_3123 0.0708 ms 55.0% triton_mm_3122 0.0721 ms 54.0% triton_mm_3127 0.0775 ms 50.2% triton_mm_3131 0.0817 ms 47.6% triton_mm_3121 0.0854 ms 45.6% SingleProcess AUTOTUNE benchmarking takes 2.1409 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x6144) triton_mm_3169 0.2750 ms 100.0% triton_mm_3170 0.2860 ms 96.1% mm 0.3034 ms 90.7% triton_mm_3171 0.3063 ms 89.8% triton_mm_3164 0.3427 ms 80.2% triton_mm_3162 0.3471 ms 79.2% triton_mm_3166 0.3506 ms 78.4% triton_mm_3163 0.3641 ms 75.5% triton_mm_3167 0.3734 ms 73.6% triton_mm_3165 0.3921 ms 70.1% SingleProcess AUTOTUNE benchmarking takes 2.5464 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x6144, 6144x1536) triton_mm_3207 0.2723 ms 100.0% triton_mm_3208 0.2753 ms 98.9% triton_mm_3209 0.2767 ms 98.4% mm 0.2788 ms 97.7% triton_mm_3200 0.3347 ms 81.4% triton_mm_3202 0.3357 ms 81.1% triton_mm_3204 0.3376 ms 80.7% triton_mm_3203 0.3585 ms 76.0% triton_mm_3201 0.3659 ms 74.4% triton_mm_3205 0.3734 ms 72.9% SingleProcess AUTOTUNE benchmarking takes 2.5450 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x6144) triton_mm_3354 0.2745 ms 100.0% triton_mm_3355 0.2864 ms 95.9% mm 0.3030 ms 90.6% triton_mm_3356 0.3047 ms 90.1% triton_mm_3349 0.3414 ms 80.4% triton_mm_3347 0.3446 ms 79.7% triton_mm_3351 0.3492 ms 78.6% triton_mm_3348 0.3641 ms 75.4% triton_mm_3352 0.3732 ms 73.5% triton_mm_3350 0.3911 ms 70.2% SingleProcess AUTOTUNE benchmarking takes 2.5474 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x6144, 6144x1536) triton_mm_3392 0.2719 ms 100.0% triton_mm_3393 0.2744 ms 99.1% triton_mm_3394 0.2772 ms 98.1% mm 0.2782 ms 97.7% triton_mm_3387 0.3322 ms 81.8% triton_mm_3385 0.3323 ms 81.8% triton_mm_3389 0.3377 ms 80.5% triton_mm_3388 0.3597 ms 75.6% triton_mm_3386 0.3633 ms 74.8% triton_mm_3390 0.3710 ms 73.3% SingleProcess AUTOTUNE benchmarking takes 2.5504 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x6144) triton_mm_3539 0.2737 ms 100.0% triton_mm_3540 0.2862 ms 95.6% mm 0.3036 ms 90.2% triton_mm_3541 0.3057 ms 89.5% triton_mm_3534 0.3422 ms 80.0% triton_mm_3532 0.3453 ms 79.3% triton_mm_3536 0.3493 ms 78.4% triton_mm_3533 0.3630 ms 75.4% triton_mm_3537 0.3725 ms 73.5% triton_mm_3535 0.3918 ms 69.9% SingleProcess AUTOTUNE benchmarking takes 2.5564 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x6144, 6144x1536) triton_mm_3577 0.2721 ms 100.0% triton_mm_3578 0.2746 ms 99.1% triton_mm_3579 0.2780 ms 97.9% mm 0.2791 ms 97.5% triton_mm_3570 0.3329 ms 81.8% triton_mm_3572 0.3332 ms 81.7% triton_mm_3574 0.3379 ms 80.5% triton_mm_3573 0.3578 ms 76.1% triton_mm_3571 0.3639 ms 74.8% triton_mm_3575 0.3717 ms 73.2% SingleProcess AUTOTUNE benchmarking takes 2.5567 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x6144) triton_mm_3724 0.2728 ms 100.0% triton_mm_3725 0.2842 ms 96.0% mm 0.3036 ms 89.8% triton_mm_3726 0.3079 ms 88.6% triton_mm_3719 0.3418 ms 79.8% triton_mm_3717 0.3448 ms 79.1% triton_mm_3721 0.3490 ms 78.2% triton_mm_3718 0.3664 ms 74.4% triton_mm_3722 0.3736 ms 73.0% triton_mm_3720 0.3910 ms 69.8% SingleProcess AUTOTUNE benchmarking takes 2.5395 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x6144, 6144x1536) triton_mm_3762 0.2710 ms 100.0% triton_mm_3763 0.2740 ms 98.9% triton_mm_3764 0.2763 ms 98.1% mm 0.2790 ms 97.1% triton_mm_3755 0.3318 ms 81.7% triton_mm_3757 0.3344 ms 81.0% triton_mm_3759 0.3358 ms 80.7% triton_mm_3758 0.3568 ms 75.9% triton_mm_3756 0.3643 ms 74.4% triton_mm_3760 0.3706 ms 73.1% SingleProcess AUTOTUNE benchmarking takes 2.5498 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x6144) triton_mm_3909 0.2730 ms 100.0% triton_mm_3910 0.2839 ms 96.2% mm 0.3034 ms 90.0% triton_mm_3911 0.3047 ms 89.6% triton_mm_3904 0.3399 ms 80.3% triton_mm_3902 0.3456 ms 79.0% triton_mm_3906 0.3488 ms 78.3% triton_mm_3903 0.3640 ms 75.0% triton_mm_3907 0.3720 ms 73.4% triton_mm_3905 0.3893 ms 70.1% SingleProcess AUTOTUNE benchmarking takes 2.5462 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x6144, 6144x1536) triton_mm_3947 0.2712 ms 100.0% triton_mm_3948 0.2730 ms 99.4% triton_mm_3949 0.2761 ms 98.2% mm 0.2792 ms 97.1% triton_mm_3942 0.3318 ms 81.7% triton_mm_3940 0.3324 ms 81.6% triton_mm_3944 0.3376 ms 80.3% triton_mm_3943 0.3582 ms 75.7% triton_mm_3941 0.3639 ms 74.5% triton_mm_3945 0.3708 ms 73.1% SingleProcess AUTOTUNE benchmarking takes 2.5515 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x2048, 2048x2048) triton_mm_5797 0.1203 ms 100.0% triton_mm_5798 0.1252 ms 96.1% triton_mm_5799 0.1317 ms 91.3% mm 0.1387 ms 86.7% triton_mm_5794 0.1488 ms 80.8% triton_mm_5790 0.1519 ms 79.2% triton_mm_5792 0.1532 ms 78.5% triton_mm_5791 0.1655 ms 72.7% triton_mm_5793 0.1675 ms 71.8% triton_mm_5795 0.1680 ms 71.6% SingleProcess AUTOTUNE benchmarking takes 2.5616 seconds and 0.0000 seconds precompiling AUTOTUNE mm(2048x3432, 3432x2048) mm 0.1275 ms 100.0% triton_mm_5816 0.1445 ms 88.2% triton_mm_5817 0.1493 ms 85.4% triton_mm_5818 0.1531 ms 83.2% triton_mm_5809 0.1629 ms 78.2% triton_mm_5813 0.1637 ms 77.9% triton_mm_5811 0.1665 ms 76.6% triton_mm_5812 0.1681 ms 75.8% triton_mm_5814 0.1687 ms 75.5% triton_mm_5810 0.1723 ms 74.0% SingleProcess AUTOTUNE benchmarking takes 2.5785 seconds and 0.0000 seconds precompiling AUTOTUNE mm(2048x3432, 3432x1536) triton_mm_5854 0.0934 ms 100.0% mm 0.0945 ms 98.8% triton_mm_5855 0.1014 ms 92.1% triton_mm_5856 0.1036 ms 90.1% triton_mm_5850 0.1321 ms 70.7% triton_mm_5852 0.1344 ms 69.5% triton_mm_5848 0.1378 ms 67.8% triton_mm_5849 0.1386 ms 67.4% triton_mm_5851 0.1388 ms 67.3% triton_mm_5847 0.1404 ms 66.6% SingleProcess AUTOTUNE benchmarking takes 9.5220 seconds and 0.0000 seconds precompiling AUTOTUNE mm(768x3432, 3432x2048) triton_mm_5780 0.0548 ms 100.0% mm 0.0551 ms 99.3% triton_mm_5779 0.0610 ms 89.7% triton_mm_5773 0.0642 ms 85.3% triton_mm_5771 0.0685 ms 80.0% triton_mm_5778 0.0688 ms 79.5% triton_mm_5775 0.0705 ms 77.7% triton_mm_5774 0.0710 ms 77.1% triton_mm_5776 0.0712 ms 76.9% triton_mm_5772 0.0727 ms 75.3% SingleProcess AUTOTUNE benchmarking takes 2.4708 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x2048, 2048x1536) mm 0.0912 ms 100.0% triton_mm_5835 0.0951 ms 95.9% triton_mm_5836 0.0968 ms 94.2% triton_mm_5837 0.1000 ms 91.1% triton_mm_5830 0.1119 ms 81.5% triton_mm_5832 0.1130 ms 80.7% triton_mm_5828 0.1146 ms 79.6% triton_mm_5829 0.1248 ms 73.1% triton_mm_5831 0.1267 ms 71.9% triton_mm_5833 0.1273 ms 71.6% SingleProcess AUTOTUNE benchmarking takes 9.9612 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3420, 3420x28) mm 0.0283 ms 100.0% triton_mm_6969 0.0331 ms 85.5% triton_mm_6970 0.0391 ms 72.4% triton_mm_6968 0.0393 ms 72.0% triton_mm_6977 0.0395 ms 71.6% triton_mm_6974 0.0409 ms 69.1% triton_mm_6978 0.0411 ms 68.8% triton_mm_6971 0.0423 ms 66.9% triton_mm_6982 0.0442 ms 64.1% triton_mm_6976 0.0444 ms 63.6% SingleProcess AUTOTUNE benchmarking takes 6.8316 seconds and 0.0000 seconds precompiling /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2198: UserWarning: Overwriting vit_tiny_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2207: UserWarning: Overwriting vit_tiny_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2216: UserWarning: Overwriting vit_small_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2225: UserWarning: Overwriting vit_small_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2234: UserWarning: Overwriting vit_small_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2243: UserWarning: Overwriting vit_small_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2252: UserWarning: Overwriting vit_small_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2261: UserWarning: Overwriting vit_base_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2271: UserWarning: Overwriting vit_base_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2281: UserWarning: Overwriting vit_base_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2291: UserWarning: Overwriting vit_base_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2301: UserWarning: Overwriting vit_base_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2311: UserWarning: Overwriting vit_large_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2320: UserWarning: Overwriting vit_large_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2330: UserWarning: Overwriting vit_large_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2340: UserWarning: Overwriting vit_large_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2350: UserWarning: Overwriting vit_large_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2359: UserWarning: Overwriting vit_huge_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2368: UserWarning: Overwriting vit_giant_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2377: UserWarning: Overwriting vit_gigantic_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2387: UserWarning: Overwriting vit_base_patch16_224_miil in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224_miil. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224_miil(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2398: UserWarning: Overwriting vit_medium_patch16_gap_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2410: UserWarning: Overwriting vit_medium_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2422: UserWarning: Overwriting vit_medium_patch16_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2434: UserWarning: Overwriting vit_betwixt_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2446: UserWarning: Overwriting vit_base_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2457: UserWarning: Overwriting vit_huge_patch14_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2468: UserWarning: Overwriting vit_huge_patch16_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch16_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch16_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2479: UserWarning: Overwriting vit_giant_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2491: UserWarning: Overwriting vit_xsmall_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_xsmall_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_xsmall_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2500: UserWarning: Overwriting vit_medium_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2510: UserWarning: Overwriting vit_medium_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2519: UserWarning: Overwriting vit_betwixt_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2529: UserWarning: Overwriting vit_base_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2540: UserWarning: Overwriting vit_base_patch32_clip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2551: UserWarning: Overwriting vit_base_patch32_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2562: UserWarning: Overwriting vit_base_patch32_clip_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2573: UserWarning: Overwriting vit_base_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2583: UserWarning: Overwriting vit_base_patch16_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2593: UserWarning: Overwriting vit_large_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2603: UserWarning: Overwriting vit_large_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2613: UserWarning: Overwriting vit_huge_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2623: UserWarning: Overwriting vit_huge_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2633: UserWarning: Overwriting vit_huge_patch14_clip_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2643: UserWarning: Overwriting vit_giant_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2656: UserWarning: Overwriting vit_gigantic_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2669: UserWarning: Overwriting vit_base_patch32_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2681: UserWarning: Overwriting vit_base_patch16_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2693: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2705: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2717: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2729: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2743: UserWarning: Overwriting vit_base_patch32_plus_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_plus_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_plus_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2753: UserWarning: Overwriting vit_base_patch16_plus_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_plus_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_plus_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2763: UserWarning: Overwriting vit_base_patch16_rpn_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_rpn_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_rpn_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2775: UserWarning: Overwriting vit_small_patch16_36x1_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_36x1_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_36x1_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2787: UserWarning: Overwriting vit_small_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2800: UserWarning: Overwriting vit_base_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2812: UserWarning: Overwriting eva_large_patch14_196 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_196. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_196(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2821: UserWarning: Overwriting eva_large_patch14_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2829: UserWarning: Overwriting flexivit_small in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_small. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_small(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2838: UserWarning: Overwriting flexivit_base in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_base. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_base(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2847: UserWarning: Overwriting flexivit_large in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_large. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_large(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2856: UserWarning: Overwriting vit_base_patch16_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2869: UserWarning: Overwriting vit_large_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2882: UserWarning: Overwriting vit_huge_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2895: UserWarning: Overwriting vit_small_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2905: UserWarning: Overwriting vit_base_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2915: UserWarning: Overwriting vit_large_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2925: UserWarning: Overwriting vit_giant_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2942: UserWarning: Overwriting vit_small_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2955: UserWarning: Overwriting vit_base_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2968: UserWarning: Overwriting vit_large_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2981: UserWarning: Overwriting vit_giant_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2998: UserWarning: Overwriting vit_base_patch16_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3008: UserWarning: Overwriting vit_base_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3018: UserWarning: Overwriting vit_base_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3028: UserWarning: Overwriting vit_base_patch16_siglip_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3038: UserWarning: Overwriting vit_large_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3048: UserWarning: Overwriting vit_large_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3058: UserWarning: Overwriting vit_so400m_patch14_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3068: UserWarning: Overwriting vit_so400m_patch14_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3078: UserWarning: Overwriting vit_base_patch16_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3089: UserWarning: Overwriting vit_base_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3100: UserWarning: Overwriting vit_base_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3111: UserWarning: Overwriting vit_base_patch16_siglip_gap_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3122: UserWarning: Overwriting vit_large_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3133: UserWarning: Overwriting vit_large_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3144: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3156: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3168: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3180: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_896 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_896. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_896(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3192: UserWarning: Overwriting vit_wee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_wee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_wee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3203: UserWarning: Overwriting vit_pwee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_pwee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_pwee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3214: UserWarning: Overwriting vit_little_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3225: UserWarning: Overwriting vit_little_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3236: UserWarning: Overwriting vit_medium_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3247: UserWarning: Overwriting vit_medium_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3258: UserWarning: Overwriting vit_mediumd_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_mediumd_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_mediumd_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3269: UserWarning: Overwriting vit_betwixt_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3280: UserWarning: Overwriting vit_betwixt_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3291: UserWarning: Overwriting vit_base_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3302: UserWarning: Overwriting vit_so150m_patch16_reg4_map_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_map_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_map_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3313: UserWarning: Overwriting vit_so150m_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/train.py:99: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature. checkpoint = torch.load(vae_ckpt, map_location="cpu") /home/user/VAR/utils/amp_sc.py:27: FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead. self.scaler = torch.cuda.amp.GradScaler(init_scale=2. ** 11, growth_interval=1000) if self.using_fp16_rather_bf16 else None # only fp16 needs a scaler /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(3420x28, 28x1536) triton_mm_7 0.0218 ms 100.0% triton_mm_4 0.0219 ms 99.4% triton_mm_6 0.0219 ms 99.4% triton_mm_12 0.0225 ms 96.9% triton_mm_3 0.0227 ms 96.1% triton_mm_8 0.0227 ms 96.1% triton_mm_2 0.0228 ms 95.8% triton_mm_13 0.0228 ms 95.8% triton_mm_9 0.0228 ms 95.4% triton_mm_11 0.0228 ms 95.4% SingleProcess AUTOTUNE benchmarking takes 2.0256 seconds and 0.0139 seconds precompiling AUTOTUNE addmm(12x9216, 12x1536, 1536x9216) triton_mm_29 0.0345 ms 100.0% triton_mm_33 0.0349 ms 98.9% triton_mm_21 0.0349 ms 98.8% triton_mm_24 0.0357 ms 96.6% triton_mm_28 0.0359 ms 96.2% triton_mm_25 0.0363 ms 95.1% triton_mm_18 0.0364 ms 94.9% bias_addmm 0.0379 ms 91.0% triton_mm_20 0.0393 ms 87.8% triton_mm_19 0.0397 ms 86.9% SingleProcess AUTOTUNE benchmarking takes 2.1734 seconds and 0.0008 seconds precompiling AUTOTUNE addmm(3432x4608, 3432x1536, 1536x4608) triton_mm_51 0.2114 ms 100.0% triton_mm_50 0.2142 ms 98.7% triton_mm_52 0.2335 ms 90.5% triton_mm_45 0.2554 ms 82.7% triton_mm_43 0.2651 ms 79.7% triton_mm_47 0.2669 ms 79.2% bias_addmm 0.2679 ms 78.9% triton_mm_44 0.2905 ms 72.8% addmm 0.2975 ms 71.0% triton_mm_48 0.2986 ms 70.8% SingleProcess AUTOTUNE benchmarking takes 2.5922 seconds and 0.0102 seconds precompiling AUTOTUNE addmm(3432x1536, 3432x1536, 1536x1536) triton_mm_70 0.0765 ms 100.0% triton_mm_69 0.0801 ms 95.5% triton_mm_71 0.0829 ms 92.3% bias_addmm 0.0849 ms 90.1% addmm 0.0912 ms 83.8% triton_mm_64 0.0918 ms 83.3% triton_mm_66 0.0935 ms 81.8% triton_mm_62 0.0940 ms 81.3% triton_mm_63 0.1023 ms 74.8% triton_mm_67 0.1057 ms 72.4% SingleProcess AUTOTUNE benchmarking takes 2.5121 seconds and 0.0010 seconds precompiling AUTOTUNE addmm(3432x6144, 3432x1536, 1536x6144) triton_mm_89 0.2822 ms 100.0% triton_mm_88 0.2862 ms 98.6% triton_mm_90 0.3124 ms 90.3% triton_mm_83 0.3411 ms 82.7% bias_addmm 0.3488 ms 80.9% triton_mm_85 0.3554 ms 79.4% triton_mm_81 0.3592 ms 78.6% triton_mm_82 0.3954 ms 71.4% triton_mm_86 0.3961 ms 71.2% triton_mm_84 0.4035 ms 69.9% SingleProcess AUTOTUNE benchmarking takes 2.6571 seconds and 0.8114 seconds precompiling AUTOTUNE addmm(3432x1536, 3432x6144, 6144x1536) triton_mm_108 0.2666 ms 100.0% triton_mm_109 0.2760 ms 96.6% triton_mm_107 0.2836 ms 94.0% addmm 0.2880 ms 92.6% bias_addmm 0.3134 ms 85.1% triton_mm_102 0.3299 ms 80.8% triton_mm_100 0.3399 ms 78.4% triton_mm_104 0.3436 ms 77.6% triton_mm_103 0.3483 ms 76.6% triton_mm_105 0.3791 ms 70.3% SingleProcess AUTOTUNE benchmarking takes 2.6761 seconds and 0.2957 seconds precompiling AUTOTUNE addmm(12x9216, 12x1536, 1536x9216) triton_mm_122 0.0345 ms 100.0% triton_mm_126 0.0349 ms 98.9% triton_mm_114 0.0357 ms 96.6% triton_mm_121 0.0358 ms 96.3% triton_mm_111 0.0364 ms 95.0% triton_mm_118 0.0364 ms 94.7% triton_mm_117 0.0367 ms 94.1% bias_addmm 0.0373 ms 92.5% triton_mm_113 0.0394 ms 87.7% triton_mm_112 0.0400 ms 86.4% SingleProcess AUTOTUNE benchmarking takes 2.2010 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(3432x1536, 3432x6144, 6144x1536) triton_mm_201 0.2665 ms 100.0% triton_mm_202 0.2764 ms 96.4% triton_mm_200 0.2837 ms 93.9% bias_addmm 0.3125 ms 85.3% triton_mm_195 0.3311 ms 80.5% addmm 0.3347 ms 79.6% triton_mm_193 0.3413 ms 78.1% triton_mm_197 0.3431 ms 77.7% triton_mm_196 0.3486 ms 76.4% triton_mm_198 0.3792 ms 70.3% SingleProcess AUTOTUNE benchmarking takes 2.6438 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(12x9216, 12x1536, 1536x9216) triton_mm_219 0.0349 ms 100.0% triton_mm_207 0.0350 ms 99.9% triton_mm_215 0.0353 ms 98.9% triton_mm_211 0.0356 ms 98.2% triton_mm_210 0.0367 ms 95.1% triton_mm_204 0.0368 ms 94.9% triton_mm_214 0.0370 ms 94.4% bias_addmm 0.0388 ms 90.2% triton_mm_206 0.0392 ms 89.2% triton_mm_205 0.0400 ms 87.4% SingleProcess AUTOTUNE benchmarking takes 2.1981 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(12x9216, 12x1536, 1536x9216) triton_mm_308 0.0346 ms 100.0% triton_mm_300 0.0350 ms 98.8% triton_mm_304 0.0356 ms 97.0% triton_mm_312 0.0357 ms 96.9% triton_mm_307 0.0358 ms 96.5% triton_mm_303 0.0368 ms 93.8% triton_mm_297 0.0370 ms 93.3% bias_addmm 0.0390 ms 88.7% triton_mm_299 0.0399 ms 86.7% triton_mm_298 0.0400 ms 86.4% SingleProcess AUTOTUNE benchmarking takes 2.2003 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(12x9216, 12x1536, 1536x9216) triton_mm_405 0.0349 ms 100.0% triton_mm_401 0.0354 ms 98.7% triton_mm_397 0.0356 ms 98.1% triton_mm_393 0.0357 ms 97.8% triton_mm_390 0.0364 ms 95.9% triton_mm_396 0.0368 ms 95.0% triton_mm_400 0.0370 ms 94.5% bias_addmm 0.0392 ms 89.0% triton_mm_391 0.0394 ms 88.5% triton_mm_392 0.0398 ms 87.8% SingleProcess AUTOTUNE benchmarking takes 2.2033 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(12x9216, 12x1536, 1536x9216) triton_mm_486 0.0350 ms 100.0% triton_mm_494 0.0353 ms 99.2% triton_mm_498 0.0355 ms 98.6% triton_mm_493 0.0359 ms 97.5% triton_mm_490 0.0363 ms 96.4% triton_mm_489 0.0366 ms 95.5% triton_mm_483 0.0370 ms 94.6% bias_addmm 0.0391 ms 89.4% triton_mm_485 0.0397 ms 88.0% triton_mm_484 0.0399 ms 87.6% SingleProcess AUTOTUNE benchmarking takes 2.1701 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(3432x2048, 3432x1536, 1536x2048) triton_mm_592 0.0966 ms 100.0% triton_mm_591 0.0974 ms 99.2% triton_mm_593 0.1068 ms 90.5% triton_mm_586 0.1176 ms 82.2% triton_mm_588 0.1205 ms 80.2% triton_mm_584 0.1217 ms 79.4% bias_addmm 0.1307 ms 73.9% triton_mm_585 0.1333 ms 72.5% triton_mm_589 0.1357 ms 71.2% addmm 0.1417 ms 68.2% SingleProcess AUTOTUNE benchmarking takes 2.5535 seconds and 0.0520 seconds precompiling AUTOTUNE addmm(3432x2048, 3432x2048, 2048x2048) triton_mm_611 0.1216 ms 100.0% triton_mm_610 0.1250 ms 97.3% triton_mm_612 0.1330 ms 91.5% bias_addmm 0.1354 ms 89.8% triton_mm_607 0.1520 ms 80.0% triton_mm_605 0.1541 ms 78.9% triton_mm_603 0.1542 ms 78.9% addmm 0.1552 ms 78.4% triton_mm_606 0.1725 ms 70.5% triton_mm_608 0.1753 ms 69.4% SingleProcess AUTOTUNE benchmarking takes 2.6779 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x2048, 2048x768) mm 0.0582 ms 100.0% triton_mm_626 0.0605 ms 96.2% triton_mm_624 0.0607 ms 95.9% triton_mm_622 0.0620 ms 93.9% triton_mm_629 0.0629 ms 92.5% triton_mm_630 0.0631 ms 92.2% triton_mm_631 0.0678 ms 85.8% triton_mm_625 0.0685 ms 84.9% triton_mm_627 0.0723 ms 80.5% triton_mm_623 0.0723 ms 80.5% SingleProcess AUTOTUNE benchmarking takes 2.4849 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(12x9216, 12x1536, 1536x9216) triton_mm_636 0.0349 ms 100.0% triton_mm_648 0.0349 ms 100.0% triton_mm_644 0.0352 ms 99.3% triton_mm_640 0.0363 ms 96.2% triton_mm_639 0.0367 ms 95.3% triton_mm_633 0.0367 ms 95.1% triton_mm_643 0.0369 ms 94.6% bias_addmm 0.0380 ms 92.1% triton_mm_634 0.0392 ms 89.1% triton_mm_635 0.0397 ms 87.9% SingleProcess AUTOTUNE benchmarking takes 2.2084 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(12x9216, 12x1536, 1536x9216) triton_mm_830 0.0352 ms 100.0% triton_mm_834 0.0355 ms 99.3% triton_mm_822 0.0356 ms 98.8% triton_mm_825 0.0356 ms 98.7% triton_mm_826 0.0364 ms 96.8% triton_mm_819 0.0368 ms 95.6% triton_mm_829 0.0368 ms 95.6% bias_addmm 0.0390 ms 90.2% triton_mm_821 0.0392 ms 89.7% triton_mm_820 0.0400 ms 88.1% SingleProcess AUTOTUNE benchmarking takes 2.2020 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x1536, 1536x3072) triton_mm_2318 0.0169 ms 100.0% triton_mm_2310 0.0175 ms 96.4% triton_mm_2314 0.0176 ms 96.1% triton_mm_2322 0.0192 ms 87.8% mm 0.0211 ms 79.9% triton_mm_2308 0.0217 ms 77.8% triton_mm_2313 0.0221 ms 76.3% triton_mm_2309 0.0222 ms 76.0% triton_mm_2307 0.0231 ms 73.1% triton_mm_2317 0.0233 ms 72.6% SingleProcess AUTOTUNE benchmarking takes 7.2814 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(3432x32768, 3432x1536, 1536x32768) bias_addmm 1.4884 ms 100.0% triton_mm_2340 1.5185 ms 98.0% triton_mm_2339 1.5414 ms 96.6% triton_mm_2341 1.6764 ms 88.8% triton_mm_2334 1.8327 ms 81.2% addmm 1.8871 ms 78.9% triton_mm_2336 1.8967 ms 78.5% triton_mm_2332 1.9571 ms 76.1% triton_mm_2335 2.1340 ms 69.7% triton_mm_2333 2.1488 ms 69.3% SingleProcess AUTOTUNE benchmarking takes 12.4708 seconds and 0.0000 seconds precompiling /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(32768x3432, 3432x1536) triton_mm_2377 1.3953 ms 100.0% triton_mm_2378 1.4418 ms 96.8% triton_mm_2379 1.5372 ms 90.8% mm 1.5646 ms 89.2% triton_mm_2372 1.7689 ms 78.9% triton_mm_2370 1.7740 ms 78.7% triton_mm_2374 1.8470 ms 75.5% triton_mm_2373 1.9073 ms 73.2% triton_mm_2375 1.9428 ms 71.8% triton_mm_2371 1.9636 ms 71.1% SingleProcess AUTOTUNE benchmarking takes 9.7345 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x6144) mm 0.2800 ms 100.0% triton_mm_2448 0.2828 ms 99.0% triton_mm_2449 0.2925 ms 95.7% triton_mm_2450 0.3054 ms 91.7% triton_mm_2443 0.3380 ms 82.8% triton_mm_2445 0.3443 ms 81.3% triton_mm_2441 0.3445 ms 81.3% triton_mm_2444 0.3661 ms 76.5% triton_mm_2446 0.3680 ms 76.1% triton_mm_2442 0.3765 ms 74.4% SingleProcess AUTOTUNE benchmarking takes 9.7374 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3072x12, 12x1536) triton_mm_2402 0.0132 ms 100.0% triton_mm_2403 0.0135 ms 97.4% triton_mm_2408 0.0137 ms 96.3% triton_mm_2405 0.0140 ms 94.1% triton_mm_2404 0.0144 ms 91.5% triton_mm_2411 0.0145 ms 90.9% triton_mm_2401 0.0145 ms 90.7% triton_mm_2409 0.0146 ms 90.1% triton_mm_2407 0.0146 ms 90.1% triton_mm_2410 0.0147 ms 89.5% SingleProcess AUTOTUNE benchmarking takes 5.1982 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x3072, 3072x1536) triton_mm_2388 0.0191 ms 100.0% triton_mm_2384 0.0193 ms 98.8% mm 0.0220 ms 86.6% triton_mm_2392 0.0237 ms 80.6% triton_mm_2396 0.0249 ms 76.7% triton_mm_2383 0.0287 ms 66.6% triton_mm_2382 0.0292 ms 65.4% triton_mm_2387 0.0296 ms 64.5% triton_mm_2391 0.0316 ms 60.5% triton_mm_2381 0.0339 ms 56.4% SingleProcess AUTOTUNE benchmarking takes 2.1048 seconds and 0.0009 seconds precompiling AUTOTUNE mm(3432x32768, 32768x1536) mm 1.3560 ms 100.0% triton_mm_2358 1.4430 ms 94.0% triton_mm_2359 1.4442 ms 93.9% triton_mm_2360 1.4636 ms 92.7% triton_mm_2354 1.8326 ms 74.0% triton_mm_2351 1.8364 ms 73.8% triton_mm_2353 1.8550 ms 73.1% triton_mm_2355 1.9386 ms 69.9% triton_mm_2352 1.9724 ms 68.8% triton_mm_2356 2.0002 ms 67.8% SingleProcess AUTOTUNE benchmarking takes 2.8220 seconds and 0.0010 seconds precompiling AUTOTUNE mm(3432x1536, 1536x6144) triton_mm_2429 0.2701 ms 100.0% triton_mm_2430 0.2821 ms 95.7% triton_mm_2431 0.3028 ms 89.2% mm 0.3035 ms 89.0% triton_mm_2424 0.3378 ms 80.0% triton_mm_2422 0.3428 ms 78.8% triton_mm_2426 0.3449 ms 78.3% triton_mm_2423 0.3603 ms 75.0% triton_mm_2427 0.3687 ms 73.3% triton_mm_2425 0.4602 ms 58.7% SingleProcess AUTOTUNE benchmarking takes 10.6062 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x3432, 3432x1536) triton_mm_2486 0.2782 ms 100.0% mm 0.2799 ms 99.4% triton_mm_2487 0.2910 ms 95.6% triton_mm_2488 0.3063 ms 90.8% triton_mm_2481 0.3305 ms 84.2% triton_mm_2479 0.3398 ms 81.9% triton_mm_2483 0.3434 ms 81.0% triton_mm_2482 0.3604 ms 77.2% triton_mm_2484 0.3694 ms 75.3% triton_mm_2480 0.3720 ms 74.8% SingleProcess AUTOTUNE benchmarking takes 9.6009 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x6144, 6144x1536) triton_mm_2467 0.2696 ms 100.0% triton_mm_2468 0.2713 ms 99.4% triton_mm_2469 0.2738 ms 98.4% mm 0.2797 ms 96.4% triton_mm_2460 0.3292 ms 81.9% triton_mm_2462 0.3308 ms 81.5% triton_mm_2464 0.3333 ms 80.9% triton_mm_2463 0.3544 ms 76.1% triton_mm_2461 0.3616 ms 74.5% triton_mm_2465 0.3692 ms 73.0% SingleProcess AUTOTUNE benchmarking takes 9.4778 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x3432, 3432x1536) mm 0.1864 ms 100.0% triton_mm_2562 0.1917 ms 97.2% triton_mm_2563 0.2006 ms 92.9% triton_mm_2564 0.2101 ms 88.7% triton_mm_2557 0.2527 ms 73.8% triton_mm_2555 0.2549 ms 73.1% triton_mm_2559 0.2579 ms 72.3% triton_mm_2558 0.2676 ms 69.7% triton_mm_2560 0.2708 ms 68.8% triton_mm_2556 0.2728 ms 68.3% SingleProcess AUTOTUNE benchmarking takes 9.6504 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x4608, 4608x1536) triton_mm_2543 0.2045 ms 100.0% triton_mm_2544 0.2053 ms 99.6% triton_mm_2545 0.2072 ms 98.7% mm 0.2297 ms 89.0% triton_mm_2538 0.2471 ms 82.8% triton_mm_2536 0.2477 ms 82.5% triton_mm_2540 0.2524 ms 81.0% triton_mm_2539 0.2660 ms 76.9% triton_mm_2537 0.2717 ms 75.3% triton_mm_2541 0.2780 ms 73.6% SingleProcess AUTOTUNE benchmarking takes 9.4768 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x1536) mm 0.0792 ms 100.0% triton_mm_2517 0.0897 ms 88.3% triton_mm_2521 0.0913 ms 86.7% triton_mm_2524 0.0931 ms 85.1% triton_mm_2525 0.1007 ms 78.6% triton_mm_2526 0.1024 ms 77.3% triton_mm_2520 0.1033 ms 76.7% triton_mm_2522 0.1048 ms 75.6% triton_mm_2518 0.1067 ms 74.3% triton_mm_2519 0.1101 ms 71.9% SingleProcess AUTOTUNE benchmarking takes 9.5235 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x1536) mm 0.0710 ms 100.0% triton_mm_2506 0.0762 ms 93.2% triton_mm_2505 0.0762 ms 93.2% triton_mm_2507 0.0796 ms 89.3% triton_mm_2502 0.0886 ms 80.1% triton_mm_2498 0.0888 ms 79.9% triton_mm_2500 0.0889 ms 79.9% triton_mm_2499 0.0934 ms 76.0% triton_mm_2503 0.0973 ms 73.0% triton_mm_2501 0.1033 ms 68.8% SingleProcess AUTOTUNE benchmarking takes 10.4542 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x12, 12x1536) triton_mm_2587 0.0237 ms 100.0% triton_mm_2589 0.0237 ms 100.0% triton_mm_2593 0.0241 ms 98.4% triton_mm_2594 0.0249 ms 95.5% triton_mm_2591 0.0253 ms 93.8% triton_mm_2590 0.0254 ms 93.6% triton_mm_2592 0.0254 ms 93.6% triton_mm_2588 0.0256 ms 92.9% triton_mm_2597 0.0259 ms 91.7% triton_mm_2596 0.0261 ms 90.8% SingleProcess AUTOTUNE benchmarking takes 5.2565 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x6144) mm 0.2797 ms 100.0% triton_mm_2633 0.2823 ms 99.1% triton_mm_2634 0.2918 ms 95.9% triton_mm_2635 0.3058 ms 91.5% triton_mm_2628 0.3376 ms 82.9% triton_mm_2630 0.3434 ms 81.5% triton_mm_2626 0.3455 ms 81.0% triton_mm_2629 0.3664 ms 76.3% triton_mm_2631 0.3676 ms 76.1% triton_mm_2627 0.3750 ms 74.6% SingleProcess AUTOTUNE benchmarking takes 2.5327 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x9216, 9216x1536) triton_mm_2573 0.0390 ms 100.0% mm 0.0395 ms 98.7% triton_mm_2569 0.0416 ms 93.8% triton_mm_2577 0.0459 ms 84.9% triton_mm_2581 0.0579 ms 67.4% triton_mm_2568 0.0701 ms 55.6% triton_mm_2567 0.0713 ms 54.7% triton_mm_2572 0.0767 ms 50.9% triton_mm_2576 0.0820 ms 47.6% triton_mm_2566 0.0863 ms 45.2% SingleProcess AUTOTUNE benchmarking takes 6.3270 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x6144) triton_mm_2614 0.2706 ms 100.0% triton_mm_2615 0.2817 ms 96.1% triton_mm_2616 0.3032 ms 89.2% mm 0.3043 ms 88.9% triton_mm_2609 0.3367 ms 80.4% triton_mm_2607 0.3400 ms 79.6% triton_mm_2611 0.3447 ms 78.5% triton_mm_2608 0.3597 ms 75.2% triton_mm_2612 0.3685 ms 73.4% triton_mm_2610 0.3857 ms 70.2% SingleProcess AUTOTUNE benchmarking takes 2.5388 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x3432, 3432x1536) mm 0.1873 ms 100.0% triton_mm_2747 0.1925 ms 97.3% triton_mm_2748 0.2007 ms 93.3% triton_mm_2749 0.2103 ms 89.1% triton_mm_2742 0.2523 ms 74.2% triton_mm_2740 0.2542 ms 73.7% triton_mm_2744 0.2580 ms 72.6% triton_mm_2743 0.2661 ms 70.4% triton_mm_2745 0.2702 ms 69.3% triton_mm_2741 0.2718 ms 68.9% SingleProcess AUTOTUNE benchmarking takes 2.5143 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x4608, 4608x1536) triton_mm_2728 0.2036 ms 100.0% triton_mm_2729 0.2062 ms 98.7% triton_mm_2730 0.2071 ms 98.3% mm 0.2289 ms 89.0% triton_mm_2723 0.2473 ms 82.3% triton_mm_2721 0.2480 ms 82.1% triton_mm_2725 0.2531 ms 80.5% triton_mm_2724 0.2652 ms 76.8% triton_mm_2722 0.2714 ms 75.0% triton_mm_2726 0.2776 ms 73.4% SingleProcess AUTOTUNE benchmarking takes 2.5121 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x1536) mm 0.0797 ms 100.0% triton_mm_2702 0.0893 ms 89.2% triton_mm_2706 0.0911 ms 87.5% triton_mm_2709 0.0917 ms 86.9% triton_mm_2710 0.0996 ms 80.0% triton_mm_2711 0.1021 ms 78.1% triton_mm_2705 0.1030 ms 77.4% triton_mm_2707 0.1044 ms 76.4% triton_mm_2703 0.1062 ms 75.1% triton_mm_2704 0.1097 ms 72.6% SingleProcess AUTOTUNE benchmarking takes 2.4102 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x1536) mm 0.0715 ms 100.0% triton_mm_2690 0.0753 ms 95.0% triton_mm_2691 0.0759 ms 94.2% triton_mm_2692 0.0793 ms 90.2% triton_mm_2685 0.0878 ms 81.5% triton_mm_2683 0.0887 ms 80.6% triton_mm_2687 0.0892 ms 80.1% triton_mm_2684 0.0932 ms 76.7% triton_mm_2688 0.0968 ms 73.9% triton_mm_2686 0.1023 ms 69.9% SingleProcess AUTOTUNE benchmarking takes 2.4109 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x12, 12x1536) triton_mm_2772 0.0237 ms 100.0% triton_mm_2777 0.0243 ms 97.6% triton_mm_2774 0.0248 ms 95.6% triton_mm_2779 0.0248 ms 95.6% triton_mm_2781 0.0249 ms 95.3% triton_mm_2778 0.0252 ms 94.3% triton_mm_2776 0.0253 ms 93.8% triton_mm_2775 0.0253 ms 93.7% triton_mm_2773 0.0256 ms 92.8% triton_mm_2780 0.0259 ms 91.7% SingleProcess AUTOTUNE benchmarking takes 2.0191 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x6144) mm 0.2802 ms 100.0% triton_mm_2818 0.2834 ms 98.9% triton_mm_2819 0.2915 ms 96.1% triton_mm_2820 0.3054 ms 91.8% triton_mm_2813 0.3386 ms 82.8% triton_mm_2815 0.3447 ms 81.3% triton_mm_2811 0.3463 ms 80.9% triton_mm_2814 0.3676 ms 76.2% triton_mm_2816 0.3677 ms 76.2% triton_mm_2812 0.3769 ms 74.3% SingleProcess AUTOTUNE benchmarking takes 2.5414 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x9216, 9216x1536) triton_mm_2758 0.0378 ms 100.0% mm 0.0395 ms 95.7% triton_mm_2754 0.0419 ms 90.3% triton_mm_2762 0.0459 ms 82.3% triton_mm_2766 0.0578 ms 65.5% triton_mm_2753 0.0701 ms 53.9% triton_mm_2752 0.0713 ms 53.1% triton_mm_2757 0.0776 ms 48.7% triton_mm_2761 0.0820 ms 46.1% triton_mm_2751 0.0855 ms 44.2% SingleProcess AUTOTUNE benchmarking takes 2.1192 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x6144) triton_mm_2799 0.2719 ms 100.0% triton_mm_2800 0.2833 ms 96.0% mm 0.3020 ms 90.0% triton_mm_2801 0.3038 ms 89.5% triton_mm_2794 0.3388 ms 80.3% triton_mm_2792 0.3418 ms 79.5% triton_mm_2796 0.3461 ms 78.6% triton_mm_2793 0.3596 ms 75.6% triton_mm_2797 0.3699 ms 73.5% triton_mm_2795 0.3858 ms 70.5% SingleProcess AUTOTUNE benchmarking takes 2.5365 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x3432, 3432x1536) mm 0.1866 ms 100.0% triton_mm_2932 0.1926 ms 96.9% triton_mm_2933 0.2009 ms 92.9% triton_mm_2934 0.2106 ms 88.6% triton_mm_2927 0.2530 ms 73.8% triton_mm_2925 0.2551 ms 73.2% triton_mm_2929 0.2582 ms 72.3% triton_mm_2928 0.2663 ms 70.1% triton_mm_2930 0.2704 ms 69.0% triton_mm_2926 0.2722 ms 68.6% SingleProcess AUTOTUNE benchmarking takes 2.5120 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x4608, 4608x1536) triton_mm_2913 0.2038 ms 100.0% triton_mm_2914 0.2069 ms 98.5% triton_mm_2915 0.2078 ms 98.1% mm 0.2288 ms 89.1% triton_mm_2908 0.2469 ms 82.5% triton_mm_2906 0.2490 ms 81.9% triton_mm_2910 0.2532 ms 80.5% triton_mm_2909 0.2649 ms 76.9% triton_mm_2907 0.2716 ms 75.1% triton_mm_2911 0.2778 ms 73.4% SingleProcess AUTOTUNE benchmarking takes 2.5120 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x1536) mm 0.0797 ms 100.0% triton_mm_2887 0.0903 ms 88.3% triton_mm_2891 0.0903 ms 88.3% triton_mm_2894 0.0917 ms 86.9% triton_mm_2895 0.0996 ms 80.0% triton_mm_2896 0.1021 ms 78.0% triton_mm_2890 0.1022 ms 78.0% triton_mm_2892 0.1035 ms 77.0% triton_mm_2888 0.1053 ms 75.7% triton_mm_2889 0.1100 ms 72.5% SingleProcess AUTOTUNE benchmarking takes 2.4168 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x1536) mm 0.0715 ms 100.0% triton_mm_2875 0.0762 ms 93.8% triton_mm_2876 0.0770 ms 92.9% triton_mm_2877 0.0788 ms 90.8% triton_mm_2868 0.0878 ms 81.5% triton_mm_2870 0.0885 ms 80.8% triton_mm_2872 0.0886 ms 80.7% triton_mm_2869 0.0932 ms 76.8% triton_mm_2873 0.0980 ms 72.9% triton_mm_2871 0.1031 ms 69.3% SingleProcess AUTOTUNE benchmarking takes 2.4088 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x12, 12x1536) triton_mm_2964 0.0236 ms 100.0% triton_mm_2960 0.0243 ms 96.8% triton_mm_2957 0.0249 ms 94.7% triton_mm_2959 0.0249 ms 94.7% triton_mm_2966 0.0249 ms 94.5% triton_mm_2963 0.0253 ms 93.2% triton_mm_2961 0.0253 ms 93.0% triton_mm_2962 0.0253 ms 92.9% triton_mm_2958 0.0256 ms 92.1% triton_mm_2965 0.0259 ms 91.0% SingleProcess AUTOTUNE benchmarking takes 2.0120 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x6144) mm 0.2793 ms 100.0% triton_mm_3003 0.2823 ms 98.9% triton_mm_3004 0.2925 ms 95.5% triton_mm_3005 0.3064 ms 91.1% triton_mm_2998 0.3389 ms 82.4% triton_mm_2996 0.3436 ms 81.3% triton_mm_3000 0.3454 ms 80.9% triton_mm_2999 0.3669 ms 76.1% triton_mm_3001 0.3693 ms 75.6% triton_mm_2997 0.3763 ms 74.2% SingleProcess AUTOTUNE benchmarking takes 2.5395 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x9216, 9216x1536) triton_mm_2943 0.0390 ms 100.0% mm 0.0395 ms 98.7% triton_mm_2939 0.0418 ms 93.4% triton_mm_2947 0.0459 ms 84.9% triton_mm_2951 0.0566 ms 68.9% triton_mm_2938 0.0702 ms 55.6% triton_mm_2937 0.0713 ms 54.7% triton_mm_2942 0.0767 ms 50.9% triton_mm_2946 0.0829 ms 47.1% triton_mm_2936 0.0863 ms 45.2% SingleProcess AUTOTUNE benchmarking takes 2.1313 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x6144) triton_mm_2984 0.2713 ms 100.0% triton_mm_2985 0.2834 ms 95.7% mm 0.3029 ms 89.6% triton_mm_2986 0.3037 ms 89.3% triton_mm_2979 0.3370 ms 80.5% triton_mm_2977 0.3410 ms 79.6% triton_mm_2981 0.3453 ms 78.5% triton_mm_2978 0.3607 ms 75.2% triton_mm_2982 0.3686 ms 73.6% triton_mm_2980 0.3868 ms 70.1% SingleProcess AUTOTUNE benchmarking takes 2.5400 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x4608, 4608x1536) triton_mm_3098 0.2040 ms 100.0% triton_mm_3099 0.2054 ms 99.3% triton_mm_3100 0.2084 ms 97.9% mm 0.2305 ms 88.5% triton_mm_3091 0.2483 ms 82.2% triton_mm_3093 0.2489 ms 82.0% triton_mm_3095 0.2532 ms 80.6% triton_mm_3094 0.2649 ms 77.0% triton_mm_3092 0.2714 ms 75.2% triton_mm_3096 0.2786 ms 73.2% SingleProcess AUTOTUNE benchmarking takes 2.5196 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x1536) mm 0.0806 ms 100.0% triton_mm_3072 0.0906 ms 89.0% triton_mm_3076 0.0906 ms 89.0% triton_mm_3079 0.0929 ms 86.7% triton_mm_3080 0.1001 ms 80.5% triton_mm_3081 0.1024 ms 78.7% triton_mm_3075 0.1027 ms 78.5% triton_mm_3077 0.1039 ms 77.6% triton_mm_3073 0.1057 ms 76.2% triton_mm_3074 0.1098 ms 73.4% SingleProcess AUTOTUNE benchmarking takes 2.4171 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x1536) mm 0.0710 ms 100.0% triton_mm_3061 0.0759 ms 93.5% triton_mm_3060 0.0760 ms 93.4% triton_mm_3062 0.0791 ms 89.7% triton_mm_3055 0.0877 ms 80.9% triton_mm_3053 0.0878 ms 80.9% triton_mm_3057 0.0892 ms 79.6% triton_mm_3054 0.0933 ms 76.1% triton_mm_3058 0.0968 ms 73.3% triton_mm_3056 0.1030 ms 68.9% SingleProcess AUTOTUNE benchmarking takes 2.4130 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x6144) triton_mm_3169 0.2716 ms 100.0% triton_mm_3170 0.2825 ms 96.1% triton_mm_3171 0.3016 ms 90.0% triton_mm_3164 0.3370 ms 80.6% triton_mm_3162 0.3410 ms 79.6% triton_mm_3166 0.3452 ms 78.7% triton_mm_3163 0.3604 ms 75.4% mm 0.3633 ms 74.8% triton_mm_3167 0.3697 ms 73.5% triton_mm_3165 0.3848 ms 70.6% SingleProcess AUTOTUNE benchmarking takes 2.5348 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x6144) triton_mm_3354 0.2703 ms 100.0% triton_mm_3355 0.2813 ms 96.1% triton_mm_3356 0.3006 ms 89.9% mm 0.3040 ms 88.9% triton_mm_3349 0.3370 ms 80.2% triton_mm_3347 0.3400 ms 79.5% triton_mm_3351 0.3434 ms 78.7% triton_mm_3348 0.3597 ms 75.2% triton_mm_3352 0.3676 ms 73.5% triton_mm_3350 0.3857 ms 70.1% SingleProcess AUTOTUNE benchmarking takes 2.5536 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x2048, 2048x2048) mm 0.1166 ms 100.0% triton_mm_5797 0.1205 ms 96.8% triton_mm_5798 0.1258 ms 92.7% triton_mm_5799 0.1314 ms 88.8% triton_mm_5794 0.1478 ms 78.9% triton_mm_5790 0.1525 ms 76.5% triton_mm_5792 0.1542 ms 75.7% triton_mm_5791 0.1653 ms 70.6% triton_mm_5793 0.1669 ms 69.9% triton_mm_5795 0.1683 ms 69.3% SingleProcess AUTOTUNE benchmarking takes 2.5655 seconds and 0.0000 seconds precompiling AUTOTUNE mm(2048x3432, 3432x2048) mm 0.1259 ms 100.0% triton_mm_5816 0.1424 ms 88.4% triton_mm_5817 0.1474 ms 85.5% triton_mm_5818 0.1525 ms 82.6% triton_mm_5809 0.1618 ms 77.8% triton_mm_5813 0.1622 ms 77.6% triton_mm_5811 0.1656 ms 76.0% triton_mm_5812 0.1676 ms 75.2% triton_mm_5814 0.1681 ms 74.9% triton_mm_5810 0.1700 ms 74.1% SingleProcess AUTOTUNE benchmarking takes 2.5575 seconds and 0.0000 seconds precompiling AUTOTUNE mm(2048x3432, 3432x1536) mm 0.0934 ms 100.0% triton_mm_5854 0.0937 ms 99.8% triton_mm_5855 0.1003 ms 93.1% triton_mm_5856 0.1035 ms 90.3% triton_mm_5850 0.1326 ms 70.4% triton_mm_5852 0.1345 ms 69.5% triton_mm_5848 0.1375 ms 68.0% triton_mm_5849 0.1381 ms 67.6% triton_mm_5851 0.1386 ms 67.4% triton_mm_5847 0.1391 ms 67.2% SingleProcess AUTOTUNE benchmarking takes 9.9383 seconds and 0.0000 seconds precompiling AUTOTUNE mm(768x3432, 3432x2048) mm 0.0539 ms 100.0% triton_mm_5780 0.0553 ms 97.5% triton_mm_5779 0.0606 ms 88.9% triton_mm_5773 0.0627 ms 85.9% triton_mm_5771 0.0682 ms 79.0% triton_mm_5778 0.0683 ms 78.9% triton_mm_5774 0.0700 ms 77.0% triton_mm_5775 0.0700 ms 76.9% triton_mm_5776 0.0711 ms 75.7% triton_mm_5772 0.0732 ms 73.6% SingleProcess AUTOTUNE benchmarking takes 2.4736 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x2048, 2048x1536) mm 0.0900 ms 100.0% triton_mm_5835 0.0946 ms 95.1% triton_mm_5836 0.0979 ms 91.9% triton_mm_5837 0.1000 ms 90.0% triton_mm_5832 0.1114 ms 80.8% triton_mm_5830 0.1116 ms 80.7% triton_mm_5828 0.1134 ms 79.4% triton_mm_5829 0.1247 ms 72.2% triton_mm_5831 0.1269 ms 70.9% triton_mm_5833 0.1281 ms 70.3% SingleProcess AUTOTUNE benchmarking takes 10.3098 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3420, 3420x28) mm 0.0281 ms 100.0% triton_mm_6969 0.0332 ms 84.8% triton_mm_6970 0.0382 ms 73.6% triton_mm_6968 0.0406 ms 69.3% triton_mm_6977 0.0408 ms 68.9% triton_mm_6971 0.0418 ms 67.3% triton_mm_6974 0.0419 ms 67.1% triton_mm_6978 0.0422 ms 66.7% triton_mm_6976 0.0447 ms 62.9% triton_mm_6982 0.0452 ms 62.2% SingleProcess AUTOTUNE benchmarking takes 6.9848 seconds and 0.0000 seconds precompiling /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): Validation Progress: 0%| | 0/44 [00:00 VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2207: UserWarning: Overwriting vit_tiny_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2216: UserWarning: Overwriting vit_small_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2225: UserWarning: Overwriting vit_small_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2234: UserWarning: Overwriting vit_small_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2243: UserWarning: Overwriting vit_small_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2252: UserWarning: Overwriting vit_small_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2261: UserWarning: Overwriting vit_base_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2271: UserWarning: Overwriting vit_base_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2281: UserWarning: Overwriting vit_base_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2291: UserWarning: Overwriting vit_base_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2301: UserWarning: Overwriting vit_base_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2311: UserWarning: Overwriting vit_large_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2320: UserWarning: Overwriting vit_large_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2330: UserWarning: Overwriting vit_large_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2340: UserWarning: Overwriting vit_large_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2350: UserWarning: Overwriting vit_large_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2359: UserWarning: Overwriting vit_huge_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2368: UserWarning: Overwriting vit_giant_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2377: UserWarning: Overwriting vit_gigantic_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2387: UserWarning: Overwriting vit_base_patch16_224_miil in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224_miil. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224_miil(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2398: UserWarning: Overwriting vit_medium_patch16_gap_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2410: UserWarning: Overwriting vit_medium_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2422: UserWarning: Overwriting vit_medium_patch16_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2434: UserWarning: Overwriting vit_betwixt_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2446: UserWarning: Overwriting vit_base_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2457: UserWarning: Overwriting vit_huge_patch14_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2468: UserWarning: Overwriting vit_huge_patch16_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch16_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch16_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2479: UserWarning: Overwriting vit_giant_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2491: UserWarning: Overwriting vit_xsmall_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_xsmall_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_xsmall_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2500: UserWarning: Overwriting vit_medium_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2510: UserWarning: Overwriting vit_medium_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2519: UserWarning: Overwriting vit_betwixt_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2529: UserWarning: Overwriting vit_base_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2540: UserWarning: Overwriting vit_base_patch32_clip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2551: UserWarning: Overwriting vit_base_patch32_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2562: UserWarning: Overwriting vit_base_patch32_clip_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2573: UserWarning: Overwriting vit_base_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2583: UserWarning: Overwriting vit_base_patch16_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2593: UserWarning: Overwriting vit_large_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2603: UserWarning: Overwriting vit_large_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2613: UserWarning: Overwriting vit_huge_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2623: UserWarning: Overwriting vit_huge_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2633: UserWarning: Overwriting vit_huge_patch14_clip_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2643: UserWarning: Overwriting vit_giant_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2656: UserWarning: Overwriting vit_gigantic_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2669: UserWarning: Overwriting vit_base_patch32_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2681: UserWarning: Overwriting vit_base_patch16_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2693: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2705: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2717: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2729: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2743: UserWarning: Overwriting vit_base_patch32_plus_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_plus_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_plus_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2753: UserWarning: Overwriting vit_base_patch16_plus_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_plus_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_plus_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2763: UserWarning: Overwriting vit_base_patch16_rpn_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_rpn_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_rpn_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2775: UserWarning: Overwriting vit_small_patch16_36x1_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_36x1_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_36x1_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2787: UserWarning: Overwriting vit_small_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2800: UserWarning: Overwriting vit_base_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2812: UserWarning: Overwriting eva_large_patch14_196 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_196. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_196(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2821: UserWarning: Overwriting eva_large_patch14_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2829: UserWarning: Overwriting flexivit_small in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_small. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_small(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2838: UserWarning: Overwriting flexivit_base in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_base. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_base(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2847: UserWarning: Overwriting flexivit_large in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_large. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_large(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2856: UserWarning: Overwriting vit_base_patch16_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2869: UserWarning: Overwriting vit_large_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2882: UserWarning: Overwriting vit_huge_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2895: UserWarning: Overwriting vit_small_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2905: UserWarning: Overwriting vit_base_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2915: UserWarning: Overwriting vit_large_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2925: UserWarning: Overwriting vit_giant_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2942: UserWarning: Overwriting vit_small_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2955: UserWarning: Overwriting vit_base_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2968: UserWarning: Overwriting vit_large_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2981: UserWarning: Overwriting vit_giant_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2998: UserWarning: Overwriting vit_base_patch16_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3008: UserWarning: Overwriting vit_base_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3018: UserWarning: Overwriting vit_base_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3028: UserWarning: Overwriting vit_base_patch16_siglip_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3038: UserWarning: Overwriting vit_large_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3048: UserWarning: Overwriting vit_large_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3058: UserWarning: Overwriting vit_so400m_patch14_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3068: UserWarning: Overwriting vit_so400m_patch14_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3078: UserWarning: Overwriting vit_base_patch16_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3089: UserWarning: Overwriting vit_base_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3100: UserWarning: Overwriting vit_base_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3111: UserWarning: Overwriting vit_base_patch16_siglip_gap_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3122: UserWarning: Overwriting vit_large_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3133: UserWarning: Overwriting vit_large_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3144: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3156: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3168: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3180: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_896 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_896. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_896(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3192: UserWarning: Overwriting vit_wee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_wee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_wee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3203: UserWarning: Overwriting vit_pwee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_pwee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_pwee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3214: UserWarning: Overwriting vit_little_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3225: UserWarning: Overwriting vit_little_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3236: UserWarning: Overwriting vit_medium_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3247: UserWarning: Overwriting vit_medium_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3258: UserWarning: Overwriting vit_mediumd_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_mediumd_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_mediumd_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3269: UserWarning: Overwriting vit_betwixt_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3280: UserWarning: Overwriting vit_betwixt_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3291: UserWarning: Overwriting vit_base_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3302: UserWarning: Overwriting vit_so150m_patch16_reg4_map_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_map_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_map_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3313: UserWarning: Overwriting vit_so150m_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/train.py:99: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature. checkpoint = torch.load(vae_ckpt, map_location="cpu") /home/user/VAR/utils/amp_sc.py:27: FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead. self.scaler = torch.cuda.amp.GradScaler(init_scale=2. ** 11, growth_interval=1000) if self.using_fp16_rather_bf16 else None # only fp16 needs a scaler /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(3420x28, 28x1536) triton_mm_7 0.0206 ms 100.0% triton_mm_6 0.0218 ms 94.7% triton_mm_8 0.0218 ms 94.7% triton_mm_12 0.0224 ms 92.1% triton_mm_13 0.0226 ms 91.3% triton_mm_9 0.0227 ms 90.8% triton_mm_4 0.0227 ms 90.7% triton_mm_10 0.0228 ms 90.6% triton_mm_11 0.0228 ms 90.6% triton_mm_15 0.0230 ms 89.7% SingleProcess AUTOTUNE benchmarking takes 2.0857 seconds and 0.0490 seconds precompiling AUTOTUNE addmm(12x9216, 12x1536, 1536x9216) triton_mm_33 0.0349 ms 100.0% triton_mm_29 0.0352 ms 99.0% triton_mm_21 0.0355 ms 98.3% triton_mm_25 0.0362 ms 96.3% triton_mm_24 0.0366 ms 95.4% triton_mm_18 0.0367 ms 95.0% triton_mm_28 0.0367 ms 94.9% bias_addmm 0.0371 ms 93.9% triton_mm_20 0.0396 ms 88.1% triton_mm_19 0.0397 ms 87.8% SingleProcess AUTOTUNE benchmarking takes 2.1741 seconds and 0.0009 seconds precompiling AUTOTUNE addmm(3432x4608, 3432x1536, 1536x4608) triton_mm_51 0.2154 ms 100.0% triton_mm_50 0.2181 ms 98.8% triton_mm_52 0.2386 ms 90.3% triton_mm_45 0.2603 ms 82.8% bias_addmm 0.2673 ms 80.6% triton_mm_43 0.2719 ms 79.2% triton_mm_47 0.2722 ms 79.1% addmm 0.2936 ms 73.4% triton_mm_44 0.2972 ms 72.5% triton_mm_48 0.3027 ms 71.2% SingleProcess AUTOTUNE benchmarking takes 2.6032 seconds and 0.0259 seconds precompiling AUTOTUNE addmm(3432x1536, 3432x1536, 1536x1536) triton_mm_70 0.0771 ms 100.0% triton_mm_69 0.0806 ms 95.7% triton_mm_71 0.0825 ms 93.5% bias_addmm 0.0864 ms 89.2% triton_mm_64 0.0911 ms 84.7% addmm 0.0922 ms 83.6% triton_mm_66 0.0942 ms 81.8% triton_mm_62 0.0961 ms 80.3% triton_mm_63 0.1035 ms 74.5% triton_mm_67 0.1047 ms 73.6% SingleProcess AUTOTUNE benchmarking takes 2.5146 seconds and 0.0010 seconds precompiling AUTOTUNE addmm(3432x6144, 3432x1536, 1536x6144) triton_mm_89 0.2865 ms 100.0% triton_mm_88 0.2904 ms 98.6% triton_mm_90 0.3172 ms 90.3% triton_mm_83 0.3465 ms 82.7% bias_addmm 0.3479 ms 82.4% triton_mm_85 0.3604 ms 79.5% triton_mm_81 0.3654 ms 78.4% triton_mm_82 0.4006 ms 71.5% triton_mm_86 0.4027 ms 71.1% triton_mm_84 0.4095 ms 70.0% SingleProcess AUTOTUNE benchmarking takes 2.6447 seconds and 4.4296 seconds precompiling AUTOTUNE addmm(3432x1536, 3432x6144, 6144x1536) triton_mm_108 0.2674 ms 100.0% triton_mm_109 0.2784 ms 96.0% triton_mm_107 0.2857 ms 93.6% bias_addmm 0.3113 ms 85.9% triton_mm_102 0.3325 ms 80.4% addmm 0.3333 ms 80.2% triton_mm_100 0.3441 ms 77.7% triton_mm_104 0.3454 ms 77.4% triton_mm_103 0.3532 ms 75.7% triton_mm_105 0.3828 ms 69.8% SingleProcess AUTOTUNE benchmarking takes 2.6530 seconds and 0.2595 seconds precompiling AUTOTUNE addmm(12x9216, 12x1536, 1536x9216) triton_mm_122 0.0343 ms 100.0% triton_mm_126 0.0354 ms 97.1% triton_mm_114 0.0355 ms 96.8% triton_mm_118 0.0356 ms 96.6% triton_mm_111 0.0363 ms 94.6% triton_mm_117 0.0366 ms 93.9% triton_mm_121 0.0368 ms 93.3% bias_addmm 0.0378 ms 90.9% triton_mm_113 0.0395 ms 86.8% triton_mm_112 0.0398 ms 86.2% SingleProcess AUTOTUNE benchmarking takes 2.1839 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(12x9216, 12x1536, 1536x9216) triton_mm_215 0.0343 ms 100.0% triton_mm_219 0.0348 ms 98.5% triton_mm_207 0.0355 ms 96.8% triton_mm_211 0.0362 ms 94.8% triton_mm_204 0.0364 ms 94.5% triton_mm_210 0.0365 ms 94.1% triton_mm_214 0.0368 ms 93.2% bias_addmm 0.0386 ms 89.0% triton_mm_205 0.0395 ms 87.0% triton_mm_206 0.0396 ms 86.8% SingleProcess AUTOTUNE benchmarking takes 2.1821 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(12x9216, 12x1536, 1536x9216) triton_mm_300 0.0348 ms 100.0% triton_mm_312 0.0348 ms 99.9% triton_mm_308 0.0352 ms 98.9% triton_mm_304 0.0356 ms 97.8% triton_mm_307 0.0357 ms 97.4% triton_mm_303 0.0364 ms 95.6% triton_mm_297 0.0369 ms 94.3% bias_addmm 0.0391 ms 89.0% triton_mm_299 0.0396 ms 87.8% triton_mm_298 0.0399 ms 87.1% SingleProcess AUTOTUNE benchmarking takes 2.1892 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(3432x2048, 3432x1536, 1536x2048) triton_mm_592 0.0974 ms 100.0% triton_mm_591 0.0985 ms 98.9% triton_mm_593 0.1066 ms 91.4% triton_mm_586 0.1172 ms 83.1% triton_mm_588 0.1202 ms 81.1% triton_mm_584 0.1218 ms 80.0% bias_addmm 0.1300 ms 74.9% triton_mm_585 0.1339 ms 72.7% triton_mm_589 0.1349 ms 72.2% addmm 0.1405 ms 69.3% SingleProcess AUTOTUNE benchmarking takes 2.5325 seconds and 0.0641 seconds precompiling AUTOTUNE mm(3432x2048, 2048x768) mm 0.0580 ms 100.0% triton_mm_624 0.0595 ms 97.6% triton_mm_622 0.0608 ms 95.4% triton_mm_626 0.0611 ms 95.1% triton_mm_630 0.0625 ms 92.9% triton_mm_629 0.0633 ms 91.7% triton_mm_631 0.0675 ms 86.0% triton_mm_625 0.0678 ms 85.6% triton_mm_627 0.0718 ms 80.9% triton_mm_623 0.0729 ms 79.6% SingleProcess AUTOTUNE benchmarking takes 2.4586 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x1536, 1536x3072) triton_mm_2314 0.0162 ms 100.0% triton_mm_2310 0.0172 ms 93.9% triton_mm_2318 0.0177 ms 91.5% triton_mm_2322 0.0191 ms 84.7% mm 0.0207 ms 78.0% triton_mm_2313 0.0217 ms 74.4% triton_mm_2309 0.0219 ms 73.7% triton_mm_2307 0.0224 ms 72.2% triton_mm_2308 0.0226 ms 71.5% triton_mm_2317 0.0241 ms 67.0% SingleProcess AUTOTUNE benchmarking takes 7.0199 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(3432x32768, 3432x1536, 1536x32768) bias_addmm 1.4918 ms 100.0% triton_mm_2339 1.5186 ms 98.2% triton_mm_2340 1.5258 ms 97.8% triton_mm_2341 1.6837 ms 88.6% addmm 1.8620 ms 80.1% triton_mm_2336 1.8872 ms 79.0% triton_mm_2334 1.9500 ms 76.5% triton_mm_2332 1.9503 ms 76.5% triton_mm_2337 2.1578 ms 69.1% triton_mm_2333 2.3451 ms 63.6% SingleProcess AUTOTUNE benchmarking takes 15.7543 seconds and 0.0000 seconds precompiling /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(32768x3432, 3432x1536) triton_mm_2377 1.3888 ms 100.0% mm 1.3972 ms 99.4% triton_mm_2378 1.4312 ms 97.0% triton_mm_2379 1.5248 ms 91.1% triton_mm_2372 1.7470 ms 79.5% triton_mm_2370 1.7767 ms 78.2% triton_mm_2374 1.8396 ms 75.5% triton_mm_2373 1.8950 ms 73.3% triton_mm_2375 1.9233 ms 72.2% triton_mm_2371 1.9392 ms 71.6% SingleProcess AUTOTUNE benchmarking takes 9.7186 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x6144) mm 0.2745 ms 100.0% triton_mm_2448 0.2828 ms 97.1% triton_mm_2449 0.2902 ms 94.6% triton_mm_2450 0.3053 ms 89.9% triton_mm_2443 0.3383 ms 81.1% triton_mm_2445 0.3429 ms 80.0% triton_mm_2441 0.3437 ms 79.9% triton_mm_2444 0.3656 ms 75.1% triton_mm_2446 0.3666 ms 74.9% triton_mm_2442 0.3742 ms 73.4% SingleProcess AUTOTUNE benchmarking takes 11.8603 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3072x12, 12x1536) triton_mm_2404 0.0130 ms 100.0% triton_mm_2409 0.0135 ms 96.4% triton_mm_2408 0.0135 ms 96.2% triton_mm_2407 0.0138 ms 94.3% triton_mm_2402 0.0141 ms 92.1% triton_mm_2399 0.0145 ms 89.6% triton_mm_2403 0.0146 ms 89.1% triton_mm_2405 0.0148 ms 88.3% triton_mm_2406 0.0149 ms 87.6% triton_mm_2411 0.0150 ms 86.8% SingleProcess AUTOTUNE benchmarking takes 5.3821 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x3072, 3072x1536) triton_mm_2384 0.0191 ms 100.0% triton_mm_2388 0.0201 ms 95.1% mm 0.0217 ms 87.8% triton_mm_2392 0.0234 ms 81.7% triton_mm_2396 0.0256 ms 74.5% triton_mm_2382 0.0283 ms 67.5% triton_mm_2383 0.0287 ms 66.4% triton_mm_2387 0.0306 ms 62.5% triton_mm_2391 0.0324 ms 58.8% triton_mm_2381 0.0329 ms 58.1% SingleProcess AUTOTUNE benchmarking takes 10.3571 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x32768, 32768x1536) mm 1.3589 ms 100.0% triton_mm_2359 1.4391 ms 94.4% triton_mm_2360 1.4490 ms 93.8% triton_mm_2358 1.4542 ms 93.4% triton_mm_2354 1.8228 ms 74.6% triton_mm_2353 1.8311 ms 74.2% triton_mm_2351 1.8331 ms 74.1% triton_mm_2355 1.9101 ms 71.1% triton_mm_2352 1.9584 ms 69.4% triton_mm_2356 1.9940 ms 68.1% SingleProcess AUTOTUNE benchmarking takes 9.9963 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x6144) triton_mm_2429 0.2708 ms 100.0% triton_mm_2430 0.2800 ms 96.7% triton_mm_2431 0.3004 ms 90.2% mm 0.3075 ms 88.1% triton_mm_2424 0.3356 ms 80.7% triton_mm_2422 0.3423 ms 79.1% triton_mm_2426 0.3447 ms 78.6% triton_mm_2423 0.3587 ms 75.5% triton_mm_2427 0.3677 ms 73.7% triton_mm_2425 0.3837 ms 70.6% SingleProcess AUTOTUNE benchmarking takes 10.9848 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x3432, 3432x1536) triton_mm_2486 0.2765 ms 100.0% triton_mm_2487 0.2897 ms 95.4% triton_mm_2488 0.3049 ms 90.7% mm 0.3159 ms 87.5% triton_mm_2481 0.3280 ms 84.3% triton_mm_2479 0.3362 ms 82.2% triton_mm_2483 0.3394 ms 81.5% triton_mm_2482 0.3585 ms 77.1% triton_mm_2484 0.3665 ms 75.4% triton_mm_2480 0.3696 ms 74.8% SingleProcess AUTOTUNE benchmarking takes 9.8556 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x6144, 6144x1536) triton_mm_2467 0.2692 ms 100.0% triton_mm_2468 0.2707 ms 99.5% triton_mm_2469 0.2720 ms 99.0% mm 0.2794 ms 96.4% triton_mm_2460 0.3264 ms 82.5% triton_mm_2462 0.3283 ms 82.0% triton_mm_2464 0.3325 ms 81.0% triton_mm_2463 0.3531 ms 76.3% triton_mm_2461 0.3608 ms 74.6% triton_mm_2465 0.3667 ms 73.4% SingleProcess AUTOTUNE benchmarking takes 2.5443 seconds and 0.0010 seconds precompiling AUTOTUNE mm(4608x3432, 3432x1536) triton_mm_2562 0.1919 ms 100.0% triton_mm_2563 0.1991 ms 96.4% triton_mm_2564 0.2098 ms 91.5% mm 0.2162 ms 88.8% triton_mm_2557 0.2524 ms 76.0% triton_mm_2555 0.2546 ms 75.4% triton_mm_2559 0.2571 ms 74.6% triton_mm_2558 0.2673 ms 71.8% triton_mm_2560 0.2704 ms 71.0% triton_mm_2556 0.2708 ms 70.9% SingleProcess AUTOTUNE benchmarking takes 9.7388 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x4608, 4608x1536) triton_mm_2543 0.2035 ms 100.0% triton_mm_2544 0.2043 ms 99.6% triton_mm_2545 0.2065 ms 98.5% mm 0.2300 ms 88.5% triton_mm_2538 0.2470 ms 82.4% triton_mm_2536 0.2475 ms 82.2% triton_mm_2540 0.2511 ms 81.0% triton_mm_2539 0.2647 ms 76.9% triton_mm_2537 0.2717 ms 74.9% triton_mm_2541 0.2767 ms 73.5% SingleProcess AUTOTUNE benchmarking takes 9.7145 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x1536) mm 0.0790 ms 100.0% triton_mm_2517 0.0902 ms 87.7% triton_mm_2521 0.0902 ms 87.6% triton_mm_2524 0.0916 ms 86.3% triton_mm_2519 0.0960 ms 82.3% triton_mm_2525 0.0994 ms 79.5% triton_mm_2520 0.1019 ms 77.6% triton_mm_2526 0.1022 ms 77.3% triton_mm_2522 0.1033 ms 76.5% triton_mm_2518 0.1051 ms 75.2% SingleProcess AUTOTUNE benchmarking takes 2.4237 seconds and 0.0010 seconds precompiling AUTOTUNE mm(3432x1536, 1536x1536) mm 0.0709 ms 100.0% triton_mm_2506 0.0758 ms 93.5% triton_mm_2505 0.0760 ms 93.3% triton_mm_2507 0.0784 ms 90.4% triton_mm_2498 0.0880 ms 80.5% triton_mm_2500 0.0882 ms 80.4% triton_mm_2502 0.0891 ms 79.6% triton_mm_2499 0.0925 ms 76.6% triton_mm_2503 0.0968 ms 73.2% triton_mm_2501 0.1030 ms 68.8% SingleProcess AUTOTUNE benchmarking takes 10.7169 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x12, 12x1536) triton_mm_2591 0.0241 ms 100.0% triton_mm_2590 0.0243 ms 99.2% triton_mm_2594 0.0248 ms 97.2% triton_mm_2587 0.0248 ms 96.9% triton_mm_2589 0.0248 ms 96.9% triton_mm_2593 0.0252 ms 95.6% triton_mm_2592 0.0253 ms 94.9% triton_mm_2588 0.0254 ms 94.7% triton_mm_2597 0.0257 ms 93.6% triton_mm_2596 0.0260 ms 92.5% SingleProcess AUTOTUNE benchmarking takes 5.2410 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x6144) mm 0.2780 ms 100.0% triton_mm_2633 0.2835 ms 98.1% triton_mm_2634 0.2911 ms 95.5% triton_mm_2635 0.3064 ms 90.7% triton_mm_2628 0.3392 ms 82.0% triton_mm_2626 0.3448 ms 80.7% triton_mm_2630 0.3456 ms 80.5% triton_mm_2629 0.3680 ms 75.5% triton_mm_2631 0.3687 ms 75.4% triton_mm_2627 0.3759 ms 74.0% SingleProcess AUTOTUNE benchmarking takes 2.5391 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x9216, 9216x1536) triton_mm_2573 0.0386 ms 100.0% mm 0.0392 ms 98.5% triton_mm_2569 0.0418 ms 92.3% triton_mm_2577 0.0456 ms 84.7% triton_mm_2581 0.0575 ms 67.2% triton_mm_2568 0.0710 ms 54.4% triton_mm_2567 0.0715 ms 54.0% triton_mm_2572 0.0777 ms 49.7% triton_mm_2576 0.0823 ms 46.9% triton_mm_2566 0.0856 ms 45.1% SingleProcess AUTOTUNE benchmarking takes 6.5063 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x6144) triton_mm_2614 0.2719 ms 100.0% triton_mm_2615 0.2828 ms 96.1% triton_mm_2616 0.3044 ms 89.3% mm 0.3044 ms 89.3% triton_mm_2609 0.3379 ms 80.5% triton_mm_2607 0.3413 ms 79.7% triton_mm_2611 0.3464 ms 78.5% triton_mm_2608 0.3606 ms 75.4% triton_mm_2612 0.3713 ms 73.2% triton_mm_2610 0.3860 ms 70.4% SingleProcess AUTOTUNE benchmarking takes 2.5369 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x3432, 3432x1536) mm 0.2759 ms 100.0% triton_mm_2671 0.2775 ms 99.4% triton_mm_2672 0.2907 ms 94.9% triton_mm_2673 0.3068 ms 89.9% triton_mm_2666 0.3300 ms 83.6% triton_mm_2664 0.3390 ms 81.4% triton_mm_2668 0.3431 ms 80.4% triton_mm_2667 0.3619 ms 76.2% triton_mm_2669 0.3693 ms 74.7% triton_mm_2665 0.3718 ms 74.2% SingleProcess AUTOTUNE benchmarking takes 2.5345 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x3432, 3432x1536) mm 0.1838 ms 100.0% triton_mm_2747 0.1931 ms 95.2% triton_mm_2748 0.2012 ms 91.4% triton_mm_2749 0.2112 ms 87.0% triton_mm_2742 0.2538 ms 72.4% triton_mm_2740 0.2558 ms 71.9% triton_mm_2744 0.2582 ms 71.2% triton_mm_2743 0.2684 ms 68.5% triton_mm_2745 0.2715 ms 67.7% triton_mm_2741 0.2724 ms 67.5% SingleProcess AUTOTUNE benchmarking takes 2.5036 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x4608, 4608x1536) triton_mm_2728 0.2046 ms 100.0% triton_mm_2729 0.2068 ms 99.0% triton_mm_2730 0.2084 ms 98.2% mm 0.2302 ms 88.9% triton_mm_2723 0.2493 ms 82.1% triton_mm_2721 0.2497 ms 81.9% triton_mm_2725 0.2530 ms 80.9% triton_mm_2724 0.2674 ms 76.5% triton_mm_2722 0.2741 ms 74.7% triton_mm_2726 0.2787 ms 73.4% SingleProcess AUTOTUNE benchmarking takes 2.5077 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x1536) mm 0.0804 ms 100.0% triton_mm_2702 0.0904 ms 88.9% triton_mm_2706 0.0912 ms 88.1% triton_mm_2709 0.0916 ms 87.7% triton_mm_2704 0.0952 ms 84.4% triton_mm_2710 0.0994 ms 80.9% triton_mm_2711 0.1023 ms 78.6% triton_mm_2705 0.1025 ms 78.4% triton_mm_2707 0.1044 ms 77.0% triton_mm_2703 0.1051 ms 76.4% SingleProcess AUTOTUNE benchmarking takes 2.4159 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x1536) mm 0.0710 ms 100.0% triton_mm_2691 0.0758 ms 93.7% triton_mm_2690 0.0761 ms 93.4% triton_mm_2692 0.0793 ms 89.5% triton_mm_2683 0.0889 ms 79.9% triton_mm_2685 0.0890 ms 79.8% triton_mm_2687 0.0892 ms 79.6% triton_mm_2684 0.0925 ms 76.7% triton_mm_2688 0.0976 ms 72.8% triton_mm_2686 0.1030 ms 68.9% SingleProcess AUTOTUNE benchmarking takes 2.4109 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x12, 12x1536) triton_mm_2779 0.0234 ms 100.0% triton_mm_2774 0.0237 ms 99.0% triton_mm_2772 0.0237 ms 98.9% triton_mm_2778 0.0240 ms 97.6% triton_mm_2773 0.0242 ms 96.7% triton_mm_2777 0.0242 ms 96.7% triton_mm_2775 0.0243 ms 96.6% triton_mm_2781 0.0248 ms 94.5% triton_mm_2776 0.0251 ms 93.4% triton_mm_2782 0.0268 ms 87.4% SingleProcess AUTOTUNE benchmarking takes 2.0155 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x6144) mm 0.2763 ms 100.0% triton_mm_2818 0.2851 ms 96.9% triton_mm_2819 0.2929 ms 94.3% triton_mm_2820 0.3077 ms 89.8% triton_mm_2813 0.3399 ms 81.3% triton_mm_2815 0.3464 ms 79.7% triton_mm_2811 0.3476 ms 79.5% triton_mm_2814 0.3697 ms 74.7% triton_mm_2816 0.3700 ms 74.7% triton_mm_2812 0.3784 ms 73.0% SingleProcess AUTOTUNE benchmarking takes 2.5385 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x9216, 9216x1536) triton_mm_2758 0.0386 ms 100.0% mm 0.0394 ms 98.0% triton_mm_2754 0.0417 ms 92.5% triton_mm_2762 0.0468 ms 82.5% triton_mm_2766 0.0563 ms 68.6% triton_mm_2753 0.0710 ms 54.4% triton_mm_2752 0.0721 ms 53.5% triton_mm_2757 0.0776 ms 49.7% triton_mm_2761 0.0828 ms 46.6% triton_mm_2751 0.0862 ms 44.7% SingleProcess AUTOTUNE benchmarking takes 2.1158 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x6144) triton_mm_2799 0.2724 ms 100.0% triton_mm_2800 0.2845 ms 95.8% mm 0.3028 ms 90.0% triton_mm_2801 0.3043 ms 89.5% triton_mm_2794 0.3408 ms 79.9% triton_mm_2792 0.3434 ms 79.3% triton_mm_2796 0.3471 ms 78.5% triton_mm_2793 0.3601 ms 75.7% triton_mm_2797 0.3712 ms 73.4% triton_mm_2795 0.3896 ms 69.9% SingleProcess AUTOTUNE benchmarking takes 2.5389 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x3432, 3432x1536) mm 0.2769 ms 100.0% triton_mm_2856 0.2782 ms 99.5% triton_mm_2857 0.2926 ms 94.6% triton_mm_2858 0.3073 ms 90.1% triton_mm_2851 0.3316 ms 83.5% triton_mm_2849 0.3401 ms 81.4% triton_mm_2853 0.3436 ms 80.6% triton_mm_2852 0.3624 ms 76.4% triton_mm_2854 0.3698 ms 74.9% triton_mm_2850 0.3732 ms 74.2% SingleProcess AUTOTUNE benchmarking takes 2.5406 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x3432, 3432x1536) mm 0.1852 ms 100.0% triton_mm_2932 0.1930 ms 95.9% triton_mm_2933 0.2012 ms 92.0% triton_mm_2934 0.2116 ms 87.5% triton_mm_2927 0.2541 ms 72.9% triton_mm_2925 0.2556 ms 72.4% triton_mm_2929 0.2587 ms 71.6% triton_mm_2928 0.2698 ms 68.6% triton_mm_2930 0.2714 ms 68.2% triton_mm_2926 0.2718 ms 68.1% SingleProcess AUTOTUNE benchmarking takes 2.5119 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x4608, 4608x1536) triton_mm_2913 0.2055 ms 100.0% triton_mm_2914 0.2076 ms 99.0% triton_mm_2915 0.2092 ms 98.2% mm 0.2303 ms 89.2% triton_mm_2908 0.2488 ms 82.6% triton_mm_2906 0.2496 ms 82.3% triton_mm_2910 0.2538 ms 81.0% triton_mm_2909 0.2671 ms 76.9% triton_mm_2907 0.2720 ms 75.5% triton_mm_2911 0.2784 ms 73.8% SingleProcess AUTOTUNE benchmarking takes 2.5106 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x1536) mm 0.0806 ms 100.0% triton_mm_2887 0.0907 ms 89.0% triton_mm_2891 0.0915 ms 88.2% triton_mm_2894 0.0922 ms 87.4% triton_mm_2889 0.0964 ms 83.7% triton_mm_2895 0.0994 ms 81.1% triton_mm_2896 0.1018 ms 79.2% triton_mm_2890 0.1027 ms 78.5% triton_mm_2892 0.1036 ms 77.9% triton_mm_2888 0.1052 ms 76.6% SingleProcess AUTOTUNE benchmarking takes 2.4125 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x1536) mm 0.0711 ms 100.0% triton_mm_2875 0.0762 ms 93.3% triton_mm_2876 0.0768 ms 92.6% triton_mm_2877 0.0786 ms 90.5% triton_mm_2868 0.0883 ms 80.5% triton_mm_2870 0.0884 ms 80.4% triton_mm_2872 0.0894 ms 79.5% triton_mm_2869 0.0935 ms 76.0% triton_mm_2873 0.0979 ms 72.6% triton_mm_2871 0.1031 ms 69.0% SingleProcess AUTOTUNE benchmarking takes 2.4122 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x12, 12x1536) triton_mm_2957 0.0237 ms 100.0% triton_mm_2959 0.0237 ms 100.0% triton_mm_2961 0.0241 ms 98.4% triton_mm_2958 0.0242 ms 98.0% triton_mm_2964 0.0248 ms 95.6% triton_mm_2963 0.0252 ms 94.1% triton_mm_2960 0.0253 ms 93.7% triton_mm_2962 0.0253 ms 93.4% triton_mm_2966 0.0261 ms 90.8% triton_mm_2965 0.0269 ms 87.9% SingleProcess AUTOTUNE benchmarking takes 2.0201 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x6144) mm 0.2764 ms 100.0% triton_mm_3003 0.2838 ms 97.4% triton_mm_3004 0.2928 ms 94.4% triton_mm_3005 0.3067 ms 90.1% triton_mm_2998 0.3403 ms 81.2% triton_mm_3000 0.3470 ms 79.6% triton_mm_2996 0.3489 ms 79.2% triton_mm_2999 0.3685 ms 75.0% triton_mm_3001 0.3699 ms 74.7% triton_mm_2997 0.3769 ms 73.3% SingleProcess AUTOTUNE benchmarking takes 2.5393 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x9216, 9216x1536) triton_mm_2943 0.0374 ms 100.0% mm 0.0394 ms 95.0% triton_mm_2939 0.0419 ms 89.3% triton_mm_2947 0.0456 ms 82.0% triton_mm_2951 0.0563 ms 66.5% triton_mm_2938 0.0702 ms 53.3% triton_mm_2937 0.0716 ms 52.2% triton_mm_2942 0.0777 ms 48.1% triton_mm_2946 0.0820 ms 45.6% triton_mm_2936 0.0863 ms 43.3% SingleProcess AUTOTUNE benchmarking takes 2.1212 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x6144) triton_mm_2984 0.2711 ms 100.0% triton_mm_2985 0.2827 ms 95.9% mm 0.3026 ms 89.6% triton_mm_2986 0.3042 ms 89.1% triton_mm_2979 0.3384 ms 80.1% triton_mm_2977 0.3438 ms 78.9% triton_mm_2981 0.3478 ms 77.9% triton_mm_2978 0.3615 ms 75.0% triton_mm_2982 0.3713 ms 73.0% triton_mm_2980 0.3876 ms 69.9% SingleProcess AUTOTUNE benchmarking takes 2.5425 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x3432, 3432x1536) mm 0.2768 ms 100.0% triton_mm_3041 0.2784 ms 99.4% triton_mm_3042 0.2914 ms 95.0% triton_mm_3043 0.3078 ms 89.9% triton_mm_3036 0.3305 ms 83.8% triton_mm_3034 0.3385 ms 81.8% triton_mm_3038 0.3439 ms 80.5% triton_mm_3037 0.3616 ms 76.6% triton_mm_3039 0.3707 ms 74.7% triton_mm_3035 0.3723 ms 74.4% SingleProcess AUTOTUNE benchmarking takes 2.5396 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x4608, 4608x1536) triton_mm_3098 0.2060 ms 100.0% triton_mm_3099 0.2063 ms 99.9% triton_mm_3100 0.2076 ms 99.2% mm 0.2278 ms 90.4% triton_mm_3093 0.2482 ms 83.0% triton_mm_3091 0.2485 ms 82.9% triton_mm_3095 0.2534 ms 81.3% triton_mm_3094 0.2665 ms 77.3% triton_mm_3092 0.2718 ms 75.8% triton_mm_3096 0.2780 ms 74.1% SingleProcess AUTOTUNE benchmarking takes 2.5129 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x1536) mm 0.0804 ms 100.0% triton_mm_3072 0.0897 ms 89.7% triton_mm_3076 0.0912 ms 88.2% triton_mm_3079 0.0922 ms 87.3% triton_mm_3074 0.0951 ms 84.6% triton_mm_3080 0.1003 ms 80.2% triton_mm_3081 0.1016 ms 79.2% triton_mm_3075 0.1026 ms 78.4% triton_mm_3077 0.1044 ms 77.1% triton_mm_3073 0.1061 ms 75.8% SingleProcess AUTOTUNE benchmarking takes 2.4054 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x1536) mm 0.0720 ms 100.0% triton_mm_3060 0.0754 ms 95.5% triton_mm_3061 0.0766 ms 94.0% triton_mm_3062 0.0784 ms 91.7% triton_mm_3053 0.0880 ms 81.7% triton_mm_3055 0.0882 ms 81.6% triton_mm_3057 0.0900 ms 79.9% triton_mm_3054 0.0932 ms 77.2% triton_mm_3058 0.0968 ms 74.3% triton_mm_3056 0.1022 ms 70.4% SingleProcess AUTOTUNE benchmarking takes 2.4022 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x3432, 3432x1536) mm 0.2770 ms 100.0% triton_mm_3226 0.2773 ms 99.9% triton_mm_3227 0.2909 ms 95.2% triton_mm_3228 0.3071 ms 90.2% triton_mm_3221 0.3315 ms 83.6% triton_mm_3219 0.3387 ms 81.8% triton_mm_3223 0.3430 ms 80.8% triton_mm_3222 0.3629 ms 76.3% triton_mm_3224 0.3680 ms 75.3% triton_mm_3220 0.3723 ms 74.4% SingleProcess AUTOTUNE benchmarking takes 2.5421 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x3432, 3432x1536) mm 0.1848 ms 100.0% triton_mm_3302 0.1919 ms 96.3% triton_mm_3303 0.1999 ms 92.5% triton_mm_3304 0.2105 ms 87.8% triton_mm_3297 0.2536 ms 72.9% triton_mm_3295 0.2560 ms 72.2% triton_mm_3299 0.2592 ms 71.3% triton_mm_3298 0.2676 ms 69.1% triton_mm_3300 0.2724 ms 67.8% triton_mm_3296 0.2727 ms 67.8% SingleProcess AUTOTUNE benchmarking takes 2.5155 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x1536) mm 0.0714 ms 100.0% triton_mm_3246 0.0758 ms 94.2% triton_mm_3245 0.0760 ms 93.9% triton_mm_3247 0.0793 ms 90.0% triton_mm_3238 0.0888 ms 80.4% triton_mm_3240 0.0890 ms 80.3% triton_mm_3242 0.0891 ms 80.1% triton_mm_3239 0.0925 ms 77.2% triton_mm_3243 0.0977 ms 73.1% triton_mm_3241 0.1030 ms 69.3% SingleProcess AUTOTUNE benchmarking takes 2.4132 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x3432, 3432x1536) mm 0.2763 ms 100.0% triton_mm_3411 0.2775 ms 99.6% triton_mm_3412 0.2917 ms 94.7% triton_mm_3413 0.3061 ms 90.2% triton_mm_3406 0.3308 ms 83.5% triton_mm_3404 0.3390 ms 81.5% triton_mm_3408 0.3422 ms 80.7% triton_mm_3407 0.3615 ms 76.4% triton_mm_3409 0.3692 ms 74.8% triton_mm_3405 0.3728 ms 74.1% SingleProcess AUTOTUNE benchmarking takes 2.5482 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x3432, 3432x1536) mm 0.1847 ms 100.0% triton_mm_3487 0.1921 ms 96.1% triton_mm_3488 0.2002 ms 92.3% triton_mm_3489 0.2105 ms 87.7% triton_mm_3482 0.2538 ms 72.8% triton_mm_3480 0.2561 ms 72.1% triton_mm_3484 0.2591 ms 71.3% triton_mm_3483 0.2669 ms 69.2% triton_mm_3481 0.2714 ms 68.0% triton_mm_3485 0.2714 ms 68.0% SingleProcess AUTOTUNE benchmarking takes 2.5206 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x1536) mm 0.0714 ms 100.0% triton_mm_3430 0.0754 ms 94.7% triton_mm_3431 0.0758 ms 94.2% triton_mm_3432 0.0792 ms 90.1% triton_mm_3423 0.0880 ms 81.1% triton_mm_3425 0.0882 ms 80.9% triton_mm_3427 0.0900 ms 79.4% triton_mm_3424 0.0934 ms 76.4% triton_mm_3428 0.0968 ms 73.8% triton_mm_3426 0.1023 ms 69.8% SingleProcess AUTOTUNE benchmarking takes 2.4272 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x3432, 3432x1536) mm 0.2755 ms 100.0% triton_mm_3596 0.2782 ms 99.0% triton_mm_3597 0.2907 ms 94.8% triton_mm_3598 0.3069 ms 89.8% triton_mm_3591 0.3302 ms 83.4% triton_mm_3589 0.3380 ms 81.5% triton_mm_3593 0.3431 ms 80.3% triton_mm_3592 0.3615 ms 76.2% triton_mm_3594 0.3693 ms 74.6% triton_mm_3590 0.3708 ms 74.3% SingleProcess AUTOTUNE benchmarking takes 2.5456 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x768, 768x2048) mm 0.0545 ms 100.0% triton_mm_5759 0.0553 ms 98.6% triton_mm_5760 0.0577 ms 94.5% triton_mm_5752 0.0635 ms 85.8% triton_mm_5756 0.0641 ms 85.1% triton_mm_5754 0.0653 ms 83.5% triton_mm_5753 0.0694 ms 78.6% triton_mm_5761 0.0700 ms 77.8% triton_mm_5757 0.0716 ms 76.2% triton_mm_5755 0.0856 ms 63.7% SingleProcess AUTOTUNE benchmarking takes 2.4813 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x2048, 2048x2048) mm 0.1171 ms 100.0% triton_mm_5797 0.1200 ms 97.5% triton_mm_5798 0.1258 ms 93.1% triton_mm_5799 0.1304 ms 89.8% triton_mm_5794 0.1480 ms 79.1% triton_mm_5790 0.1512 ms 77.4% triton_mm_5792 0.1526 ms 76.7% triton_mm_5791 0.1648 ms 71.0% triton_mm_5793 0.1662 ms 70.4% triton_mm_5795 0.1679 ms 69.7% SingleProcess AUTOTUNE benchmarking takes 2.5762 seconds and 0.0000 seconds precompiling AUTOTUNE mm(2048x3432, 3432x2048) mm 0.1268 ms 100.0% triton_mm_5816 0.1443 ms 87.9% triton_mm_5817 0.1486 ms 85.3% triton_mm_5818 0.1524 ms 83.2% triton_mm_5809 0.1617 ms 78.4% triton_mm_5813 0.1629 ms 77.8% triton_mm_5811 0.1646 ms 77.0% triton_mm_5812 0.1669 ms 76.0% triton_mm_5814 0.1690 ms 75.0% triton_mm_5810 0.1704 ms 74.4% SingleProcess AUTOTUNE benchmarking takes 2.5449 seconds and 0.0000 seconds precompiling AUTOTUNE mm(2048x3432, 3432x1536) triton_mm_5854 0.0940 ms 100.0% mm 0.0945 ms 99.4% triton_mm_5855 0.1000 ms 94.0% triton_mm_5856 0.1031 ms 91.2% triton_mm_5850 0.1323 ms 71.1% triton_mm_5852 0.1346 ms 69.8% triton_mm_5848 0.1360 ms 69.1% triton_mm_5849 0.1379 ms 68.1% triton_mm_5851 0.1383 ms 67.9% triton_mm_5847 0.1392 ms 67.5% SingleProcess AUTOTUNE benchmarking takes 9.6133 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x2048, 2048x1536) mm 0.0908 ms 100.0% triton_mm_5835 0.0954 ms 95.3% triton_mm_5836 0.0964 ms 94.2% triton_mm_5837 0.0999 ms 90.9% triton_mm_5830 0.1118 ms 81.3% triton_mm_5832 0.1119 ms 81.2% triton_mm_5828 0.1144 ms 79.4% triton_mm_5829 0.1240 ms 73.2% triton_mm_5831 0.1262 ms 72.0% triton_mm_5833 0.1265 ms 71.8% SingleProcess AUTOTUNE benchmarking takes 10.0717 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3420, 3420x28) mm 0.0279 ms 100.0% triton_mm_6969 0.0328 ms 85.0% triton_mm_6970 0.0388 ms 71.9% triton_mm_6977 0.0395 ms 70.6% triton_mm_6968 0.0401 ms 69.5% triton_mm_6978 0.0408 ms 68.3% triton_mm_6971 0.0414 ms 67.3% triton_mm_6974 0.0416 ms 67.1% triton_mm_6982 0.0439 ms 63.4% triton_mm_6976 0.0453 ms 61.6% SingleProcess AUTOTUNE benchmarking takes 6.9602 seconds and 0.0000 seconds precompiling /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(3420x28, 28x1536) triton_mm_7 0.0217 ms 100.0% triton_mm_4 0.0219 ms 99.2% triton_mm_6 0.0220 ms 98.8% triton_mm_8 0.0220 ms 98.6% triton_mm_12 0.0226 ms 96.2% triton_mm_3 0.0227 ms 95.8% triton_mm_9 0.0229 ms 94.8% triton_mm_11 0.0230 ms 94.5% triton_mm_14 0.0230 ms 94.5% triton_mm_10 0.0230 ms 94.4% SingleProcess AUTOTUNE benchmarking takes 2.0746 seconds and 0.0060 seconds precompiling AUTOTUNE addmm(12x9216, 12x1536, 1536x9216) triton_mm_33 0.0349 ms 100.0% triton_mm_21 0.0350 ms 99.8% triton_mm_29 0.0353 ms 99.1% triton_mm_24 0.0355 ms 98.3% triton_mm_25 0.0365 ms 95.8% triton_mm_18 0.0369 ms 94.6% triton_mm_28 0.0370 ms 94.5% bias_addmm 0.0373 ms 93.7% triton_mm_19 0.0400 ms 87.4% triton_mm_20 0.0405 ms 86.2% SingleProcess AUTOTUNE benchmarking takes 2.1782 seconds and 0.0008 seconds precompiling AUTOTUNE addmm(3432x4608, 3432x1536, 1536x4608) triton_mm_51 0.2145 ms 100.0% triton_mm_50 0.2170 ms 98.8% triton_mm_52 0.2365 ms 90.7% triton_mm_45 0.2572 ms 83.4% bias_addmm 0.2663 ms 80.5% triton_mm_43 0.2687 ms 79.8% triton_mm_47 0.2696 ms 79.6% addmm 0.2960 ms 72.5% triton_mm_44 0.2960 ms 72.4% triton_mm_48 0.3027 ms 70.9% SingleProcess AUTOTUNE benchmarking takes 2.6416 seconds and 0.0423 seconds precompiling AUTOTUNE addmm(3432x1536, 3432x1536, 1536x1536) triton_mm_70 0.0769 ms 100.0% triton_mm_69 0.0791 ms 97.2% triton_mm_71 0.0818 ms 94.1% bias_addmm 0.0864 ms 89.0% triton_mm_64 0.0905 ms 85.0% addmm 0.0916 ms 83.9% triton_mm_62 0.0938 ms 82.0% triton_mm_66 0.0940 ms 81.8% triton_mm_63 0.1029 ms 74.7% triton_mm_67 0.1055 ms 72.9% SingleProcess AUTOTUNE benchmarking takes 2.5195 seconds and 0.0009 seconds precompiling AUTOTUNE addmm(3432x6144, 3432x1536, 1536x6144) triton_mm_89 0.2860 ms 100.0% triton_mm_88 0.2894 ms 98.8% triton_mm_90 0.3167 ms 90.3% bias_addmm 0.3467 ms 82.5% triton_mm_83 0.3472 ms 82.4% addmm 0.3561 ms 80.3% triton_mm_85 0.3600 ms 79.5% triton_mm_81 0.3651 ms 78.3% triton_mm_82 0.4023 ms 71.1% triton_mm_86 0.4035 ms 70.9% SingleProcess AUTOTUNE benchmarking takes 2.6637 seconds and 1.0627 seconds precompiling AUTOTUNE addmm(3432x1536, 3432x6144, 6144x1536) triton_mm_108 0.2709 ms 100.0% triton_mm_109 0.2816 ms 96.2% triton_mm_107 0.2880 ms 94.1% bias_addmm 0.3104 ms 87.3% triton_mm_102 0.3319 ms 81.6% addmm 0.3319 ms 81.6% triton_mm_100 0.3433 ms 78.9% triton_mm_104 0.3479 ms 77.9% triton_mm_103 0.3509 ms 77.2% triton_mm_105 0.3834 ms 70.7% SingleProcess AUTOTUNE benchmarking takes 2.6673 seconds and 0.2334 seconds precompiling AUTOTUNE addmm(12x9216, 12x1536, 1536x9216) triton_mm_114 0.0351 ms 100.0% triton_mm_122 0.0355 ms 98.9% triton_mm_126 0.0356 ms 98.7% triton_mm_117 0.0359 ms 97.9% triton_mm_121 0.0359 ms 97.8% triton_mm_111 0.0365 ms 96.1% triton_mm_118 0.0368 ms 95.5% bias_addmm 0.0381 ms 92.2% triton_mm_113 0.0397 ms 88.4% triton_mm_112 0.0401 ms 87.5% SingleProcess AUTOTUNE benchmarking takes 2.1997 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(12x9216, 12x1536, 1536x9216) triton_mm_215 0.0347 ms 100.0% triton_mm_219 0.0350 ms 99.0% triton_mm_207 0.0359 ms 96.7% triton_mm_211 0.0359 ms 96.7% triton_mm_210 0.0366 ms 94.7% triton_mm_204 0.0371 ms 93.6% triton_mm_214 0.0371 ms 93.6% bias_addmm 0.0391 ms 88.8% triton_mm_205 0.0400 ms 86.7% triton_mm_206 0.0406 ms 85.4% SingleProcess AUTOTUNE benchmarking takes 2.1958 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(12x9216, 12x1536, 1536x9216) triton_mm_312 0.0351 ms 100.0% triton_mm_300 0.0352 ms 99.6% triton_mm_308 0.0354 ms 99.0% triton_mm_303 0.0365 ms 96.0% triton_mm_304 0.0367 ms 95.6% triton_mm_297 0.0370 ms 94.8% triton_mm_307 0.0371 ms 94.6% bias_addmm 0.0388 ms 90.3% triton_mm_299 0.0397 ms 88.4% triton_mm_298 0.0400 ms 87.8% SingleProcess AUTOTUNE benchmarking takes 2.2024 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(12x9216, 12x1536, 1536x9216) triton_mm_486 0.0351 ms 100.0% triton_mm_494 0.0354 ms 99.3% triton_mm_498 0.0357 ms 98.4% triton_mm_493 0.0359 ms 97.9% triton_mm_489 0.0366 ms 96.1% triton_mm_490 0.0367 ms 95.8% triton_mm_483 0.0371 ms 94.7% bias_addmm 0.0393 ms 89.4% triton_mm_484 0.0400 ms 87.9% triton_mm_485 0.0406 ms 86.5% SingleProcess AUTOTUNE benchmarking takes 2.2157 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(3432x2048, 3432x1536, 1536x2048) triton_mm_592 0.0971 ms 100.0% triton_mm_591 0.0980 ms 99.1% triton_mm_593 0.1069 ms 90.8% triton_mm_586 0.1172 ms 82.8% triton_mm_584 0.1220 ms 79.6% triton_mm_588 0.1223 ms 79.4% bias_addmm 0.1283 ms 75.7% triton_mm_585 0.1348 ms 72.0% triton_mm_589 0.1366 ms 71.1% addmm 0.1410 ms 68.9% SingleProcess AUTOTUNE benchmarking takes 2.5472 seconds and 0.0162 seconds precompiling AUTOTUNE mm(3432x2048, 2048x768) mm 0.0581 ms 100.0% triton_mm_626 0.0603 ms 96.3% triton_mm_624 0.0609 ms 95.3% triton_mm_622 0.0621 ms 93.6% triton_mm_630 0.0638 ms 91.1% triton_mm_629 0.0639 ms 90.9% triton_mm_631 0.0667 ms 87.1% triton_mm_625 0.0691 ms 84.1% triton_mm_627 0.0713 ms 81.5% triton_mm_623 0.0723 ms 80.4% SingleProcess AUTOTUNE benchmarking takes 2.4972 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(12x9216, 12x1536, 1536x9216) triton_mm_644 0.0347 ms 100.0% triton_mm_648 0.0357 ms 97.1% triton_mm_636 0.0358 ms 97.0% triton_mm_643 0.0359 ms 96.7% triton_mm_640 0.0360 ms 96.5% triton_mm_639 0.0362 ms 95.8% triton_mm_633 0.0371 ms 93.7% bias_addmm 0.0374 ms 92.8% triton_mm_634 0.0395 ms 87.9% triton_mm_635 0.0406 ms 85.6% SingleProcess AUTOTUNE benchmarking takes 2.2154 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(12x9216, 12x1536, 1536x9216) triton_mm_737 0.0347 ms 100.0% triton_mm_729 0.0351 ms 99.0% triton_mm_741 0.0357 ms 97.1% triton_mm_733 0.0359 ms 96.7% triton_mm_736 0.0359 ms 96.7% triton_mm_732 0.0366 ms 94.8% triton_mm_726 0.0370 ms 93.9% bias_addmm 0.0393 ms 88.4% triton_mm_727 0.0397 ms 87.5% triton_mm_728 0.0399 ms 87.1% SingleProcess AUTOTUNE benchmarking takes 2.2137 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x1536, 1536x3072) triton_mm_2310 0.0164 ms 100.0% triton_mm_2314 0.0177 ms 93.1% triton_mm_2318 0.0182 ms 90.5% triton_mm_2322 0.0194 ms 84.7% mm 0.0212 ms 77.6% triton_mm_2309 0.0212 ms 77.4% triton_mm_2308 0.0217 ms 75.8% triton_mm_2307 0.0217 ms 75.7% triton_mm_2313 0.0224 ms 73.3% triton_mm_2317 0.0245 ms 67.1% SingleProcess AUTOTUNE benchmarking takes 7.2232 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(3432x32768, 3432x1536, 1536x32768) bias_addmm 1.5081 ms 100.0% triton_mm_2340 1.5102 ms 99.9% triton_mm_2339 1.5516 ms 97.2% triton_mm_2341 1.6840 ms 89.6% triton_mm_2334 1.8376 ms 82.1% addmm 1.8948 ms 79.6% triton_mm_2336 1.9053 ms 79.2% triton_mm_2332 1.9678 ms 76.6% triton_mm_2333 2.1356 ms 70.6% triton_mm_2335 2.1401 ms 70.5% SingleProcess AUTOTUNE benchmarking takes 12.1070 seconds and 0.0000 seconds precompiling /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(32768x3432, 3432x1536) triton_mm_2377 1.4039 ms 100.0% triton_mm_2378 1.4486 ms 96.9% triton_mm_2379 1.5443 ms 90.9% mm 1.5552 ms 90.3% triton_mm_2372 1.7613 ms 79.7% triton_mm_2370 1.7930 ms 78.3% triton_mm_2374 1.8499 ms 75.9% triton_mm_2373 1.9031 ms 73.8% triton_mm_2371 1.9636 ms 71.5% triton_mm_2375 1.9670 ms 71.4% SingleProcess AUTOTUNE benchmarking takes 9.6357 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x6144) mm 0.2778 ms 100.0% triton_mm_2448 0.2836 ms 98.0% triton_mm_2449 0.2936 ms 94.6% triton_mm_2450 0.3069 ms 90.5% triton_mm_2443 0.3406 ms 81.6% triton_mm_2445 0.3468 ms 80.1% triton_mm_2441 0.3476 ms 79.9% triton_mm_2446 0.3696 ms 75.2% triton_mm_2444 0.3699 ms 75.1% triton_mm_2442 0.3776 ms 73.6% SingleProcess AUTOTUNE benchmarking takes 2.5422 seconds and 0.0010 seconds precompiling AUTOTUNE mm(3072x12, 12x1536) triton_mm_2402 0.0135 ms 100.0% triton_mm_2404 0.0135 ms 100.0% triton_mm_2405 0.0142 ms 94.8% triton_mm_2409 0.0145 ms 93.2% triton_mm_2399 0.0146 ms 92.3% triton_mm_2401 0.0146 ms 92.3% triton_mm_2411 0.0148 ms 91.5% triton_mm_2403 0.0148 ms 91.5% triton_mm_2400 0.0149 ms 90.6% triton_mm_2410 0.0150 ms 89.8% SingleProcess AUTOTUNE benchmarking takes 6.3588 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x3072, 3072x1536) triton_mm_2384 0.0185 ms 100.0% triton_mm_2388 0.0191 ms 96.8% triton_mm_2392 0.0225 ms 82.4% mm 0.0226 ms 82.0% triton_mm_2396 0.0262 ms 70.7% triton_mm_2382 0.0294 ms 63.1% triton_mm_2383 0.0297 ms 62.3% triton_mm_2387 0.0298 ms 62.2% triton_mm_2391 0.0317 ms 58.4% triton_mm_2381 0.0331 ms 56.1% SingleProcess AUTOTUNE benchmarking takes 2.1133 seconds and 0.0010 seconds precompiling AUTOTUNE mm(3432x32768, 32768x1536) mm 1.3603 ms 100.0% triton_mm_2359 1.4541 ms 93.6% triton_mm_2358 1.4561 ms 93.4% triton_mm_2360 1.4608 ms 93.1% triton_mm_2351 1.8469 ms 73.7% triton_mm_2354 1.8580 ms 73.2% triton_mm_2353 1.8845 ms 72.2% triton_mm_2352 1.9582 ms 69.5% triton_mm_2355 1.9729 ms 68.9% triton_mm_2356 2.0188 ms 67.4% SingleProcess AUTOTUNE benchmarking takes 2.8248 seconds and 0.0010 seconds precompiling AUTOTUNE mm(3432x1536, 1536x6144) triton_mm_2429 0.2736 ms 100.0% triton_mm_2430 0.2849 ms 96.1% triton_mm_2431 0.3045 ms 89.9% mm 0.3063 ms 89.3% triton_mm_2424 0.3408 ms 80.3% triton_mm_2422 0.3442 ms 79.5% triton_mm_2426 0.3467 ms 78.9% triton_mm_2423 0.3623 ms 75.5% triton_mm_2427 0.3718 ms 73.6% triton_mm_2425 0.3882 ms 70.5% SingleProcess AUTOTUNE benchmarking takes 2.5429 seconds and 0.0009 seconds precompiling AUTOTUNE mm(6144x3432, 3432x1536) triton_mm_2486 0.2792 ms 100.0% mm 0.2819 ms 99.1% triton_mm_2487 0.2929 ms 95.3% triton_mm_2488 0.3081 ms 90.6% triton_mm_2481 0.3296 ms 84.7% triton_mm_2479 0.3407 ms 81.9% triton_mm_2483 0.3447 ms 81.0% triton_mm_2482 0.3621 ms 77.1% triton_mm_2484 0.3704 ms 75.4% triton_mm_2480 0.3725 ms 74.9% SingleProcess AUTOTUNE benchmarking takes 9.6379 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x6144, 6144x1536) triton_mm_2467 0.2716 ms 100.0% triton_mm_2468 0.2741 ms 99.1% triton_mm_2469 0.2762 ms 98.4% mm 0.2818 ms 96.4% triton_mm_2460 0.3312 ms 82.0% triton_mm_2462 0.3316 ms 81.9% triton_mm_2464 0.3368 ms 80.7% triton_mm_2463 0.3572 ms 76.1% triton_mm_2461 0.3631 ms 74.8% triton_mm_2465 0.3711 ms 73.2% SingleProcess AUTOTUNE benchmarking takes 9.8447 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x3432, 3432x1536) triton_mm_2562 0.1934 ms 100.0% triton_mm_2563 0.2016 ms 95.9% triton_mm_2564 0.2115 ms 91.4% mm 0.2168 ms 89.2% triton_mm_2557 0.2567 ms 75.3% triton_mm_2555 0.2572 ms 75.2% triton_mm_2559 0.2605 ms 74.2% triton_mm_2558 0.2716 ms 71.2% triton_mm_2560 0.2733 ms 70.8% triton_mm_2556 0.2741 ms 70.6% SingleProcess AUTOTUNE benchmarking takes 9.8547 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x4608, 4608x1536) triton_mm_2543 0.2059 ms 100.0% triton_mm_2544 0.2068 ms 99.6% triton_mm_2545 0.2086 ms 98.7% mm 0.2319 ms 88.8% triton_mm_2538 0.2499 ms 82.4% triton_mm_2536 0.2505 ms 82.2% triton_mm_2540 0.2539 ms 81.1% triton_mm_2539 0.2668 ms 77.2% triton_mm_2537 0.2743 ms 75.1% triton_mm_2541 0.2798 ms 73.6% SingleProcess AUTOTUNE benchmarking takes 2.5229 seconds and 0.0010 seconds precompiling AUTOTUNE mm(1536x3432, 3432x1536) mm 0.0798 ms 100.0% triton_mm_2517 0.0910 ms 87.7% triton_mm_2521 0.0914 ms 87.4% triton_mm_2524 0.0929 ms 85.9% triton_mm_2519 0.0958 ms 83.3% triton_mm_2525 0.1004 ms 79.5% triton_mm_2526 0.1025 ms 77.8% triton_mm_2520 0.1027 ms 77.7% triton_mm_2522 0.1046 ms 76.3% triton_mm_2518 0.1055 ms 75.6% SingleProcess AUTOTUNE benchmarking takes 2.4378 seconds and 0.0009 seconds precompiling AUTOTUNE mm(3432x1536, 1536x1536) mm 0.0716 ms 100.0% triton_mm_2506 0.0761 ms 94.0% triton_mm_2505 0.0762 ms 93.9% triton_mm_2507 0.0795 ms 90.0% triton_mm_2498 0.0882 ms 81.1% triton_mm_2500 0.0891 ms 80.3% triton_mm_2502 0.0893 ms 80.1% triton_mm_2499 0.0937 ms 76.4% triton_mm_2503 0.0979 ms 73.1% triton_mm_2501 0.1036 ms 69.1% SingleProcess AUTOTUNE benchmarking takes 2.4221 seconds and 0.0010 seconds precompiling AUTOTUNE mm(9216x12, 12x1536) triton_mm_2593 0.0243 ms 100.0% triton_mm_2590 0.0245 ms 99.2% triton_mm_2594 0.0250 ms 97.2% triton_mm_2596 0.0250 ms 97.2% triton_mm_2587 0.0251 ms 96.8% triton_mm_2589 0.0252 ms 96.6% triton_mm_2591 0.0255 ms 95.2% triton_mm_2592 0.0256 ms 95.0% triton_mm_2588 0.0256 ms 94.8% triton_mm_2597 0.0259 ms 93.9% SingleProcess AUTOTUNE benchmarking takes 5.1347 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x6144) mm 0.2819 ms 100.0% triton_mm_2633 0.2846 ms 99.1% triton_mm_2634 0.2932 ms 96.1% triton_mm_2635 0.3088 ms 91.3% triton_mm_2628 0.3412 ms 82.6% triton_mm_2630 0.3479 ms 81.0% triton_mm_2626 0.3485 ms 80.9% triton_mm_2631 0.3700 ms 76.2% triton_mm_2629 0.3705 ms 76.1% triton_mm_2627 0.3783 ms 74.5% SingleProcess AUTOTUNE benchmarking takes 2.5436 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x9216, 9216x1536) triton_mm_2573 0.0380 ms 100.0% mm 0.0394 ms 96.4% triton_mm_2569 0.0417 ms 91.2% triton_mm_2577 0.0469 ms 81.0% triton_mm_2581 0.0573 ms 66.4% triton_mm_2568 0.0705 ms 53.9% triton_mm_2567 0.0715 ms 53.2% triton_mm_2572 0.0769 ms 49.4% triton_mm_2576 0.0823 ms 46.2% triton_mm_2566 0.0865 ms 43.9% SingleProcess AUTOTUNE benchmarking takes 6.2967 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x6144) triton_mm_2614 0.2733 ms 100.0% triton_mm_2615 0.2844 ms 96.1% mm 0.3032 ms 90.2% triton_mm_2616 0.3052 ms 89.6% triton_mm_2609 0.3411 ms 80.1% triton_mm_2607 0.3444 ms 79.4% triton_mm_2611 0.3462 ms 78.9% triton_mm_2608 0.3626 ms 75.4% triton_mm_2612 0.3709 ms 73.7% triton_mm_2610 0.3905 ms 70.0% SingleProcess AUTOTUNE benchmarking takes 2.5435 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x3432, 3432x1536) triton_mm_2671 0.2795 ms 100.0% mm 0.2796 ms 100.0% triton_mm_2672 0.2930 ms 95.4% triton_mm_2673 0.3085 ms 90.6% triton_mm_2666 0.3337 ms 83.7% triton_mm_2664 0.3419 ms 81.7% triton_mm_2668 0.3448 ms 81.0% triton_mm_2667 0.3635 ms 76.9% triton_mm_2669 0.3703 ms 75.5% triton_mm_2665 0.3748 ms 74.6% SingleProcess AUTOTUNE benchmarking takes 2.5439 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x6144, 6144x1536) triton_mm_2652 0.2710 ms 100.0% triton_mm_2653 0.2739 ms 98.9% triton_mm_2654 0.2760 ms 98.2% mm 0.2801 ms 96.8% triton_mm_2647 0.3321 ms 81.6% triton_mm_2645 0.3330 ms 81.4% triton_mm_2649 0.3368 ms 80.5% triton_mm_2648 0.3564 ms 76.0% triton_mm_2646 0.3638 ms 74.5% triton_mm_2650 0.3710 ms 73.0% SingleProcess AUTOTUNE benchmarking takes 2.5426 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x3432, 3432x1536) mm 0.1855 ms 100.0% triton_mm_2747 0.1939 ms 95.7% triton_mm_2748 0.2013 ms 92.1% triton_mm_2749 0.2129 ms 87.1% triton_mm_2742 0.2573 ms 72.1% triton_mm_2740 0.2577 ms 72.0% triton_mm_2744 0.2612 ms 71.0% triton_mm_2741 0.2737 ms 67.8% triton_mm_2743 0.2738 ms 67.7% triton_mm_2745 0.2741 ms 67.7% SingleProcess AUTOTUNE benchmarking takes 2.5141 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x4608, 4608x1536) triton_mm_2728 0.2057 ms 100.0% triton_mm_2729 0.2076 ms 99.1% triton_mm_2730 0.2092 ms 98.3% mm 0.2315 ms 88.9% triton_mm_2723 0.2514 ms 81.8% triton_mm_2721 0.2514 ms 81.8% triton_mm_2725 0.2561 ms 80.3% triton_mm_2724 0.2680 ms 76.7% triton_mm_2722 0.2745 ms 74.9% triton_mm_2726 0.2799 ms 73.5% SingleProcess AUTOTUNE benchmarking takes 2.5155 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x1536) mm 0.0812 ms 100.0% triton_mm_2702 0.0906 ms 89.6% triton_mm_2706 0.0917 ms 88.5% triton_mm_2709 0.0925 ms 87.7% triton_mm_2704 0.0970 ms 83.7% triton_mm_2710 0.1005 ms 80.7% triton_mm_2711 0.1029 ms 78.9% triton_mm_2705 0.1030 ms 78.8% triton_mm_2707 0.1041 ms 78.0% triton_mm_2703 0.1066 ms 76.1% SingleProcess AUTOTUNE benchmarking takes 2.4090 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x1536) mm 0.0726 ms 100.0% triton_mm_2690 0.0754 ms 96.2% triton_mm_2691 0.0762 ms 95.3% triton_mm_2692 0.0795 ms 91.3% triton_mm_2683 0.0892 ms 81.3% triton_mm_2685 0.0894 ms 81.2% triton_mm_2687 0.0895 ms 81.1% triton_mm_2684 0.0932 ms 77.9% triton_mm_2688 0.0972 ms 74.7% triton_mm_2686 0.1037 ms 70.0% SingleProcess AUTOTUNE benchmarking takes 2.4076 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x12, 12x1536) triton_mm_2779 0.0236 ms 100.0% triton_mm_2774 0.0239 ms 99.1% triton_mm_2776 0.0241 ms 98.0% triton_mm_2778 0.0243 ms 97.4% triton_mm_2773 0.0244 ms 97.1% triton_mm_2777 0.0244 ms 96.7% triton_mm_2772 0.0250 ms 94.7% triton_mm_2775 0.0254 ms 93.2% triton_mm_2782 0.0259 ms 91.3% triton_mm_2781 0.0261 ms 90.6% SingleProcess AUTOTUNE benchmarking takes 2.0290 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x6144) mm 0.2804 ms 100.0% triton_mm_2818 0.2838 ms 98.8% triton_mm_2819 0.2945 ms 95.2% triton_mm_2820 0.3079 ms 91.1% triton_mm_2813 0.3418 ms 82.0% triton_mm_2815 0.3486 ms 80.4% triton_mm_2811 0.3502 ms 80.1% triton_mm_2814 0.3706 ms 75.7% triton_mm_2816 0.3721 ms 75.3% triton_mm_2812 0.3792 ms 73.9% SingleProcess AUTOTUNE benchmarking takes 2.5387 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x9216, 9216x1536) triton_mm_2758 0.0390 ms 100.0% mm 0.0394 ms 99.0% triton_mm_2754 0.0417 ms 93.5% triton_mm_2762 0.0470 ms 82.9% triton_mm_2766 0.0565 ms 69.0% triton_mm_2753 0.0712 ms 54.8% triton_mm_2752 0.0722 ms 54.0% triton_mm_2757 0.0768 ms 50.7% triton_mm_2761 0.0830 ms 47.0% triton_mm_2751 0.0865 ms 45.1% SingleProcess AUTOTUNE benchmarking takes 2.1314 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x3432, 3432x1536) mm 0.2797 ms 100.0% triton_mm_2856 0.2804 ms 99.7% triton_mm_2857 0.2933 ms 95.4% triton_mm_2858 0.3096 ms 90.3% triton_mm_2851 0.3332 ms 83.9% triton_mm_2849 0.3409 ms 82.0% triton_mm_2853 0.3458 ms 80.9% triton_mm_2852 0.3642 ms 76.8% triton_mm_2854 0.3721 ms 75.2% triton_mm_2850 0.3746 ms 74.7% SingleProcess AUTOTUNE benchmarking takes 2.5375 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x6144, 6144x1536) triton_mm_2837 0.2721 ms 100.0% triton_mm_2838 0.2750 ms 98.9% triton_mm_2839 0.2776 ms 98.0% mm 0.2812 ms 96.7% triton_mm_2830 0.3314 ms 82.1% triton_mm_2832 0.3318 ms 82.0% triton_mm_2834 0.3380 ms 80.5% triton_mm_2833 0.3581 ms 76.0% triton_mm_2831 0.3628 ms 75.0% triton_mm_2835 0.3712 ms 73.3% SingleProcess AUTOTUNE benchmarking takes 2.5435 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x3432, 3432x1536) mm 0.1871 ms 100.0% triton_mm_2932 0.1950 ms 95.9% triton_mm_2933 0.2027 ms 92.3% triton_mm_2934 0.2126 ms 88.0% triton_mm_2927 0.2559 ms 73.1% triton_mm_2925 0.2587 ms 72.3% triton_mm_2929 0.2601 ms 71.9% triton_mm_2928 0.2721 ms 68.8% triton_mm_2930 0.2731 ms 68.5% triton_mm_2926 0.2761 ms 67.8% SingleProcess AUTOTUNE benchmarking takes 2.5068 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x4608, 4608x1536) triton_mm_2913 0.2061 ms 100.0% triton_mm_2914 0.2078 ms 99.2% triton_mm_2915 0.2101 ms 98.1% mm 0.2310 ms 89.2% triton_mm_2908 0.2513 ms 82.0% triton_mm_2906 0.2522 ms 81.7% triton_mm_2910 0.2563 ms 80.4% triton_mm_2909 0.2678 ms 77.0% triton_mm_2907 0.2753 ms 74.9% triton_mm_2911 0.2802 ms 73.6% SingleProcess AUTOTUNE benchmarking takes 2.5115 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x1536) mm 0.0806 ms 100.0% triton_mm_2891 0.0909 ms 88.6% triton_mm_2887 0.0916 ms 88.0% triton_mm_2894 0.0919 ms 87.7% triton_mm_2889 0.0972 ms 82.9% triton_mm_2895 0.0997 ms 80.8% triton_mm_2890 0.1020 ms 79.0% triton_mm_2896 0.1030 ms 78.2% triton_mm_2892 0.1041 ms 77.4% triton_mm_2888 0.1058 ms 76.2% SingleProcess AUTOTUNE benchmarking takes 2.4161 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x1536) mm 0.0727 ms 100.0% triton_mm_2875 0.0755 ms 96.3% triton_mm_2876 0.0771 ms 94.3% triton_mm_2877 0.0787 ms 92.4% triton_mm_2868 0.0884 ms 82.2% triton_mm_2870 0.0886 ms 82.1% triton_mm_2872 0.0906 ms 80.2% triton_mm_2869 0.0941 ms 77.2% triton_mm_2873 0.0972 ms 74.8% triton_mm_2871 0.1029 ms 70.6% SingleProcess AUTOTUNE benchmarking takes 2.4080 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x12, 12x1536) triton_mm_2964 0.0236 ms 100.0% triton_mm_2957 0.0238 ms 99.1% triton_mm_2961 0.0241 ms 97.9% triton_mm_2958 0.0244 ms 96.8% triton_mm_2960 0.0244 ms 96.8% triton_mm_2962 0.0245 ms 96.5% triton_mm_2959 0.0249 ms 94.7% triton_mm_2963 0.0253 ms 93.4% triton_mm_2965 0.0259 ms 91.3% triton_mm_2966 0.0261 ms 90.6% SingleProcess AUTOTUNE benchmarking takes 3.2661 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x6144) mm 0.2795 ms 100.0% triton_mm_3003 0.2856 ms 97.8% triton_mm_3004 0.2943 ms 95.0% triton_mm_3005 0.3084 ms 90.6% triton_mm_2998 0.3416 ms 81.8% triton_mm_3000 0.3479 ms 80.3% triton_mm_2996 0.3484 ms 80.2% triton_mm_3001 0.3706 ms 75.4% triton_mm_2999 0.3715 ms 75.2% triton_mm_2997 0.3797 ms 73.6% SingleProcess AUTOTUNE benchmarking takes 2.5505 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x9216, 9216x1536) triton_mm_2943 0.0379 ms 100.0% mm 0.0395 ms 96.0% triton_mm_2939 0.0420 ms 90.4% triton_mm_2947 0.0459 ms 82.7% triton_mm_2951 0.0575 ms 65.9% triton_mm_2938 0.0712 ms 53.2% triton_mm_2937 0.0723 ms 52.5% triton_mm_2942 0.0777 ms 48.8% triton_mm_2946 0.0822 ms 46.1% triton_mm_2936 0.0865 ms 43.9% SingleProcess AUTOTUNE benchmarking takes 2.1440 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x3432, 3432x1536) mm 0.1863 ms 100.0% triton_mm_3117 0.1941 ms 96.0% triton_mm_3118 0.2017 ms 92.4% triton_mm_3119 0.2123 ms 87.7% triton_mm_3112 0.2563 ms 72.7% triton_mm_3110 0.2577 ms 72.3% triton_mm_3114 0.2605 ms 71.5% triton_mm_3113 0.2722 ms 68.4% triton_mm_3115 0.2738 ms 68.0% triton_mm_3111 0.2748 ms 67.8% SingleProcess AUTOTUNE benchmarking takes 2.5207 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x4608, 4608x1536) triton_mm_3098 0.2063 ms 100.0% triton_mm_3099 0.2069 ms 99.7% triton_mm_3100 0.2088 ms 98.8% mm 0.2311 ms 89.3% triton_mm_3091 0.2497 ms 82.6% triton_mm_3093 0.2498 ms 82.6% triton_mm_3095 0.2555 ms 80.8% triton_mm_3094 0.2685 ms 76.8% triton_mm_3092 0.2730 ms 75.6% triton_mm_3096 0.2810 ms 73.4% SingleProcess AUTOTUNE benchmarking takes 2.5246 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x1536) mm 0.0812 ms 100.0% triton_mm_3072 0.0906 ms 89.7% triton_mm_3076 0.0909 ms 89.4% triton_mm_3079 0.0919 ms 88.4% triton_mm_3074 0.0970 ms 83.7% triton_mm_3080 0.0996 ms 81.5% triton_mm_3075 0.1019 ms 79.7% triton_mm_3081 0.1030 ms 78.9% triton_mm_3077 0.1041 ms 78.1% triton_mm_3073 0.1069 ms 76.0% SingleProcess AUTOTUNE benchmarking takes 2.4327 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x1536) mm 0.0726 ms 100.0% triton_mm_3060 0.0762 ms 95.3% triton_mm_3061 0.0762 ms 95.2% triton_mm_3062 0.0794 ms 91.4% triton_mm_3053 0.0892 ms 81.3% triton_mm_3055 0.0895 ms 81.1% triton_mm_3057 0.0895 ms 81.1% triton_mm_3054 0.0932 ms 77.8% triton_mm_3058 0.0982 ms 73.9% triton_mm_3056 0.1037 ms 70.0% SingleProcess AUTOTUNE benchmarking takes 2.4351 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x12, 12x1536) triton_mm_3149 0.0236 ms 100.0% triton_mm_3142 0.0239 ms 99.1% triton_mm_3144 0.0239 ms 98.9% triton_mm_3146 0.0242 ms 97.9% triton_mm_3148 0.0243 ms 97.2% triton_mm_3143 0.0244 ms 97.0% triton_mm_3145 0.0244 ms 96.7% triton_mm_3147 0.0244 ms 96.7% triton_mm_3150 0.0258 ms 91.6% triton_mm_3151 0.0262 ms 90.2% SingleProcess AUTOTUNE benchmarking takes 2.0384 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x6144) mm 0.2790 ms 100.0% triton_mm_3188 0.2848 ms 98.0% triton_mm_3189 0.2959 ms 94.3% triton_mm_3190 0.3080 ms 90.6% triton_mm_3183 0.3410 ms 81.8% triton_mm_3181 0.3483 ms 80.1% triton_mm_3185 0.3493 ms 79.9% triton_mm_3186 0.3712 ms 75.2% triton_mm_3184 0.3716 ms 75.1% triton_mm_3182 0.3792 ms 73.6% SingleProcess AUTOTUNE benchmarking takes 2.5508 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x9216, 9216x1536) triton_mm_3128 0.0380 ms 100.0% mm 0.0395 ms 96.4% triton_mm_3124 0.0416 ms 91.3% triton_mm_3132 0.0472 ms 80.6% triton_mm_3136 0.0565 ms 67.3% triton_mm_3123 0.0705 ms 53.9% triton_mm_3122 0.0716 ms 53.1% triton_mm_3127 0.0769 ms 49.4% triton_mm_3131 0.0831 ms 45.7% triton_mm_3121 0.0865 ms 43.9% SingleProcess AUTOTUNE benchmarking takes 2.1362 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x1536) mm 0.0721 ms 100.0% triton_mm_3245 0.0766 ms 94.0% triton_mm_3246 0.0771 ms 93.5% triton_mm_3247 0.0788 ms 91.5% triton_mm_3240 0.0881 ms 81.8% triton_mm_3238 0.0883 ms 81.6% triton_mm_3242 0.0892 ms 80.8% triton_mm_3239 0.0936 ms 77.0% triton_mm_3243 0.0978 ms 73.7% triton_mm_3241 0.1033 ms 69.8% SingleProcess AUTOTUNE benchmarking takes 2.4183 seconds and 0.0000 seconds precompiling AUTOTUNE mm(12x9216, 9216x1536) triton_mm_3313 0.0391 ms 100.0% mm 0.0394 ms 99.2% triton_mm_3309 0.0417 ms 93.7% triton_mm_3317 0.0459 ms 85.3% triton_mm_3321 0.0576 ms 67.9% triton_mm_3308 0.0705 ms 55.5% triton_mm_3307 0.0715 ms 54.7% triton_mm_3312 0.0769 ms 50.8% triton_mm_3316 0.0822 ms 47.6% triton_mm_3306 0.0864 ms 45.2% SingleProcess AUTOTUNE benchmarking takes 2.1508 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x1536) mm 0.0711 ms 100.0% triton_mm_3430 0.0758 ms 93.8% triton_mm_3431 0.0761 ms 93.4% triton_mm_3432 0.0796 ms 89.3% triton_mm_3425 0.0880 ms 80.8% triton_mm_3423 0.0883 ms 80.6% triton_mm_3427 0.0899 ms 79.1% triton_mm_3424 0.0934 ms 76.1% triton_mm_3428 0.0970 ms 73.3% triton_mm_3426 0.1025 ms 69.4% SingleProcess AUTOTUNE benchmarking takes 2.4342 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x12, 12x1536) triton_mm_3519 0.0236 ms 100.0% triton_mm_3512 0.0239 ms 98.8% triton_mm_3516 0.0241 ms 97.9% triton_mm_3518 0.0243 ms 97.2% triton_mm_3514 0.0249 ms 94.7% triton_mm_3517 0.0254 ms 92.9% triton_mm_3515 0.0255 ms 92.7% triton_mm_3513 0.0255 ms 92.5% triton_mm_3520 0.0259 ms 91.3% triton_mm_3521 0.0261 ms 90.6% SingleProcess AUTOTUNE benchmarking takes 2.0524 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3432, 3432x6144) mm 0.2781 ms 100.0% triton_mm_3558 0.2850 ms 97.6% triton_mm_3559 0.2935 ms 94.8% triton_mm_3560 0.3095 ms 89.8% triton_mm_3553 0.3412 ms 81.5% triton_mm_3555 0.3477 ms 80.0% triton_mm_3551 0.3489 ms 79.7% triton_mm_3556 0.3700 ms 75.2% triton_mm_3554 0.3702 ms 75.1% triton_mm_3552 0.3781 ms 73.5% SingleProcess AUTOTUNE benchmarking takes 2.5493 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x1536) mm 0.0714 ms 100.0% triton_mm_3615 0.0764 ms 93.4% triton_mm_3616 0.0769 ms 92.8% triton_mm_3617 0.0787 ms 90.7% triton_mm_3608 0.0882 ms 80.9% triton_mm_3610 0.0889 ms 80.2% triton_mm_3612 0.0892 ms 80.0% triton_mm_3609 0.0935 ms 76.3% triton_mm_3613 0.0979 ms 72.9% triton_mm_3611 0.1032 ms 69.1% SingleProcess AUTOTUNE benchmarking takes 2.4326 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x1536) mm 0.0713 ms 100.0% triton_mm_3800 0.0758 ms 94.0% triton_mm_3801 0.0762 ms 93.6% triton_mm_3802 0.0796 ms 89.6% triton_mm_3795 0.0889 ms 80.2% triton_mm_3793 0.0890 ms 80.1% triton_mm_3797 0.0891 ms 80.0% triton_mm_3794 0.0926 ms 77.0% triton_mm_3798 0.0980 ms 72.7% triton_mm_3796 0.1033 ms 69.0% SingleProcess AUTOTUNE benchmarking takes 2.4375 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x1536) mm 0.0724 ms 100.0% triton_mm_3985 0.0758 ms 95.6% triton_mm_3986 0.0762 ms 95.1% triton_mm_3987 0.0798 ms 90.8% triton_mm_3980 0.0880 ms 82.3% triton_mm_3978 0.0882 ms 82.1% triton_mm_3982 0.0900 ms 80.5% triton_mm_3979 0.0936 ms 77.4% triton_mm_3983 0.0970 ms 74.7% triton_mm_3981 0.1025 ms 70.7% SingleProcess AUTOTUNE benchmarking takes 2.4244 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x1536) mm 0.0722 ms 100.0% triton_mm_4170 0.0766 ms 94.2% triton_mm_4171 0.0771 ms 93.6% triton_mm_4172 0.0787 ms 91.7% triton_mm_4165 0.0881 ms 81.9% triton_mm_4163 0.0882 ms 81.8% triton_mm_4167 0.0900 ms 80.2% triton_mm_4164 0.0935 ms 77.2% triton_mm_4168 0.0971 ms 74.4% triton_mm_4166 0.1025 ms 70.4% SingleProcess AUTOTUNE benchmarking takes 2.4309 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x1536, 1536x1536) mm 0.0713 ms 100.0% triton_mm_4356 0.0762 ms 93.5% triton_mm_4355 0.0766 ms 93.1% triton_mm_4357 0.0798 ms 89.3% triton_mm_4348 0.0882 ms 80.8% triton_mm_4350 0.0889 ms 80.2% triton_mm_4352 0.0892 ms 79.9% triton_mm_4349 0.0935 ms 76.2% triton_mm_4353 0.0979 ms 72.8% triton_mm_4351 0.1033 ms 69.0% SingleProcess AUTOTUNE benchmarking takes 2.4228 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x2048, 2048x2048) triton_mm_5797 0.1206 ms 100.0% triton_mm_5798 0.1250 ms 96.4% triton_mm_5799 0.1320 ms 91.3% mm 0.1379 ms 87.4% triton_mm_5794 0.1481 ms 81.4% triton_mm_5790 0.1521 ms 79.3% triton_mm_5792 0.1537 ms 78.5% triton_mm_5791 0.1648 ms 73.2% triton_mm_5793 0.1659 ms 72.7% triton_mm_5795 0.1679 ms 71.8% SingleProcess AUTOTUNE benchmarking takes 2.5892 seconds and 0.0000 seconds precompiling AUTOTUNE mm(2048x3432, 3432x2048) mm 0.1275 ms 100.0% triton_mm_5816 0.1465 ms 87.0% triton_mm_5817 0.1504 ms 84.8% triton_mm_5818 0.1531 ms 83.3% triton_mm_5809 0.1631 ms 78.1% triton_mm_5813 0.1634 ms 78.0% triton_mm_5811 0.1660 ms 76.8% triton_mm_5812 0.1686 ms 75.6% triton_mm_5814 0.1707 ms 74.7% triton_mm_5810 0.1733 ms 73.6% SingleProcess AUTOTUNE benchmarking takes 2.5631 seconds and 0.0000 seconds precompiling AUTOTUNE mm(2048x3432, 3432x1536) mm 0.0957 ms 100.0% triton_mm_5854 0.0958 ms 100.0% triton_mm_5855 0.1011 ms 94.7% triton_mm_5856 0.1060 ms 90.4% triton_mm_5850 0.1340 ms 71.4% triton_mm_5852 0.1353 ms 70.8% triton_mm_5848 0.1383 ms 69.2% triton_mm_5847 0.1402 ms 68.3% triton_mm_5851 0.1405 ms 68.1% triton_mm_5849 0.1407 ms 68.0% SingleProcess AUTOTUNE benchmarking takes 9.5997 seconds and 0.0000 seconds precompiling AUTOTUNE mm(768x3432, 3432x2048) triton_mm_5780 0.0554 ms 100.0% mm 0.0560 ms 98.9% triton_mm_5779 0.0621 ms 89.2% triton_mm_5773 0.0649 ms 85.4% triton_mm_5778 0.0692 ms 80.1% triton_mm_5775 0.0703 ms 78.9% triton_mm_5771 0.0704 ms 78.7% triton_mm_5774 0.0716 ms 77.4% triton_mm_5776 0.0718 ms 77.2% triton_mm_5772 0.0744 ms 74.5% SingleProcess AUTOTUNE benchmarking takes 2.4878 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3432x2048, 2048x1536) mm 0.0920 ms 100.0% triton_mm_5835 0.0965 ms 95.4% triton_mm_5836 0.0987 ms 93.3% triton_mm_5837 0.0999 ms 92.1% triton_mm_5832 0.1128 ms 81.6% triton_mm_5830 0.1141 ms 80.6% triton_mm_5828 0.1145 ms 80.4% triton_mm_5831 0.1263 ms 72.9% triton_mm_5829 0.1265 ms 72.8% triton_mm_5833 0.1277 ms 72.1% SingleProcess AUTOTUNE benchmarking takes 10.2512 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x3420, 3420x28) mm 0.0291 ms 100.0% triton_mm_6969 0.0352 ms 82.5% triton_mm_6970 0.0399 ms 72.9% triton_mm_6968 0.0405 ms 71.8% triton_mm_6977 0.0407 ms 71.4% triton_mm_6974 0.0413 ms 70.3% triton_mm_6971 0.0423 ms 68.7% triton_mm_6978 0.0431 ms 67.4% triton_mm_6982 0.0446 ms 65.1% triton_mm_6976 0.0467 ms 62.3% SingleProcess AUTOTUNE benchmarking takes 6.9842 seconds and 0.0000 seconds precompiling /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): Validation Progress: 0%| | 0/44 [00:00 VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2207: UserWarning: Overwriting vit_tiny_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2216: UserWarning: Overwriting vit_small_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2225: UserWarning: Overwriting vit_small_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2234: UserWarning: Overwriting vit_small_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2243: UserWarning: Overwriting vit_small_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2252: UserWarning: Overwriting vit_small_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2261: UserWarning: Overwriting vit_base_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2271: UserWarning: Overwriting vit_base_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2281: UserWarning: Overwriting vit_base_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2291: UserWarning: Overwriting vit_base_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2301: UserWarning: Overwriting vit_base_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2311: UserWarning: Overwriting vit_large_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2320: UserWarning: Overwriting vit_large_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2330: UserWarning: Overwriting vit_large_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2340: UserWarning: Overwriting vit_large_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2350: UserWarning: Overwriting vit_large_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2359: UserWarning: Overwriting vit_huge_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2368: UserWarning: Overwriting vit_giant_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2377: UserWarning: Overwriting vit_gigantic_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2387: UserWarning: Overwriting vit_base_patch16_224_miil in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224_miil. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224_miil(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2398: UserWarning: Overwriting vit_medium_patch16_gap_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2410: UserWarning: Overwriting vit_medium_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2422: UserWarning: Overwriting vit_medium_patch16_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2434: UserWarning: Overwriting vit_betwixt_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2446: UserWarning: Overwriting vit_base_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2457: UserWarning: Overwriting vit_huge_patch14_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2468: UserWarning: Overwriting vit_huge_patch16_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch16_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch16_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2479: UserWarning: Overwriting vit_giant_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2491: UserWarning: Overwriting vit_xsmall_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_xsmall_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_xsmall_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2500: UserWarning: Overwriting vit_medium_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2510: UserWarning: Overwriting vit_medium_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2519: UserWarning: Overwriting vit_betwixt_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2529: UserWarning: Overwriting vit_base_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2540: UserWarning: Overwriting vit_base_patch32_clip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2551: UserWarning: Overwriting vit_base_patch32_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2562: UserWarning: Overwriting vit_base_patch32_clip_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2573: UserWarning: Overwriting vit_base_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2583: UserWarning: Overwriting vit_base_patch16_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2593: UserWarning: Overwriting vit_large_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2603: UserWarning: Overwriting vit_large_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2613: UserWarning: Overwriting vit_huge_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2623: UserWarning: Overwriting vit_huge_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2633: UserWarning: Overwriting vit_huge_patch14_clip_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2643: UserWarning: Overwriting vit_giant_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2656: UserWarning: Overwriting vit_gigantic_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2669: UserWarning: Overwriting vit_base_patch32_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2681: UserWarning: Overwriting vit_base_patch16_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2693: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2705: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2717: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2729: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2743: UserWarning: Overwriting vit_base_patch32_plus_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_plus_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_plus_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2753: UserWarning: Overwriting vit_base_patch16_plus_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_plus_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_plus_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2763: UserWarning: Overwriting vit_base_patch16_rpn_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_rpn_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_rpn_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2775: UserWarning: Overwriting vit_small_patch16_36x1_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_36x1_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_36x1_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2787: UserWarning: Overwriting vit_small_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2800: UserWarning: Overwriting vit_base_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2812: UserWarning: Overwriting eva_large_patch14_196 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_196. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_196(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2821: UserWarning: Overwriting eva_large_patch14_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2829: UserWarning: Overwriting flexivit_small in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_small. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_small(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2838: UserWarning: Overwriting flexivit_base in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_base. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_base(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2847: UserWarning: Overwriting flexivit_large in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_large. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_large(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2856: UserWarning: Overwriting vit_base_patch16_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2869: UserWarning: Overwriting vit_large_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2882: UserWarning: Overwriting vit_huge_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2895: UserWarning: Overwriting vit_small_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2905: UserWarning: Overwriting vit_base_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2915: UserWarning: Overwriting vit_large_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2925: UserWarning: Overwriting vit_giant_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2942: UserWarning: Overwriting vit_small_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2955: UserWarning: Overwriting vit_base_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2968: UserWarning: Overwriting vit_large_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2981: UserWarning: Overwriting vit_giant_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2998: UserWarning: Overwriting vit_base_patch16_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3008: UserWarning: Overwriting vit_base_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3018: UserWarning: Overwriting vit_base_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3028: UserWarning: Overwriting vit_base_patch16_siglip_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3038: UserWarning: Overwriting vit_large_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3048: UserWarning: Overwriting vit_large_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3058: UserWarning: Overwriting vit_so400m_patch14_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3068: UserWarning: Overwriting vit_so400m_patch14_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3078: UserWarning: Overwriting vit_base_patch16_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3089: UserWarning: Overwriting vit_base_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3100: UserWarning: Overwriting vit_base_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3111: UserWarning: Overwriting vit_base_patch16_siglip_gap_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3122: UserWarning: Overwriting vit_large_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3133: UserWarning: Overwriting vit_large_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3144: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3156: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3168: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3180: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_896 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_896. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_896(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3192: UserWarning: Overwriting vit_wee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_wee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_wee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3203: UserWarning: Overwriting vit_pwee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_pwee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_pwee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3214: UserWarning: Overwriting vit_little_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3225: UserWarning: Overwriting vit_little_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3236: UserWarning: Overwriting vit_medium_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3247: UserWarning: Overwriting vit_medium_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3258: UserWarning: Overwriting vit_mediumd_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_mediumd_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_mediumd_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3269: UserWarning: Overwriting vit_betwixt_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3280: UserWarning: Overwriting vit_betwixt_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3291: UserWarning: Overwriting vit_base_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3302: UserWarning: Overwriting vit_so150m_patch16_reg4_map_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_map_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_map_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3313: UserWarning: Overwriting vit_so150m_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: model.safetensors: 0%| | 0.00/346M [00:00 VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2207: UserWarning: Overwriting vit_tiny_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2216: UserWarning: Overwriting vit_small_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2225: UserWarning: Overwriting vit_small_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2234: UserWarning: Overwriting vit_small_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2243: UserWarning: Overwriting vit_small_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2252: UserWarning: Overwriting vit_small_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2261: UserWarning: Overwriting vit_base_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2271: UserWarning: Overwriting vit_base_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2281: UserWarning: Overwriting vit_base_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2291: UserWarning: Overwriting vit_base_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2301: UserWarning: Overwriting vit_base_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2311: UserWarning: Overwriting vit_large_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2320: UserWarning: Overwriting vit_large_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2330: UserWarning: Overwriting vit_large_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2340: UserWarning: Overwriting vit_large_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2350: UserWarning: Overwriting vit_large_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2359: UserWarning: Overwriting vit_huge_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2368: UserWarning: Overwriting vit_giant_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2377: UserWarning: Overwriting vit_gigantic_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2387: UserWarning: Overwriting vit_base_patch16_224_miil in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224_miil. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224_miil(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2398: UserWarning: Overwriting vit_medium_patch16_gap_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2410: UserWarning: Overwriting vit_medium_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2422: UserWarning: Overwriting vit_medium_patch16_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2434: UserWarning: Overwriting vit_betwixt_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2446: UserWarning: Overwriting vit_base_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2457: UserWarning: Overwriting vit_huge_patch14_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2468: UserWarning: Overwriting vit_huge_patch16_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch16_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch16_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2479: UserWarning: Overwriting vit_giant_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2491: UserWarning: Overwriting vit_xsmall_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_xsmall_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_xsmall_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2500: UserWarning: Overwriting vit_medium_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2510: UserWarning: Overwriting vit_medium_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2519: UserWarning: Overwriting vit_betwixt_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2529: UserWarning: Overwriting vit_base_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2540: UserWarning: Overwriting vit_base_patch32_clip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2551: UserWarning: Overwriting vit_base_patch32_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2562: UserWarning: Overwriting vit_base_patch32_clip_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2573: UserWarning: Overwriting vit_base_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2583: UserWarning: Overwriting vit_base_patch16_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2593: UserWarning: Overwriting vit_large_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2603: UserWarning: Overwriting vit_large_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2613: UserWarning: Overwriting vit_huge_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2623: UserWarning: Overwriting vit_huge_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2633: UserWarning: Overwriting vit_huge_patch14_clip_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2643: UserWarning: Overwriting vit_giant_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2656: UserWarning: Overwriting vit_gigantic_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2669: UserWarning: Overwriting vit_base_patch32_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2681: UserWarning: Overwriting vit_base_patch16_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2693: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2705: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2717: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2729: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2743: UserWarning: Overwriting vit_base_patch32_plus_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_plus_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_plus_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2753: UserWarning: Overwriting vit_base_patch16_plus_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_plus_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_plus_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2763: UserWarning: Overwriting vit_base_patch16_rpn_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_rpn_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_rpn_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2775: UserWarning: Overwriting vit_small_patch16_36x1_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_36x1_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_36x1_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2787: UserWarning: Overwriting vit_small_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2800: UserWarning: Overwriting vit_base_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2812: UserWarning: Overwriting eva_large_patch14_196 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_196. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_196(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2821: UserWarning: Overwriting eva_large_patch14_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2829: UserWarning: Overwriting flexivit_small in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_small. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_small(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2838: UserWarning: Overwriting flexivit_base in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_base. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_base(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2847: UserWarning: Overwriting flexivit_large in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_large. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_large(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2856: UserWarning: Overwriting vit_base_patch16_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2869: UserWarning: Overwriting vit_large_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2882: UserWarning: Overwriting vit_huge_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2895: UserWarning: Overwriting vit_small_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2905: UserWarning: Overwriting vit_base_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2915: UserWarning: Overwriting vit_large_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2925: UserWarning: Overwriting vit_giant_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2942: UserWarning: Overwriting vit_small_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2955: UserWarning: Overwriting vit_base_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2968: UserWarning: Overwriting vit_large_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2981: UserWarning: Overwriting vit_giant_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2998: UserWarning: Overwriting vit_base_patch16_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3008: UserWarning: Overwriting vit_base_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3018: UserWarning: Overwriting vit_base_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3028: UserWarning: Overwriting vit_base_patch16_siglip_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3038: UserWarning: Overwriting vit_large_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3048: UserWarning: Overwriting vit_large_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3058: UserWarning: Overwriting vit_so400m_patch14_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3068: UserWarning: Overwriting vit_so400m_patch14_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3078: UserWarning: Overwriting vit_base_patch16_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3089: UserWarning: Overwriting vit_base_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3100: UserWarning: Overwriting vit_base_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3111: UserWarning: Overwriting vit_base_patch16_siglip_gap_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3122: UserWarning: Overwriting vit_large_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3133: UserWarning: Overwriting vit_large_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3144: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3156: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3168: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3180: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_896 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_896. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_896(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3192: UserWarning: Overwriting vit_wee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_wee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_wee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3203: UserWarning: Overwriting vit_pwee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_pwee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_pwee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3214: UserWarning: Overwriting vit_little_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3225: UserWarning: Overwriting vit_little_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3236: UserWarning: Overwriting vit_medium_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3247: UserWarning: Overwriting vit_medium_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3258: UserWarning: Overwriting vit_mediumd_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_mediumd_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_mediumd_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3269: UserWarning: Overwriting vit_betwixt_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3280: UserWarning: Overwriting vit_betwixt_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3291: UserWarning: Overwriting vit_base_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3302: UserWarning: Overwriting vit_so150m_patch16_reg4_map_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_map_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_map_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3313: UserWarning: Overwriting vit_so150m_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: model.safetensors: 0%| | 0.00/346M [00:00 VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2207: UserWarning: Overwriting vit_tiny_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2216: UserWarning: Overwriting vit_small_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2225: UserWarning: Overwriting vit_small_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2234: UserWarning: Overwriting vit_small_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2243: UserWarning: Overwriting vit_small_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2252: UserWarning: Overwriting vit_small_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2261: UserWarning: Overwriting vit_base_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2271: UserWarning: Overwriting vit_base_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2281: UserWarning: Overwriting vit_base_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2291: UserWarning: Overwriting vit_base_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2301: UserWarning: Overwriting vit_base_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2311: UserWarning: Overwriting vit_large_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2320: UserWarning: Overwriting vit_large_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2330: UserWarning: Overwriting vit_large_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2340: UserWarning: Overwriting vit_large_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2350: UserWarning: Overwriting vit_large_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2359: UserWarning: Overwriting vit_huge_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2368: UserWarning: Overwriting vit_giant_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2377: UserWarning: Overwriting vit_gigantic_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2387: UserWarning: Overwriting vit_base_patch16_224_miil in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224_miil. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224_miil(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2398: UserWarning: Overwriting vit_medium_patch16_gap_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2410: UserWarning: Overwriting vit_medium_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2422: UserWarning: Overwriting vit_medium_patch16_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2434: UserWarning: Overwriting vit_betwixt_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2446: UserWarning: Overwriting vit_base_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2457: UserWarning: Overwriting vit_huge_patch14_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2468: UserWarning: Overwriting vit_huge_patch16_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch16_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch16_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2479: UserWarning: Overwriting vit_giant_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2491: UserWarning: Overwriting vit_xsmall_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_xsmall_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_xsmall_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2500: UserWarning: Overwriting vit_medium_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2510: UserWarning: Overwriting vit_medium_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2519: UserWarning: Overwriting vit_betwixt_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2529: UserWarning: Overwriting vit_base_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2540: UserWarning: Overwriting vit_base_patch32_clip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2551: UserWarning: Overwriting vit_base_patch32_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2562: UserWarning: Overwriting vit_base_patch32_clip_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2573: UserWarning: Overwriting vit_base_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2583: UserWarning: Overwriting vit_base_patch16_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2593: UserWarning: Overwriting vit_large_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2603: UserWarning: Overwriting vit_large_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2613: UserWarning: Overwriting vit_huge_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2623: UserWarning: Overwriting vit_huge_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2633: UserWarning: Overwriting vit_huge_patch14_clip_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2643: UserWarning: Overwriting vit_giant_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2656: UserWarning: Overwriting vit_gigantic_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2669: UserWarning: Overwriting vit_base_patch32_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2681: UserWarning: Overwriting vit_base_patch16_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2693: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2705: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2717: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2729: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2743: UserWarning: Overwriting vit_base_patch32_plus_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_plus_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_plus_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2753: UserWarning: Overwriting vit_base_patch16_plus_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_plus_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_plus_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2763: UserWarning: Overwriting vit_base_patch16_rpn_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_rpn_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_rpn_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2775: UserWarning: Overwriting vit_small_patch16_36x1_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_36x1_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_36x1_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2787: UserWarning: Overwriting vit_small_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2800: UserWarning: Overwriting vit_base_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2812: UserWarning: Overwriting eva_large_patch14_196 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_196. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_196(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2821: UserWarning: Overwriting eva_large_patch14_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2829: UserWarning: Overwriting flexivit_small in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_small. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_small(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2838: UserWarning: Overwriting flexivit_base in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_base. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_base(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2847: UserWarning: Overwriting flexivit_large in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_large. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_large(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2856: UserWarning: Overwriting vit_base_patch16_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2869: UserWarning: Overwriting vit_large_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2882: UserWarning: Overwriting vit_huge_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2895: UserWarning: Overwriting vit_small_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2905: UserWarning: Overwriting vit_base_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2915: UserWarning: Overwriting vit_large_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2925: UserWarning: Overwriting vit_giant_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2942: UserWarning: Overwriting vit_small_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2955: UserWarning: Overwriting vit_base_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2968: UserWarning: Overwriting vit_large_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2981: UserWarning: Overwriting vit_giant_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2998: UserWarning: Overwriting vit_base_patch16_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3008: UserWarning: Overwriting vit_base_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3018: UserWarning: Overwriting vit_base_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3028: UserWarning: Overwriting vit_base_patch16_siglip_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3038: UserWarning: Overwriting vit_large_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3048: UserWarning: Overwriting vit_large_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3058: UserWarning: Overwriting vit_so400m_patch14_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3068: UserWarning: Overwriting vit_so400m_patch14_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3078: UserWarning: Overwriting vit_base_patch16_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3089: UserWarning: Overwriting vit_base_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3100: UserWarning: Overwriting vit_base_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3111: UserWarning: Overwriting vit_base_patch16_siglip_gap_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3122: UserWarning: Overwriting vit_large_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3133: UserWarning: Overwriting vit_large_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3144: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3156: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3168: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3180: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_896 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_896. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_896(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3192: UserWarning: Overwriting vit_wee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_wee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_wee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3203: UserWarning: Overwriting vit_pwee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_pwee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_pwee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3214: UserWarning: Overwriting vit_little_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3225: UserWarning: Overwriting vit_little_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3236: UserWarning: Overwriting vit_medium_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3247: UserWarning: Overwriting vit_medium_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3258: UserWarning: Overwriting vit_mediumd_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_mediumd_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_mediumd_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3269: UserWarning: Overwriting vit_betwixt_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3280: UserWarning: Overwriting vit_betwixt_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3291: UserWarning: Overwriting vit_base_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3302: UserWarning: Overwriting vit_so150m_patch16_reg4_map_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_map_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_map_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3313: UserWarning: Overwriting vit_so150m_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/train.py:99: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature. checkpoint = torch.load(vae_ckpt, map_location="cpu") /home/user/VAR/utils/amp_sc.py:27: FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead. self.scaler = torch.cuda.amp.GradScaler(init_scale=2. ** 11, growth_interval=1000) if self.using_fp16_rather_bf16 else None # only fp16 needs a scaler /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(6840x28, 28x1536) triton_mm_9 0.0330 ms 100.0% triton_mm_11 0.0331 ms 99.9% triton_mm_7 0.0337 ms 97.9% triton_mm_6 0.0340 ms 97.3% triton_mm_8 0.0340 ms 97.3% triton_mm_12 0.0351 ms 94.0% triton_mm_4 0.0357 ms 92.4% triton_mm_3 0.0363 ms 91.0% triton_mm_16 0.0367 ms 90.1% triton_mm_15 0.0368 ms 89.8% SingleProcess AUTOTUNE benchmarking takes 2.1404 seconds and 0.0149 seconds precompiling AUTOTUNE addmm(24x9216, 24x1536, 1536x9216) triton_mm_33 0.0356 ms 100.0% triton_mm_29 0.0356 ms 99.8% triton_mm_28 0.0366 ms 97.2% triton_mm_21 0.0367 ms 97.0% bias_addmm 0.0370 ms 96.2% triton_mm_25 0.0371 ms 95.9% triton_mm_24 0.0373 ms 95.5% triton_mm_18 0.0374 ms 95.2% triton_mm_19 0.0412 ms 86.4% triton_mm_20 0.0412 ms 86.3% SingleProcess AUTOTUNE benchmarking takes 2.2132 seconds and 0.0008 seconds precompiling AUTOTUNE addmm(6864x4608, 6864x1536, 1536x4608) triton_mm_51 0.4306 ms 100.0% triton_mm_50 0.4326 ms 99.5% triton_mm_52 0.4763 ms 90.4% triton_mm_45 0.5087 ms 84.6% triton_mm_43 0.5379 ms 80.1% triton_mm_47 0.5396 ms 79.8% triton_mm_44 0.5884 ms 73.2% triton_mm_46 0.5962 ms 72.2% addmm 0.5987 ms 71.9% triton_mm_48 0.6052 ms 71.2% SingleProcess AUTOTUNE benchmarking takes 2.6906 seconds and 0.0431 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x1536, 1536x1536) triton_mm_70 0.1443 ms 100.0% triton_mm_69 0.1445 ms 99.8% triton_mm_71 0.1598 ms 90.3% bias_addmm 0.1612 ms 89.6% addmm 0.1746 ms 82.6% triton_mm_64 0.1747 ms 82.6% triton_mm_62 0.1817 ms 79.4% triton_mm_66 0.1822 ms 79.2% triton_mm_63 0.1981 ms 72.8% triton_mm_67 0.2025 ms 71.3% SingleProcess AUTOTUNE benchmarking takes 3.1051 seconds and 0.0010 seconds precompiling AUTOTUNE addmm(6864x6144, 6864x1536, 1536x6144) triton_mm_89 0.5748 ms 100.0% triton_mm_88 0.5798 ms 99.1% triton_mm_90 0.6378 ms 90.1% triton_mm_83 0.6941 ms 82.8% addmm 0.7107 ms 80.9% triton_mm_85 0.7189 ms 80.0% triton_mm_81 0.7314 ms 78.6% triton_mm_82 0.8044 ms 71.4% triton_mm_86 0.8113 ms 70.8% bias_addmm 0.8128 ms 70.7% SingleProcess AUTOTUNE benchmarking takes 2.7271 seconds and 0.5757 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_108 0.5352 ms 100.0% triton_mm_107 0.5554 ms 96.4% triton_mm_109 0.5717 ms 93.6% addmm 0.6016 ms 89.0% bias_addmm 0.6065 ms 88.2% triton_mm_102 0.6697 ms 79.9% triton_mm_100 0.6946 ms 77.0% triton_mm_104 0.6998 ms 76.5% triton_mm_103 0.7064 ms 75.8% triton_mm_105 0.7751 ms 69.0% SingleProcess AUTOTUNE benchmarking takes 2.7344 seconds and 0.3680 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_201 0.5364 ms 100.0% triton_mm_200 0.5559 ms 96.5% triton_mm_202 0.5717 ms 93.8% addmm 0.5754 ms 93.2% bias_addmm 0.6072 ms 88.3% triton_mm_195 0.6707 ms 80.0% triton_mm_193 0.6956 ms 77.1% triton_mm_197 0.7021 ms 76.4% triton_mm_196 0.7071 ms 75.9% triton_mm_198 0.7762 ms 69.1% SingleProcess AUTOTUNE benchmarking takes 2.7223 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_294 0.5370 ms 100.0% triton_mm_293 0.5560 ms 96.6% triton_mm_295 0.5710 ms 94.0% addmm 0.5766 ms 93.1% bias_addmm 0.6064 ms 88.6% triton_mm_288 0.6698 ms 80.2% triton_mm_286 0.6944 ms 77.3% triton_mm_290 0.7030 ms 76.4% triton_mm_289 0.7060 ms 76.1% triton_mm_291 0.7805 ms 68.8% SingleProcess AUTOTUNE benchmarking takes 2.7143 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_387 0.5358 ms 100.0% triton_mm_386 0.5559 ms 96.4% triton_mm_388 0.5709 ms 93.8% addmm 0.5775 ms 92.8% bias_addmm 0.6063 ms 88.4% triton_mm_381 0.6724 ms 79.7% triton_mm_379 0.6993 ms 76.6% triton_mm_383 0.7012 ms 76.4% triton_mm_382 0.7077 ms 75.7% triton_mm_384 0.7762 ms 69.0% SingleProcess AUTOTUNE benchmarking takes 2.7305 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_480 0.5348 ms 100.0% triton_mm_479 0.5536 ms 96.6% triton_mm_481 0.5708 ms 93.7% addmm 0.6015 ms 88.9% bias_addmm 0.6069 ms 88.1% triton_mm_474 0.6705 ms 79.8% triton_mm_472 0.6954 ms 76.9% triton_mm_476 0.7002 ms 76.4% triton_mm_475 0.7064 ms 75.7% triton_mm_477 0.7741 ms 69.1% SingleProcess AUTOTUNE benchmarking takes 2.7365 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_573 0.5345 ms 100.0% triton_mm_572 0.5542 ms 96.4% triton_mm_574 0.5715 ms 93.5% addmm 0.5755 ms 92.9% bias_addmm 0.6065 ms 88.1% triton_mm_567 0.6695 ms 79.8% triton_mm_569 0.6974 ms 76.6% triton_mm_565 0.6987 ms 76.5% triton_mm_568 0.7076 ms 75.5% triton_mm_570 0.7743 ms 69.0% SingleProcess AUTOTUNE benchmarking takes 2.7342 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x2048, 6864x1536, 1536x2048) triton_mm_591 0.1905 ms 100.0% triton_mm_592 0.1913 ms 99.6% triton_mm_593 0.2105 ms 90.5% triton_mm_586 0.2290 ms 83.2% triton_mm_588 0.2399 ms 79.4% triton_mm_584 0.2401 ms 79.4% bias_addmm 0.2415 ms 78.9% addmm 0.2529 ms 75.3% triton_mm_585 0.2613 ms 72.9% triton_mm_589 0.2677 ms 71.2% SingleProcess AUTOTUNE benchmarking takes 11.2999 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x2048, 6864x2048, 2048x2048) triton_mm_610 0.2463 ms 100.0% triton_mm_611 0.2463 ms 100.0% bias_addmm 0.2692 ms 91.5% triton_mm_612 0.2707 ms 91.0% triton_mm_605 0.3024 ms 81.4% addmm 0.3090 ms 79.7% triton_mm_603 0.3094 ms 79.6% triton_mm_607 0.3107 ms 79.3% triton_mm_606 0.3314 ms 74.3% triton_mm_608 0.3512 ms 70.1% SingleProcess AUTOTUNE benchmarking takes 2.6536 seconds and 0.0011 seconds precompiling AUTOTUNE mm(6864x2048, 2048x768) mm 0.0931 ms 100.0% triton_mm_630 0.0951 ms 97.9% triton_mm_629 0.1002 ms 92.9% triton_mm_631 0.1008 ms 92.3% triton_mm_624 0.1138 ms 81.8% triton_mm_626 0.1152 ms 80.8% triton_mm_622 0.1174 ms 79.3% triton_mm_625 0.1278 ms 72.9% triton_mm_627 0.1336 ms 69.7% triton_mm_623 0.1340 ms 69.5% SingleProcess AUTOTUNE benchmarking takes 2.4299 seconds and 0.0010 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_723 0.5355 ms 100.0% triton_mm_722 0.5551 ms 96.5% triton_mm_724 0.5722 ms 93.6% addmm 0.6014 ms 89.0% bias_addmm 0.6069 ms 88.2% triton_mm_717 0.6723 ms 79.7% triton_mm_715 0.6983 ms 76.7% triton_mm_719 0.7001 ms 76.5% triton_mm_718 0.7055 ms 75.9% triton_mm_720 0.7756 ms 69.0% SingleProcess AUTOTUNE benchmarking takes 2.7282 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x1536, 1536x3072) triton_mm_2310 0.0165 ms 100.0% triton_mm_2318 0.0173 ms 95.6% triton_mm_2314 0.0173 ms 95.4% triton_mm_2322 0.0190 ms 86.7% mm 0.0205 ms 80.6% triton_mm_2309 0.0225 ms 73.4% triton_mm_2313 0.0227 ms 72.7% triton_mm_2317 0.0227 ms 72.7% triton_mm_2308 0.0241 ms 68.4% triton_mm_2307 0.0245 ms 67.4% SingleProcess AUTOTUNE benchmarking takes 7.4358 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x32768, 6864x1536, 1536x32768) bias_addmm 3.0674 ms 100.0% triton_mm_2340 3.0965 ms 99.1% triton_mm_2339 3.1086 ms 98.7% triton_mm_2341 3.4244 ms 89.6% triton_mm_2334 3.6992 ms 82.9% addmm 3.7637 ms 81.5% triton_mm_2336 3.8290 ms 80.1% triton_mm_2332 3.9575 ms 77.5% triton_mm_2335 4.3136 ms 71.1% triton_mm_2337 4.3344 ms 70.8% SingleProcess AUTOTUNE benchmarking takes 12.4319 seconds and 0.0000 seconds precompiling /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(32768x6864, 6864x1536) triton_mm_2377 2.8162 ms 100.0% triton_mm_2378 2.9077 ms 96.9% mm 2.9151 ms 96.6% triton_mm_2379 3.0763 ms 91.5% triton_mm_2372 3.6284 ms 77.6% triton_mm_2370 3.6838 ms 76.4% triton_mm_2374 3.7706 ms 74.7% triton_mm_2373 3.8562 ms 73.0% triton_mm_2375 3.9578 ms 71.2% triton_mm_2371 4.0166 ms 70.1% SingleProcess AUTOTUNE benchmarking takes 10.0483 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5435 ms 100.0% triton_mm_2449 0.5699 ms 95.4% triton_mm_2450 0.5872 ms 92.6% triton_mm_2451 0.6096 ms 89.2% triton_mm_2444 0.6869 ms 79.1% triton_mm_2446 0.6965 ms 78.0% triton_mm_2442 0.7012 ms 77.5% triton_mm_2445 0.7256 ms 74.9% triton_mm_2447 0.7412 ms 73.3% triton_mm_2443 0.7592 ms 71.6% SingleProcess AUTOTUNE benchmarking takes 9.9930 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3072x24, 24x1536) triton_mm_2409 0.0143 ms 100.0% triton_mm_2408 0.0146 ms 98.0% triton_mm_2402 0.0148 ms 97.0% triton_mm_2407 0.0148 ms 97.0% triton_mm_2405 0.0148 ms 96.5% triton_mm_2412 0.0149 ms 95.9% triton_mm_2403 0.0151 ms 94.8% triton_mm_2406 0.0153 ms 93.7% triton_mm_2404 0.0156 ms 91.8% triton_mm_2410 0.0158 ms 90.5% SingleProcess AUTOTUNE benchmarking takes 5.8900 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x3072, 3072x1536) triton_mm_2384 0.0193 ms 100.0% triton_mm_2388 0.0210 ms 92.0% mm 0.0218 ms 88.5% triton_mm_2392 0.0243 ms 79.5% triton_mm_2383 0.0293 ms 65.8% triton_mm_2396 0.0293 ms 65.8% triton_mm_2382 0.0310 ms 62.2% triton_mm_2391 0.0327 ms 58.9% triton_mm_2387 0.0331 ms 58.2% triton_mm_2381 0.0345 ms 55.9% SingleProcess AUTOTUNE benchmarking takes 2.0911 seconds and 0.0009 seconds precompiling AUTOTUNE mm(6864x32768, 32768x1536) mm 2.6467 ms 100.0% triton_mm_2358 2.8509 ms 92.8% triton_mm_2359 2.8923 ms 91.5% triton_mm_2360 2.9521 ms 89.7% triton_mm_2354 3.8052 ms 69.6% triton_mm_2351 3.8287 ms 69.1% triton_mm_2353 3.9598 ms 66.8% triton_mm_2352 3.9904 ms 66.3% triton_mm_2356 4.1178 ms 64.3% triton_mm_2355 4.1328 ms 64.0% SingleProcess AUTOTUNE benchmarking takes 3.0993 seconds and 0.0010 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5497 ms 100.0% triton_mm_2430 0.5505 ms 99.8% triton_mm_2431 0.5719 ms 96.1% triton_mm_2432 0.6121 ms 89.8% triton_mm_2425 0.6869 ms 80.0% triton_mm_2423 0.6919 ms 79.4% triton_mm_2427 0.6946 ms 79.1% triton_mm_2424 0.7295 ms 75.4% triton_mm_2428 0.7476 ms 73.5% triton_mm_2426 0.7774 ms 70.7% SingleProcess AUTOTUNE benchmarking takes 10.5505 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) triton_mm_2468 0.5345 ms 100.0% triton_mm_2469 0.5454 ms 98.0% mm 0.5499 ms 97.2% triton_mm_2470 0.5632 ms 94.9% triton_mm_2461 0.6723 ms 79.5% triton_mm_2463 0.6735 ms 79.4% triton_mm_2465 0.6848 ms 78.0% triton_mm_2464 0.7030 ms 76.0% triton_mm_2462 0.7418 ms 72.1% triton_mm_2466 0.7568 ms 70.6% SingleProcess AUTOTUNE benchmarking takes 10.3579 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5366 ms 100.0% triton_mm_2487 0.5622 ms 95.4% triton_mm_2488 0.5839 ms 91.9% triton_mm_2489 0.6094 ms 88.0% triton_mm_2482 0.6695 ms 80.1% triton_mm_2480 0.6887 ms 77.9% triton_mm_2484 0.6907 ms 77.7% triton_mm_2483 0.7259 ms 73.9% triton_mm_2485 0.7425 ms 72.3% triton_mm_2481 0.7557 ms 71.0% SingleProcess AUTOTUNE benchmarking takes 2.6039 seconds and 0.0009 seconds precompiling AUTOTUNE mm(6864x4608, 4608x1536) triton_mm_2544 0.3999 ms 100.0% triton_mm_2545 0.4116 ms 97.2% mm 0.4206 ms 95.1% triton_mm_2546 0.4274 ms 93.6% triton_mm_2539 0.5029 ms 79.5% triton_mm_2537 0.5073 ms 78.8% triton_mm_2541 0.5185 ms 77.1% triton_mm_2540 0.5248 ms 76.2% triton_mm_2538 0.5533 ms 72.3% triton_mm_2542 0.5669 ms 70.5% SingleProcess AUTOTUNE benchmarking takes 12.2598 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x6864, 6864x1536) mm 0.3715 ms 100.0% triton_mm_2563 0.3900 ms 95.2% triton_mm_2564 0.4002 ms 92.8% triton_mm_2565 0.4179 ms 88.9% triton_mm_2558 0.5116 ms 72.6% triton_mm_2556 0.5139 ms 72.3% triton_mm_2560 0.5204 ms 71.4% triton_mm_2561 0.5455 ms 68.1% triton_mm_2559 0.5498 ms 67.6% triton_mm_2557 0.5521 ms 67.3% SingleProcess AUTOTUNE benchmarking takes 9.9506 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1489 ms 100.0% triton_mm_2518 0.1732 ms 86.0% triton_mm_2522 0.1740 ms 85.6% triton_mm_2525 0.1752 ms 85.0% triton_mm_2520 0.1867 ms 79.8% triton_mm_2526 0.1891 ms 78.7% triton_mm_2521 0.1917 ms 77.7% triton_mm_2527 0.1943 ms 76.6% triton_mm_2523 0.2017 ms 73.8% triton_mm_2519 0.2034 ms 73.2% SingleProcess AUTOTUNE benchmarking takes 9.7679 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1347 ms 100.0% triton_mm_2506 0.1382 ms 97.5% triton_mm_2507 0.1446 ms 93.2% triton_mm_2508 0.1523 ms 88.5% triton_mm_2501 0.1706 ms 79.0% triton_mm_2499 0.1727 ms 78.0% triton_mm_2503 0.1748 ms 77.1% triton_mm_2500 0.1805 ms 74.6% triton_mm_2504 0.1891 ms 71.2% triton_mm_2502 0.1950 ms 69.1% SingleProcess AUTOTUNE benchmarking takes 2.4828 seconds and 0.0010 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_2592 0.0257 ms 100.0% triton_mm_2595 0.0261 ms 98.3% triton_mm_2591 0.0263 ms 97.7% triton_mm_2594 0.0266 ms 96.5% triton_mm_2598 0.0269 ms 95.4% triton_mm_2589 0.0271 ms 94.6% triton_mm_2588 0.0273 ms 94.1% triton_mm_2597 0.0277 ms 92.7% triton_mm_2599 0.0277 ms 92.7% triton_mm_2593 0.0278 ms 92.3% SingleProcess AUTOTUNE benchmarking takes 5.8166 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0397 ms 100.0% triton_mm_2574 0.0414 ms 96.1% triton_mm_2570 0.0426 ms 93.4% triton_mm_2578 0.0539 ms 73.8% triton_mm_2582 0.0676 ms 58.8% triton_mm_2569 0.0718 ms 55.3% triton_mm_2568 0.0786 ms 50.6% triton_mm_2573 0.0846 ms 47.0% triton_mm_2577 0.0863 ms 46.0% triton_mm_2567 0.0914 ms 43.5% SingleProcess AUTOTUNE benchmarking takes 6.6058 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5499 ms 100.0% triton_mm_2616 0.5503 ms 99.9% triton_mm_2617 0.5710 ms 96.3% triton_mm_2618 0.6112 ms 90.0% triton_mm_2611 0.6872 ms 80.0% triton_mm_2609 0.6895 ms 79.8% triton_mm_2613 0.6924 ms 79.4% triton_mm_2610 0.7303 ms 75.3% triton_mm_2614 0.7492 ms 73.4% triton_mm_2612 0.7794 ms 70.6% SingleProcess AUTOTUNE benchmarking takes 2.6048 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.5045 ms 100.0% triton_mm_2654 0.5333 ms 94.6% triton_mm_2655 0.5452 ms 92.5% triton_mm_2656 0.5637 ms 89.5% triton_mm_2649 0.6708 ms 75.2% triton_mm_2647 0.6727 ms 75.0% triton_mm_2651 0.6821 ms 74.0% triton_mm_2650 0.7036 ms 71.7% triton_mm_2648 0.7400 ms 68.2% triton_mm_2652 0.7570 ms 66.6% SingleProcess AUTOTUNE benchmarking takes 2.5954 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x4608, 4608x1536) mm 0.3818 ms 100.0% triton_mm_2730 0.3984 ms 95.8% triton_mm_2731 0.4128 ms 92.5% triton_mm_2732 0.4282 ms 89.2% triton_mm_2725 0.5027 ms 75.9% triton_mm_2723 0.5070 ms 75.3% triton_mm_2727 0.5173 ms 73.8% triton_mm_2726 0.5255 ms 72.7% triton_mm_2724 0.5541 ms 68.9% triton_mm_2728 0.5679 ms 67.2% SingleProcess AUTOTUNE benchmarking takes 2.5672 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x6864, 6864x1536) mm 0.3693 ms 100.0% triton_mm_2749 0.3882 ms 95.1% triton_mm_2750 0.4013 ms 92.0% triton_mm_2751 0.4220 ms 87.5% triton_mm_2744 0.5126 ms 72.0% triton_mm_2742 0.5160 ms 71.6% triton_mm_2746 0.5239 ms 70.5% triton_mm_2747 0.5462 ms 67.6% triton_mm_2745 0.5509 ms 67.0% triton_mm_2743 0.5549 ms 66.5% SingleProcess AUTOTUNE benchmarking takes 2.5601 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1493 ms 100.0% triton_mm_2704 0.1734 ms 86.1% triton_mm_2708 0.1747 ms 85.4% triton_mm_2711 0.1758 ms 84.9% triton_mm_2706 0.1879 ms 79.5% triton_mm_2712 0.1889 ms 79.0% triton_mm_2707 0.1926 ms 77.5% triton_mm_2713 0.1935 ms 77.1% triton_mm_2709 0.2016 ms 74.0% triton_mm_2705 0.2038 ms 73.2% SingleProcess AUTOTUNE benchmarking takes 2.4597 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1344 ms 100.0% triton_mm_2692 0.1379 ms 97.4% triton_mm_2693 0.1441 ms 93.2% triton_mm_2694 0.1533 ms 87.6% triton_mm_2687 0.1719 ms 78.2% triton_mm_2685 0.1733 ms 77.5% triton_mm_2689 0.1758 ms 76.4% triton_mm_2686 0.1814 ms 74.1% triton_mm_2690 0.1887 ms 71.2% triton_mm_2688 0.1953 ms 68.8% SingleProcess AUTOTUNE benchmarking takes 2.4638 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_2781 0.0251 ms 100.0% triton_mm_2778 0.0257 ms 97.8% triton_mm_2784 0.0259 ms 96.8% triton_mm_2775 0.0263 ms 95.5% triton_mm_2777 0.0263 ms 95.5% triton_mm_2780 0.0265 ms 94.7% triton_mm_2779 0.0269 ms 93.1% triton_mm_2783 0.0277 ms 90.6% triton_mm_2774 0.0280 ms 89.5% triton_mm_2782 0.0282 ms 89.0% SingleProcess AUTOTUNE benchmarking takes 2.1403 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0398 ms 100.0% triton_mm_2760 0.0412 ms 96.6% triton_mm_2756 0.0424 ms 93.8% triton_mm_2764 0.0538 ms 74.0% triton_mm_2768 0.0676 ms 58.9% triton_mm_2755 0.0718 ms 55.4% triton_mm_2754 0.0779 ms 51.1% triton_mm_2759 0.0840 ms 47.4% triton_mm_2763 0.0859 ms 46.3% triton_mm_2753 0.0908 ms 43.9% SingleProcess AUTOTUNE benchmarking takes 2.1299 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5493 ms 100.0% triton_mm_2802 0.5507 ms 99.8% triton_mm_2803 0.5704 ms 96.3% triton_mm_2804 0.6151 ms 89.3% triton_mm_2797 0.6878 ms 79.9% triton_mm_2795 0.6906 ms 79.6% triton_mm_2799 0.6943 ms 79.1% triton_mm_2796 0.7301 ms 75.2% triton_mm_2800 0.7497 ms 73.3% triton_mm_2798 0.7850 ms 70.0% SingleProcess AUTOTUNE benchmarking takes 2.6027 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.5053 ms 100.0% triton_mm_2840 0.5347 ms 94.5% triton_mm_2841 0.5465 ms 92.5% triton_mm_2842 0.5635 ms 89.7% triton_mm_2835 0.6705 ms 75.4% triton_mm_2833 0.6742 ms 74.9% triton_mm_2837 0.6869 ms 73.6% triton_mm_2836 0.7029 ms 71.9% triton_mm_2834 0.7432 ms 68.0% triton_mm_2838 0.7567 ms 66.8% SingleProcess AUTOTUNE benchmarking takes 2.5960 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x4608, 4608x1536) mm 0.3806 ms 100.0% triton_mm_2916 0.3988 ms 95.4% triton_mm_2917 0.4115 ms 92.5% triton_mm_2918 0.4275 ms 89.0% triton_mm_2911 0.5040 ms 75.5% triton_mm_2909 0.5071 ms 75.0% triton_mm_2913 0.5171 ms 73.6% triton_mm_2912 0.5246 ms 72.5% triton_mm_2910 0.5531 ms 68.8% triton_mm_2914 0.5687 ms 66.9% SingleProcess AUTOTUNE benchmarking takes 2.5689 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x6864, 6864x1536) mm 0.3688 ms 100.0% triton_mm_2935 0.3896 ms 94.7% triton_mm_2936 0.4024 ms 91.6% triton_mm_2937 0.4174 ms 88.3% triton_mm_2930 0.5129 ms 71.9% triton_mm_2928 0.5154 ms 71.6% triton_mm_2932 0.5239 ms 70.4% triton_mm_2933 0.5461 ms 67.5% triton_mm_2931 0.5516 ms 66.9% triton_mm_2929 0.5549 ms 66.5% SingleProcess AUTOTUNE benchmarking takes 2.5656 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1492 ms 100.0% triton_mm_2890 0.1732 ms 86.1% triton_mm_2894 0.1749 ms 85.3% triton_mm_2897 0.1752 ms 85.1% triton_mm_2892 0.1863 ms 80.1% triton_mm_2898 0.1896 ms 78.6% triton_mm_2893 0.1918 ms 77.7% triton_mm_2899 0.1942 ms 76.8% triton_mm_2895 0.2019 ms 73.9% triton_mm_2891 0.2029 ms 73.5% SingleProcess AUTOTUNE benchmarking takes 2.4610 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1354 ms 100.0% triton_mm_2878 0.1374 ms 98.6% triton_mm_2879 0.1436 ms 94.3% triton_mm_2880 0.1527 ms 88.7% triton_mm_2873 0.1716 ms 78.9% triton_mm_2871 0.1732 ms 78.1% triton_mm_2875 0.1755 ms 77.2% triton_mm_2872 0.1827 ms 74.1% triton_mm_2876 0.1883 ms 71.9% triton_mm_2874 0.1945 ms 69.6% SingleProcess AUTOTUNE benchmarking takes 2.4671 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_2967 0.0252 ms 100.0% triton_mm_2964 0.0265 ms 95.2% triton_mm_2966 0.0265 ms 95.2% triton_mm_2961 0.0269 ms 93.6% triton_mm_2970 0.0269 ms 93.6% triton_mm_2963 0.0270 ms 93.1% triton_mm_2968 0.0273 ms 92.4% triton_mm_2960 0.0273 ms 92.2% triton_mm_2969 0.0277 ms 90.9% triton_mm_2965 0.0278 ms 90.5% SingleProcess AUTOTUNE benchmarking takes 2.1366 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0397 ms 100.0% triton_mm_2946 0.0402 ms 98.8% triton_mm_2942 0.0424 ms 93.6% triton_mm_2950 0.0528 ms 75.3% triton_mm_2954 0.0685 ms 58.0% triton_mm_2941 0.0725 ms 54.8% triton_mm_2940 0.0779 ms 51.0% triton_mm_2945 0.0847 ms 46.9% triton_mm_2949 0.0864 ms 46.0% triton_mm_2939 0.0915 ms 43.5% SingleProcess AUTOTUNE benchmarking takes 2.1164 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5491 ms 100.0% triton_mm_2988 0.5508 ms 99.7% triton_mm_2989 0.5721 ms 96.0% triton_mm_2990 0.6151 ms 89.3% triton_mm_2983 0.6885 ms 79.7% triton_mm_2981 0.6897 ms 79.6% triton_mm_2985 0.6949 ms 79.0% triton_mm_2982 0.7304 ms 75.2% triton_mm_2986 0.7465 ms 73.6% triton_mm_2984 0.7788 ms 70.5% SingleProcess AUTOTUNE benchmarking takes 2.5998 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.5053 ms 100.0% triton_mm_3026 0.5342 ms 94.6% triton_mm_3027 0.5455 ms 92.6% triton_mm_3028 0.5628 ms 89.8% triton_mm_3019 0.6697 ms 75.5% triton_mm_3021 0.6706 ms 75.4% triton_mm_3023 0.6823 ms 74.1% triton_mm_3022 0.7062 ms 71.6% triton_mm_3020 0.7402 ms 68.3% triton_mm_3024 0.7564 ms 66.8% SingleProcess AUTOTUNE benchmarking takes 2.5955 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x4608, 4608x1536) mm 0.3771 ms 100.0% triton_mm_3102 0.4001 ms 94.2% triton_mm_3103 0.4120 ms 91.5% triton_mm_3104 0.4273 ms 88.2% triton_mm_3097 0.5032 ms 74.9% triton_mm_3095 0.5072 ms 74.3% triton_mm_3099 0.5182 ms 72.8% triton_mm_3098 0.5253 ms 71.8% triton_mm_3096 0.5529 ms 68.2% triton_mm_3100 0.5684 ms 66.3% SingleProcess AUTOTUNE benchmarking takes 2.5658 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x6864, 6864x1536) mm 0.3687 ms 100.0% triton_mm_3121 0.3894 ms 94.7% triton_mm_3122 0.4011 ms 91.9% triton_mm_3123 0.4184 ms 88.1% triton_mm_3116 0.5139 ms 71.8% triton_mm_3114 0.5148 ms 71.6% triton_mm_3118 0.5233 ms 70.5% triton_mm_3119 0.5463 ms 67.5% triton_mm_3117 0.5503 ms 67.0% triton_mm_3115 0.5545 ms 66.5% SingleProcess AUTOTUNE benchmarking takes 2.5638 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1482 ms 100.0% triton_mm_3076 0.1729 ms 85.7% triton_mm_3080 0.1739 ms 85.3% triton_mm_3083 0.1759 ms 84.3% triton_mm_3078 0.1868 ms 79.4% triton_mm_3084 0.1896 ms 78.2% triton_mm_3079 0.1922 ms 77.1% triton_mm_3085 0.1942 ms 76.3% triton_mm_3081 0.2014 ms 73.6% triton_mm_3077 0.2028 ms 73.1% SingleProcess AUTOTUNE benchmarking takes 2.4716 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1353 ms 100.0% triton_mm_3064 0.1387 ms 97.5% triton_mm_3065 0.1448 ms 93.5% triton_mm_3066 0.1527 ms 88.6% triton_mm_3059 0.1713 ms 79.0% triton_mm_3057 0.1735 ms 78.0% triton_mm_3061 0.1751 ms 77.3% triton_mm_3058 0.1817 ms 74.5% triton_mm_3062 0.1895 ms 71.4% triton_mm_3060 0.1959 ms 69.1% SingleProcess AUTOTUNE benchmarking takes 2.4748 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_3152 0.0256 ms 100.0% triton_mm_3156 0.0259 ms 98.9% triton_mm_3153 0.0261 ms 98.0% triton_mm_3147 0.0263 ms 97.6% triton_mm_3150 0.0265 ms 96.7% triton_mm_3149 0.0270 ms 94.9% triton_mm_3154 0.0272 ms 94.2% triton_mm_3151 0.0278 ms 92.1% triton_mm_3146 0.0280 ms 91.4% triton_mm_3148 0.0281 ms 91.1% SingleProcess AUTOTUNE benchmarking takes 2.1307 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0398 ms 100.0% triton_mm_3132 0.0403 ms 98.8% triton_mm_3128 0.0427 ms 93.2% triton_mm_3136 0.0538 ms 73.9% triton_mm_3140 0.0681 ms 58.4% triton_mm_3127 0.0726 ms 54.8% triton_mm_3126 0.0779 ms 51.1% triton_mm_3131 0.0840 ms 47.4% triton_mm_3135 0.0864 ms 46.1% triton_mm_3125 0.0908 ms 43.8% SingleProcess AUTOTUNE benchmarking takes 2.1399 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5488 ms 100.0% triton_mm_3174 0.5497 ms 99.8% triton_mm_3175 0.5703 ms 96.2% triton_mm_3176 0.6121 ms 89.7% triton_mm_3169 0.6871 ms 79.9% triton_mm_3171 0.6904 ms 79.5% triton_mm_3167 0.6919 ms 79.3% triton_mm_3168 0.7257 ms 75.6% triton_mm_3172 0.7486 ms 73.3% triton_mm_3170 0.7853 ms 69.9% SingleProcess AUTOTUNE benchmarking takes 2.6054 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.5047 ms 100.0% triton_mm_3212 0.5335 ms 94.6% triton_mm_3213 0.5458 ms 92.5% triton_mm_3214 0.5645 ms 89.4% triton_mm_3207 0.6680 ms 75.5% triton_mm_3205 0.6703 ms 75.3% triton_mm_3209 0.6824 ms 74.0% triton_mm_3208 0.7059 ms 71.5% triton_mm_3206 0.7425 ms 68.0% triton_mm_3210 0.7570 ms 66.7% SingleProcess AUTOTUNE benchmarking takes 2.6058 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x4608, 4608x1536) mm 0.3816 ms 100.0% triton_mm_3288 0.3985 ms 95.8% triton_mm_3289 0.4104 ms 93.0% triton_mm_3290 0.4271 ms 89.3% triton_mm_3283 0.5028 ms 75.9% triton_mm_3281 0.5066 ms 75.3% triton_mm_3285 0.5171 ms 73.8% triton_mm_3284 0.5259 ms 72.6% triton_mm_3282 0.5537 ms 68.9% triton_mm_3286 0.5672 ms 67.3% SingleProcess AUTOTUNE benchmarking takes 2.5757 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x6864, 6864x1536) mm 0.3688 ms 100.0% triton_mm_3307 0.3891 ms 94.8% triton_mm_3308 0.4002 ms 92.2% triton_mm_3309 0.4168 ms 88.5% triton_mm_3302 0.5115 ms 72.1% triton_mm_3300 0.5158 ms 71.5% triton_mm_3304 0.5217 ms 70.7% triton_mm_3305 0.5447 ms 67.7% triton_mm_3303 0.5517 ms 66.8% triton_mm_3301 0.5530 ms 66.7% SingleProcess AUTOTUNE benchmarking takes 2.5697 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1487 ms 100.0% triton_mm_3262 0.1728 ms 86.0% triton_mm_3266 0.1747 ms 85.1% triton_mm_3269 0.1751 ms 84.9% triton_mm_3264 0.1866 ms 79.7% triton_mm_3270 0.1895 ms 78.4% triton_mm_3265 0.1919 ms 77.5% triton_mm_3271 0.1941 ms 76.6% triton_mm_3267 0.2026 ms 73.4% triton_mm_3263 0.2028 ms 73.3% SingleProcess AUTOTUNE benchmarking takes 2.4846 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1343 ms 100.0% triton_mm_3250 0.1382 ms 97.2% triton_mm_3251 0.1445 ms 92.9% triton_mm_3252 0.1524 ms 88.1% triton_mm_3245 0.1705 ms 78.8% triton_mm_3243 0.1731 ms 77.6% triton_mm_3247 0.1746 ms 76.9% triton_mm_3244 0.1811 ms 74.2% triton_mm_3248 0.1888 ms 71.1% triton_mm_3246 0.1945 ms 69.0% SingleProcess AUTOTUNE benchmarking takes 2.4853 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.5048 ms 100.0% triton_mm_3398 0.5333 ms 94.6% triton_mm_3399 0.5454 ms 92.6% triton_mm_3400 0.5628 ms 89.7% triton_mm_3393 0.6701 ms 75.3% triton_mm_3391 0.6724 ms 75.1% triton_mm_3395 0.6809 ms 74.1% triton_mm_3394 0.7019 ms 71.9% triton_mm_3392 0.7379 ms 68.4% triton_mm_3396 0.7556 ms 66.8% SingleProcess AUTOTUNE benchmarking takes 2.6079 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x6864, 6864x1536) mm 0.3698 ms 100.0% triton_mm_3493 0.3884 ms 95.2% triton_mm_3494 0.4005 ms 92.3% triton_mm_3495 0.4159 ms 88.9% triton_mm_3488 0.5096 ms 72.6% triton_mm_3486 0.5135 ms 72.0% triton_mm_3490 0.5202 ms 71.1% triton_mm_3491 0.5452 ms 67.8% triton_mm_3489 0.5486 ms 67.4% triton_mm_3487 0.5529 ms 66.9% SingleProcess AUTOTUNE benchmarking takes 2.5767 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1484 ms 100.0% triton_mm_3448 0.1728 ms 85.9% triton_mm_3452 0.1741 ms 85.2% triton_mm_3455 0.1749 ms 84.9% triton_mm_3450 0.1860 ms 79.8% triton_mm_3456 0.1892 ms 78.4% triton_mm_3451 0.1912 ms 77.6% triton_mm_3457 0.1932 ms 76.8% triton_mm_3453 0.2020 ms 73.5% triton_mm_3449 0.2025 ms 73.3% SingleProcess AUTOTUNE benchmarking takes 2.4858 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1341 ms 100.0% triton_mm_3436 0.1377 ms 97.4% triton_mm_3437 0.1441 ms 93.1% triton_mm_3438 0.1520 ms 88.2% triton_mm_3431 0.1704 ms 78.7% triton_mm_3429 0.1732 ms 77.4% triton_mm_3433 0.1745 ms 76.9% triton_mm_3430 0.1809 ms 74.2% triton_mm_3434 0.1884 ms 71.2% triton_mm_3432 0.1946 ms 68.9% SingleProcess AUTOTUNE benchmarking takes 2.4832 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.5037 ms 100.0% triton_mm_3584 0.5330 ms 94.5% triton_mm_3585 0.5459 ms 92.3% triton_mm_3586 0.5626 ms 89.5% triton_mm_3579 0.6694 ms 75.2% triton_mm_3577 0.6700 ms 75.2% triton_mm_3581 0.6811 ms 74.0% triton_mm_3580 0.7020 ms 71.8% triton_mm_3578 0.7425 ms 67.8% triton_mm_3582 0.7560 ms 66.6% SingleProcess AUTOTUNE benchmarking takes 2.5997 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1346 ms 100.0% triton_mm_3622 0.1380 ms 97.5% triton_mm_3623 0.1442 ms 93.3% triton_mm_3624 0.1514 ms 88.9% triton_mm_3617 0.1704 ms 79.0% triton_mm_3615 0.1728 ms 77.9% triton_mm_3619 0.1747 ms 77.0% triton_mm_3616 0.1806 ms 74.5% triton_mm_3620 0.1888 ms 71.3% triton_mm_3618 0.1957 ms 68.8% SingleProcess AUTOTUNE benchmarking takes 2.4725 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1344 ms 100.0% triton_mm_3808 0.1374 ms 97.8% triton_mm_3809 0.1432 ms 93.8% triton_mm_3810 0.1523 ms 88.3% triton_mm_3803 0.1706 ms 78.8% triton_mm_3801 0.1716 ms 78.4% triton_mm_3805 0.1747 ms 77.0% triton_mm_3802 0.1806 ms 74.4% triton_mm_3806 0.1874 ms 71.7% triton_mm_3804 0.1937 ms 69.4% SingleProcess AUTOTUNE benchmarking takes 2.4702 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x768, 768x2048) triton_mm_5778 0.1001 ms 100.0% triton_mm_5779 0.1042 ms 96.1% triton_mm_5775 0.1194 ms 83.8% triton_mm_5771 0.1197 ms 83.6% triton_mm_5773 0.1201 ms 83.3% mm 0.1218 ms 82.2% triton_mm_5780 0.1285 ms 77.9% triton_mm_5772 0.1293 ms 77.4% triton_mm_5776 0.1337 ms 74.9% triton_mm_5774 0.1557 ms 64.3% SingleProcess AUTOTUNE benchmarking takes 10.7510 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x2048, 2048x2048) mm 0.2382 ms 100.0% triton_mm_5816 0.2388 ms 99.8% triton_mm_5817 0.2483 ms 96.0% triton_mm_5818 0.2624 ms 90.8% triton_mm_5809 0.3014 ms 79.0% triton_mm_5811 0.3014 ms 79.0% triton_mm_5813 0.3035 ms 78.5% triton_mm_5812 0.3232 ms 73.7% triton_mm_5810 0.3303 ms 72.1% triton_mm_5814 0.3381 ms 70.5% SingleProcess AUTOTUNE benchmarking takes 10.4231 seconds and 0.0000 seconds precompiling AUTOTUNE mm(2048x6864, 6864x2048) mm 0.2459 ms 100.0% triton_mm_5835 0.2818 ms 87.3% triton_mm_5836 0.2902 ms 84.7% triton_mm_5832 0.3187 ms 77.2% triton_mm_5828 0.3196 ms 76.9% triton_mm_5830 0.3301 ms 74.5% triton_mm_5833 0.3346 ms 73.5% triton_mm_5829 0.3411 ms 72.1% triton_mm_5837 0.3439 ms 71.5% triton_mm_5831 0.3742 ms 65.7% SingleProcess AUTOTUNE benchmarking takes 9.8989 seconds and 0.0000 seconds precompiling AUTOTUNE mm(2048x6864, 6864x1536) mm 0.1772 ms 100.0% triton_mm_5873 0.1868 ms 94.8% triton_mm_5874 0.1931 ms 91.7% triton_mm_5875 0.1997 ms 88.7% triton_mm_5869 0.2535 ms 69.9% triton_mm_5871 0.2622 ms 67.6% triton_mm_5867 0.2667 ms 66.4% triton_mm_5868 0.2697 ms 65.7% triton_mm_5870 0.2749 ms 64.4% triton_mm_5866 0.2766 ms 64.1% SingleProcess AUTOTUNE benchmarking takes 9.9838 seconds and 0.0000 seconds precompiling AUTOTUNE mm(768x6864, 6864x2048) mm 0.0959 ms 100.0% triton_mm_5798 0.1094 ms 87.7% triton_mm_5792 0.1177 ms 81.5% triton_mm_5799 0.1206 ms 79.5% triton_mm_5797 0.1216 ms 78.9% triton_mm_5790 0.1221 ms 78.5% triton_mm_5794 0.1244 ms 77.0% triton_mm_5793 0.1278 ms 75.0% triton_mm_5795 0.1320 ms 72.6% triton_mm_5791 0.1353 ms 70.8% SingleProcess AUTOTUNE benchmarking takes 9.7996 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x2048, 2048x1536) mm 0.1753 ms 100.0% triton_mm_5854 0.1813 ms 96.7% triton_mm_5855 0.1872 ms 93.6% triton_mm_5856 0.1963 ms 89.3% triton_mm_5849 0.2225 ms 78.8% triton_mm_5851 0.2259 ms 77.6% triton_mm_5847 0.2267 ms 77.3% triton_mm_5850 0.2437 ms 71.9% triton_mm_5848 0.2481 ms 70.7% triton_mm_5852 0.2540 ms 69.0% SingleProcess AUTOTUNE benchmarking takes 10.1696 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6840, 6840x28) mm 0.0363 ms 100.0% triton_mm_7003 0.0486 ms 74.6% triton_mm_6996 0.0495 ms 73.2% triton_mm_6994 0.0581 ms 62.4% triton_mm_6995 0.0658 ms 55.1% triton_mm_7002 0.0702 ms 51.7% triton_mm_6993 0.0725 ms 50.0% triton_mm_6999 0.0730 ms 49.7% triton_mm_7008 0.0740 ms 49.0% triton_mm_7001 0.0805 ms 45.0% SingleProcess AUTOTUNE benchmarking takes 6.8152 seconds and 0.0000 seconds precompiling /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2198: UserWarning: Overwriting vit_tiny_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2207: UserWarning: Overwriting vit_tiny_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2216: UserWarning: Overwriting vit_small_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2225: UserWarning: Overwriting vit_small_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2234: UserWarning: Overwriting vit_small_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2243: UserWarning: Overwriting vit_small_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2252: UserWarning: Overwriting vit_small_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2261: UserWarning: Overwriting vit_base_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2271: UserWarning: Overwriting vit_base_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2281: UserWarning: Overwriting vit_base_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2291: UserWarning: Overwriting vit_base_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2301: UserWarning: Overwriting vit_base_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2311: UserWarning: Overwriting vit_large_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2320: UserWarning: Overwriting vit_large_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2330: UserWarning: Overwriting vit_large_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2340: UserWarning: Overwriting vit_large_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2350: UserWarning: Overwriting vit_large_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2359: UserWarning: Overwriting vit_huge_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2368: UserWarning: Overwriting vit_giant_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2377: UserWarning: Overwriting vit_gigantic_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2387: UserWarning: Overwriting vit_base_patch16_224_miil in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224_miil. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224_miil(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2398: UserWarning: Overwriting vit_medium_patch16_gap_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2410: UserWarning: Overwriting vit_medium_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2422: UserWarning: Overwriting vit_medium_patch16_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2434: UserWarning: Overwriting vit_betwixt_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2446: UserWarning: Overwriting vit_base_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2457: UserWarning: Overwriting vit_huge_patch14_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2468: UserWarning: Overwriting vit_huge_patch16_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch16_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch16_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2479: UserWarning: Overwriting vit_giant_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2491: UserWarning: Overwriting vit_xsmall_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_xsmall_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_xsmall_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2500: UserWarning: Overwriting vit_medium_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2510: UserWarning: Overwriting vit_medium_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2519: UserWarning: Overwriting vit_betwixt_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2529: UserWarning: Overwriting vit_base_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2540: UserWarning: Overwriting vit_base_patch32_clip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2551: UserWarning: Overwriting vit_base_patch32_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2562: UserWarning: Overwriting vit_base_patch32_clip_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2573: UserWarning: Overwriting vit_base_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2583: UserWarning: Overwriting vit_base_patch16_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2593: UserWarning: Overwriting vit_large_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2603: UserWarning: Overwriting vit_large_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2613: UserWarning: Overwriting vit_huge_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2623: UserWarning: Overwriting vit_huge_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2633: UserWarning: Overwriting vit_huge_patch14_clip_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2643: UserWarning: Overwriting vit_giant_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2656: UserWarning: Overwriting vit_gigantic_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2669: UserWarning: Overwriting vit_base_patch32_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2681: UserWarning: Overwriting vit_base_patch16_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2693: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2705: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2717: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2729: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2743: UserWarning: Overwriting vit_base_patch32_plus_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_plus_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_plus_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2753: UserWarning: Overwriting vit_base_patch16_plus_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_plus_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_plus_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2763: UserWarning: Overwriting vit_base_patch16_rpn_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_rpn_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_rpn_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2775: UserWarning: Overwriting vit_small_patch16_36x1_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_36x1_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_36x1_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2787: UserWarning: Overwriting vit_small_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2800: UserWarning: Overwriting vit_base_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2812: UserWarning: Overwriting eva_large_patch14_196 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_196. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_196(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2821: UserWarning: Overwriting eva_large_patch14_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2829: UserWarning: Overwriting flexivit_small in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_small. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_small(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2838: UserWarning: Overwriting flexivit_base in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_base. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_base(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2847: UserWarning: Overwriting flexivit_large in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_large. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_large(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2856: UserWarning: Overwriting vit_base_patch16_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2869: UserWarning: Overwriting vit_large_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2882: UserWarning: Overwriting vit_huge_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2895: UserWarning: Overwriting vit_small_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2905: UserWarning: Overwriting vit_base_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2915: UserWarning: Overwriting vit_large_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2925: UserWarning: Overwriting vit_giant_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2942: UserWarning: Overwriting vit_small_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2955: UserWarning: Overwriting vit_base_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2968: UserWarning: Overwriting vit_large_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2981: UserWarning: Overwriting vit_giant_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2998: UserWarning: Overwriting vit_base_patch16_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3008: UserWarning: Overwriting vit_base_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3018: UserWarning: Overwriting vit_base_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3028: UserWarning: Overwriting vit_base_patch16_siglip_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3038: UserWarning: Overwriting vit_large_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3048: UserWarning: Overwriting vit_large_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3058: UserWarning: Overwriting vit_so400m_patch14_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3068: UserWarning: Overwriting vit_so400m_patch14_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3078: UserWarning: Overwriting vit_base_patch16_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3089: UserWarning: Overwriting vit_base_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3100: UserWarning: Overwriting vit_base_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3111: UserWarning: Overwriting vit_base_patch16_siglip_gap_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3122: UserWarning: Overwriting vit_large_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3133: UserWarning: Overwriting vit_large_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3144: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3156: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3168: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3180: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_896 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_896. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_896(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3192: UserWarning: Overwriting vit_wee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_wee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_wee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3203: UserWarning: Overwriting vit_pwee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_pwee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_pwee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3214: UserWarning: Overwriting vit_little_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3225: UserWarning: Overwriting vit_little_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3236: UserWarning: Overwriting vit_medium_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3247: UserWarning: Overwriting vit_medium_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3258: UserWarning: Overwriting vit_mediumd_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_mediumd_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_mediumd_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3269: UserWarning: Overwriting vit_betwixt_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3280: UserWarning: Overwriting vit_betwixt_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3291: UserWarning: Overwriting vit_base_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3302: UserWarning: Overwriting vit_so150m_patch16_reg4_map_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_map_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_map_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3313: UserWarning: Overwriting vit_so150m_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/train.py:99: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature. checkpoint = torch.load(vae_ckpt, map_location="cpu") /home/user/VAR/utils/amp_sc.py:27: FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead. self.scaler = torch.cuda.amp.GradScaler(init_scale=2. ** 11, growth_interval=1000) if self.using_fp16_rather_bf16 else None # only fp16 needs a scaler /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(6840x28, 28x1536) triton_mm_7 0.0331 ms 100.0% triton_mm_6 0.0346 ms 95.7% triton_mm_11 0.0346 ms 95.7% triton_mm_8 0.0346 ms 95.7% triton_mm_9 0.0347 ms 95.6% triton_mm_4 0.0352 ms 94.2% triton_mm_12 0.0356 ms 92.9% triton_mm_15 0.0363 ms 91.3% triton_mm_14 0.0371 ms 89.4% triton_mm_16 0.0381 ms 86.9% SingleProcess AUTOTUNE benchmarking takes 2.1460 seconds and 0.0180 seconds precompiling AUTOTUNE addmm(24x9216, 24x1536, 1536x9216) triton_mm_33 0.0358 ms 100.0% triton_mm_29 0.0361 ms 99.4% triton_mm_25 0.0367 ms 97.6% triton_mm_28 0.0369 ms 97.1% triton_mm_21 0.0372 ms 96.2% triton_mm_24 0.0374 ms 95.7% triton_mm_18 0.0377 ms 95.1% bias_addmm 0.0383 ms 93.6% triton_mm_19 0.0411 ms 87.3% triton_mm_27 0.0423 ms 84.7% SingleProcess AUTOTUNE benchmarking takes 2.2152 seconds and 0.0009 seconds precompiling AUTOTUNE addmm(6864x4608, 6864x1536, 1536x4608) triton_mm_51 0.4353 ms 100.0% triton_mm_50 0.4380 ms 99.4% triton_mm_52 0.4829 ms 90.1% triton_mm_45 0.5158 ms 84.4% triton_mm_43 0.5390 ms 80.8% triton_mm_47 0.5436 ms 80.1% triton_mm_44 0.5990 ms 72.7% triton_mm_46 0.6065 ms 71.8% addmm 0.6091 ms 71.5% triton_mm_48 0.6179 ms 70.5% SingleProcess AUTOTUNE benchmarking takes 2.6900 seconds and 0.0023 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x1536, 1536x1536) triton_mm_70 0.1477 ms 100.0% triton_mm_69 0.1492 ms 99.0% triton_mm_71 0.1613 ms 91.5% bias_addmm 0.1659 ms 89.0% triton_mm_64 0.1779 ms 83.0% addmm 0.1784 ms 82.8% triton_mm_62 0.1851 ms 79.8% triton_mm_66 0.1855 ms 79.6% triton_mm_63 0.2008 ms 73.5% triton_mm_67 0.2053 ms 71.9% SingleProcess AUTOTUNE benchmarking takes 2.5696 seconds and 0.0010 seconds precompiling AUTOTUNE addmm(6864x6144, 6864x1536, 1536x6144) triton_mm_89 0.5753 ms 100.0% triton_mm_88 0.5804 ms 99.1% triton_mm_90 0.6376 ms 90.2% triton_mm_83 0.6983 ms 82.4% triton_mm_85 0.7215 ms 79.7% addmm 0.7292 ms 78.9% triton_mm_81 0.7356 ms 78.2% triton_mm_82 0.8110 ms 70.9% bias_addmm 0.8158 ms 70.5% triton_mm_86 0.8231 ms 69.9% SingleProcess AUTOTUNE benchmarking takes 2.7379 seconds and 0.5959 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_108 0.5322 ms 100.0% triton_mm_107 0.5520 ms 96.4% addmm 0.5637 ms 94.4% triton_mm_109 0.5716 ms 93.1% bias_addmm 0.6085 ms 87.5% triton_mm_102 0.6725 ms 79.1% triton_mm_100 0.6982 ms 76.2% triton_mm_104 0.7009 ms 75.9% triton_mm_103 0.7029 ms 75.7% triton_mm_105 0.7710 ms 69.0% SingleProcess AUTOTUNE benchmarking takes 2.7399 seconds and 0.1725 seconds precompiling AUTOTUNE addmm(24x9216, 24x1536, 1536x9216) triton_mm_122 0.0353 ms 100.0% triton_mm_126 0.0359 ms 98.2% triton_mm_121 0.0370 ms 95.3% bias_addmm 0.0371 ms 95.1% triton_mm_117 0.0376 ms 93.8% triton_mm_111 0.0377 ms 93.6% triton_mm_118 0.0377 ms 93.5% triton_mm_114 0.0381 ms 92.4% triton_mm_112 0.0423 ms 83.4% triton_mm_120 0.0424 ms 83.2% SingleProcess AUTOTUNE benchmarking takes 2.2030 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_201 0.5368 ms 100.0% triton_mm_200 0.5521 ms 97.2% triton_mm_202 0.5673 ms 94.6% addmm 0.6016 ms 89.2% bias_addmm 0.6095 ms 88.1% triton_mm_195 0.6743 ms 79.6% triton_mm_193 0.7006 ms 76.6% triton_mm_197 0.7022 ms 76.4% triton_mm_196 0.7084 ms 75.8% triton_mm_198 0.7742 ms 69.3% SingleProcess AUTOTUNE benchmarking takes 2.7286 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(24x9216, 24x1536, 1536x9216) triton_mm_219 0.0353 ms 100.0% triton_mm_214 0.0357 ms 99.0% triton_mm_215 0.0361 ms 98.0% triton_mm_207 0.0372 ms 94.8% triton_mm_210 0.0375 ms 94.1% triton_mm_211 0.0377 ms 93.7% triton_mm_204 0.0378 ms 93.4% bias_addmm 0.0389 ms 90.7% triton_mm_205 0.0408 ms 86.5% triton_mm_206 0.0415 ms 85.1% SingleProcess AUTOTUNE benchmarking takes 2.2129 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x2048, 6864x1536, 1536x2048) triton_mm_592 0.1892 ms 100.0% triton_mm_591 0.1895 ms 99.8% triton_mm_593 0.2078 ms 91.0% triton_mm_586 0.2265 ms 83.5% triton_mm_584 0.2349 ms 80.5% triton_mm_588 0.2372 ms 79.7% bias_addmm 0.2428 ms 77.9% triton_mm_585 0.2594 ms 72.9% triton_mm_589 0.2631 ms 71.9% triton_mm_587 0.2689 ms 70.3% SingleProcess AUTOTUNE benchmarking takes 2.5470 seconds and 0.0182 seconds precompiling AUTOTUNE addmm(6864x2048, 6864x2048, 2048x2048) triton_mm_610 0.2437 ms 100.0% triton_mm_611 0.2440 ms 99.9% bias_addmm 0.2626 ms 92.8% triton_mm_612 0.2684 ms 90.8% triton_mm_605 0.3004 ms 81.1% addmm 0.3021 ms 80.7% triton_mm_603 0.3063 ms 79.6% triton_mm_607 0.3112 ms 78.3% triton_mm_606 0.3319 ms 73.4% triton_mm_608 0.3466 ms 70.3% SingleProcess AUTOTUNE benchmarking takes 2.6357 seconds and 0.0010 seconds precompiling AUTOTUNE mm(6864x2048, 2048x768) mm 0.0922 ms 100.0% triton_mm_630 0.0945 ms 97.6% triton_mm_629 0.0996 ms 92.6% triton_mm_631 0.1004 ms 91.9% triton_mm_624 0.1139 ms 81.0% triton_mm_626 0.1164 ms 79.3% triton_mm_622 0.1168 ms 78.9% triton_mm_625 0.1272 ms 72.5% triton_mm_627 0.1326 ms 69.5% triton_mm_623 0.1340 ms 68.8% SingleProcess AUTOTUNE benchmarking takes 2.4269 seconds and 0.0010 seconds precompiling AUTOTUNE mm(24x1536, 1536x3072) triton_mm_2314 0.0168 ms 100.0% triton_mm_2310 0.0181 ms 92.6% triton_mm_2318 0.0189 ms 89.0% triton_mm_2322 0.0194 ms 86.8% mm 0.0213 ms 78.9% triton_mm_2309 0.0220 ms 76.5% triton_mm_2313 0.0221 ms 75.9% triton_mm_2317 0.0230 ms 73.1% triton_mm_2308 0.0255 ms 66.0% triton_mm_2307 0.0259 ms 65.0% SingleProcess AUTOTUNE benchmarking takes 7.6014 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x32768, 6864x1536, 1536x32768) triton_mm_2340 3.0230 ms 100.0% bias_addmm 3.0321 ms 99.7% triton_mm_2339 3.0885 ms 97.9% triton_mm_2341 3.3854 ms 89.3% triton_mm_2334 3.6571 ms 82.7% addmm 3.6723 ms 82.3% triton_mm_2336 3.7836 ms 79.9% triton_mm_2332 3.9145 ms 77.2% triton_mm_2337 4.2512 ms 71.1% triton_mm_2335 4.2614 ms 70.9% SingleProcess AUTOTUNE benchmarking takes 12.7412 seconds and 0.0000 seconds precompiling /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(32768x6864, 6864x1536) mm 2.7394 ms 100.0% triton_mm_2377 2.7672 ms 99.0% triton_mm_2378 2.8673 ms 95.5% triton_mm_2379 3.0406 ms 90.1% triton_mm_2372 3.5749 ms 76.6% triton_mm_2370 3.6338 ms 75.4% triton_mm_2374 3.6765 ms 74.5% triton_mm_2373 3.7592 ms 72.9% triton_mm_2375 3.8889 ms 70.4% triton_mm_2371 3.9724 ms 69.0% SingleProcess AUTOTUNE benchmarking takes 9.9333 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5314 ms 100.0% triton_mm_2449 0.5560 ms 95.6% triton_mm_2450 0.5733 ms 92.7% triton_mm_2451 0.5949 ms 89.3% triton_mm_2444 0.6658 ms 79.8% triton_mm_2446 0.6767 ms 78.5% triton_mm_2442 0.6842 ms 77.7% triton_mm_2445 0.7067 ms 75.2% triton_mm_2447 0.7235 ms 73.5% triton_mm_2443 0.7369 ms 72.1% SingleProcess AUTOTUNE benchmarking takes 9.7876 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3072x24, 24x1536) triton_mm_2403 0.0144 ms 100.0% triton_mm_2402 0.0151 ms 95.1% triton_mm_2412 0.0152 ms 94.5% triton_mm_2405 0.0153 ms 94.1% triton_mm_2404 0.0156 ms 92.4% triton_mm_2406 0.0158 ms 91.0% triton_mm_2409 0.0158 ms 91.0% triton_mm_2408 0.0160 ms 90.0% triton_mm_2407 0.0162 ms 88.8% triton_mm_2410 0.0164 ms 87.5% SingleProcess AUTOTUNE benchmarking takes 5.8351 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x3072, 3072x1536) triton_mm_2384 0.0187 ms 100.0% mm 0.0220 ms 85.0% triton_mm_2388 0.0225 ms 83.1% triton_mm_2392 0.0237 ms 78.8% triton_mm_2396 0.0287 ms 65.2% triton_mm_2383 0.0305 ms 61.3% triton_mm_2382 0.0316 ms 59.2% triton_mm_2387 0.0329 ms 56.9% triton_mm_2391 0.0333 ms 56.2% triton_mm_2381 0.0349 ms 53.5% SingleProcess AUTOTUNE benchmarking takes 7.1862 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x32768, 32768x1536) mm 2.6153 ms 100.0% triton_mm_2358 2.8066 ms 93.2% triton_mm_2359 2.8225 ms 92.7% triton_mm_2360 2.9180 ms 89.6% triton_mm_2354 3.6567 ms 71.5% triton_mm_2351 3.7256 ms 70.2% triton_mm_2353 3.7602 ms 69.6% triton_mm_2352 3.8978 ms 67.1% triton_mm_2356 4.0209 ms 65.0% triton_mm_2355 4.0581 ms 64.4% SingleProcess AUTOTUNE benchmarking takes 10.1795 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) triton_mm_2430 0.5356 ms 100.0% mm 0.5477 ms 97.8% triton_mm_2431 0.5540 ms 96.7% triton_mm_2432 0.5947 ms 90.1% triton_mm_2425 0.6648 ms 80.6% triton_mm_2423 0.6694 ms 80.0% triton_mm_2424 0.7090 ms 75.5% triton_mm_2428 0.7310 ms 73.3% triton_mm_2427 0.7350 ms 72.9% triton_mm_2426 0.7588 ms 70.6% SingleProcess AUTOTUNE benchmarking takes 10.9628 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) triton_mm_2468 0.5241 ms 100.0% triton_mm_2469 0.5367 ms 97.7% mm 0.5525 ms 94.9% triton_mm_2470 0.5567 ms 94.2% triton_mm_2463 0.6585 ms 79.6% triton_mm_2461 0.6604 ms 79.4% triton_mm_2465 0.6666 ms 78.6% triton_mm_2464 0.6938 ms 75.5% triton_mm_2462 0.7338 ms 71.4% triton_mm_2466 0.7474 ms 70.1% SingleProcess AUTOTUNE benchmarking takes 2.6337 seconds and 1.0885 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5244 ms 100.0% triton_mm_2487 0.5572 ms 94.1% triton_mm_2488 0.5780 ms 90.7% triton_mm_2489 0.6032 ms 86.9% triton_mm_2482 0.6698 ms 78.3% triton_mm_2480 0.6829 ms 76.8% triton_mm_2484 0.6847 ms 76.6% triton_mm_2483 0.7216 ms 72.7% triton_mm_2485 0.7395 ms 70.9% triton_mm_2481 0.7514 ms 69.8% SingleProcess AUTOTUNE benchmarking takes 2.6053 seconds and 0.0010 seconds precompiling AUTOTUNE mm(6864x4608, 4608x1536) triton_mm_2544 0.3899 ms 100.0% triton_mm_2545 0.4003 ms 97.4% triton_mm_2546 0.4158 ms 93.8% mm 0.4209 ms 92.6% triton_mm_2537 0.4907 ms 79.5% triton_mm_2539 0.4911 ms 79.4% triton_mm_2541 0.5012 ms 77.8% triton_mm_2540 0.5153 ms 75.6% triton_mm_2538 0.5399 ms 72.2% triton_mm_2542 0.5530 ms 70.5% SingleProcess AUTOTUNE benchmarking takes 9.7357 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x6864, 6864x1536) mm 0.3616 ms 100.0% triton_mm_2563 0.3806 ms 95.0% triton_mm_2564 0.3903 ms 92.6% triton_mm_2565 0.4070 ms 88.9% triton_mm_2558 0.4974 ms 72.7% triton_mm_2556 0.4985 ms 72.5% triton_mm_2560 0.5046 ms 71.7% triton_mm_2561 0.5292 ms 68.3% triton_mm_2559 0.5327 ms 67.9% triton_mm_2557 0.5386 ms 67.1% SingleProcess AUTOTUNE benchmarking takes 9.8826 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1468 ms 100.0% triton_mm_2518 0.1714 ms 85.7% triton_mm_2522 0.1730 ms 84.9% triton_mm_2525 0.1764 ms 83.2% triton_mm_2520 0.1870 ms 78.5% triton_mm_2526 0.1898 ms 77.4% triton_mm_2521 0.1921 ms 76.5% triton_mm_2527 0.1934 ms 75.9% triton_mm_2523 0.2001 ms 73.4% triton_mm_2519 0.2047 ms 71.7% SingleProcess AUTOTUNE benchmarking takes 2.4684 seconds and 0.0011 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1340 ms 100.0% triton_mm_2506 0.1377 ms 97.4% triton_mm_2507 0.1439 ms 93.1% triton_mm_2508 0.1535 ms 87.3% triton_mm_2501 0.1707 ms 78.5% triton_mm_2499 0.1714 ms 78.2% triton_mm_2503 0.1752 ms 76.5% triton_mm_2500 0.1806 ms 74.2% triton_mm_2504 0.1872 ms 71.6% triton_mm_2502 0.1936 ms 69.2% SingleProcess AUTOTUNE benchmarking takes 2.4684 seconds and 0.0010 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_2594 0.0257 ms 100.0% triton_mm_2598 0.0263 ms 97.6% triton_mm_2591 0.0264 ms 97.2% triton_mm_2595 0.0268 ms 96.0% triton_mm_2592 0.0269 ms 95.4% triton_mm_2588 0.0275 ms 93.5% triton_mm_2589 0.0275 ms 93.4% triton_mm_2599 0.0281 ms 91.4% triton_mm_2593 0.0283 ms 90.9% triton_mm_2596 0.0287 ms 89.4% SingleProcess AUTOTUNE benchmarking takes 5.8779 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5289 ms 100.0% triton_mm_2635 0.5631 ms 93.9% triton_mm_2636 0.5794 ms 91.3% triton_mm_2637 0.6025 ms 87.8% triton_mm_2630 0.6797 ms 77.8% triton_mm_2632 0.6890 ms 76.8% triton_mm_2628 0.6934 ms 76.3% triton_mm_2631 0.7215 ms 73.3% triton_mm_2633 0.7356 ms 71.9% triton_mm_2629 0.7510 ms 70.4% SingleProcess AUTOTUNE benchmarking takes 2.5964 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0403 ms 100.0% triton_mm_2574 0.0417 ms 96.6% triton_mm_2570 0.0426 ms 94.7% triton_mm_2578 0.0543 ms 74.3% triton_mm_2582 0.0679 ms 59.3% triton_mm_2569 0.0719 ms 56.0% triton_mm_2568 0.0789 ms 51.1% triton_mm_2573 0.0850 ms 47.4% triton_mm_2577 0.0869 ms 46.4% triton_mm_2567 0.0917 ms 44.0% SingleProcess AUTOTUNE benchmarking takes 6.7052 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5343 ms 100.0% triton_mm_2616 0.5450 ms 98.0% triton_mm_2617 0.5641 ms 94.7% triton_mm_2618 0.6094 ms 87.7% triton_mm_2611 0.6762 ms 79.0% triton_mm_2609 0.6828 ms 78.3% triton_mm_2613 0.6859 ms 77.9% triton_mm_2610 0.7197 ms 74.2% triton_mm_2614 0.7481 ms 71.4% triton_mm_2612 0.7708 ms 69.3% SingleProcess AUTOTUNE benchmarking takes 2.6036 seconds and 0.0003 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4919 ms 100.0% triton_mm_2654 0.5281 ms 93.1% triton_mm_2655 0.5380 ms 91.4% triton_mm_2656 0.5552 ms 88.6% triton_mm_2647 0.6642 ms 74.1% triton_mm_2649 0.6642 ms 74.1% triton_mm_2651 0.6775 ms 72.6% triton_mm_2650 0.7078 ms 69.5% triton_mm_2648 0.7350 ms 66.9% triton_mm_2652 0.7548 ms 65.2% SingleProcess AUTOTUNE benchmarking takes 2.6044 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x4608, 4608x1536) mm 0.3707 ms 100.0% triton_mm_2730 0.3951 ms 93.8% triton_mm_2731 0.4060 ms 91.3% triton_mm_2732 0.4227 ms 87.7% triton_mm_2725 0.4945 ms 75.0% triton_mm_2723 0.4998 ms 74.2% triton_mm_2727 0.5100 ms 72.7% triton_mm_2726 0.5190 ms 71.4% triton_mm_2724 0.5493 ms 67.5% triton_mm_2728 0.5606 ms 66.1% SingleProcess AUTOTUNE benchmarking takes 2.5662 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x6864, 6864x1536) mm 0.3641 ms 100.0% triton_mm_2749 0.3859 ms 94.4% triton_mm_2750 0.3964 ms 91.8% triton_mm_2751 0.4125 ms 88.3% triton_mm_2742 0.5072 ms 71.8% triton_mm_2744 0.5088 ms 71.6% triton_mm_2746 0.5145 ms 70.8% triton_mm_2747 0.5418 ms 67.2% triton_mm_2745 0.5428 ms 67.1% triton_mm_2743 0.5502 ms 66.2% SingleProcess AUTOTUNE benchmarking takes 2.5672 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1496 ms 100.0% triton_mm_2704 0.1715 ms 87.2% triton_mm_2708 0.1732 ms 86.4% triton_mm_2711 0.1765 ms 84.7% triton_mm_2706 0.1875 ms 79.8% triton_mm_2712 0.1900 ms 78.7% triton_mm_2707 0.1919 ms 77.9% triton_mm_2713 0.1944 ms 76.9% triton_mm_2709 0.2012 ms 74.3% triton_mm_2705 0.2038 ms 73.4% SingleProcess AUTOTUNE benchmarking takes 2.4661 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1358 ms 100.0% triton_mm_2692 0.1391 ms 97.6% triton_mm_2693 0.1450 ms 93.7% triton_mm_2694 0.1527 ms 89.0% triton_mm_2687 0.1701 ms 79.8% triton_mm_2685 0.1725 ms 78.7% triton_mm_2689 0.1751 ms 77.6% triton_mm_2686 0.1803 ms 75.4% triton_mm_2690 0.1884 ms 72.1% triton_mm_2688 0.1940 ms 70.0% SingleProcess AUTOTUNE benchmarking takes 2.4650 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_2781 0.0255 ms 100.0% triton_mm_2780 0.0257 ms 99.3% triton_mm_2775 0.0264 ms 96.5% triton_mm_2777 0.0264 ms 96.5% triton_mm_2778 0.0269 ms 94.6% triton_mm_2774 0.0275 ms 92.8% triton_mm_2784 0.0275 ms 92.5% triton_mm_2783 0.0281 ms 90.7% triton_mm_2785 0.0281 ms 90.7% triton_mm_2779 0.0282 ms 90.4% SingleProcess AUTOTUNE benchmarking takes 2.1290 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5319 ms 100.0% triton_mm_2821 0.5635 ms 94.4% triton_mm_2822 0.5819 ms 91.4% triton_mm_2823 0.6030 ms 88.2% triton_mm_2816 0.6762 ms 78.7% triton_mm_2818 0.6889 ms 77.2% triton_mm_2814 0.6913 ms 76.9% triton_mm_2817 0.7165 ms 74.2% triton_mm_2819 0.7364 ms 72.2% triton_mm_2815 0.7595 ms 70.0% SingleProcess AUTOTUNE benchmarking takes 2.6005 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0403 ms 100.0% triton_mm_2760 0.0405 ms 99.6% triton_mm_2756 0.0428 ms 94.1% triton_mm_2764 0.0543 ms 74.2% triton_mm_2768 0.0680 ms 59.3% triton_mm_2755 0.0719 ms 56.1% triton_mm_2754 0.0788 ms 51.2% triton_mm_2759 0.0850 ms 47.4% triton_mm_2763 0.0868 ms 46.4% triton_mm_2753 0.0909 ms 44.3% SingleProcess AUTOTUNE benchmarking takes 2.1289 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5380 ms 100.0% triton_mm_2802 0.5453 ms 98.7% triton_mm_2803 0.5686 ms 94.6% triton_mm_2804 0.6100 ms 88.2% triton_mm_2797 0.6778 ms 79.4% triton_mm_2795 0.6844 ms 78.6% triton_mm_2799 0.6919 ms 77.8% triton_mm_2796 0.7263 ms 74.1% triton_mm_2800 0.7476 ms 72.0% triton_mm_2798 0.7762 ms 69.3% SingleProcess AUTOTUNE benchmarking takes 2.6032 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4928 ms 100.0% triton_mm_2840 0.5262 ms 93.6% triton_mm_2841 0.5373 ms 91.7% triton_mm_2842 0.5624 ms 87.6% triton_mm_2833 0.6624 ms 74.4% triton_mm_2835 0.6700 ms 73.5% triton_mm_2837 0.6780 ms 72.7% triton_mm_2836 0.7015 ms 70.2% triton_mm_2834 0.7344 ms 67.1% triton_mm_2838 0.7558 ms 65.2% SingleProcess AUTOTUNE benchmarking takes 2.6114 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_2967 0.0255 ms 100.0% triton_mm_2964 0.0257 ms 99.0% triton_mm_2966 0.0257 ms 99.0% triton_mm_2970 0.0264 ms 96.6% triton_mm_2965 0.0270 ms 94.2% triton_mm_2960 0.0275 ms 92.5% triton_mm_2961 0.0276 ms 92.1% triton_mm_2963 0.0277 ms 92.0% triton_mm_2971 0.0281 ms 90.7% triton_mm_2962 0.0284 ms 89.5% SingleProcess AUTOTUNE benchmarking takes 2.1393 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5313 ms 100.0% triton_mm_3007 0.5634 ms 94.3% triton_mm_3008 0.5813 ms 91.4% triton_mm_3009 0.6033 ms 88.1% triton_mm_3002 0.6740 ms 78.8% triton_mm_3004 0.6882 ms 77.2% triton_mm_3000 0.6957 ms 76.4% triton_mm_3003 0.7211 ms 73.7% triton_mm_3005 0.7362 ms 72.2% triton_mm_3001 0.7521 ms 70.7% SingleProcess AUTOTUNE benchmarking takes 2.6030 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0404 ms 100.0% triton_mm_2946 0.0420 ms 96.2% triton_mm_2942 0.0425 ms 95.0% triton_mm_2950 0.0531 ms 76.0% triton_mm_2954 0.0680 ms 59.4% triton_mm_2941 0.0728 ms 55.5% triton_mm_2940 0.0781 ms 51.7% triton_mm_2945 0.0843 ms 47.9% triton_mm_2949 0.0860 ms 47.0% triton_mm_2939 0.0919 ms 44.0% SingleProcess AUTOTUNE benchmarking takes 2.1242 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4924 ms 100.0% triton_mm_3026 0.5263 ms 93.6% triton_mm_3027 0.5366 ms 91.8% triton_mm_3028 0.5568 ms 88.4% triton_mm_3019 0.6693 ms 73.6% triton_mm_3021 0.6693 ms 73.6% triton_mm_3023 0.6752 ms 72.9% triton_mm_3022 0.7020 ms 70.2% triton_mm_3020 0.7336 ms 67.1% triton_mm_3024 0.7469 ms 65.9% SingleProcess AUTOTUNE benchmarking takes 2.6052 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_3153 0.0267 ms 100.0% triton_mm_3152 0.0269 ms 99.3% triton_mm_3150 0.0269 ms 99.2% triton_mm_3151 0.0271 ms 98.8% triton_mm_3149 0.0275 ms 97.3% triton_mm_3146 0.0275 ms 97.3% triton_mm_3147 0.0275 ms 97.3% triton_mm_3156 0.0276 ms 97.0% triton_mm_3154 0.0287 ms 93.2% triton_mm_3155 0.0292 ms 91.7% SingleProcess AUTOTUNE benchmarking takes 2.1066 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5355 ms 100.0% triton_mm_3193 0.5603 ms 95.6% triton_mm_3194 0.5800 ms 92.3% triton_mm_3195 0.6016 ms 89.0% triton_mm_3188 0.6692 ms 80.0% triton_mm_3190 0.6833 ms 78.4% triton_mm_3186 0.6904 ms 77.6% triton_mm_3189 0.7144 ms 75.0% triton_mm_3191 0.7347 ms 72.9% triton_mm_3187 0.7501 ms 71.4% SingleProcess AUTOTUNE benchmarking takes 2.6024 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0404 ms 100.0% triton_mm_3132 0.0418 ms 96.8% triton_mm_3128 0.0425 ms 95.2% triton_mm_3136 0.0543 ms 74.5% triton_mm_3140 0.0680 ms 59.5% triton_mm_3127 0.0728 ms 55.6% triton_mm_3126 0.0781 ms 51.8% triton_mm_3131 0.0843 ms 48.0% triton_mm_3135 0.0868 ms 46.6% triton_mm_3125 0.0908 ms 44.5% SingleProcess AUTOTUNE benchmarking takes 2.1396 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4899 ms 100.0% triton_mm_3212 0.5272 ms 92.9% triton_mm_3213 0.5370 ms 91.2% triton_mm_3214 0.5544 ms 88.4% triton_mm_3207 0.6653 ms 73.6% triton_mm_3205 0.6681 ms 73.3% triton_mm_3209 0.6775 ms 72.3% triton_mm_3208 0.6947 ms 70.5% triton_mm_3206 0.7409 ms 66.1% triton_mm_3210 0.7474 ms 65.5% SingleProcess AUTOTUNE benchmarking takes 2.6031 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_3339 0.0255 ms 100.0% triton_mm_3336 0.0257 ms 99.1% triton_mm_3333 0.0265 ms 96.3% triton_mm_3338 0.0271 ms 94.1% triton_mm_3340 0.0275 ms 92.7% triton_mm_3342 0.0277 ms 92.2% triton_mm_3335 0.0277 ms 92.1% triton_mm_3343 0.0281 ms 90.8% triton_mm_3337 0.0284 ms 89.9% triton_mm_3332 0.0287 ms 89.0% SingleProcess AUTOTUNE benchmarking takes 2.1381 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5279 ms 100.0% triton_mm_3379 0.5613 ms 94.1% triton_mm_3380 0.5816 ms 90.8% triton_mm_3381 0.6032 ms 87.5% triton_mm_3374 0.6695 ms 78.8% triton_mm_3372 0.6857 ms 77.0% triton_mm_3376 0.6866 ms 76.9% triton_mm_3375 0.7195 ms 73.4% triton_mm_3377 0.7299 ms 72.3% triton_mm_3373 0.7511 ms 70.3% SingleProcess AUTOTUNE benchmarking takes 2.6086 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0403 ms 100.0% triton_mm_3318 0.0419 ms 96.0% triton_mm_3314 0.0426 ms 94.6% triton_mm_3322 0.0531 ms 75.8% triton_mm_3326 0.0694 ms 58.0% triton_mm_3313 0.0719 ms 56.0% triton_mm_3312 0.0790 ms 51.0% triton_mm_3317 0.0843 ms 47.8% triton_mm_3321 0.0861 ms 46.8% triton_mm_3311 0.0909 ms 44.3% SingleProcess AUTOTUNE benchmarking takes 2.1398 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4912 ms 100.0% triton_mm_3398 0.5245 ms 93.7% triton_mm_3399 0.5364 ms 91.6% triton_mm_3400 0.5569 ms 88.2% triton_mm_3391 0.6565 ms 74.8% triton_mm_3393 0.6687 ms 73.5% triton_mm_3395 0.6765 ms 72.6% triton_mm_3394 0.7019 ms 70.0% triton_mm_3392 0.7326 ms 67.1% triton_mm_3396 0.7470 ms 65.8% SingleProcess AUTOTUNE benchmarking takes 2.6082 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_3525 0.0255 ms 100.0% triton_mm_3522 0.0257 ms 99.1% triton_mm_3524 0.0257 ms 99.1% triton_mm_3528 0.0264 ms 96.7% triton_mm_3518 0.0275 ms 92.7% triton_mm_3519 0.0276 ms 92.2% triton_mm_3521 0.0276 ms 92.2% triton_mm_3523 0.0284 ms 89.9% triton_mm_3526 0.0288 ms 88.5% triton_mm_3527 0.0294 ms 86.9% SingleProcess AUTOTUNE benchmarking takes 2.1614 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5351 ms 100.0% triton_mm_3565 0.5605 ms 95.5% triton_mm_3566 0.5798 ms 92.3% triton_mm_3567 0.6020 ms 88.9% triton_mm_3560 0.6741 ms 79.4% triton_mm_3562 0.6861 ms 78.0% triton_mm_3558 0.6949 ms 77.0% triton_mm_3561 0.7195 ms 74.4% triton_mm_3563 0.7351 ms 72.8% triton_mm_3559 0.7471 ms 71.6% SingleProcess AUTOTUNE benchmarking takes 2.6090 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0404 ms 100.0% triton_mm_3504 0.0419 ms 96.5% triton_mm_3500 0.0427 ms 94.7% triton_mm_3508 0.0545 ms 74.3% triton_mm_3512 0.0680 ms 59.5% triton_mm_3499 0.0728 ms 55.6% triton_mm_3498 0.0781 ms 51.8% triton_mm_3503 0.0842 ms 48.0% triton_mm_3507 0.0870 ms 46.5% triton_mm_3497 0.0909 ms 44.5% SingleProcess AUTOTUNE benchmarking takes 2.1489 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4948 ms 100.0% triton_mm_3584 0.5246 ms 94.3% triton_mm_3585 0.5363 ms 92.3% triton_mm_3586 0.5567 ms 88.9% triton_mm_3579 0.6583 ms 75.2% triton_mm_3577 0.6601 ms 75.0% triton_mm_3581 0.6673 ms 74.2% triton_mm_3580 0.7002 ms 70.7% triton_mm_3578 0.7335 ms 67.5% triton_mm_3582 0.7477 ms 66.2% SingleProcess AUTOTUNE benchmarking takes 2.6048 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4950 ms 100.0% triton_mm_3770 0.5250 ms 94.3% triton_mm_3771 0.5352 ms 92.5% triton_mm_3772 0.5527 ms 89.6% triton_mm_3765 0.6598 ms 75.0% triton_mm_3763 0.6687 ms 74.0% triton_mm_3767 0.6771 ms 73.1% triton_mm_3766 0.6940 ms 71.3% triton_mm_3764 0.7334 ms 67.5% triton_mm_3768 0.7468 ms 66.3% SingleProcess AUTOTUNE benchmarking takes 2.6120 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4948 ms 100.0% triton_mm_3956 0.5252 ms 94.2% triton_mm_3957 0.5351 ms 92.5% triton_mm_3958 0.5529 ms 89.5% triton_mm_3951 0.6590 ms 75.1% triton_mm_3949 0.6687 ms 74.0% triton_mm_3953 0.6765 ms 73.1% triton_mm_3952 0.6935 ms 71.4% triton_mm_3950 0.7337 ms 67.4% triton_mm_3954 0.7468 ms 66.3% SingleProcess AUTOTUNE benchmarking takes 2.6082 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x768, 768x2048) triton_mm_5778 0.0991 ms 100.0% mm 0.1013 ms 97.8% triton_mm_5779 0.1036 ms 95.6% triton_mm_5771 0.1183 ms 83.7% triton_mm_5773 0.1194 ms 83.0% triton_mm_5780 0.1284 ms 77.2% triton_mm_5772 0.1285 ms 77.1% triton_mm_5776 0.1329 ms 74.6% triton_mm_5775 0.1421 ms 69.7% triton_mm_5774 0.1560 ms 63.5% SingleProcess AUTOTUNE benchmarking takes 10.3886 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x2048, 2048x2048) triton_mm_5816 0.2340 ms 100.0% mm 0.2346 ms 99.7% triton_mm_5817 0.2435 ms 96.1% triton_mm_5818 0.2582 ms 90.6% triton_mm_5809 0.2944 ms 79.5% triton_mm_5811 0.2960 ms 79.0% triton_mm_5813 0.2989 ms 78.3% triton_mm_5812 0.3193 ms 73.3% triton_mm_5810 0.3251 ms 72.0% triton_mm_5814 0.3324 ms 70.4% SingleProcess AUTOTUNE benchmarking takes 10.3122 seconds and 0.0000 seconds precompiling AUTOTUNE mm(2048x6864, 6864x2048) mm 0.2415 ms 100.0% triton_mm_5835 0.2796 ms 86.3% triton_mm_5836 0.2874 ms 84.0% triton_mm_5837 0.2928 ms 82.5% triton_mm_5832 0.3131 ms 77.1% triton_mm_5828 0.3148 ms 76.7% triton_mm_5831 0.3212 ms 75.2% triton_mm_5830 0.3227 ms 74.8% triton_mm_5833 0.3296 ms 73.3% triton_mm_5829 0.3349 ms 72.1% SingleProcess AUTOTUNE benchmarking takes 9.9612 seconds and 0.0000 seconds precompiling AUTOTUNE mm(2048x6864, 6864x1536) mm 0.1755 ms 100.0% triton_mm_5873 0.1852 ms 94.7% triton_mm_5874 0.1934 ms 90.7% triton_mm_5875 0.1994 ms 88.0% triton_mm_5869 0.2514 ms 69.8% triton_mm_5871 0.2602 ms 67.4% triton_mm_5867 0.2642 ms 66.4% triton_mm_5868 0.2698 ms 65.0% triton_mm_5870 0.2728 ms 64.3% triton_mm_5866 0.2740 ms 64.0% SingleProcess AUTOTUNE benchmarking takes 9.9826 seconds and 0.0000 seconds precompiling AUTOTUNE mm(768x6864, 6864x2048) mm 0.0962 ms 100.0% triton_mm_5799 0.1022 ms 94.1% triton_mm_5798 0.1109 ms 86.7% triton_mm_5792 0.1181 ms 81.5% triton_mm_5797 0.1234 ms 78.0% triton_mm_5790 0.1242 ms 77.5% triton_mm_5794 0.1267 ms 75.9% triton_mm_5795 0.1326 ms 72.5% triton_mm_5791 0.1366 ms 70.4% triton_mm_5793 0.1548 ms 62.2% SingleProcess AUTOTUNE benchmarking takes 9.7668 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x2048, 2048x1536) mm 0.1757 ms 100.0% triton_mm_5854 0.1807 ms 97.3% triton_mm_5855 0.1848 ms 95.1% triton_mm_5856 0.1956 ms 89.9% triton_mm_5849 0.2213 ms 79.4% triton_mm_5847 0.2231 ms 78.8% triton_mm_5851 0.2244 ms 78.3% triton_mm_5850 0.2418 ms 72.7% triton_mm_5848 0.2457 ms 71.5% triton_mm_5852 0.2522 ms 69.7% SingleProcess AUTOTUNE benchmarking takes 10.2432 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6840, 6840x28) mm 0.0370 ms 100.0% triton_mm_7003 0.0498 ms 74.3% triton_mm_6996 0.0509 ms 72.7% triton_mm_6994 0.0586 ms 63.2% triton_mm_6995 0.0673 ms 55.0% triton_mm_7002 0.0709 ms 52.2% triton_mm_6999 0.0744 ms 49.8% triton_mm_6993 0.0746 ms 49.6% triton_mm_7008 0.0763 ms 48.5% triton_mm_7001 0.0806 ms 45.9% SingleProcess AUTOTUNE benchmarking takes 6.8936 seconds and 0.0000 seconds precompiling /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(6840x28, 28x1536) triton_mm_7 0.0331 ms 100.0% triton_mm_8 0.0331 ms 100.0% triton_mm_6 0.0332 ms 99.8% triton_mm_11 0.0333 ms 99.5% triton_mm_9 0.0333 ms 99.4% triton_mm_4 0.0352 ms 94.2% triton_mm_12 0.0353 ms 93.8% triton_mm_15 0.0371 ms 89.3% triton_mm_2 0.0373 ms 88.8% triton_mm_3 0.0377 ms 87.9% SingleProcess AUTOTUNE benchmarking takes 2.0896 seconds and 0.0159 seconds precompiling AUTOTUNE addmm(24x9216, 24x1536, 1536x9216) triton_mm_29 0.0350 ms 100.0% triton_mm_33 0.0352 ms 99.3% triton_mm_28 0.0357 ms 97.9% triton_mm_25 0.0364 ms 96.0% triton_mm_21 0.0370 ms 94.6% bias_addmm 0.0370 ms 94.6% triton_mm_18 0.0375 ms 93.2% triton_mm_24 0.0376 ms 93.1% triton_mm_19 0.0414 ms 84.5% triton_mm_20 0.0418 ms 83.6% SingleProcess AUTOTUNE benchmarking takes 2.2170 seconds and 0.0008 seconds precompiling AUTOTUNE addmm(6864x4608, 6864x1536, 1536x4608) triton_mm_51 0.4305 ms 100.0% triton_mm_50 0.4359 ms 98.8% triton_mm_52 0.4809 ms 89.5% triton_mm_45 0.5096 ms 84.5% addmm 0.5289 ms 81.4% triton_mm_43 0.5380 ms 80.0% triton_mm_47 0.5423 ms 79.4% triton_mm_44 0.5929 ms 72.6% triton_mm_46 0.6044 ms 71.2% triton_mm_48 0.6114 ms 70.4% SingleProcess AUTOTUNE benchmarking takes 2.6520 seconds and 0.0174 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x1536, 1536x1536) triton_mm_70 0.1453 ms 100.0% triton_mm_69 0.1467 ms 99.1% triton_mm_71 0.1613 ms 90.1% bias_addmm 0.1643 ms 88.5% triton_mm_64 0.1755 ms 82.8% addmm 0.1773 ms 82.0% triton_mm_62 0.1828 ms 79.5% triton_mm_66 0.1838 ms 79.1% triton_mm_63 0.1988 ms 73.1% triton_mm_67 0.2032 ms 71.5% SingleProcess AUTOTUNE benchmarking takes 2.5702 seconds and 0.0008 seconds precompiling AUTOTUNE addmm(6864x6144, 6864x1536, 1536x6144) triton_mm_89 0.5721 ms 100.0% triton_mm_88 0.5775 ms 99.1% triton_mm_90 0.6432 ms 89.0% triton_mm_83 0.6895 ms 83.0% addmm 0.7009 ms 81.6% triton_mm_85 0.7178 ms 79.7% triton_mm_81 0.7353 ms 77.8% triton_mm_82 0.8098 ms 70.7% triton_mm_86 0.8120 ms 70.5% bias_addmm 0.8133 ms 70.3% SingleProcess AUTOTUNE benchmarking takes 2.7259 seconds and 0.6912 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_108 0.5336 ms 100.0% triton_mm_107 0.5505 ms 96.9% addmm 0.5616 ms 95.0% triton_mm_109 0.5703 ms 93.6% bias_addmm 0.6063 ms 88.0% triton_mm_102 0.6607 ms 80.8% triton_mm_100 0.6870 ms 77.7% triton_mm_104 0.6987 ms 76.4% triton_mm_103 0.7081 ms 75.4% triton_mm_105 0.7795 ms 68.5% SingleProcess AUTOTUNE benchmarking takes 2.7386 seconds and 0.2979 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_201 0.5292 ms 100.0% triton_mm_200 0.5496 ms 96.3% triton_mm_202 0.5670 ms 93.3% addmm 0.6015 ms 88.0% bias_addmm 0.6062 ms 87.3% triton_mm_195 0.6676 ms 79.3% triton_mm_193 0.6942 ms 76.2% triton_mm_197 0.6980 ms 75.8% triton_mm_196 0.7032 ms 75.2% triton_mm_198 0.7707 ms 68.7% SingleProcess AUTOTUNE benchmarking takes 2.7243 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_294 0.5287 ms 100.0% triton_mm_293 0.5502 ms 96.1% addmm 0.5628 ms 93.9% triton_mm_295 0.5663 ms 93.4% bias_addmm 0.6063 ms 87.2% triton_mm_288 0.6615 ms 79.9% triton_mm_286 0.6873 ms 76.9% triton_mm_290 0.6992 ms 75.6% triton_mm_289 0.7029 ms 75.2% triton_mm_291 0.7717 ms 68.5% SingleProcess AUTOTUNE benchmarking takes 2.7226 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_387 0.5288 ms 100.0% triton_mm_386 0.5484 ms 96.4% triton_mm_388 0.5655 ms 93.5% addmm 0.6015 ms 87.9% bias_addmm 0.6063 ms 87.2% triton_mm_381 0.6610 ms 80.0% triton_mm_379 0.6873 ms 76.9% triton_mm_383 0.6991 ms 75.6% triton_mm_382 0.7046 ms 75.1% triton_mm_384 0.7709 ms 68.6% SingleProcess AUTOTUNE benchmarking takes 2.7273 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_480 0.5284 ms 100.0% triton_mm_479 0.5500 ms 96.1% addmm 0.5618 ms 94.1% triton_mm_481 0.5658 ms 93.4% bias_addmm 0.6062 ms 87.2% triton_mm_474 0.6609 ms 79.9% triton_mm_472 0.6861 ms 77.0% triton_mm_476 0.6985 ms 75.6% triton_mm_475 0.7010 ms 75.4% triton_mm_477 0.7711 ms 68.5% SingleProcess AUTOTUNE benchmarking takes 2.7200 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_573 0.5295 ms 100.0% triton_mm_572 0.5480 ms 96.6% addmm 0.5609 ms 94.4% triton_mm_574 0.5653 ms 93.7% bias_addmm 0.6062 ms 87.3% triton_mm_567 0.6676 ms 79.3% triton_mm_569 0.6901 ms 76.7% triton_mm_565 0.6929 ms 76.4% triton_mm_568 0.6963 ms 76.0% triton_mm_570 0.7709 ms 68.7% SingleProcess AUTOTUNE benchmarking takes 2.7470 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x2048, 6864x1536, 1536x2048) triton_mm_592 0.1886 ms 100.0% triton_mm_591 0.1891 ms 99.8% triton_mm_593 0.2092 ms 90.1% triton_mm_586 0.2262 ms 83.4% triton_mm_584 0.2379 ms 79.3% triton_mm_588 0.2386 ms 79.1% bias_addmm 0.2420 ms 77.9% triton_mm_585 0.2587 ms 72.9% triton_mm_589 0.2636 ms 71.6% triton_mm_587 0.2704 ms 69.8% SingleProcess AUTOTUNE benchmarking takes 2.6142 seconds and 0.0170 seconds precompiling AUTOTUNE addmm(6864x2048, 6864x2048, 2048x2048) triton_mm_611 0.2443 ms 100.0% triton_mm_610 0.2452 ms 99.6% bias_addmm 0.2630 ms 92.9% triton_mm_612 0.2685 ms 91.0% triton_mm_605 0.2987 ms 81.8% addmm 0.3006 ms 81.2% triton_mm_603 0.3059 ms 79.9% triton_mm_607 0.3104 ms 78.7% triton_mm_606 0.3307 ms 73.9% triton_mm_608 0.3497 ms 69.9% SingleProcess AUTOTUNE benchmarking takes 2.6284 seconds and 0.0009 seconds precompiling AUTOTUNE mm(6864x2048, 2048x768) mm 0.0926 ms 100.0% triton_mm_630 0.0947 ms 97.8% triton_mm_631 0.1009 ms 91.8% triton_mm_629 0.1010 ms 91.7% triton_mm_624 0.1143 ms 81.0% triton_mm_626 0.1164 ms 79.6% triton_mm_622 0.1179 ms 78.6% triton_mm_625 0.1274 ms 72.7% triton_mm_627 0.1334 ms 69.4% triton_mm_623 0.1339 ms 69.2% SingleProcess AUTOTUNE benchmarking takes 2.4153 seconds and 0.0010 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_723 0.5277 ms 100.0% triton_mm_722 0.5476 ms 96.4% addmm 0.5628 ms 93.8% triton_mm_724 0.5651 ms 93.4% bias_addmm 0.6071 ms 86.9% triton_mm_717 0.6563 ms 80.4% triton_mm_715 0.6818 ms 77.4% triton_mm_719 0.6897 ms 76.5% triton_mm_718 0.7005 ms 75.3% triton_mm_720 0.7705 ms 68.5% SingleProcess AUTOTUNE benchmarking takes 2.7303 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_816 0.5282 ms 100.0% triton_mm_815 0.5481 ms 96.4% triton_mm_817 0.5598 ms 94.4% addmm 0.5667 ms 93.2% bias_addmm 0.6061 ms 87.2% triton_mm_810 0.6591 ms 80.1% triton_mm_808 0.6863 ms 77.0% triton_mm_812 0.6982 ms 75.7% triton_mm_811 0.7001 ms 75.4% triton_mm_813 0.7629 ms 69.2% SingleProcess AUTOTUNE benchmarking takes 2.7418 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_909 0.5285 ms 100.0% triton_mm_908 0.5446 ms 97.0% triton_mm_910 0.5656 ms 93.4% addmm 0.5660 ms 93.4% bias_addmm 0.6069 ms 87.1% triton_mm_903 0.6643 ms 79.6% triton_mm_901 0.6864 ms 77.0% triton_mm_905 0.6978 ms 75.7% triton_mm_904 0.7012 ms 75.4% triton_mm_906 0.7699 ms 68.6% SingleProcess AUTOTUNE benchmarking takes 2.7328 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_1002 0.5274 ms 100.0% triton_mm_1001 0.5472 ms 96.4% addmm 0.5644 ms 93.4% triton_mm_1003 0.5650 ms 93.4% bias_addmm 0.6072 ms 86.9% triton_mm_996 0.6680 ms 79.0% triton_mm_994 0.6868 ms 76.8% triton_mm_998 0.6897 ms 76.5% triton_mm_997 0.6954 ms 75.8% triton_mm_999 0.7630 ms 69.1% SingleProcess AUTOTUNE benchmarking takes 2.7343 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_1095 0.5234 ms 100.0% triton_mm_1094 0.5468 ms 95.7% addmm 0.5639 ms 92.8% triton_mm_1096 0.5645 ms 92.7% bias_addmm 0.6071 ms 86.2% triton_mm_1089 0.6668 ms 78.5% triton_mm_1087 0.6857 ms 76.3% triton_mm_1091 0.6978 ms 75.0% triton_mm_1090 0.6997 ms 74.8% triton_mm_1092 0.7693 ms 68.0% SingleProcess AUTOTUNE benchmarking takes 2.7268 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x1536, 1536x3072) triton_mm_2314 0.0166 ms 100.0% triton_mm_2318 0.0174 ms 95.2% triton_mm_2310 0.0177 ms 93.7% triton_mm_2322 0.0203 ms 81.8% mm 0.0209 ms 79.4% triton_mm_2307 0.0217 ms 76.5% triton_mm_2313 0.0222 ms 74.7% triton_mm_2309 0.0225 ms 73.8% triton_mm_2317 0.0231 ms 72.0% triton_mm_2308 0.0237 ms 70.0% SingleProcess AUTOTUNE benchmarking takes 7.4449 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x32768, 6864x1536, 1536x32768) triton_mm_2340 3.0220 ms 100.0% triton_mm_2339 3.0382 ms 99.5% bias_addmm 3.0690 ms 98.5% triton_mm_2341 3.3850 ms 89.3% addmm 3.6769 ms 82.2% triton_mm_2334 3.6988 ms 81.7% triton_mm_2336 3.8310 ms 78.9% triton_mm_2332 3.9635 ms 76.2% triton_mm_2337 4.1696 ms 72.5% triton_mm_2335 4.3073 ms 70.2% SingleProcess AUTOTUNE benchmarking takes 12.4214 seconds and 0.0000 seconds precompiling /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(32768x6864, 6864x1536) triton_mm_2377 2.8041 ms 100.0% triton_mm_2378 2.8667 ms 97.8% mm 2.9195 ms 96.0% triton_mm_2379 3.0402 ms 92.2% triton_mm_2372 3.6172 ms 77.5% triton_mm_2370 3.6324 ms 77.2% triton_mm_2374 3.6699 ms 76.4% triton_mm_2373 3.7674 ms 74.4% triton_mm_2375 3.9570 ms 70.9% triton_mm_2371 3.9718 ms 70.6% SingleProcess AUTOTUNE benchmarking takes 10.0075 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5282 ms 100.0% triton_mm_2449 0.5586 ms 94.6% triton_mm_2450 0.5788 ms 91.3% triton_mm_2451 0.6010 ms 87.9% triton_mm_2444 0.6733 ms 78.4% triton_mm_2446 0.6839 ms 77.2% triton_mm_2442 0.6893 ms 76.6% triton_mm_2445 0.7126 ms 74.1% triton_mm_2447 0.7277 ms 72.6% triton_mm_2443 0.7428 ms 71.1% SingleProcess AUTOTUNE benchmarking takes 2.5983 seconds and 0.0011 seconds precompiling AUTOTUNE mm(3072x24, 24x1536) triton_mm_2403 0.0143 ms 100.0% triton_mm_2406 0.0149 ms 95.5% triton_mm_2404 0.0150 ms 95.1% triton_mm_2405 0.0153 ms 93.1% triton_mm_2409 0.0154 ms 92.6% triton_mm_2407 0.0155 ms 92.0% triton_mm_2408 0.0158 ms 90.3% triton_mm_2402 0.0160 ms 89.2% triton_mm_2411 0.0160 ms 89.0% triton_mm_2413 0.0160 ms 89.0% SingleProcess AUTOTUNE benchmarking takes 5.7247 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x3072, 3072x1536) triton_mm_2384 0.0185 ms 100.0% triton_mm_2388 0.0212 ms 87.5% mm 0.0218 ms 85.0% triton_mm_2392 0.0247 ms 75.1% triton_mm_2396 0.0285 ms 65.0% triton_mm_2383 0.0303 ms 61.1% triton_mm_2382 0.0314 ms 59.1% triton_mm_2387 0.0328 ms 56.4% triton_mm_2391 0.0332 ms 55.7% triton_mm_2381 0.0349 ms 53.1% SingleProcess AUTOTUNE benchmarking takes 6.9071 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x32768, 32768x1536) mm 2.6174 ms 100.0% triton_mm_2359 2.8437 ms 92.0% triton_mm_2358 2.8486 ms 91.9% triton_mm_2360 2.9457 ms 88.9% triton_mm_2354 3.7262 ms 70.2% triton_mm_2351 3.7881 ms 69.1% triton_mm_2353 3.8565 ms 67.9% triton_mm_2352 3.8987 ms 67.1% triton_mm_2355 4.0896 ms 64.0% triton_mm_2356 4.0984 ms 63.9% SingleProcess AUTOTUNE benchmarking takes 9.9042 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) triton_mm_2430 0.5403 ms 100.0% mm 0.5469 ms 98.8% triton_mm_2431 0.5601 ms 96.5% triton_mm_2423 0.6722 ms 80.4% triton_mm_2427 0.6761 ms 79.9% triton_mm_2432 0.6825 ms 79.2% triton_mm_2425 0.6840 ms 79.0% triton_mm_2424 0.7176 ms 75.3% triton_mm_2428 0.7334 ms 73.7% triton_mm_2426 0.7689 ms 70.3% SingleProcess AUTOTUNE benchmarking takes 10.6815 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4939 ms 100.0% triton_mm_2468 0.5242 ms 94.2% triton_mm_2469 0.5323 ms 92.8% triton_mm_2470 0.5516 ms 89.5% triton_mm_2463 0.6535 ms 75.6% triton_mm_2461 0.6553 ms 75.4% triton_mm_2465 0.6603 ms 74.8% triton_mm_2464 0.6935 ms 71.2% triton_mm_2462 0.7235 ms 68.3% triton_mm_2466 0.7331 ms 67.4% SingleProcess AUTOTUNE benchmarking takes 9.6528 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5225 ms 100.0% triton_mm_2487 0.5522 ms 94.6% triton_mm_2488 0.5700 ms 91.7% triton_mm_2489 0.5951 ms 87.8% triton_mm_2482 0.6550 ms 79.8% triton_mm_2480 0.6700 ms 78.0% triton_mm_2484 0.6837 ms 76.4% triton_mm_2483 0.7122 ms 73.4% triton_mm_2485 0.7315 ms 71.4% triton_mm_2481 0.7366 ms 70.9% SingleProcess AUTOTUNE benchmarking takes 9.9755 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x4608, 4608x1536) mm 0.3732 ms 100.0% triton_mm_2544 0.3938 ms 94.8% triton_mm_2545 0.4022 ms 92.8% triton_mm_2546 0.4644 ms 80.4% triton_mm_2539 0.4856 ms 76.9% triton_mm_2537 0.4901 ms 76.1% triton_mm_2541 0.5030 ms 74.2% triton_mm_2540 0.5090 ms 73.3% triton_mm_2538 0.5389 ms 69.2% triton_mm_2542 0.5524 ms 67.6% SingleProcess AUTOTUNE benchmarking takes 9.8245 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x6864, 6864x1536) mm 0.3654 ms 100.0% triton_mm_2563 0.3791 ms 96.4% triton_mm_2564 0.3891 ms 93.9% triton_mm_2565 0.4054 ms 90.1% triton_mm_2558 0.4956 ms 73.7% triton_mm_2556 0.4988 ms 73.3% triton_mm_2560 0.5030 ms 72.6% triton_mm_2559 0.5297 ms 69.0% triton_mm_2561 0.5299 ms 69.0% triton_mm_2557 0.5378 ms 67.9% SingleProcess AUTOTUNE benchmarking takes 10.0010 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1464 ms 100.0% triton_mm_2518 0.1690 ms 86.6% triton_mm_2522 0.1707 ms 85.8% triton_mm_2525 0.1758 ms 83.3% triton_mm_2520 0.1857 ms 78.8% triton_mm_2526 0.1884 ms 77.7% triton_mm_2521 0.1891 ms 77.4% triton_mm_2527 0.1927 ms 76.0% triton_mm_2523 0.2002 ms 73.1% triton_mm_2519 0.2015 ms 72.7% SingleProcess AUTOTUNE benchmarking takes 9.8279 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1345 ms 100.0% triton_mm_2506 0.1370 ms 98.1% triton_mm_2507 0.1429 ms 94.1% triton_mm_2508 0.1504 ms 89.4% triton_mm_2501 0.1691 ms 79.6% triton_mm_2499 0.1704 ms 78.9% triton_mm_2503 0.1729 ms 77.8% triton_mm_2500 0.1773 ms 75.8% triton_mm_2504 0.1849 ms 72.8% triton_mm_2502 0.1941 ms 69.3% SingleProcess AUTOTUNE benchmarking takes 10.7563 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_2592 0.0257 ms 100.0% triton_mm_2594 0.0257 ms 99.9% triton_mm_2598 0.0263 ms 97.7% triton_mm_2595 0.0265 ms 97.0% triton_mm_2593 0.0270 ms 95.0% triton_mm_2591 0.0273 ms 94.0% triton_mm_2589 0.0275 ms 93.6% triton_mm_2597 0.0281 ms 91.6% triton_mm_2588 0.0283 ms 90.7% triton_mm_2596 0.0284 ms 90.3% SingleProcess AUTOTUNE benchmarking takes 5.7963 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5266 ms 100.0% triton_mm_2635 0.5586 ms 94.3% triton_mm_2636 0.5784 ms 91.0% triton_mm_2637 0.6012 ms 87.6% triton_mm_2630 0.6665 ms 79.0% triton_mm_2632 0.6841 ms 77.0% triton_mm_2628 0.6908 ms 76.2% triton_mm_2631 0.7189 ms 73.2% triton_mm_2633 0.7280 ms 72.3% triton_mm_2629 0.7515 ms 70.1% SingleProcess AUTOTUNE benchmarking takes 2.5954 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0402 ms 100.0% triton_mm_2574 0.0416 ms 96.7% triton_mm_2570 0.0428 ms 93.9% triton_mm_2578 0.0530 ms 75.8% triton_mm_2582 0.0683 ms 58.8% triton_mm_2569 0.0720 ms 55.8% triton_mm_2568 0.0783 ms 51.3% triton_mm_2573 0.0852 ms 47.2% triton_mm_2577 0.0871 ms 46.1% triton_mm_2567 0.0911 ms 44.1% SingleProcess AUTOTUNE benchmarking takes 6.5931 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4908 ms 100.0% triton_mm_2654 0.5261 ms 93.3% triton_mm_2655 0.5343 ms 91.9% triton_mm_2656 0.5556 ms 88.3% triton_mm_2647 0.6597 ms 74.4% triton_mm_2651 0.6660 ms 73.7% triton_mm_2649 0.6679 ms 73.5% triton_mm_2650 0.6955 ms 70.6% triton_mm_2648 0.7408 ms 66.3% triton_mm_2652 0.7466 ms 65.7% SingleProcess AUTOTUNE benchmarking takes 2.6096 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5271 ms 100.0% triton_mm_2673 0.5596 ms 94.2% triton_mm_2674 0.5761 ms 91.5% triton_mm_2675 0.6015 ms 87.6% triton_mm_2668 0.6695 ms 78.7% triton_mm_2666 0.6775 ms 77.8% triton_mm_2670 0.6822 ms 77.3% triton_mm_2669 0.7207 ms 73.1% triton_mm_2671 0.7369 ms 71.5% triton_mm_2667 0.7511 ms 70.2% SingleProcess AUTOTUNE benchmarking takes 2.5966 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x4608, 4608x1536) mm 0.3725 ms 100.0% triton_mm_2730 0.3947 ms 94.4% triton_mm_2731 0.4069 ms 91.6% triton_mm_2732 0.4210 ms 88.5% triton_mm_2725 0.4961 ms 75.1% triton_mm_2723 0.4989 ms 74.7% triton_mm_2727 0.5111 ms 72.9% triton_mm_2726 0.5211 ms 71.5% triton_mm_2724 0.5495 ms 67.8% triton_mm_2728 0.5593 ms 66.6% SingleProcess AUTOTUNE benchmarking takes 2.5711 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x6864, 6864x1536) mm 0.3631 ms 100.0% triton_mm_2749 0.3860 ms 94.1% triton_mm_2750 0.3969 ms 91.5% triton_mm_2751 0.4110 ms 88.3% triton_mm_2744 0.5063 ms 71.7% triton_mm_2742 0.5073 ms 71.6% triton_mm_2746 0.5140 ms 70.6% triton_mm_2747 0.5400 ms 67.2% triton_mm_2745 0.5436 ms 66.8% triton_mm_2743 0.5502 ms 66.0% SingleProcess AUTOTUNE benchmarking takes 2.5667 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1486 ms 100.0% triton_mm_2704 0.1720 ms 86.4% triton_mm_2708 0.1732 ms 85.8% triton_mm_2711 0.1756 ms 84.6% triton_mm_2706 0.1872 ms 79.4% triton_mm_2712 0.1891 ms 78.6% triton_mm_2707 0.1912 ms 77.8% triton_mm_2713 0.1943 ms 76.5% triton_mm_2709 0.2013 ms 73.8% triton_mm_2705 0.2034 ms 73.1% SingleProcess AUTOTUNE benchmarking takes 2.4741 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1357 ms 100.0% triton_mm_2692 0.1379 ms 98.5% triton_mm_2693 0.1435 ms 94.6% triton_mm_2694 0.1526 ms 88.9% triton_mm_2687 0.1711 ms 79.3% triton_mm_2685 0.1717 ms 79.1% triton_mm_2689 0.1751 ms 77.5% triton_mm_2686 0.1807 ms 75.1% triton_mm_2690 0.1875 ms 72.4% triton_mm_2688 0.1935 ms 70.1% SingleProcess AUTOTUNE benchmarking takes 2.4594 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_2778 0.0257 ms 100.0% triton_mm_2780 0.0258 ms 99.9% triton_mm_2784 0.0263 ms 97.8% triton_mm_2781 0.0265 ms 97.1% triton_mm_2775 0.0265 ms 97.0% triton_mm_2777 0.0265 ms 97.0% triton_mm_2779 0.0270 ms 95.1% triton_mm_2782 0.0274 ms 94.0% triton_mm_2774 0.0275 ms 93.7% triton_mm_2783 0.0291 ms 88.4% SingleProcess AUTOTUNE benchmarking takes 2.1281 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5289 ms 100.0% triton_mm_2821 0.5625 ms 94.0% triton_mm_2822 0.5836 ms 90.6% triton_mm_2823 0.6052 ms 87.4% triton_mm_2816 0.6772 ms 78.1% triton_mm_2814 0.6892 ms 76.8% triton_mm_2818 0.6911 ms 76.5% triton_mm_2817 0.7246 ms 73.0% triton_mm_2819 0.7415 ms 71.3% triton_mm_2815 0.7509 ms 70.4% SingleProcess AUTOTUNE benchmarking takes 2.5992 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0402 ms 100.0% triton_mm_2760 0.0404 ms 99.5% triton_mm_2756 0.0426 ms 94.4% triton_mm_2764 0.0541 ms 74.4% triton_mm_2768 0.0690 ms 58.3% triton_mm_2755 0.0728 ms 55.2% triton_mm_2754 0.0784 ms 51.3% triton_mm_2759 0.0851 ms 47.3% triton_mm_2763 0.0870 ms 46.2% triton_mm_2753 0.0918 ms 43.8% SingleProcess AUTOTUNE benchmarking takes 2.1165 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4915 ms 100.0% triton_mm_2840 0.5265 ms 93.4% triton_mm_2841 0.5385 ms 91.3% triton_mm_2842 0.5559 ms 88.4% triton_mm_2835 0.6679 ms 73.6% triton_mm_2833 0.6682 ms 73.6% triton_mm_2837 0.6811 ms 72.2% triton_mm_2836 0.7020 ms 70.0% triton_mm_2834 0.7342 ms 66.9% triton_mm_2838 0.7541 ms 65.2% SingleProcess AUTOTUNE benchmarking takes 2.6080 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5300 ms 100.0% triton_mm_2859 0.5615 ms 94.4% triton_mm_2860 0.5809 ms 91.2% triton_mm_2861 0.6072 ms 87.3% triton_mm_2854 0.6718 ms 78.9% triton_mm_2852 0.6834 ms 77.5% triton_mm_2856 0.6931 ms 76.5% triton_mm_2855 0.7354 ms 72.1% triton_mm_2857 0.7367 ms 71.9% triton_mm_2853 0.7519 ms 70.5% SingleProcess AUTOTUNE benchmarking takes 2.5981 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1350 ms 100.0% triton_mm_2878 0.1380 ms 97.8% triton_mm_2879 0.1444 ms 93.5% triton_mm_2880 0.1520 ms 88.8% triton_mm_2873 0.1712 ms 78.8% triton_mm_2871 0.1718 ms 78.6% triton_mm_2875 0.1756 ms 76.8% triton_mm_2872 0.1809 ms 74.6% triton_mm_2876 0.1875 ms 72.0% triton_mm_2874 0.1954 ms 69.1% SingleProcess AUTOTUNE benchmarking takes 2.4574 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_2970 0.0263 ms 100.0% triton_mm_2967 0.0265 ms 99.2% triton_mm_2961 0.0265 ms 99.1% triton_mm_2963 0.0266 ms 99.0% triton_mm_2964 0.0268 ms 98.3% triton_mm_2966 0.0268 ms 98.3% triton_mm_2965 0.0270 ms 97.3% triton_mm_2962 0.0284 ms 92.8% triton_mm_2960 0.0284 ms 92.7% triton_mm_2968 0.0285 ms 92.4% SingleProcess AUTOTUNE benchmarking takes 2.1406 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5223 ms 100.0% triton_mm_3007 0.5607 ms 93.1% triton_mm_3008 0.5801 ms 90.0% triton_mm_3009 0.6049 ms 86.3% triton_mm_3002 0.6752 ms 77.3% triton_mm_3004 0.6921 ms 75.5% triton_mm_3000 0.6962 ms 75.0% triton_mm_3003 0.7197 ms 72.6% triton_mm_3005 0.7355 ms 71.0% triton_mm_3001 0.7513 ms 69.5% SingleProcess AUTOTUNE benchmarking takes 2.6012 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0403 ms 100.0% triton_mm_2946 0.0405 ms 99.4% triton_mm_2942 0.0426 ms 94.5% triton_mm_2950 0.0530 ms 76.0% triton_mm_2954 0.0690 ms 58.4% triton_mm_2941 0.0720 ms 55.9% triton_mm_2940 0.0791 ms 50.9% triton_mm_2945 0.0852 ms 47.2% triton_mm_2949 0.0864 ms 46.6% triton_mm_2939 0.0912 ms 44.1% SingleProcess AUTOTUNE benchmarking takes 2.1182 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1340 ms 100.0% triton_mm_3064 0.1386 ms 96.7% triton_mm_3065 0.1444 ms 92.8% triton_mm_3066 0.1521 ms 88.1% triton_mm_3059 0.1702 ms 78.7% triton_mm_3057 0.1723 ms 77.8% triton_mm_3061 0.1745 ms 76.8% triton_mm_3058 0.1796 ms 74.6% triton_mm_3062 0.1881 ms 71.2% triton_mm_3060 0.1956 ms 68.5% SingleProcess AUTOTUNE benchmarking takes 2.4655 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4911 ms 100.0% triton_mm_3212 0.5284 ms 93.0% triton_mm_3213 0.5390 ms 91.1% triton_mm_3214 0.5557 ms 88.4% triton_mm_3205 0.6573 ms 74.7% triton_mm_3207 0.6578 ms 74.7% triton_mm_3209 0.6753 ms 72.7% triton_mm_3208 0.6966 ms 70.5% triton_mm_3206 0.7339 ms 66.9% triton_mm_3210 0.7546 ms 65.1% SingleProcess AUTOTUNE benchmarking takes 2.6032 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5277 ms 100.0% triton_mm_3231 0.5584 ms 94.5% triton_mm_3232 0.5790 ms 91.1% triton_mm_3233 0.6020 ms 87.7% triton_mm_3226 0.6690 ms 78.9% triton_mm_3224 0.6826 ms 77.3% triton_mm_3228 0.6833 ms 77.2% triton_mm_3227 0.7194 ms 73.4% triton_mm_3229 0.7449 ms 70.8% triton_mm_3225 0.7519 ms 70.2% SingleProcess AUTOTUNE benchmarking takes 2.5969 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4915 ms 100.0% triton_mm_3398 0.5252 ms 93.6% triton_mm_3399 0.5391 ms 91.2% triton_mm_3400 0.5563 ms 88.4% triton_mm_3393 0.6627 ms 74.2% triton_mm_3391 0.6675 ms 73.6% triton_mm_3395 0.6748 ms 72.8% triton_mm_3394 0.7022 ms 70.0% triton_mm_3392 0.7330 ms 67.1% triton_mm_3396 0.7539 ms 65.2% SingleProcess AUTOTUNE benchmarking takes 2.6180 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5266 ms 100.0% triton_mm_3417 0.5581 ms 94.4% triton_mm_3418 0.5791 ms 90.9% triton_mm_3419 0.6048 ms 87.1% triton_mm_3412 0.6717 ms 78.4% triton_mm_3410 0.6790 ms 77.6% triton_mm_3414 0.6878 ms 76.6% triton_mm_3413 0.7262 ms 72.5% triton_mm_3415 0.7370 ms 71.5% triton_mm_3411 0.7436 ms 70.8% SingleProcess AUTOTUNE benchmarking takes 2.6124 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4909 ms 100.0% triton_mm_3584 0.5258 ms 93.4% triton_mm_3585 0.5388 ms 91.1% triton_mm_3586 0.5565 ms 88.2% triton_mm_3579 0.6604 ms 74.3% triton_mm_3581 0.6627 ms 74.1% triton_mm_3577 0.6650 ms 73.8% triton_mm_3580 0.7049 ms 69.7% triton_mm_3578 0.7393 ms 66.4% triton_mm_3582 0.7535 ms 65.2% SingleProcess AUTOTUNE benchmarking takes 2.6174 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5253 ms 100.0% triton_mm_3603 0.5574 ms 94.2% triton_mm_3604 0.5761 ms 91.2% triton_mm_3605 0.6036 ms 87.0% triton_mm_3598 0.6750 ms 77.8% triton_mm_3596 0.6823 ms 77.0% triton_mm_3600 0.6869 ms 76.5% triton_mm_3599 0.7259 ms 72.4% triton_mm_3601 0.7370 ms 71.3% triton_mm_3597 0.7504 ms 70.0% SingleProcess AUTOTUNE benchmarking takes 2.6015 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5274 ms 100.0% triton_mm_3789 0.5564 ms 94.8% triton_mm_3790 0.5757 ms 91.6% triton_mm_3791 0.6004 ms 87.9% triton_mm_3784 0.6640 ms 79.4% triton_mm_3782 0.6703 ms 78.7% triton_mm_3786 0.6843 ms 77.1% triton_mm_3785 0.7198 ms 73.3% triton_mm_3787 0.7362 ms 71.6% triton_mm_3783 0.7447 ms 70.8% SingleProcess AUTOTUNE benchmarking takes 2.6116 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5222 ms 100.0% triton_mm_3975 0.5559 ms 93.9% triton_mm_3976 0.5772 ms 90.5% triton_mm_3977 0.6032 ms 86.6% triton_mm_3970 0.6681 ms 78.2% triton_mm_3968 0.6713 ms 77.8% triton_mm_3972 0.6808 ms 76.7% triton_mm_3971 0.7197 ms 72.5% triton_mm_3973 0.7312 ms 71.4% triton_mm_3969 0.7434 ms 70.2% SingleProcess AUTOTUNE benchmarking takes 2.6122 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5246 ms 100.0% triton_mm_4533 0.5531 ms 94.9% triton_mm_4534 0.5778 ms 90.8% triton_mm_4535 0.5976 ms 87.8% triton_mm_4528 0.6620 ms 79.2% triton_mm_4530 0.6727 ms 78.0% triton_mm_4526 0.6764 ms 77.6% triton_mm_4529 0.7210 ms 72.8% triton_mm_4531 0.7367 ms 71.2% triton_mm_4527 0.7425 ms 70.7% SingleProcess AUTOTUNE benchmarking takes 2.6039 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5265 ms 100.0% triton_mm_4719 0.5556 ms 94.8% triton_mm_4720 0.5755 ms 91.5% triton_mm_4721 0.5999 ms 87.8% triton_mm_4714 0.6604 ms 79.7% triton_mm_4712 0.6783 ms 77.6% triton_mm_4716 0.6785 ms 77.6% triton_mm_4715 0.7135 ms 73.8% triton_mm_4717 0.7304 ms 72.1% triton_mm_4713 0.7433 ms 70.8% SingleProcess AUTOTUNE benchmarking takes 2.6105 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x768, 768x2048) triton_mm_5778 0.0994 ms 100.0% mm 0.1023 ms 97.1% triton_mm_5779 0.1035 ms 96.0% triton_mm_5771 0.1191 ms 83.4% triton_mm_5773 0.1198 ms 82.9% triton_mm_5775 0.1199 ms 82.9% triton_mm_5780 0.1276 ms 77.9% triton_mm_5772 0.1293 ms 76.8% triton_mm_5776 0.1338 ms 74.3% triton_mm_5774 0.1553 ms 64.0% SingleProcess AUTOTUNE benchmarking takes 10.7464 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x2048, 2048x2048) mm 0.2325 ms 100.0% triton_mm_5816 0.2353 ms 98.8% triton_mm_5817 0.2431 ms 95.6% triton_mm_5818 0.2573 ms 90.3% triton_mm_5809 0.2958 ms 78.6% triton_mm_5811 0.2964 ms 78.4% triton_mm_5813 0.2998 ms 77.5% triton_mm_5812 0.3190 ms 72.9% triton_mm_5810 0.3249 ms 71.5% triton_mm_5814 0.3322 ms 70.0% SingleProcess AUTOTUNE benchmarking takes 10.4315 seconds and 0.0000 seconds precompiling AUTOTUNE mm(2048x6864, 6864x2048) mm 0.2387 ms 100.0% triton_mm_5835 0.2797 ms 85.3% triton_mm_5836 0.2878 ms 82.9% triton_mm_5837 0.2928 ms 81.5% triton_mm_5832 0.3098 ms 77.0% triton_mm_5828 0.3118 ms 76.5% triton_mm_5831 0.3181 ms 75.0% triton_mm_5830 0.3204 ms 74.5% triton_mm_5833 0.3260 ms 73.2% triton_mm_5829 0.3316 ms 72.0% SingleProcess AUTOTUNE benchmarking takes 10.0558 seconds and 0.0000 seconds precompiling AUTOTUNE mm(2048x6864, 6864x1536) mm 0.1780 ms 100.0% triton_mm_5873 0.1861 ms 95.6% triton_mm_5874 0.1922 ms 92.6% triton_mm_5875 0.1975 ms 90.1% triton_mm_5869 0.2509 ms 70.9% triton_mm_5871 0.2596 ms 68.6% triton_mm_5867 0.2623 ms 67.9% triton_mm_5868 0.2673 ms 66.6% triton_mm_5870 0.2734 ms 65.1% triton_mm_5866 0.2756 ms 64.6% SingleProcess AUTOTUNE benchmarking takes 10.1563 seconds and 0.0000 seconds precompiling AUTOTUNE mm(768x6864, 6864x2048) mm 0.0955 ms 100.0% triton_mm_5799 0.1005 ms 95.0% triton_mm_5798 0.1107 ms 86.3% triton_mm_5792 0.1190 ms 80.3% triton_mm_5790 0.1230 ms 77.7% triton_mm_5797 0.1240 ms 77.0% triton_mm_5794 0.1253 ms 76.2% triton_mm_5793 0.1281 ms 74.6% triton_mm_5795 0.1330 ms 71.8% triton_mm_5791 0.1355 ms 70.5% SingleProcess AUTOTUNE benchmarking takes 9.8033 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x2048, 2048x1536) mm 0.1734 ms 100.0% triton_mm_5854 0.1800 ms 96.3% triton_mm_5855 0.1837 ms 94.4% triton_mm_5856 0.1940 ms 89.4% triton_mm_5849 0.2198 ms 78.9% triton_mm_5851 0.2220 ms 78.1% triton_mm_5847 0.2224 ms 77.9% triton_mm_5850 0.2402 ms 72.2% triton_mm_5848 0.2437 ms 71.1% triton_mm_5852 0.2501 ms 69.3% SingleProcess AUTOTUNE benchmarking takes 10.4757 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6840, 6840x28) mm 0.0405 ms 100.0% triton_mm_7003 0.0480 ms 84.3% triton_mm_6996 0.0508 ms 79.7% triton_mm_6994 0.0605 ms 66.9% triton_mm_6995 0.0673 ms 60.2% triton_mm_7002 0.0724 ms 55.9% triton_mm_6999 0.0732 ms 55.3% triton_mm_7008 0.0745 ms 54.4% triton_mm_6993 0.0756 ms 53.6% triton_mm_7001 0.0819 ms 49.5% SingleProcess AUTOTUNE benchmarking takes 2.1059 seconds and 0.0408 seconds precompiling /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2198: UserWarning: Overwriting vit_tiny_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2207: UserWarning: Overwriting vit_tiny_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2216: UserWarning: Overwriting vit_small_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2225: UserWarning: Overwriting vit_small_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2234: UserWarning: Overwriting vit_small_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2243: UserWarning: Overwriting vit_small_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2252: UserWarning: Overwriting vit_small_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2261: UserWarning: Overwriting vit_base_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2271: UserWarning: Overwriting vit_base_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2281: UserWarning: Overwriting vit_base_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2291: UserWarning: Overwriting vit_base_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2301: UserWarning: Overwriting vit_base_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2311: UserWarning: Overwriting vit_large_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2320: UserWarning: Overwriting vit_large_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2330: UserWarning: Overwriting vit_large_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2340: UserWarning: Overwriting vit_large_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2350: UserWarning: Overwriting vit_large_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2359: UserWarning: Overwriting vit_huge_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2368: UserWarning: Overwriting vit_giant_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2377: UserWarning: Overwriting vit_gigantic_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2387: UserWarning: Overwriting vit_base_patch16_224_miil in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224_miil. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224_miil(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2398: UserWarning: Overwriting vit_medium_patch16_gap_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2410: UserWarning: Overwriting vit_medium_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2422: UserWarning: Overwriting vit_medium_patch16_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2434: UserWarning: Overwriting vit_betwixt_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2446: UserWarning: Overwriting vit_base_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2457: UserWarning: Overwriting vit_huge_patch14_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2468: UserWarning: Overwriting vit_huge_patch16_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch16_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch16_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2479: UserWarning: Overwriting vit_giant_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2491: UserWarning: Overwriting vit_xsmall_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_xsmall_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_xsmall_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2500: UserWarning: Overwriting vit_medium_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2510: UserWarning: Overwriting vit_medium_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2519: UserWarning: Overwriting vit_betwixt_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2529: UserWarning: Overwriting vit_base_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2540: UserWarning: Overwriting vit_base_patch32_clip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2551: UserWarning: Overwriting vit_base_patch32_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2562: UserWarning: Overwriting vit_base_patch32_clip_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2573: UserWarning: Overwriting vit_base_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2583: UserWarning: Overwriting vit_base_patch16_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2593: UserWarning: Overwriting vit_large_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2603: UserWarning: Overwriting vit_large_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2613: UserWarning: Overwriting vit_huge_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2623: UserWarning: Overwriting vit_huge_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2633: UserWarning: Overwriting vit_huge_patch14_clip_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2643: UserWarning: Overwriting vit_giant_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2656: UserWarning: Overwriting vit_gigantic_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2669: UserWarning: Overwriting vit_base_patch32_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2681: UserWarning: Overwriting vit_base_patch16_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2693: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2705: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2717: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2729: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2743: UserWarning: Overwriting vit_base_patch32_plus_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_plus_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_plus_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2753: UserWarning: Overwriting vit_base_patch16_plus_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_plus_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_plus_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2763: UserWarning: Overwriting vit_base_patch16_rpn_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_rpn_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_rpn_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2775: UserWarning: Overwriting vit_small_patch16_36x1_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_36x1_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_36x1_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2787: UserWarning: Overwriting vit_small_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2800: UserWarning: Overwriting vit_base_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2812: UserWarning: Overwriting eva_large_patch14_196 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_196. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_196(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2821: UserWarning: Overwriting eva_large_patch14_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2829: UserWarning: Overwriting flexivit_small in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_small. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_small(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2838: UserWarning: Overwriting flexivit_base in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_base. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_base(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2847: UserWarning: Overwriting flexivit_large in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_large. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_large(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2856: UserWarning: Overwriting vit_base_patch16_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2869: UserWarning: Overwriting vit_large_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2882: UserWarning: Overwriting vit_huge_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2895: UserWarning: Overwriting vit_small_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2905: UserWarning: Overwriting vit_base_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2915: UserWarning: Overwriting vit_large_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2925: UserWarning: Overwriting vit_giant_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2942: UserWarning: Overwriting vit_small_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2955: UserWarning: Overwriting vit_base_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2968: UserWarning: Overwriting vit_large_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2981: UserWarning: Overwriting vit_giant_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2998: UserWarning: Overwriting vit_base_patch16_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3008: UserWarning: Overwriting vit_base_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3018: UserWarning: Overwriting vit_base_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3028: UserWarning: Overwriting vit_base_patch16_siglip_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3038: UserWarning: Overwriting vit_large_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3048: UserWarning: Overwriting vit_large_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3058: UserWarning: Overwriting vit_so400m_patch14_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3068: UserWarning: Overwriting vit_so400m_patch14_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3078: UserWarning: Overwriting vit_base_patch16_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3089: UserWarning: Overwriting vit_base_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3100: UserWarning: Overwriting vit_base_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3111: UserWarning: Overwriting vit_base_patch16_siglip_gap_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3122: UserWarning: Overwriting vit_large_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3133: UserWarning: Overwriting vit_large_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3144: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3156: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3168: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3180: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_896 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_896. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_896(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3192: UserWarning: Overwriting vit_wee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_wee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_wee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3203: UserWarning: Overwriting vit_pwee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_pwee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_pwee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3214: UserWarning: Overwriting vit_little_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3225: UserWarning: Overwriting vit_little_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3236: UserWarning: Overwriting vit_medium_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3247: UserWarning: Overwriting vit_medium_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3258: UserWarning: Overwriting vit_mediumd_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_mediumd_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_mediumd_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3269: UserWarning: Overwriting vit_betwixt_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3280: UserWarning: Overwriting vit_betwixt_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3291: UserWarning: Overwriting vit_base_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3302: UserWarning: Overwriting vit_so150m_patch16_reg4_map_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_map_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_map_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3313: UserWarning: Overwriting vit_so150m_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/train.py:99: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature. checkpoint = torch.load(vae_ckpt, map_location="cpu") /home/user/VAR/utils/amp_sc.py:27: FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead. self.scaler = torch.cuda.amp.GradScaler(init_scale=2. ** 11, growth_interval=1000) if self.using_fp16_rather_bf16 else None # only fp16 needs a scaler /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(6840x28, 28x1536) triton_mm_6 0.0333 ms 100.0% triton_mm_11 0.0334 ms 99.7% triton_mm_7 0.0343 ms 96.9% triton_mm_8 0.0345 ms 96.6% triton_mm_9 0.0345 ms 96.5% triton_mm_4 0.0352 ms 94.5% triton_mm_12 0.0357 ms 93.3% triton_mm_15 0.0365 ms 91.2% triton_mm_3 0.0368 ms 90.4% triton_mm_14 0.0372 ms 89.3% SingleProcess AUTOTUNE benchmarking takes 2.1404 seconds and 0.0115 seconds precompiling AUTOTUNE addmm(24x9216, 24x1536, 1536x9216) triton_mm_29 0.0351 ms 100.0% triton_mm_33 0.0358 ms 97.9% triton_mm_24 0.0366 ms 95.9% triton_mm_28 0.0370 ms 94.8% triton_mm_21 0.0371 ms 94.6% bias_addmm 0.0373 ms 94.1% triton_mm_25 0.0374 ms 93.7% triton_mm_18 0.0382 ms 91.9% triton_mm_19 0.0416 ms 84.4% triton_mm_20 0.0424 ms 82.7% SingleProcess AUTOTUNE benchmarking takes 2.1774 seconds and 0.0009 seconds precompiling AUTOTUNE addmm(6864x4608, 6864x1536, 1536x4608) triton_mm_51 0.4282 ms 100.0% triton_mm_50 0.4308 ms 99.4% triton_mm_52 0.4764 ms 89.9% triton_mm_45 0.5084 ms 84.2% triton_mm_43 0.5407 ms 79.2% triton_mm_47 0.5483 ms 78.1% triton_mm_44 0.5892 ms 72.7% triton_mm_46 0.6026 ms 71.1% triton_mm_48 0.6080 ms 70.4% addmm 0.6167 ms 69.4% SingleProcess AUTOTUNE benchmarking takes 2.6925 seconds and 0.0010 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x1536, 1536x1536) triton_mm_70 0.1446 ms 100.0% triton_mm_69 0.1469 ms 98.4% triton_mm_71 0.1596 ms 90.6% bias_addmm 0.1628 ms 88.8% triton_mm_64 0.1743 ms 82.9% addmm 0.1761 ms 82.1% triton_mm_62 0.1822 ms 79.4% triton_mm_66 0.1835 ms 78.8% triton_mm_63 0.1988 ms 72.7% triton_mm_67 0.2031 ms 71.2% SingleProcess AUTOTUNE benchmarking takes 2.5808 seconds and 0.0009 seconds precompiling AUTOTUNE addmm(6864x6144, 6864x1536, 1536x6144) triton_mm_89 0.5721 ms 100.0% triton_mm_88 0.5805 ms 98.6% triton_mm_90 0.6383 ms 89.6% triton_mm_83 0.6947 ms 82.4% triton_mm_85 0.7241 ms 79.0% triton_mm_81 0.7367 ms 77.7% triton_mm_82 0.8054 ms 71.0% addmm 0.8099 ms 70.6% triton_mm_84 0.8101 ms 70.6% triton_mm_86 0.8141 ms 70.3% SingleProcess AUTOTUNE benchmarking takes 2.7417 seconds and 1.3902 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_108 0.5343 ms 100.0% triton_mm_107 0.5566 ms 96.0% triton_mm_109 0.5710 ms 93.6% addmm 0.5744 ms 93.0% bias_addmm 0.6158 ms 86.8% triton_mm_102 0.6756 ms 79.1% triton_mm_103 0.7064 ms 75.6% triton_mm_100 0.7066 ms 75.6% triton_mm_104 0.7067 ms 75.6% triton_mm_105 0.7743 ms 69.0% SingleProcess AUTOTUNE benchmarking takes 2.7331 seconds and 0.1874 seconds precompiling AUTOTUNE addmm(24x9216, 24x1536, 1536x9216) triton_mm_122 0.0358 ms 100.0% triton_mm_126 0.0358 ms 99.8% triton_mm_118 0.0366 ms 97.7% triton_mm_121 0.0369 ms 96.9% triton_mm_117 0.0375 ms 95.3% triton_mm_114 0.0377 ms 94.8% triton_mm_111 0.0379 ms 94.4% bias_addmm 0.0385 ms 93.0% triton_mm_112 0.0414 ms 86.3% triton_mm_113 0.0424 ms 84.3% SingleProcess AUTOTUNE benchmarking takes 2.2478 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_201 0.5379 ms 100.0% triton_mm_200 0.5558 ms 96.8% triton_mm_202 0.5733 ms 93.8% addmm 0.6062 ms 88.7% bias_addmm 0.6158 ms 87.3% triton_mm_195 0.6836 ms 78.7% triton_mm_193 0.7089 ms 75.9% triton_mm_197 0.7141 ms 75.3% triton_mm_196 0.7153 ms 75.2% triton_mm_198 0.7804 ms 68.9% SingleProcess AUTOTUNE benchmarking takes 2.7260 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(24x9216, 24x1536, 1536x9216) triton_mm_219 0.0353 ms 100.0% triton_mm_214 0.0357 ms 98.8% triton_mm_215 0.0358 ms 98.6% triton_mm_210 0.0363 ms 97.4% triton_mm_211 0.0366 ms 96.5% triton_mm_207 0.0370 ms 95.5% triton_mm_204 0.0383 ms 92.3% bias_addmm 0.0392 ms 90.2% triton_mm_205 0.0416 ms 85.0% addmm 0.0426 ms 83.0% SingleProcess AUTOTUNE benchmarking takes 2.2018 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x2048, 6864x1536, 1536x2048) triton_mm_591 0.1910 ms 100.0% triton_mm_592 0.1914 ms 99.8% triton_mm_593 0.2105 ms 90.7% triton_mm_586 0.2282 ms 83.7% triton_mm_584 0.2385 ms 80.1% triton_mm_588 0.2394 ms 79.8% bias_addmm 0.2445 ms 78.1% triton_mm_585 0.2613 ms 73.1% triton_mm_589 0.2657 ms 71.9% triton_mm_587 0.2708 ms 70.5% SingleProcess AUTOTUNE benchmarking takes 2.5746 seconds and 0.0053 seconds precompiling AUTOTUNE addmm(6864x2048, 6864x2048, 2048x2048) triton_mm_611 0.2457 ms 100.0% triton_mm_610 0.2468 ms 99.5% bias_addmm 0.2654 ms 92.6% triton_mm_612 0.2700 ms 91.0% triton_mm_605 0.3045 ms 80.7% addmm 0.3052 ms 80.5% triton_mm_607 0.3123 ms 78.7% triton_mm_603 0.3127 ms 78.6% triton_mm_606 0.3309 ms 74.2% triton_mm_608 0.3524 ms 69.7% SingleProcess AUTOTUNE benchmarking takes 2.6371 seconds and 0.0010 seconds precompiling AUTOTUNE mm(6864x2048, 2048x768) mm 0.0944 ms 100.0% triton_mm_630 0.0953 ms 99.1% triton_mm_629 0.1013 ms 93.2% triton_mm_631 0.1018 ms 92.7% triton_mm_624 0.1154 ms 81.8% triton_mm_626 0.1185 ms 79.7% triton_mm_622 0.1196 ms 78.9% triton_mm_625 0.1285 ms 73.5% triton_mm_627 0.1341 ms 70.4% triton_mm_623 0.1344 ms 70.2% SingleProcess AUTOTUNE benchmarking takes 2.4202 seconds and 0.0009 seconds precompiling AUTOTUNE mm(24x1536, 1536x3072) triton_mm_2310 0.0168 ms 100.0% triton_mm_2314 0.0168 ms 99.8% triton_mm_2318 0.0175 ms 96.2% triton_mm_2322 0.0193 ms 86.9% mm 0.0210 ms 79.9% triton_mm_2307 0.0218 ms 77.0% triton_mm_2309 0.0226 ms 74.3% triton_mm_2313 0.0232 ms 72.3% triton_mm_2308 0.0240 ms 70.0% triton_mm_2317 0.0241 ms 69.8% SingleProcess AUTOTUNE benchmarking takes 7.4826 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x32768, 6864x1536, 1536x32768) triton_mm_2340 3.0929 ms 100.0% bias_addmm 3.1384 ms 98.6% triton_mm_2339 3.1438 ms 98.4% triton_mm_2341 3.4496 ms 89.7% addmm 3.7710 ms 82.0% triton_mm_2334 3.7914 ms 81.6% triton_mm_2336 3.9166 ms 79.0% triton_mm_2332 4.0051 ms 77.2% triton_mm_2335 4.3562 ms 71.0% triton_mm_2337 4.3712 ms 70.8% SingleProcess AUTOTUNE benchmarking takes 12.5562 seconds and 0.0000 seconds precompiling /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(32768x6864, 6864x1536) triton_mm_2377 2.8544 ms 100.0% triton_mm_2378 2.9338 ms 97.3% mm 2.9568 ms 96.5% triton_mm_2379 3.1090 ms 91.8% triton_mm_2372 3.6705 ms 77.8% triton_mm_2370 3.7308 ms 76.5% triton_mm_2374 3.7688 ms 75.7% triton_mm_2373 3.8524 ms 74.1% triton_mm_2375 3.9608 ms 72.1% triton_mm_2371 4.0706 ms 70.1% SingleProcess AUTOTUNE benchmarking takes 9.9577 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5360 ms 100.0% triton_mm_2449 0.5626 ms 95.3% triton_mm_2450 0.5802 ms 92.4% triton_mm_2451 0.6033 ms 88.8% triton_mm_2444 0.6836 ms 78.4% triton_mm_2446 0.6929 ms 77.4% triton_mm_2442 0.6987 ms 76.7% triton_mm_2445 0.7205 ms 74.4% triton_mm_2447 0.7324 ms 73.2% triton_mm_2443 0.7490 ms 71.6% SingleProcess AUTOTUNE benchmarking takes 9.8038 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3072x24, 24x1536) triton_mm_2403 0.0147 ms 100.0% triton_mm_2402 0.0151 ms 97.0% triton_mm_2404 0.0151 ms 97.0% triton_mm_2412 0.0153 ms 95.8% triton_mm_2405 0.0155 ms 94.5% triton_mm_2406 0.0158 ms 92.9% triton_mm_2409 0.0159 ms 92.0% triton_mm_2407 0.0160 ms 91.3% triton_mm_2413 0.0161 ms 91.2% triton_mm_2408 0.0161 ms 91.1% SingleProcess AUTOTUNE benchmarking takes 5.8004 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x3072, 3072x1536) triton_mm_2384 0.0199 ms 100.0% triton_mm_2388 0.0225 ms 88.5% mm 0.0226 ms 88.3% triton_mm_2392 0.0250 ms 79.8% triton_mm_2383 0.0295 ms 67.6% triton_mm_2396 0.0300 ms 66.5% triton_mm_2382 0.0307 ms 65.0% triton_mm_2387 0.0329 ms 60.7% triton_mm_2391 0.0344 ms 58.0% triton_mm_2381 0.0359 ms 55.5% SingleProcess AUTOTUNE benchmarking takes 2.1025 seconds and 0.0008 seconds precompiling AUTOTUNE mm(6864x32768, 32768x1536) mm 2.6822 ms 100.0% triton_mm_2358 2.8581 ms 93.8% triton_mm_2359 2.9161 ms 92.0% triton_mm_2360 3.0012 ms 89.4% triton_mm_2354 3.7833 ms 70.9% triton_mm_2351 3.8815 ms 69.1% triton_mm_2352 4.0017 ms 67.0% triton_mm_2353 4.0145 ms 66.8% triton_mm_2356 4.1354 ms 64.9% triton_mm_2355 4.2181 ms 63.6% SingleProcess AUTOTUNE benchmarking takes 3.1008 seconds and 0.0010 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) triton_mm_2430 0.5504 ms 100.0% mm 0.5529 ms 99.6% triton_mm_2431 0.5711 ms 96.4% triton_mm_2432 0.6135 ms 89.7% triton_mm_2425 0.6898 ms 79.8% triton_mm_2423 0.6909 ms 79.7% triton_mm_2427 0.6961 ms 79.1% triton_mm_2424 0.7401 ms 74.4% triton_mm_2428 0.7520 ms 73.2% triton_mm_2426 0.7844 ms 70.2% SingleProcess AUTOTUNE benchmarking takes 2.5945 seconds and 0.0010 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.5004 ms 100.0% triton_mm_2468 0.5301 ms 94.4% triton_mm_2469 0.5385 ms 92.9% triton_mm_2470 0.5573 ms 89.8% triton_mm_2463 0.6645 ms 75.3% triton_mm_2461 0.6672 ms 75.0% triton_mm_2465 0.6764 ms 74.0% triton_mm_2464 0.6931 ms 72.2% triton_mm_2462 0.7312 ms 68.4% triton_mm_2466 0.7546 ms 66.3% SingleProcess AUTOTUNE benchmarking takes 9.7438 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5319 ms 100.0% triton_mm_2487 0.5602 ms 95.0% triton_mm_2488 0.5789 ms 91.9% triton_mm_2489 0.6048 ms 88.0% triton_mm_2482 0.6692 ms 79.5% triton_mm_2480 0.6844 ms 77.7% triton_mm_2484 0.6868 ms 77.5% triton_mm_2483 0.7225 ms 73.6% triton_mm_2485 0.7364 ms 72.2% triton_mm_2481 0.7476 ms 71.2% SingleProcess AUTOTUNE benchmarking takes 9.9980 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x4608, 4608x1536) triton_mm_2544 0.3996 ms 100.0% triton_mm_2545 0.4110 ms 97.2% mm 0.4259 ms 93.8% triton_mm_2546 0.4262 ms 93.8% triton_mm_2539 0.5018 ms 79.6% triton_mm_2537 0.5076 ms 78.7% triton_mm_2540 0.5178 ms 77.2% triton_mm_2541 0.5198 ms 76.9% triton_mm_2538 0.5531 ms 72.3% triton_mm_2542 0.5661 ms 70.6% SingleProcess AUTOTUNE benchmarking takes 9.7472 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x6864, 6864x1536) mm 0.3679 ms 100.0% triton_mm_2563 0.3892 ms 94.5% triton_mm_2564 0.4011 ms 91.7% triton_mm_2565 0.4184 ms 87.9% triton_mm_2558 0.5111 ms 72.0% triton_mm_2556 0.5161 ms 71.3% triton_mm_2561 0.5460 ms 67.4% triton_mm_2559 0.5512 ms 66.8% triton_mm_2557 0.5515 ms 66.7% triton_mm_2560 0.5981 ms 61.5% SingleProcess AUTOTUNE benchmarking takes 9.9318 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1492 ms 100.0% triton_mm_2518 0.1746 ms 85.5% triton_mm_2522 0.1752 ms 85.2% triton_mm_2525 0.1763 ms 84.7% triton_mm_2526 0.1896 ms 78.7% triton_mm_2521 0.1926 ms 77.5% triton_mm_2527 0.1943 ms 76.8% triton_mm_2523 0.2014 ms 74.1% triton_mm_2519 0.2045 ms 73.0% triton_mm_2520 0.2125 ms 70.2% SingleProcess AUTOTUNE benchmarking takes 9.7320 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1366 ms 100.0% triton_mm_2506 0.1397 ms 97.8% triton_mm_2507 0.1452 ms 94.1% triton_mm_2508 0.1528 ms 89.5% triton_mm_2501 0.1716 ms 79.6% triton_mm_2499 0.1736 ms 78.7% triton_mm_2503 0.1764 ms 77.5% triton_mm_2500 0.1819 ms 75.1% triton_mm_2504 0.1895 ms 72.1% triton_mm_2502 0.1945 ms 70.3% SingleProcess AUTOTUNE benchmarking takes 2.4710 seconds and 0.0010 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_2592 0.0258 ms 100.0% triton_mm_2594 0.0258 ms 100.0% triton_mm_2589 0.0262 ms 98.4% triton_mm_2595 0.0268 ms 96.2% triton_mm_2593 0.0270 ms 95.4% triton_mm_2598 0.0275 ms 93.8% triton_mm_2588 0.0275 ms 93.7% triton_mm_2591 0.0276 ms 93.5% triton_mm_2596 0.0286 ms 90.1% triton_mm_2590 0.0292 ms 88.2% SingleProcess AUTOTUNE benchmarking takes 5.7954 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0403 ms 100.0% triton_mm_2570 0.0415 ms 97.2% triton_mm_2574 0.0418 ms 96.5% triton_mm_2578 0.0543 ms 74.2% triton_mm_2582 0.0680 ms 59.2% triton_mm_2569 0.0721 ms 55.9% triton_mm_2568 0.0782 ms 51.5% triton_mm_2573 0.0852 ms 47.3% triton_mm_2577 0.0863 ms 46.7% triton_mm_2567 0.0920 ms 43.8% SingleProcess AUTOTUNE benchmarking takes 6.5900 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5502 ms 100.0% triton_mm_2616 0.5535 ms 99.4% triton_mm_2617 0.5716 ms 96.3% triton_mm_2618 0.6152 ms 89.4% triton_mm_2611 0.6875 ms 80.0% triton_mm_2609 0.7009 ms 78.5% triton_mm_2613 0.7024 ms 78.3% triton_mm_2610 0.7243 ms 76.0% triton_mm_2614 0.7523 ms 73.1% triton_mm_2612 0.7807 ms 70.5% SingleProcess AUTOTUNE benchmarking takes 2.6051 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.5041 ms 100.0% triton_mm_2654 0.5333 ms 94.5% triton_mm_2655 0.5453 ms 92.4% triton_mm_2656 0.5645 ms 89.3% triton_mm_2649 0.6767 ms 74.5% triton_mm_2647 0.6785 ms 74.3% triton_mm_2651 0.6860 ms 73.5% triton_mm_2650 0.6994 ms 72.1% triton_mm_2648 0.7433 ms 67.8% triton_mm_2652 0.7571 ms 66.6% SingleProcess AUTOTUNE benchmarking takes 2.6052 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5322 ms 100.0% triton_mm_2673 0.5646 ms 94.3% triton_mm_2674 0.5855 ms 90.9% triton_mm_2675 0.6103 ms 87.2% triton_mm_2668 0.6822 ms 78.0% triton_mm_2666 0.6938 ms 76.7% triton_mm_2670 0.6956 ms 76.5% triton_mm_2669 0.7326 ms 72.7% triton_mm_2671 0.7543 ms 70.6% triton_mm_2667 0.7676 ms 69.3% SingleProcess AUTOTUNE benchmarking takes 2.5953 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x6864, 6864x1536) triton_mm_2749 0.3909 ms 100.0% triton_mm_2750 0.4049 ms 96.6% mm 0.4127 ms 94.7% triton_mm_2751 0.4178 ms 93.6% triton_mm_2744 0.5123 ms 76.3% triton_mm_2742 0.5167 ms 75.7% triton_mm_2746 0.5258 ms 74.4% triton_mm_2747 0.5507 ms 71.0% triton_mm_2745 0.5538 ms 70.6% triton_mm_2743 0.5618 ms 69.6% SingleProcess AUTOTUNE benchmarking takes 2.5498 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1488 ms 100.0% triton_mm_2704 0.1751 ms 85.0% triton_mm_2708 0.1753 ms 84.9% triton_mm_2711 0.1767 ms 84.2% triton_mm_2712 0.1893 ms 78.6% triton_mm_2707 0.1935 ms 76.9% triton_mm_2713 0.1940 ms 76.7% triton_mm_2709 0.2018 ms 73.8% triton_mm_2705 0.2040 ms 72.9% triton_mm_2706 0.2128 ms 69.9% SingleProcess AUTOTUNE benchmarking takes 2.4763 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1359 ms 100.0% triton_mm_2692 0.1400 ms 97.1% triton_mm_2693 0.1456 ms 93.4% triton_mm_2694 0.1533 ms 88.6% triton_mm_2687 0.1726 ms 78.8% triton_mm_2685 0.1738 ms 78.2% triton_mm_2689 0.1769 ms 76.8% triton_mm_2686 0.1837 ms 74.0% triton_mm_2690 0.1904 ms 71.4% triton_mm_2688 0.1960 ms 69.4% SingleProcess AUTOTUNE benchmarking takes 2.4668 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_2778 0.0258 ms 100.0% triton_mm_2780 0.0258 ms 100.0% triton_mm_2775 0.0262 ms 98.4% triton_mm_2784 0.0266 ms 97.2% triton_mm_2781 0.0268 ms 96.2% triton_mm_2777 0.0276 ms 93.6% triton_mm_2782 0.0277 ms 93.3% triton_mm_2779 0.0284 ms 91.1% triton_mm_2774 0.0286 ms 90.2% triton_mm_2783 0.0295 ms 87.6% SingleProcess AUTOTUNE benchmarking takes 2.1367 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0404 ms 100.0% triton_mm_2756 0.0418 ms 96.6% triton_mm_2760 0.0420 ms 96.0% triton_mm_2764 0.0544 ms 74.2% triton_mm_2768 0.0681 ms 59.3% triton_mm_2755 0.0720 ms 56.1% triton_mm_2754 0.0791 ms 51.1% triton_mm_2759 0.0852 ms 47.4% triton_mm_2763 0.0872 ms 46.3% triton_mm_2753 0.0913 ms 44.2% SingleProcess AUTOTUNE benchmarking takes 2.1244 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5465 ms 100.0% triton_mm_2802 0.5505 ms 99.3% triton_mm_2803 0.5735 ms 95.3% triton_mm_2804 0.6156 ms 88.8% triton_mm_2797 0.6875 ms 79.5% triton_mm_2795 0.6942 ms 78.7% triton_mm_2799 0.7025 ms 77.8% triton_mm_2796 0.7301 ms 74.9% triton_mm_2800 0.7516 ms 72.7% triton_mm_2798 0.7826 ms 69.8% SingleProcess AUTOTUNE benchmarking takes 2.5981 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x6864, 6864x1536) mm 0.3669 ms 100.0% triton_mm_2935 0.3888 ms 94.4% triton_mm_2936 0.4024 ms 91.2% triton_mm_2937 0.4196 ms 87.4% triton_mm_2930 0.5127 ms 71.6% triton_mm_2928 0.5181 ms 70.8% triton_mm_2932 0.5276 ms 69.5% triton_mm_2933 0.5481 ms 66.9% triton_mm_2931 0.5520 ms 66.5% triton_mm_2929 0.5538 ms 66.2% SingleProcess AUTOTUNE benchmarking takes 2.5664 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1497 ms 100.0% triton_mm_2894 0.1745 ms 85.8% triton_mm_2890 0.1751 ms 85.5% triton_mm_2897 0.1766 ms 84.7% triton_mm_2898 0.1893 ms 79.1% triton_mm_2893 0.1929 ms 77.6% triton_mm_2899 0.1947 ms 76.9% triton_mm_2895 0.2016 ms 74.3% triton_mm_2891 0.2030 ms 73.8% triton_mm_2892 0.2130 ms 70.3% SingleProcess AUTOTUNE benchmarking takes 2.4726 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1369 ms 100.0% triton_mm_2878 0.1397 ms 98.0% triton_mm_2879 0.1449 ms 94.5% triton_mm_2880 0.1529 ms 89.6% triton_mm_2873 0.1713 ms 79.9% triton_mm_2871 0.1743 ms 78.6% triton_mm_2875 0.1775 ms 77.1% triton_mm_2872 0.1823 ms 75.1% triton_mm_2876 0.1890 ms 72.5% triton_mm_2874 0.1955 ms 70.0% SingleProcess AUTOTUNE benchmarking takes 2.4636 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.5017 ms 100.0% triton_mm_3026 0.5331 ms 94.1% triton_mm_3027 0.5461 ms 91.9% triton_mm_3028 0.5647 ms 88.8% triton_mm_3019 0.6781 ms 74.0% triton_mm_3021 0.6803 ms 73.7% triton_mm_3023 0.6869 ms 73.0% triton_mm_3022 0.7050 ms 71.2% triton_mm_3020 0.7431 ms 67.5% triton_mm_3024 0.7567 ms 66.3% SingleProcess AUTOTUNE benchmarking takes 2.6088 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5323 ms 100.0% triton_mm_3045 0.5643 ms 94.3% triton_mm_3046 0.5849 ms 91.0% triton_mm_3047 0.6113 ms 87.1% triton_mm_3040 0.6788 ms 78.4% triton_mm_3038 0.6920 ms 76.9% triton_mm_3042 0.6992 ms 76.1% triton_mm_3041 0.7306 ms 72.9% triton_mm_3043 0.7445 ms 71.5% triton_mm_3039 0.7556 ms 70.5% SingleProcess AUTOTUNE benchmarking takes 2.5935 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x6864, 6864x1536) mm 0.3674 ms 100.0% triton_mm_3121 0.3906 ms 94.1% triton_mm_3122 0.4023 ms 91.3% triton_mm_3123 0.4171 ms 88.1% triton_mm_3116 0.5113 ms 71.9% triton_mm_3114 0.5180 ms 70.9% triton_mm_3118 0.5282 ms 69.6% triton_mm_3119 0.5488 ms 67.0% triton_mm_3115 0.5523 ms 66.5% triton_mm_3117 0.5547 ms 66.2% SingleProcess AUTOTUNE benchmarking takes 2.5615 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1487 ms 100.0% triton_mm_3080 0.1748 ms 85.1% triton_mm_3076 0.1759 ms 84.5% triton_mm_3083 0.1771 ms 83.9% triton_mm_3084 0.1905 ms 78.0% triton_mm_3079 0.1931 ms 77.0% triton_mm_3085 0.1942 ms 76.5% triton_mm_3081 0.2019 ms 73.6% triton_mm_3077 0.2044 ms 72.7% triton_mm_3078 0.2133 ms 69.7% SingleProcess AUTOTUNE benchmarking takes 2.4784 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1361 ms 100.0% triton_mm_3064 0.1397 ms 97.4% triton_mm_3065 0.1457 ms 93.5% triton_mm_3066 0.1533 ms 88.8% triton_mm_3059 0.1721 ms 79.1% triton_mm_3057 0.1746 ms 78.0% triton_mm_3061 0.1772 ms 76.8% triton_mm_3058 0.1837 ms 74.1% triton_mm_3062 0.1909 ms 71.3% triton_mm_3060 0.1968 ms 69.2% SingleProcess AUTOTUNE benchmarking takes 2.4624 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.5021 ms 100.0% triton_mm_3212 0.5336 ms 94.1% triton_mm_3213 0.5524 ms 90.9% triton_mm_3214 0.5718 ms 87.8% triton_mm_3205 0.6787 ms 74.0% triton_mm_3207 0.6788 ms 74.0% triton_mm_3209 0.6973 ms 72.0% triton_mm_3208 0.7050 ms 71.2% triton_mm_3206 0.7436 ms 67.5% triton_mm_3210 0.7574 ms 66.3% SingleProcess AUTOTUNE benchmarking takes 2.6161 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5342 ms 100.0% triton_mm_3231 0.5649 ms 94.6% triton_mm_3232 0.5855 ms 91.2% triton_mm_3233 0.6105 ms 87.5% triton_mm_3226 0.6814 ms 78.4% triton_mm_3224 0.6924 ms 77.1% triton_mm_3228 0.6959 ms 76.8% triton_mm_3227 0.7322 ms 73.0% triton_mm_3229 0.7512 ms 71.1% triton_mm_3225 0.7618 ms 70.1% SingleProcess AUTOTUNE benchmarking takes 2.5950 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.5000 ms 100.0% triton_mm_3398 0.5328 ms 93.8% triton_mm_3399 0.5446 ms 91.8% triton_mm_3400 0.5635 ms 88.7% triton_mm_3391 0.6801 ms 73.5% triton_mm_3393 0.6868 ms 72.8% triton_mm_3395 0.6872 ms 72.8% triton_mm_3394 0.7042 ms 71.0% triton_mm_3392 0.7431 ms 67.3% triton_mm_3396 0.7570 ms 66.0% SingleProcess AUTOTUNE benchmarking takes 2.6220 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5324 ms 100.0% triton_mm_3417 0.5637 ms 94.4% triton_mm_3418 0.5851 ms 91.0% triton_mm_3419 0.6103 ms 87.2% triton_mm_3412 0.6815 ms 78.1% triton_mm_3414 0.6940 ms 76.7% triton_mm_3410 0.6977 ms 76.3% triton_mm_3413 0.7293 ms 73.0% triton_mm_3415 0.7489 ms 71.1% triton_mm_3411 0.7609 ms 70.0% SingleProcess AUTOTUNE benchmarking takes 2.6117 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1365 ms 100.0% triton_mm_3436 0.1389 ms 98.2% triton_mm_3437 0.1445 ms 94.5% triton_mm_3438 0.1537 ms 88.8% triton_mm_3431 0.1717 ms 79.5% triton_mm_3429 0.1733 ms 78.8% triton_mm_3433 0.1776 ms 76.9% triton_mm_3430 0.1831 ms 74.6% triton_mm_3434 0.1895 ms 72.0% triton_mm_3432 0.1969 ms 69.3% SingleProcess AUTOTUNE benchmarking takes 2.4790 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x768, 768x2048) triton_mm_5778 0.1007 ms 100.0% mm 0.1035 ms 97.3% triton_mm_5779 0.1052 ms 95.8% triton_mm_5771 0.1199 ms 84.0% triton_mm_5773 0.1199 ms 84.0% triton_mm_5775 0.1204 ms 83.6% triton_mm_5780 0.1289 ms 78.2% triton_mm_5772 0.1300 ms 77.5% triton_mm_5776 0.1344 ms 75.0% triton_mm_5774 0.1566 ms 64.3% SingleProcess AUTOTUNE benchmarking takes 10.8818 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x2048, 2048x2048) triton_mm_5816 0.2381 ms 100.0% mm 0.2384 ms 99.9% triton_mm_5817 0.2472 ms 96.3% triton_mm_5811 0.3024 ms 78.7% triton_mm_5809 0.3031 ms 78.5% triton_mm_5818 0.3033 ms 78.5% triton_mm_5813 0.3048 ms 78.1% triton_mm_5812 0.3232 ms 73.7% triton_mm_5810 0.3309 ms 72.0% triton_mm_5814 0.3378 ms 70.5% SingleProcess AUTOTUNE benchmarking takes 10.5482 seconds and 0.0000 seconds precompiling AUTOTUNE mm(2048x6864, 6864x2048) mm 0.2454 ms 100.0% triton_mm_5835 0.2835 ms 86.6% triton_mm_5836 0.2900 ms 84.6% triton_mm_5837 0.2973 ms 82.5% triton_mm_5828 0.3196 ms 76.8% triton_mm_5832 0.3212 ms 76.4% triton_mm_5831 0.3261 ms 75.2% triton_mm_5830 0.3326 ms 73.8% triton_mm_5833 0.3344 ms 73.4% triton_mm_5829 0.3408 ms 72.0% SingleProcess AUTOTUNE benchmarking takes 10.0627 seconds and 0.0000 seconds precompiling AUTOTUNE mm(2048x6864, 6864x1536) mm 0.1786 ms 100.0% triton_mm_5873 0.1870 ms 95.5% triton_mm_5874 0.1942 ms 92.0% triton_mm_5875 0.2340 ms 76.3% triton_mm_5869 0.2538 ms 70.4% triton_mm_5871 0.2643 ms 67.6% triton_mm_5867 0.2646 ms 67.5% triton_mm_5868 0.2731 ms 65.4% triton_mm_5866 0.2771 ms 64.5% triton_mm_5870 0.2792 ms 64.0% SingleProcess AUTOTUNE benchmarking takes 10.0626 seconds and 0.0000 seconds precompiling AUTOTUNE mm(768x6864, 6864x2048) mm 0.0963 ms 100.0% triton_mm_5799 0.1007 ms 95.6% triton_mm_5798 0.1096 ms 87.9% triton_mm_5792 0.1187 ms 81.2% triton_mm_5797 0.1215 ms 79.3% triton_mm_5790 0.1235 ms 78.0% triton_mm_5794 0.1252 ms 76.9% triton_mm_5793 0.1280 ms 75.3% triton_mm_5795 0.1320 ms 73.0% triton_mm_5791 0.1347 ms 71.5% SingleProcess AUTOTUNE benchmarking takes 9.9359 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x2048, 2048x1536) mm 0.1751 ms 100.0% triton_mm_5854 0.1799 ms 97.3% triton_mm_5855 0.1855 ms 94.4% triton_mm_5856 0.1954 ms 89.6% triton_mm_5849 0.2224 ms 78.7% triton_mm_5851 0.2254 ms 77.7% triton_mm_5847 0.2259 ms 77.5% triton_mm_5850 0.2413 ms 72.6% triton_mm_5848 0.2464 ms 71.1% triton_mm_5852 0.2524 ms 69.4% SingleProcess AUTOTUNE benchmarking takes 10.6197 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6840, 6840x28) mm 0.0385 ms 100.0% triton_mm_7003 0.0499 ms 77.1% triton_mm_6996 0.0500 ms 76.9% triton_mm_6994 0.0604 ms 63.6% triton_mm_6995 0.0678 ms 56.7% triton_mm_7002 0.0729 ms 52.7% triton_mm_6999 0.0748 ms 51.4% triton_mm_6993 0.0748 ms 51.4% triton_mm_7008 0.0763 ms 50.4% triton_mm_7001 0.0827 ms 46.5% SingleProcess AUTOTUNE benchmarking takes 7.0332 seconds and 0.0000 seconds precompiling /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): Validation Progress: 0%| | 0/44 [00:00 VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2207: UserWarning: Overwriting vit_tiny_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2216: UserWarning: Overwriting vit_small_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2225: UserWarning: Overwriting vit_small_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2234: UserWarning: Overwriting vit_small_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2243: UserWarning: Overwriting vit_small_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2252: UserWarning: Overwriting vit_small_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2261: UserWarning: Overwriting vit_base_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2271: UserWarning: Overwriting vit_base_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2281: UserWarning: Overwriting vit_base_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2291: UserWarning: Overwriting vit_base_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2301: UserWarning: Overwriting vit_base_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2311: UserWarning: Overwriting vit_large_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2320: UserWarning: Overwriting vit_large_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2330: UserWarning: Overwriting vit_large_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2340: UserWarning: Overwriting vit_large_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2350: UserWarning: Overwriting vit_large_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2359: UserWarning: Overwriting vit_huge_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2368: UserWarning: Overwriting vit_giant_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2377: UserWarning: Overwriting vit_gigantic_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2387: UserWarning: Overwriting vit_base_patch16_224_miil in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224_miil. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224_miil(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2398: UserWarning: Overwriting vit_medium_patch16_gap_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2410: UserWarning: Overwriting vit_medium_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2422: UserWarning: Overwriting vit_medium_patch16_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2434: UserWarning: Overwriting vit_betwixt_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2446: UserWarning: Overwriting vit_base_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2457: UserWarning: Overwriting vit_huge_patch14_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2468: UserWarning: Overwriting vit_huge_patch16_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch16_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch16_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2479: UserWarning: Overwriting vit_giant_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2491: UserWarning: Overwriting vit_xsmall_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_xsmall_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_xsmall_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2500: UserWarning: Overwriting vit_medium_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2510: UserWarning: Overwriting vit_medium_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2519: UserWarning: Overwriting vit_betwixt_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2529: UserWarning: Overwriting vit_base_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2540: UserWarning: Overwriting vit_base_patch32_clip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2551: UserWarning: Overwriting vit_base_patch32_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2562: UserWarning: Overwriting vit_base_patch32_clip_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2573: UserWarning: Overwriting vit_base_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2583: UserWarning: Overwriting vit_base_patch16_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2593: UserWarning: Overwriting vit_large_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2603: UserWarning: Overwriting vit_large_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2613: UserWarning: Overwriting vit_huge_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2623: UserWarning: Overwriting vit_huge_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2633: UserWarning: Overwriting vit_huge_patch14_clip_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2643: UserWarning: Overwriting vit_giant_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2656: UserWarning: Overwriting vit_gigantic_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2669: UserWarning: Overwriting vit_base_patch32_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2681: UserWarning: Overwriting vit_base_patch16_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2693: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2705: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2717: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2729: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2743: UserWarning: Overwriting vit_base_patch32_plus_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_plus_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_plus_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2753: UserWarning: Overwriting vit_base_patch16_plus_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_plus_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_plus_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2763: UserWarning: Overwriting vit_base_patch16_rpn_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_rpn_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_rpn_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2775: UserWarning: Overwriting vit_small_patch16_36x1_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_36x1_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_36x1_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2787: UserWarning: Overwriting vit_small_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2800: UserWarning: Overwriting vit_base_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2812: UserWarning: Overwriting eva_large_patch14_196 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_196. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_196(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2821: UserWarning: Overwriting eva_large_patch14_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2829: UserWarning: Overwriting flexivit_small in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_small. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_small(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2838: UserWarning: Overwriting flexivit_base in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_base. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_base(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2847: UserWarning: Overwriting flexivit_large in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_large. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_large(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2856: UserWarning: Overwriting vit_base_patch16_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2869: UserWarning: Overwriting vit_large_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2882: UserWarning: Overwriting vit_huge_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2895: UserWarning: Overwriting vit_small_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2905: UserWarning: Overwriting vit_base_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2915: UserWarning: Overwriting vit_large_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2925: UserWarning: Overwriting vit_giant_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2942: UserWarning: Overwriting vit_small_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2955: UserWarning: Overwriting vit_base_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2968: UserWarning: Overwriting vit_large_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2981: UserWarning: Overwriting vit_giant_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2998: UserWarning: Overwriting vit_base_patch16_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3008: UserWarning: Overwriting vit_base_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3018: UserWarning: Overwriting vit_base_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3028: UserWarning: Overwriting vit_base_patch16_siglip_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3038: UserWarning: Overwriting vit_large_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3048: UserWarning: Overwriting vit_large_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3058: UserWarning: Overwriting vit_so400m_patch14_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3068: UserWarning: Overwriting vit_so400m_patch14_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3078: UserWarning: Overwriting vit_base_patch16_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3089: UserWarning: Overwriting vit_base_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3100: UserWarning: Overwriting vit_base_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3111: UserWarning: Overwriting vit_base_patch16_siglip_gap_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3122: UserWarning: Overwriting vit_large_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3133: UserWarning: Overwriting vit_large_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3144: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3156: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3168: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3180: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_896 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_896. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_896(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3192: UserWarning: Overwriting vit_wee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_wee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_wee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3203: UserWarning: Overwriting vit_pwee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_pwee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_pwee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3214: UserWarning: Overwriting vit_little_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3225: UserWarning: Overwriting vit_little_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3236: UserWarning: Overwriting vit_medium_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3247: UserWarning: Overwriting vit_medium_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3258: UserWarning: Overwriting vit_mediumd_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_mediumd_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_mediumd_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3269: UserWarning: Overwriting vit_betwixt_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3280: UserWarning: Overwriting vit_betwixt_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3291: UserWarning: Overwriting vit_base_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3302: UserWarning: Overwriting vit_so150m_patch16_reg4_map_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_map_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_map_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3313: UserWarning: Overwriting vit_so150m_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: model.safetensors: 0%| | 0.00/346M [00:00 VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2207: UserWarning: Overwriting vit_tiny_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2216: UserWarning: Overwriting vit_small_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2225: UserWarning: Overwriting vit_small_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2234: UserWarning: Overwriting vit_small_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2243: UserWarning: Overwriting vit_small_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2252: UserWarning: Overwriting vit_small_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2261: UserWarning: Overwriting vit_base_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2271: UserWarning: Overwriting vit_base_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2281: UserWarning: Overwriting vit_base_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2291: UserWarning: Overwriting vit_base_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2301: UserWarning: Overwriting vit_base_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2311: UserWarning: Overwriting vit_large_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2320: UserWarning: Overwriting vit_large_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2330: UserWarning: Overwriting vit_large_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2340: UserWarning: Overwriting vit_large_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2350: UserWarning: Overwriting vit_large_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2359: UserWarning: Overwriting vit_huge_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2368: UserWarning: Overwriting vit_giant_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2377: UserWarning: Overwriting vit_gigantic_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2387: UserWarning: Overwriting vit_base_patch16_224_miil in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224_miil. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224_miil(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2398: UserWarning: Overwriting vit_medium_patch16_gap_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2410: UserWarning: Overwriting vit_medium_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2422: UserWarning: Overwriting vit_medium_patch16_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2434: UserWarning: Overwriting vit_betwixt_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2446: UserWarning: Overwriting vit_base_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2457: UserWarning: Overwriting vit_huge_patch14_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2468: UserWarning: Overwriting vit_huge_patch16_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch16_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch16_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2479: UserWarning: Overwriting vit_giant_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2491: UserWarning: Overwriting vit_xsmall_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_xsmall_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_xsmall_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2500: UserWarning: Overwriting vit_medium_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2510: UserWarning: Overwriting vit_medium_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2519: UserWarning: Overwriting vit_betwixt_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2529: UserWarning: Overwriting vit_base_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2540: UserWarning: Overwriting vit_base_patch32_clip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2551: UserWarning: Overwriting vit_base_patch32_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2562: UserWarning: Overwriting vit_base_patch32_clip_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2573: UserWarning: Overwriting vit_base_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2583: UserWarning: Overwriting vit_base_patch16_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2593: UserWarning: Overwriting vit_large_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2603: UserWarning: Overwriting vit_large_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2613: UserWarning: Overwriting vit_huge_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2623: UserWarning: Overwriting vit_huge_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2633: UserWarning: Overwriting vit_huge_patch14_clip_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2643: UserWarning: Overwriting vit_giant_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2656: UserWarning: Overwriting vit_gigantic_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2669: UserWarning: Overwriting vit_base_patch32_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2681: UserWarning: Overwriting vit_base_patch16_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2693: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2705: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2717: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2729: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2743: UserWarning: Overwriting vit_base_patch32_plus_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_plus_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_plus_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2753: UserWarning: Overwriting vit_base_patch16_plus_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_plus_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_plus_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2763: UserWarning: Overwriting vit_base_patch16_rpn_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_rpn_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_rpn_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2775: UserWarning: Overwriting vit_small_patch16_36x1_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_36x1_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_36x1_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2787: UserWarning: Overwriting vit_small_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2800: UserWarning: Overwriting vit_base_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2812: UserWarning: Overwriting eva_large_patch14_196 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_196. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_196(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2821: UserWarning: Overwriting eva_large_patch14_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2829: UserWarning: Overwriting flexivit_small in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_small. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_small(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2838: UserWarning: Overwriting flexivit_base in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_base. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_base(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2847: UserWarning: Overwriting flexivit_large in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_large. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_large(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2856: UserWarning: Overwriting vit_base_patch16_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2869: UserWarning: Overwriting vit_large_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2882: UserWarning: Overwriting vit_huge_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2895: UserWarning: Overwriting vit_small_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2905: UserWarning: Overwriting vit_base_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2915: UserWarning: Overwriting vit_large_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2925: UserWarning: Overwriting vit_giant_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2942: UserWarning: Overwriting vit_small_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2955: UserWarning: Overwriting vit_base_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2968: UserWarning: Overwriting vit_large_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2981: UserWarning: Overwriting vit_giant_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2998: UserWarning: Overwriting vit_base_patch16_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3008: UserWarning: Overwriting vit_base_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3018: UserWarning: Overwriting vit_base_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3028: UserWarning: Overwriting vit_base_patch16_siglip_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3038: UserWarning: Overwriting vit_large_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3048: UserWarning: Overwriting vit_large_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3058: UserWarning: Overwriting vit_so400m_patch14_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3068: UserWarning: Overwriting vit_so400m_patch14_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3078: UserWarning: Overwriting vit_base_patch16_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3089: UserWarning: Overwriting vit_base_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3100: UserWarning: Overwriting vit_base_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3111: UserWarning: Overwriting vit_base_patch16_siglip_gap_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3122: UserWarning: Overwriting vit_large_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3133: UserWarning: Overwriting vit_large_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3144: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3156: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3168: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3180: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_896 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_896. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_896(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3192: UserWarning: Overwriting vit_wee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_wee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_wee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3203: UserWarning: Overwriting vit_pwee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_pwee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_pwee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3214: UserWarning: Overwriting vit_little_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3225: UserWarning: Overwriting vit_little_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3236: UserWarning: Overwriting vit_medium_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3247: UserWarning: Overwriting vit_medium_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3258: UserWarning: Overwriting vit_mediumd_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_mediumd_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_mediumd_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3269: UserWarning: Overwriting vit_betwixt_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3280: UserWarning: Overwriting vit_betwixt_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3291: UserWarning: Overwriting vit_base_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3302: UserWarning: Overwriting vit_so150m_patch16_reg4_map_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_map_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_map_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3313: UserWarning: Overwriting vit_so150m_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/train.py:99: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature. checkpoint = torch.load(vae_ckpt, map_location="cpu") /home/user/VAR/utils/amp_sc.py:27: FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead. self.scaler = torch.cuda.amp.GradScaler(init_scale=2. ** 11, growth_interval=1000) if self.using_fp16_rather_bf16 else None # only fp16 needs a scaler /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(6840x28, 28x1536) triton_mm_8 0.0334 ms 100.0% triton_mm_9 0.0334 ms 100.0% triton_mm_7 0.0345 ms 96.8% triton_mm_12 0.0346 ms 96.5% triton_mm_6 0.0346 ms 96.4% triton_mm_11 0.0347 ms 96.2% triton_mm_4 0.0366 ms 91.3% triton_mm_15 0.0376 ms 88.8% triton_mm_2 0.0378 ms 88.3% triton_mm_3 0.0380 ms 87.8% SingleProcess AUTOTUNE benchmarking takes 2.1192 seconds and 0.0216 seconds precompiling AUTOTUNE addmm(24x9216, 24x1536, 1536x9216) triton_mm_33 0.0354 ms 100.0% triton_mm_28 0.0358 ms 98.8% triton_mm_29 0.0359 ms 98.6% triton_mm_24 0.0364 ms 97.2% triton_mm_25 0.0365 ms 96.8% bias_addmm 0.0372 ms 95.0% triton_mm_18 0.0377 ms 93.9% triton_mm_21 0.0379 ms 93.4% triton_mm_19 0.0425 ms 83.3% addmm 0.0426 ms 83.1% SingleProcess AUTOTUNE benchmarking takes 2.1878 seconds and 0.0009 seconds precompiling AUTOTUNE addmm(6864x4608, 6864x1536, 1536x4608) triton_mm_51 0.4345 ms 100.0% triton_mm_50 0.4362 ms 99.6% triton_mm_52 0.4841 ms 89.8% triton_mm_45 0.5182 ms 83.9% addmm 0.5292 ms 82.1% triton_mm_43 0.5457 ms 79.6% triton_mm_47 0.5523 ms 78.7% triton_mm_44 0.6010 ms 72.3% triton_mm_46 0.6092 ms 71.3% triton_mm_48 0.6187 ms 70.2% SingleProcess AUTOTUNE benchmarking takes 2.9891 seconds and 0.0253 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x1536, 1536x1536) triton_mm_70 0.1458 ms 100.0% triton_mm_69 0.1470 ms 99.2% triton_mm_71 0.1606 ms 90.8% bias_addmm 0.1642 ms 88.8% triton_mm_64 0.1759 ms 82.9% addmm 0.1760 ms 82.9% triton_mm_66 0.1845 ms 79.0% triton_mm_62 0.1846 ms 79.0% triton_mm_63 0.1996 ms 73.0% triton_mm_67 0.2048 ms 71.2% SingleProcess AUTOTUNE benchmarking takes 2.5834 seconds and 0.0010 seconds precompiling AUTOTUNE addmm(6864x6144, 6864x1536, 1536x6144) triton_mm_89 0.5842 ms 100.0% triton_mm_88 0.5873 ms 99.5% triton_mm_90 0.6449 ms 90.6% triton_mm_83 0.7020 ms 83.2% addmm 0.7062 ms 82.7% triton_mm_85 0.7321 ms 79.8% triton_mm_81 0.7428 ms 78.6% triton_mm_82 0.8109 ms 72.0% bias_addmm 0.8161 ms 71.6% triton_mm_84 0.8179 ms 71.4% SingleProcess AUTOTUNE benchmarking takes 2.7459 seconds and 0.5560 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_108 0.5385 ms 100.0% triton_mm_107 0.5535 ms 97.3% addmm 0.5643 ms 95.4% triton_mm_109 0.5723 ms 94.1% bias_addmm 0.6084 ms 88.5% triton_mm_102 0.6692 ms 80.5% triton_mm_104 0.7096 ms 75.9% triton_mm_103 0.7119 ms 75.6% triton_mm_100 0.7122 ms 75.6% triton_mm_105 0.7882 ms 68.3% SingleProcess AUTOTUNE benchmarking takes 2.7493 seconds and 0.2316 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_201 0.5353 ms 100.0% triton_mm_200 0.5522 ms 96.9% triton_mm_202 0.5725 ms 93.5% addmm 0.6044 ms 88.6% bias_addmm 0.6101 ms 87.7% triton_mm_195 0.6778 ms 79.0% triton_mm_197 0.7028 ms 76.2% triton_mm_193 0.7049 ms 75.9% triton_mm_196 0.7140 ms 75.0% triton_mm_198 0.7796 ms 68.7% SingleProcess AUTOTUNE benchmarking takes 2.7365 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_294 0.5335 ms 100.0% triton_mm_293 0.5535 ms 96.4% addmm 0.5646 ms 94.5% triton_mm_295 0.5710 ms 93.4% bias_addmm 0.6081 ms 87.7% triton_mm_288 0.6778 ms 78.7% triton_mm_286 0.7042 ms 75.8% triton_mm_289 0.7062 ms 75.5% triton_mm_290 0.7113 ms 75.0% triton_mm_291 0.7795 ms 68.4% SingleProcess AUTOTUNE benchmarking takes 2.7316 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x2048, 6864x1536, 1536x2048) triton_mm_591 0.1881 ms 100.0% triton_mm_592 0.1884 ms 99.8% triton_mm_593 0.2086 ms 90.2% triton_mm_586 0.2258 ms 83.3% triton_mm_584 0.2359 ms 79.7% triton_mm_588 0.2370 ms 79.4% bias_addmm 0.2424 ms 77.6% triton_mm_585 0.2584 ms 72.8% triton_mm_589 0.2642 ms 71.2% triton_mm_587 0.2708 ms 69.5% SingleProcess AUTOTUNE benchmarking takes 2.5628 seconds and 0.0194 seconds precompiling AUTOTUNE addmm(6864x2048, 6864x2048, 2048x2048) triton_mm_610 0.2432 ms 100.0% triton_mm_611 0.2437 ms 99.8% bias_addmm 0.2653 ms 91.7% triton_mm_612 0.2685 ms 90.6% triton_mm_605 0.3020 ms 80.5% addmm 0.3045 ms 79.9% triton_mm_603 0.3084 ms 78.9% triton_mm_607 0.3099 ms 78.5% triton_mm_606 0.3315 ms 73.4% triton_mm_608 0.3517 ms 69.1% SingleProcess AUTOTUNE benchmarking takes 2.6439 seconds and 0.0009 seconds precompiling AUTOTUNE mm(6864x2048, 2048x768) mm 0.0911 ms 100.0% triton_mm_630 0.0947 ms 96.3% triton_mm_629 0.1002 ms 91.0% triton_mm_631 0.1005 ms 90.7% triton_mm_624 0.1137 ms 80.1% triton_mm_626 0.1167 ms 78.1% triton_mm_622 0.1180 ms 77.3% triton_mm_625 0.1281 ms 71.2% triton_mm_623 0.1326 ms 68.7% triton_mm_627 0.1334 ms 68.3% SingleProcess AUTOTUNE benchmarking takes 2.4304 seconds and 0.0009 seconds precompiling AUTOTUNE mm(24x1536, 1536x3072) triton_mm_2310 0.0180 ms 100.0% triton_mm_2314 0.0180 ms 99.6% triton_mm_2318 0.0188 ms 95.7% triton_mm_2322 0.0205 ms 87.8% mm 0.0211 ms 85.1% triton_mm_2309 0.0224 ms 80.3% triton_mm_2308 0.0228 ms 78.9% triton_mm_2317 0.0231 ms 77.8% triton_mm_2313 0.0234 ms 76.8% triton_mm_2307 0.0245 ms 73.2% SingleProcess AUTOTUNE benchmarking takes 7.6051 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x32768, 6864x1536, 1536x32768) triton_mm_2340 3.0609 ms 100.0% bias_addmm 3.1108 ms 98.4% triton_mm_2339 3.1128 ms 98.3% triton_mm_2341 3.4254 ms 89.4% triton_mm_2334 3.7157 ms 82.4% addmm 3.7180 ms 82.3% triton_mm_2336 3.8379 ms 79.8% triton_mm_2332 3.9730 ms 77.0% triton_mm_2335 4.3157 ms 70.9% triton_mm_2337 4.3334 ms 70.6% SingleProcess AUTOTUNE benchmarking takes 12.6117 seconds and 0.0000 seconds precompiling /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(32768x6864, 6864x1536) triton_mm_2377 2.8645 ms 100.0% triton_mm_2378 2.9019 ms 98.7% mm 2.9152 ms 98.3% triton_mm_2379 3.0770 ms 93.1% triton_mm_2372 3.6477 ms 78.5% triton_mm_2370 3.7113 ms 77.2% triton_mm_2374 3.7926 ms 75.5% triton_mm_2373 3.8696 ms 74.0% triton_mm_2371 4.0107 ms 71.4% triton_mm_2375 4.0181 ms 71.3% SingleProcess AUTOTUNE benchmarking takes 10.2350 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5332 ms 100.0% triton_mm_2449 0.5593 ms 95.3% triton_mm_2450 0.5757 ms 92.6% triton_mm_2451 0.5988 ms 89.1% triton_mm_2444 0.6859 ms 77.7% triton_mm_2446 0.6875 ms 77.6% triton_mm_2442 0.7040 ms 75.7% triton_mm_2445 0.7161 ms 74.5% triton_mm_2447 0.7349 ms 72.6% triton_mm_2443 0.7513 ms 71.0% SingleProcess AUTOTUNE benchmarking takes 9.9872 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3072x24, 24x1536) triton_mm_2409 0.0147 ms 100.0% triton_mm_2406 0.0150 ms 98.3% triton_mm_2410 0.0151 ms 97.3% triton_mm_2412 0.0152 ms 96.6% triton_mm_2403 0.0154 ms 95.5% triton_mm_2405 0.0156 ms 94.5% triton_mm_2408 0.0159 ms 92.6% triton_mm_2402 0.0160 ms 91.9% triton_mm_2407 0.0160 ms 91.7% triton_mm_2404 0.0161 ms 91.5% SingleProcess AUTOTUNE benchmarking takes 2.1464 seconds and 0.0009 seconds precompiling AUTOTUNE mm(24x3072, 3072x1536) triton_mm_2384 0.0186 ms 100.0% mm 0.0220 ms 84.3% triton_mm_2388 0.0225 ms 82.5% triton_mm_2392 0.0249 ms 74.6% triton_mm_2383 0.0294 ms 63.1% triton_mm_2396 0.0298 ms 62.3% triton_mm_2382 0.0315 ms 59.0% triton_mm_2391 0.0333 ms 55.7% triton_mm_2387 0.0338 ms 54.9% triton_mm_2381 0.0360 ms 51.6% SingleProcess AUTOTUNE benchmarking takes 2.1118 seconds and 0.0009 seconds precompiling AUTOTUNE mm(6864x32768, 32768x1536) mm 2.6504 ms 100.0% triton_mm_2358 2.8499 ms 93.0% triton_mm_2359 2.9037 ms 91.3% triton_mm_2360 2.9497 ms 89.9% triton_mm_2354 3.7284 ms 71.1% triton_mm_2351 3.8727 ms 68.4% triton_mm_2353 3.9603 ms 66.9% triton_mm_2352 3.9924 ms 66.4% triton_mm_2356 4.0693 ms 65.1% triton_mm_2355 4.1418 ms 64.0% SingleProcess AUTOTUNE benchmarking takes 3.1142 seconds and 0.0009 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) triton_mm_2430 0.5436 ms 100.0% mm 0.5493 ms 99.0% triton_mm_2431 0.5634 ms 96.5% triton_mm_2432 0.6058 ms 89.7% triton_mm_2425 0.6737 ms 80.7% triton_mm_2423 0.6805 ms 79.9% triton_mm_2427 0.6858 ms 79.3% triton_mm_2424 0.7200 ms 75.5% triton_mm_2428 0.7411 ms 73.4% triton_mm_2426 0.7779 ms 69.9% SingleProcess AUTOTUNE benchmarking takes 10.9082 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) triton_mm_2468 0.5284 ms 100.0% triton_mm_2469 0.5408 ms 97.7% mm 0.5524 ms 95.7% triton_mm_2470 0.5581 ms 94.7% triton_mm_2463 0.6648 ms 79.5% triton_mm_2461 0.6788 ms 77.8% triton_mm_2465 0.6808 ms 77.6% triton_mm_2464 0.7040 ms 75.1% triton_mm_2462 0.7408 ms 71.3% triton_mm_2466 0.7541 ms 70.1% SingleProcess AUTOTUNE benchmarking takes 2.6034 seconds and 0.8490 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5240 ms 100.0% triton_mm_2487 0.5527 ms 94.8% triton_mm_2488 0.5788 ms 90.5% triton_mm_2489 0.6036 ms 86.8% triton_mm_2482 0.6780 ms 77.3% triton_mm_2480 0.6888 ms 76.1% triton_mm_2484 0.6889 ms 76.1% triton_mm_2483 0.7391 ms 70.9% triton_mm_2485 0.7500 ms 69.9% triton_mm_2481 0.7559 ms 69.3% SingleProcess AUTOTUNE benchmarking takes 2.6064 seconds and 0.0009 seconds precompiling AUTOTUNE mm(6864x4608, 4608x1536) triton_mm_2544 0.3938 ms 100.0% triton_mm_2545 0.4037 ms 97.6% triton_mm_2546 0.4191 ms 94.0% mm 0.4207 ms 93.6% triton_mm_2539 0.4958 ms 79.4% triton_mm_2537 0.5020 ms 78.4% triton_mm_2541 0.5131 ms 76.7% triton_mm_2540 0.5142 ms 76.6% triton_mm_2538 0.5388 ms 73.1% triton_mm_2542 0.5595 ms 70.4% SingleProcess AUTOTUNE benchmarking takes 9.7046 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x6864, 6864x1536) mm 0.3657 ms 100.0% triton_mm_2563 0.3832 ms 95.4% triton_mm_2564 0.3938 ms 92.8% triton_mm_2565 0.4102 ms 89.1% triton_mm_2558 0.5043 ms 72.5% triton_mm_2556 0.5085 ms 71.9% triton_mm_2560 0.5165 ms 70.8% triton_mm_2561 0.5398 ms 67.7% triton_mm_2557 0.5449 ms 67.1% triton_mm_2559 0.5457 ms 67.0% SingleProcess AUTOTUNE benchmarking takes 9.9332 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1475 ms 100.0% triton_mm_2518 0.1716 ms 86.0% triton_mm_2522 0.1732 ms 85.2% triton_mm_2525 0.1750 ms 84.3% triton_mm_2526 0.1879 ms 78.5% triton_mm_2521 0.1902 ms 77.6% triton_mm_2527 0.1928 ms 76.5% triton_mm_2523 0.1993 ms 74.0% triton_mm_2519 0.2024 ms 72.9% triton_mm_2520 0.2102 ms 70.2% SingleProcess AUTOTUNE benchmarking takes 9.9377 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1347 ms 100.0% triton_mm_2506 0.1372 ms 98.2% triton_mm_2507 0.1434 ms 93.9% triton_mm_2508 0.1504 ms 89.6% triton_mm_2501 0.1695 ms 79.5% triton_mm_2499 0.1722 ms 78.2% triton_mm_2503 0.1741 ms 77.4% triton_mm_2500 0.1798 ms 74.9% triton_mm_2504 0.1876 ms 71.8% triton_mm_2502 0.1950 ms 69.1% SingleProcess AUTOTUNE benchmarking takes 2.4713 seconds and 0.0010 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_2595 0.0252 ms 100.0% triton_mm_2589 0.0260 ms 97.0% triton_mm_2591 0.0260 ms 97.0% triton_mm_2592 0.0270 ms 93.5% triton_mm_2594 0.0270 ms 93.5% triton_mm_2596 0.0272 ms 92.6% triton_mm_2598 0.0275 ms 91.7% triton_mm_2597 0.0280 ms 90.2% triton_mm_2590 0.0282 ms 89.5% triton_mm_2593 0.0282 ms 89.4% SingleProcess AUTOTUNE benchmarking takes 5.7781 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5359 ms 100.0% triton_mm_2635 0.5573 ms 96.2% triton_mm_2636 0.5796 ms 92.5% triton_mm_2637 0.6040 ms 88.7% triton_mm_2630 0.6861 ms 78.1% triton_mm_2632 0.6999 ms 76.6% triton_mm_2628 0.7056 ms 75.9% triton_mm_2631 0.7337 ms 73.0% triton_mm_2633 0.7432 ms 72.1% triton_mm_2629 0.7505 ms 71.4% SingleProcess AUTOTUNE benchmarking takes 2.6074 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0402 ms 100.0% triton_mm_2574 0.0404 ms 99.4% triton_mm_2570 0.0419 ms 95.8% triton_mm_2578 0.0529 ms 75.9% triton_mm_2582 0.0692 ms 58.1% triton_mm_2569 0.0719 ms 55.9% triton_mm_2568 0.0790 ms 50.8% triton_mm_2573 0.0851 ms 47.2% triton_mm_2577 0.0865 ms 46.4% triton_mm_2567 0.0919 ms 43.7% SingleProcess AUTOTUNE benchmarking takes 6.5507 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4963 ms 100.0% triton_mm_2654 0.5294 ms 93.7% triton_mm_2655 0.5415 ms 91.7% triton_mm_2656 0.5584 ms 88.9% triton_mm_2649 0.6689 ms 74.2% triton_mm_2647 0.6790 ms 73.1% triton_mm_2651 0.6820 ms 72.8% triton_mm_2650 0.7031 ms 70.6% triton_mm_2648 0.7416 ms 66.9% triton_mm_2652 0.7544 ms 65.8% SingleProcess AUTOTUNE benchmarking takes 2.6055 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5257 ms 100.0% triton_mm_2673 0.5583 ms 94.2% triton_mm_2674 0.5822 ms 90.3% triton_mm_2675 0.6052 ms 86.9% triton_mm_2668 0.6766 ms 77.7% triton_mm_2666 0.6849 ms 76.7% triton_mm_2670 0.6926 ms 75.9% triton_mm_2669 0.7359 ms 71.4% triton_mm_2671 0.7401 ms 71.0% triton_mm_2667 0.7512 ms 70.0% SingleProcess AUTOTUNE benchmarking takes 2.6004 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x6864, 6864x1536) mm 0.3621 ms 100.0% triton_mm_2749 0.3865 ms 93.7% triton_mm_2750 0.3977 ms 91.0% triton_mm_2751 0.4135 ms 87.6% triton_mm_2744 0.5112 ms 70.8% triton_mm_2742 0.5161 ms 70.2% triton_mm_2746 0.5231 ms 69.2% triton_mm_2747 0.5452 ms 66.4% triton_mm_2743 0.5496 ms 65.9% triton_mm_2745 0.5517 ms 65.6% SingleProcess AUTOTUNE benchmarking takes 2.5747 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1465 ms 100.0% triton_mm_2708 0.1727 ms 84.8% triton_mm_2704 0.1728 ms 84.8% triton_mm_2711 0.1756 ms 83.4% triton_mm_2712 0.1877 ms 78.0% triton_mm_2713 0.1919 ms 76.3% triton_mm_2707 0.1921 ms 76.3% triton_mm_2709 0.2000 ms 73.2% triton_mm_2705 0.2037 ms 71.9% triton_mm_2706 0.2104 ms 69.6% SingleProcess AUTOTUNE benchmarking takes 2.4747 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1341 ms 100.0% triton_mm_2692 0.1374 ms 97.6% triton_mm_2693 0.1439 ms 93.2% triton_mm_2694 0.1519 ms 88.3% triton_mm_2687 0.1707 ms 78.6% triton_mm_2685 0.1723 ms 77.8% triton_mm_2689 0.1759 ms 76.3% triton_mm_2686 0.1816 ms 73.9% triton_mm_2690 0.1876 ms 71.5% triton_mm_2688 0.1940 ms 69.1% SingleProcess AUTOTUNE benchmarking takes 2.4748 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5295 ms 100.0% triton_mm_2821 0.5608 ms 94.4% triton_mm_2822 0.5824 ms 90.9% triton_mm_2823 0.6040 ms 87.7% triton_mm_2816 0.6885 ms 76.9% triton_mm_2818 0.6995 ms 75.7% triton_mm_2814 0.7083 ms 74.8% triton_mm_2817 0.7338 ms 72.2% triton_mm_2819 0.7428 ms 71.3% triton_mm_2815 0.7590 ms 69.8% SingleProcess AUTOTUNE benchmarking takes 2.6023 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0402 ms 100.0% triton_mm_2760 0.0418 ms 96.1% triton_mm_2756 0.0420 ms 95.7% triton_mm_2764 0.0543 ms 74.0% triton_mm_2768 0.0684 ms 58.7% triton_mm_2755 0.0727 ms 55.2% triton_mm_2754 0.0781 ms 51.4% triton_mm_2759 0.0851 ms 47.2% triton_mm_2763 0.0872 ms 46.0% triton_mm_2753 0.0919 ms 43.7% SingleProcess AUTOTUNE benchmarking takes 2.1193 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4930 ms 100.0% triton_mm_2840 0.5286 ms 93.3% triton_mm_2841 0.5403 ms 91.2% triton_mm_2842 0.5624 ms 87.6% triton_mm_2835 0.6783 ms 72.7% triton_mm_2833 0.6793 ms 72.6% triton_mm_2837 0.6822 ms 72.3% triton_mm_2836 0.7055 ms 69.9% triton_mm_2834 0.7420 ms 66.4% triton_mm_2838 0.7546 ms 65.3% SingleProcess AUTOTUNE benchmarking takes 2.6033 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5289 ms 100.0% triton_mm_2859 0.5567 ms 95.0% triton_mm_2860 0.5814 ms 91.0% triton_mm_2861 0.6073 ms 87.1% triton_mm_2854 0.6775 ms 78.1% triton_mm_2852 0.6900 ms 76.7% triton_mm_2856 0.6998 ms 75.6% triton_mm_2855 0.7358 ms 71.9% triton_mm_2857 0.7478 ms 70.7% triton_mm_2853 0.7588 ms 69.7% SingleProcess AUTOTUNE benchmarking takes 2.5982 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x6864, 6864x1536) mm 0.3615 ms 100.0% triton_mm_2935 0.3852 ms 93.9% triton_mm_2936 0.3970 ms 91.1% triton_mm_2937 0.4135 ms 87.4% triton_mm_2930 0.5107 ms 70.8% triton_mm_2928 0.5147 ms 70.2% triton_mm_2932 0.5297 ms 68.2% triton_mm_2933 0.5442 ms 66.4% triton_mm_2929 0.5506 ms 65.7% triton_mm_2931 0.5518 ms 65.5% SingleProcess AUTOTUNE benchmarking takes 2.5672 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1475 ms 100.0% triton_mm_2894 0.1734 ms 85.0% triton_mm_2890 0.1738 ms 84.9% triton_mm_2897 0.1749 ms 84.3% triton_mm_2898 0.1886 ms 78.2% triton_mm_2893 0.1917 ms 76.9% triton_mm_2899 0.1929 ms 76.5% triton_mm_2895 0.2007 ms 73.5% triton_mm_2891 0.2036 ms 72.4% triton_mm_2892 0.2112 ms 69.8% SingleProcess AUTOTUNE benchmarking takes 2.4692 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1345 ms 100.0% triton_mm_2878 0.1372 ms 98.1% triton_mm_2879 0.1436 ms 93.7% triton_mm_2880 0.1517 ms 88.7% triton_mm_2873 0.1715 ms 78.4% triton_mm_2871 0.1728 ms 77.9% triton_mm_2875 0.1763 ms 76.3% triton_mm_2872 0.1823 ms 73.8% triton_mm_2876 0.1876 ms 71.7% triton_mm_2874 0.1961 ms 68.6% SingleProcess AUTOTUNE benchmarking takes 2.4649 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4959 ms 100.0% triton_mm_3026 0.5306 ms 93.5% triton_mm_3027 0.5452 ms 91.0% triton_mm_3028 0.5625 ms 88.2% triton_mm_3019 0.6694 ms 74.1% triton_mm_3021 0.6760 ms 73.4% triton_mm_3023 0.6908 ms 71.8% triton_mm_3022 0.7108 ms 69.8% triton_mm_3020 0.7413 ms 66.9% triton_mm_3024 0.7546 ms 65.7% SingleProcess AUTOTUNE benchmarking takes 2.6062 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5304 ms 100.0% triton_mm_3045 0.5535 ms 95.8% triton_mm_3046 0.5780 ms 91.8% triton_mm_3047 0.6042 ms 87.8% triton_mm_3040 0.6737 ms 78.7% triton_mm_3042 0.6856 ms 77.4% triton_mm_3038 0.6889 ms 77.0% triton_mm_3041 0.7310 ms 72.6% triton_mm_3043 0.7403 ms 71.7% triton_mm_3039 0.7592 ms 69.9% SingleProcess AUTOTUNE benchmarking takes 2.6067 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x6864, 6864x1536) triton_mm_3121 0.3861 ms 100.0% triton_mm_3122 0.3972 ms 97.2% mm 0.4094 ms 94.3% triton_mm_3123 0.4157 ms 92.9% triton_mm_3116 0.5096 ms 75.8% triton_mm_3114 0.5115 ms 75.5% triton_mm_3118 0.5246 ms 73.6% triton_mm_3115 0.5413 ms 71.3% triton_mm_3119 0.5456 ms 70.8% triton_mm_3117 0.5484 ms 70.4% SingleProcess AUTOTUNE benchmarking takes 2.5756 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1478 ms 100.0% triton_mm_3076 0.1720 ms 85.9% triton_mm_3080 0.1731 ms 85.4% triton_mm_3083 0.1748 ms 84.5% triton_mm_3084 0.1885 ms 78.4% triton_mm_3079 0.1914 ms 77.2% triton_mm_3085 0.1927 ms 76.7% triton_mm_3081 0.2003 ms 73.8% triton_mm_3077 0.2024 ms 73.0% triton_mm_3078 0.2109 ms 70.1% SingleProcess AUTOTUNE benchmarking takes 2.4830 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1331 ms 100.0% triton_mm_3064 0.1370 ms 97.2% triton_mm_3065 0.1437 ms 92.6% triton_mm_3066 0.1505 ms 88.4% triton_mm_3059 0.1708 ms 77.9% triton_mm_3057 0.1718 ms 77.5% triton_mm_3061 0.1756 ms 75.8% triton_mm_3058 0.1809 ms 73.6% triton_mm_3062 0.1873 ms 71.1% triton_mm_3060 0.1943 ms 68.5% SingleProcess AUTOTUNE benchmarking takes 2.4781 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5323 ms 100.0% triton_mm_3193 0.5591 ms 95.2% triton_mm_3194 0.5779 ms 92.1% triton_mm_3195 0.6021 ms 88.4% triton_mm_3188 0.6955 ms 76.5% triton_mm_3190 0.6964 ms 76.4% triton_mm_3186 0.7002 ms 76.0% triton_mm_3189 0.7236 ms 73.6% triton_mm_3191 0.7359 ms 72.3% triton_mm_3187 0.7513 ms 70.8% SingleProcess AUTOTUNE benchmarking takes 2.6133 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0402 ms 100.0% triton_mm_3132 0.0404 ms 99.3% triton_mm_3128 0.0419 ms 95.8% triton_mm_3136 0.0541 ms 74.2% triton_mm_3140 0.0689 ms 58.3% triton_mm_3127 0.0718 ms 55.9% triton_mm_3126 0.0788 ms 50.9% triton_mm_3131 0.0849 ms 47.3% triton_mm_3135 0.0872 ms 46.0% triton_mm_3125 0.0910 ms 44.1% SingleProcess AUTOTUNE benchmarking takes 2.1295 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4969 ms 100.0% triton_mm_3212 0.5279 ms 94.1% triton_mm_3213 0.5396 ms 92.1% triton_mm_3214 0.5567 ms 89.3% triton_mm_3205 0.6643 ms 74.8% triton_mm_3207 0.6700 ms 74.2% triton_mm_3209 0.6888 ms 72.1% triton_mm_3208 0.6982 ms 71.2% triton_mm_3206 0.7412 ms 67.0% triton_mm_3210 0.7545 ms 65.9% SingleProcess AUTOTUNE benchmarking takes 2.6055 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5251 ms 100.0% triton_mm_3231 0.5563 ms 94.4% triton_mm_3232 0.5804 ms 90.5% triton_mm_3233 0.6033 ms 87.0% triton_mm_3226 0.6670 ms 78.7% triton_mm_3224 0.6871 ms 76.4% triton_mm_3228 0.7023 ms 74.8% triton_mm_3227 0.7347 ms 71.5% triton_mm_3229 0.7390 ms 71.1% triton_mm_3225 0.7502 ms 70.0% SingleProcess AUTOTUNE benchmarking takes 2.6043 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x6864, 6864x1536) mm 0.3636 ms 100.0% triton_mm_3307 0.3851 ms 94.4% triton_mm_3308 0.3958 ms 91.9% triton_mm_3309 0.4117 ms 88.3% triton_mm_3302 0.5081 ms 71.6% triton_mm_3300 0.5125 ms 70.9% triton_mm_3304 0.5250 ms 69.3% triton_mm_3305 0.5454 ms 66.7% triton_mm_3301 0.5491 ms 66.2% triton_mm_3303 0.5500 ms 66.1% SingleProcess AUTOTUNE benchmarking takes 2.5707 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1462 ms 100.0% triton_mm_3262 0.1720 ms 85.0% triton_mm_3266 0.1725 ms 84.7% triton_mm_3269 0.1756 ms 83.3% triton_mm_3270 0.1876 ms 77.9% triton_mm_3265 0.1910 ms 76.5% triton_mm_3271 0.1918 ms 76.2% triton_mm_3267 0.1998 ms 73.2% triton_mm_3263 0.2035 ms 71.9% triton_mm_3264 0.2110 ms 69.3% SingleProcess AUTOTUNE benchmarking takes 2.4719 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1341 ms 100.0% triton_mm_3250 0.1366 ms 98.1% triton_mm_3251 0.1424 ms 94.2% triton_mm_3252 0.1503 ms 89.2% triton_mm_3245 0.1699 ms 78.9% triton_mm_3243 0.1729 ms 77.5% triton_mm_3247 0.1749 ms 76.7% triton_mm_3244 0.1807 ms 74.2% triton_mm_3248 0.1868 ms 71.8% triton_mm_3246 0.1966 ms 68.2% SingleProcess AUTOTUNE benchmarking takes 2.4684 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4963 ms 100.0% triton_mm_3398 0.5278 ms 94.0% triton_mm_3399 0.5401 ms 91.9% triton_mm_3400 0.5566 ms 89.2% triton_mm_3393 0.6685 ms 74.2% triton_mm_3391 0.6778 ms 73.2% triton_mm_3395 0.6809 ms 72.9% triton_mm_3394 0.7029 ms 70.6% triton_mm_3392 0.7414 ms 66.9% triton_mm_3396 0.7463 ms 66.5% SingleProcess AUTOTUNE benchmarking takes 2.6091 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5256 ms 100.0% triton_mm_3417 0.5539 ms 94.9% triton_mm_3418 0.5768 ms 91.1% triton_mm_3419 0.6027 ms 87.2% triton_mm_3412 0.6647 ms 79.1% triton_mm_3410 0.6882 ms 76.4% triton_mm_3414 0.6972 ms 75.4% triton_mm_3413 0.7347 ms 71.5% triton_mm_3415 0.7463 ms 70.4% triton_mm_3411 0.7518 ms 69.9% SingleProcess AUTOTUNE benchmarking takes 2.6069 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x6864, 6864x1536) mm 0.3611 ms 100.0% triton_mm_3493 0.3841 ms 94.0% triton_mm_3494 0.3998 ms 90.3% triton_mm_3495 0.4136 ms 87.3% triton_mm_3488 0.5098 ms 70.8% triton_mm_3486 0.5134 ms 70.3% triton_mm_3490 0.5218 ms 69.2% triton_mm_3491 0.5449 ms 66.3% triton_mm_3487 0.5497 ms 65.7% triton_mm_3489 0.5503 ms 65.6% SingleProcess AUTOTUNE benchmarking takes 2.5709 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1464 ms 100.0% triton_mm_3448 0.1723 ms 85.0% triton_mm_3452 0.1731 ms 84.6% triton_mm_3455 0.1748 ms 83.7% triton_mm_3456 0.1885 ms 77.6% triton_mm_3451 0.1921 ms 76.2% triton_mm_3457 0.1926 ms 76.0% triton_mm_3453 0.1999 ms 73.2% triton_mm_3449 0.2026 ms 72.3% triton_mm_3450 0.2103 ms 69.6% SingleProcess AUTOTUNE benchmarking takes 2.4785 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1337 ms 100.0% triton_mm_3436 0.1371 ms 97.5% triton_mm_3437 0.1428 ms 93.6% triton_mm_3438 0.1509 ms 88.6% triton_mm_3431 0.1704 ms 78.5% triton_mm_3429 0.1717 ms 77.9% triton_mm_3433 0.1753 ms 76.3% triton_mm_3430 0.1808 ms 74.0% triton_mm_3434 0.1873 ms 71.4% triton_mm_3432 0.1942 ms 68.9% SingleProcess AUTOTUNE benchmarking takes 2.4745 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x768, 768x2048) triton_mm_5778 0.0994 ms 100.0% triton_mm_5779 0.1040 ms 95.6% triton_mm_5771 0.1181 ms 84.2% triton_mm_5775 0.1183 ms 84.0% triton_mm_5773 0.1184 ms 83.9% mm 0.1217 ms 81.6% triton_mm_5780 0.1284 ms 77.4% triton_mm_5772 0.1295 ms 76.7% triton_mm_5776 0.1328 ms 74.8% triton_mm_5774 0.1554 ms 63.9% SingleProcess AUTOTUNE benchmarking takes 10.3016 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x2048, 2048x2048) mm 0.2345 ms 100.0% triton_mm_5816 0.2350 ms 99.8% triton_mm_5817 0.2439 ms 96.1% triton_mm_5818 0.2590 ms 90.5% triton_mm_5809 0.2988 ms 78.5% triton_mm_5811 0.3002 ms 78.1% triton_mm_5813 0.3003 ms 78.1% triton_mm_5812 0.3194 ms 73.4% triton_mm_5810 0.3267 ms 71.8% triton_mm_5814 0.3332 ms 70.4% SingleProcess AUTOTUNE benchmarking takes 10.5003 seconds and 0.0000 seconds precompiling AUTOTUNE mm(2048x6864, 6864x2048) mm 0.2405 ms 100.0% triton_mm_5835 0.2797 ms 86.0% triton_mm_5836 0.2868 ms 83.9% triton_mm_5837 0.2924 ms 82.3% triton_mm_5832 0.3175 ms 75.8% triton_mm_5828 0.3181 ms 75.6% triton_mm_5831 0.3235 ms 74.4% triton_mm_5830 0.3288 ms 73.2% triton_mm_5833 0.3307 ms 72.7% triton_mm_5829 0.3364 ms 71.5% SingleProcess AUTOTUNE benchmarking takes 9.8899 seconds and 0.0000 seconds precompiling AUTOTUNE mm(2048x6864, 6864x1536) mm 0.1767 ms 100.0% triton_mm_5873 0.1851 ms 95.5% triton_mm_5874 0.1905 ms 92.7% triton_mm_5875 0.1966 ms 89.9% triton_mm_5869 0.2521 ms 70.1% triton_mm_5871 0.2599 ms 68.0% triton_mm_5867 0.2647 ms 66.7% triton_mm_5868 0.2706 ms 65.3% triton_mm_5870 0.2760 ms 64.0% triton_mm_5866 0.2773 ms 63.7% SingleProcess AUTOTUNE benchmarking takes 9.9151 seconds and 0.0000 seconds precompiling AUTOTUNE mm(768x6864, 6864x2048) mm 0.0948 ms 100.0% triton_mm_5799 0.0998 ms 94.9% triton_mm_5798 0.1086 ms 87.2% triton_mm_5792 0.1161 ms 81.6% triton_mm_5790 0.1216 ms 77.9% triton_mm_5797 0.1221 ms 77.6% triton_mm_5794 0.1247 ms 76.0% triton_mm_5793 0.1262 ms 75.1% triton_mm_5795 0.1319 ms 71.8% triton_mm_5791 0.1336 ms 70.9% SingleProcess AUTOTUNE benchmarking takes 10.0532 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x2048, 2048x1536) mm 0.1730 ms 100.0% triton_mm_5854 0.1785 ms 96.9% triton_mm_5855 0.1856 ms 93.2% triton_mm_5856 0.1931 ms 89.6% triton_mm_5849 0.2235 ms 77.4% triton_mm_5851 0.2260 ms 76.5% triton_mm_5847 0.2264 ms 76.4% triton_mm_5850 0.2435 ms 71.1% triton_mm_5848 0.2461 ms 70.3% triton_mm_5852 0.2512 ms 68.9% SingleProcess AUTOTUNE benchmarking takes 2.4993 seconds and 0.0008 seconds precompiling AUTOTUNE mm(1536x6840, 6840x28) mm 0.0365 ms 100.0% triton_mm_7003 0.0499 ms 73.3% triton_mm_6996 0.0500 ms 73.1% triton_mm_6994 0.0606 ms 60.3% triton_mm_6995 0.0661 ms 55.3% triton_mm_7002 0.0727 ms 50.3% triton_mm_6993 0.0736 ms 49.7% triton_mm_6999 0.0746 ms 49.0% triton_mm_7008 0.0747 ms 48.9% triton_mm_7001 0.0824 ms 44.4% SingleProcess AUTOTUNE benchmarking takes 6.7132 seconds and 0.0000 seconds precompiling /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(6840x28, 28x1536) triton_mm_8 0.0330 ms 100.0% triton_mm_9 0.0332 ms 99.5% triton_mm_11 0.0332 ms 99.5% triton_mm_7 0.0342 ms 96.5% triton_mm_12 0.0343 ms 96.2% triton_mm_6 0.0344 ms 96.1% triton_mm_15 0.0361 ms 91.4% triton_mm_4 0.0362 ms 91.2% triton_mm_2 0.0368 ms 89.8% triton_mm_14 0.0369 ms 89.5% SingleProcess AUTOTUNE benchmarking takes 2.2475 seconds and 0.0188 seconds precompiling AUTOTUNE addmm(24x9216, 24x1536, 1536x9216) triton_mm_33 0.0352 ms 100.0% triton_mm_28 0.0358 ms 98.3% triton_mm_29 0.0359 ms 98.1% triton_mm_21 0.0369 ms 95.4% triton_mm_25 0.0374 ms 94.1% triton_mm_24 0.0376 ms 93.5% triton_mm_18 0.0379 ms 92.8% bias_addmm 0.0386 ms 91.3% triton_mm_20 0.0416 ms 84.7% triton_mm_19 0.0423 ms 83.2% SingleProcess AUTOTUNE benchmarking takes 2.2211 seconds and 0.0008 seconds precompiling AUTOTUNE addmm(6864x4608, 6864x1536, 1536x4608) triton_mm_51 0.4286 ms 100.0% triton_mm_50 0.4310 ms 99.4% triton_mm_52 0.4753 ms 90.2% triton_mm_45 0.5049 ms 84.9% triton_mm_43 0.5372 ms 79.8% triton_mm_47 0.5391 ms 79.5% triton_mm_44 0.5883 ms 72.8% triton_mm_46 0.6011 ms 71.3% triton_mm_48 0.6056 ms 70.8% addmm 0.6146 ms 69.7% SingleProcess AUTOTUNE benchmarking takes 2.6956 seconds and 0.0118 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x1536, 1536x1536) triton_mm_70 0.1439 ms 100.0% triton_mm_69 0.1459 ms 98.6% triton_mm_71 0.1597 ms 90.1% bias_addmm 0.1620 ms 88.8% triton_mm_64 0.1749 ms 82.3% addmm 0.1751 ms 82.2% triton_mm_66 0.1815 ms 79.3% triton_mm_62 0.1817 ms 79.2% triton_mm_63 0.1988 ms 72.4% triton_mm_67 0.2021 ms 71.2% SingleProcess AUTOTUNE benchmarking takes 2.5762 seconds and 0.0010 seconds precompiling AUTOTUNE addmm(6864x6144, 6864x1536, 1536x6144) triton_mm_89 0.5694 ms 100.0% triton_mm_88 0.5729 ms 99.4% triton_mm_90 0.6318 ms 90.1% triton_mm_83 0.6803 ms 83.7% triton_mm_85 0.7121 ms 80.0% triton_mm_81 0.7276 ms 78.3% triton_mm_82 0.8034 ms 70.9% triton_mm_86 0.8036 ms 70.9% triton_mm_84 0.8083 ms 70.4% addmm 0.8086 ms 70.4% SingleProcess AUTOTUNE benchmarking takes 2.7380 seconds and 0.3671 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_108 0.5273 ms 100.0% triton_mm_107 0.5470 ms 96.4% triton_mm_109 0.5613 ms 93.9% addmm 0.6022 ms 87.6% bias_addmm 0.6073 ms 86.8% triton_mm_102 0.6565 ms 80.3% triton_mm_100 0.6891 ms 76.5% triton_mm_104 0.6896 ms 76.5% triton_mm_103 0.6953 ms 75.8% triton_mm_105 0.7627 ms 69.1% SingleProcess AUTOTUNE benchmarking takes 2.7376 seconds and 0.2423 seconds precompiling AUTOTUNE addmm(24x9216, 24x1536, 1536x9216) triton_mm_122 0.0351 ms 100.0% triton_mm_126 0.0354 ms 99.1% triton_mm_121 0.0358 ms 97.9% triton_mm_118 0.0365 ms 96.0% triton_mm_114 0.0369 ms 95.1% triton_mm_117 0.0372 ms 94.2% bias_addmm 0.0374 ms 93.8% triton_mm_111 0.0380 ms 92.4% triton_mm_112 0.0412 ms 85.2% triton_mm_124 0.0422 ms 83.1% SingleProcess AUTOTUNE benchmarking takes 2.1976 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_201 0.5238 ms 100.0% triton_mm_200 0.5446 ms 96.2% triton_mm_202 0.5603 ms 93.5% addmm 0.6022 ms 87.0% bias_addmm 0.6066 ms 86.4% triton_mm_195 0.6600 ms 79.4% triton_mm_197 0.6838 ms 76.6% triton_mm_193 0.6855 ms 76.4% triton_mm_196 0.6979 ms 75.1% triton_mm_198 0.7617 ms 68.8% SingleProcess AUTOTUNE benchmarking takes 2.7233 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_294 0.5257 ms 100.0% triton_mm_293 0.5434 ms 96.7% addmm 0.5569 ms 94.4% triton_mm_295 0.5606 ms 93.8% bias_addmm 0.6077 ms 86.5% triton_mm_288 0.6545 ms 80.3% triton_mm_286 0.6791 ms 77.4% triton_mm_290 0.6844 ms 76.8% triton_mm_289 0.6952 ms 75.6% triton_mm_291 0.7630 ms 68.9% SingleProcess AUTOTUNE benchmarking takes 2.7229 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_387 0.5244 ms 100.0% triton_mm_386 0.5432 ms 96.5% triton_mm_388 0.5607 ms 93.5% addmm 0.5612 ms 93.4% bias_addmm 0.6070 ms 86.4% triton_mm_381 0.6552 ms 80.0% triton_mm_379 0.6789 ms 77.2% triton_mm_383 0.6886 ms 76.2% triton_mm_382 0.6955 ms 75.4% triton_mm_384 0.7628 ms 68.7% SingleProcess AUTOTUNE benchmarking takes 2.7269 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_480 0.5242 ms 100.0% triton_mm_479 0.5428 ms 96.6% triton_mm_481 0.5609 ms 93.5% addmm 0.6025 ms 87.0% bias_addmm 0.6076 ms 86.3% triton_mm_474 0.6557 ms 80.0% triton_mm_472 0.6767 ms 77.5% triton_mm_476 0.6788 ms 77.2% triton_mm_475 0.6909 ms 75.9% triton_mm_477 0.7629 ms 68.7% SingleProcess AUTOTUNE benchmarking takes 2.7310 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x2048, 6864x1536, 1536x2048) triton_mm_591 0.1876 ms 100.0% triton_mm_592 0.1877 ms 99.9% triton_mm_593 0.2074 ms 90.5% triton_mm_586 0.2240 ms 83.8% triton_mm_584 0.2350 ms 79.8% triton_mm_588 0.2354 ms 79.7% bias_addmm 0.2418 ms 77.6% addmm 0.2434 ms 77.1% triton_mm_585 0.2570 ms 73.0% triton_mm_589 0.2620 ms 71.6% SingleProcess AUTOTUNE benchmarking takes 2.6392 seconds and 0.0445 seconds precompiling AUTOTUNE addmm(6864x2048, 6864x2048, 2048x2048) triton_mm_611 0.2407 ms 100.0% triton_mm_610 0.2411 ms 99.9% bias_addmm 0.2597 ms 92.7% triton_mm_612 0.2653 ms 90.7% triton_mm_605 0.2956 ms 81.5% addmm 0.2992 ms 80.5% triton_mm_603 0.3031 ms 79.4% triton_mm_607 0.3069 ms 78.4% triton_mm_606 0.3294 ms 73.1% triton_mm_608 0.3465 ms 69.5% SingleProcess AUTOTUNE benchmarking takes 2.6508 seconds and 0.0012 seconds precompiling AUTOTUNE mm(6864x2048, 2048x768) mm 0.0922 ms 100.0% triton_mm_630 0.0935 ms 98.6% triton_mm_631 0.0993 ms 92.8% triton_mm_629 0.1004 ms 91.9% triton_mm_624 0.1127 ms 81.8% triton_mm_626 0.1142 ms 80.8% triton_mm_622 0.1150 ms 80.2% triton_mm_625 0.1276 ms 72.3% triton_mm_627 0.1328 ms 69.4% triton_mm_623 0.1332 ms 69.3% SingleProcess AUTOTUNE benchmarking takes 2.4340 seconds and 0.0011 seconds precompiling AUTOTUNE mm(24x1536, 1536x3072) triton_mm_2314 0.0167 ms 100.0% triton_mm_2310 0.0178 ms 94.1% triton_mm_2318 0.0185 ms 90.3% triton_mm_2322 0.0203 ms 82.3% mm 0.0209 ms 80.1% triton_mm_2307 0.0216 ms 77.2% triton_mm_2313 0.0227 ms 73.6% triton_mm_2308 0.0227 ms 73.5% triton_mm_2317 0.0230 ms 72.6% triton_mm_2309 0.0233 ms 71.8% SingleProcess AUTOTUNE benchmarking takes 7.2021 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x32768, 6864x1536, 1536x32768) triton_mm_2340 2.9888 ms 100.0% bias_addmm 2.9986 ms 99.7% triton_mm_2339 3.0109 ms 99.3% triton_mm_2341 3.3480 ms 89.3% triton_mm_2334 3.6124 ms 82.7% addmm 3.6584 ms 81.7% triton_mm_2336 3.7448 ms 79.8% triton_mm_2332 3.8792 ms 77.0% triton_mm_2337 4.2433 ms 70.4% triton_mm_2333 4.2532 ms 70.3% SingleProcess AUTOTUNE benchmarking takes 12.3310 seconds and 0.0000 seconds precompiling /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(32768x6864, 6864x1536) mm 2.7083 ms 100.0% triton_mm_2377 2.7369 ms 99.0% triton_mm_2378 2.8332 ms 95.6% triton_mm_2379 2.9698 ms 91.2% triton_mm_2372 3.5329 ms 76.7% triton_mm_2370 3.5756 ms 75.7% triton_mm_2374 3.6714 ms 73.8% triton_mm_2373 3.7276 ms 72.7% triton_mm_2375 3.8459 ms 70.4% triton_mm_2371 3.8874 ms 69.7% SingleProcess AUTOTUNE benchmarking takes 9.9908 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5300 ms 100.0% triton_mm_2449 0.5566 ms 95.2% triton_mm_2450 0.5724 ms 92.6% triton_mm_2451 0.5948 ms 89.1% triton_mm_2444 0.6656 ms 79.6% triton_mm_2446 0.6783 ms 78.1% triton_mm_2442 0.6792 ms 78.0% triton_mm_2445 0.7056 ms 75.1% triton_mm_2447 0.7231 ms 73.3% triton_mm_2443 0.7398 ms 71.6% SingleProcess AUTOTUNE benchmarking takes 9.7448 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3072x24, 24x1536) triton_mm_2403 0.0145 ms 100.0% triton_mm_2409 0.0145 ms 100.0% triton_mm_2402 0.0150 ms 96.8% triton_mm_2405 0.0156 ms 93.1% triton_mm_2406 0.0157 ms 92.1% triton_mm_2408 0.0158 ms 91.8% triton_mm_2407 0.0158 ms 91.6% triton_mm_2412 0.0159 ms 91.1% triton_mm_2413 0.0160 ms 90.6% triton_mm_2404 0.0162 ms 89.7% SingleProcess AUTOTUNE benchmarking takes 5.7460 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x3072, 3072x1536) triton_mm_2384 0.0186 ms 100.0% triton_mm_2388 0.0211 ms 87.9% mm 0.0217 ms 85.4% triton_mm_2392 0.0248 ms 74.8% triton_mm_2383 0.0295 ms 62.9% triton_mm_2396 0.0297 ms 62.5% triton_mm_2382 0.0313 ms 59.3% triton_mm_2391 0.0332 ms 55.8% triton_mm_2387 0.0338 ms 55.0% triton_mm_2381 0.0356 ms 52.2% SingleProcess AUTOTUNE benchmarking takes 7.1385 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x32768, 32768x1536) mm 2.5898 ms 100.0% triton_mm_2358 2.7829 ms 93.1% triton_mm_2359 2.8054 ms 92.3% triton_mm_2360 2.8780 ms 90.0% triton_mm_2354 3.6406 ms 71.1% triton_mm_2351 3.7613 ms 68.9% triton_mm_2353 3.7979 ms 68.2% triton_mm_2352 3.8937 ms 66.5% triton_mm_2356 3.9265 ms 66.0% triton_mm_2355 4.0140 ms 64.5% SingleProcess AUTOTUNE benchmarking takes 10.2044 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5349 ms 100.0% triton_mm_2430 0.5370 ms 99.6% triton_mm_2431 0.5576 ms 95.9% triton_mm_2432 0.5986 ms 89.4% triton_mm_2425 0.6650 ms 80.4% triton_mm_2423 0.6696 ms 79.9% triton_mm_2427 0.6772 ms 79.0% triton_mm_2424 0.7103 ms 75.3% triton_mm_2428 0.7308 ms 73.2% triton_mm_2426 0.7632 ms 70.1% SingleProcess AUTOTUNE benchmarking takes 10.7839 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4905 ms 100.0% triton_mm_2468 0.5208 ms 94.2% triton_mm_2469 0.5315 ms 92.3% triton_mm_2470 0.5495 ms 89.3% triton_mm_2463 0.6515 ms 75.3% triton_mm_2461 0.6518 ms 75.2% triton_mm_2465 0.6622 ms 74.1% triton_mm_2464 0.6887 ms 71.2% triton_mm_2462 0.7246 ms 67.7% triton_mm_2466 0.7352 ms 66.7% SingleProcess AUTOTUNE benchmarking takes 9.6958 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5189 ms 100.0% triton_mm_2487 0.5513 ms 94.1% triton_mm_2488 0.5716 ms 90.8% triton_mm_2489 0.5968 ms 87.0% triton_mm_2482 0.6508 ms 79.7% triton_mm_2480 0.6638 ms 78.2% triton_mm_2484 0.6700 ms 77.4% triton_mm_2483 0.7114 ms 72.9% triton_mm_2485 0.7198 ms 72.1% triton_mm_2481 0.7327 ms 70.8% SingleProcess AUTOTUNE benchmarking takes 9.8135 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x4608, 4608x1536) triton_mm_2544 0.3911 ms 100.0% triton_mm_2545 0.4011 ms 97.5% triton_mm_2546 0.4154 ms 94.2% mm 0.4213 ms 92.8% triton_mm_2539 0.4878 ms 80.2% triton_mm_2537 0.4931 ms 79.3% triton_mm_2541 0.5025 ms 77.8% triton_mm_2540 0.5115 ms 76.5% triton_mm_2538 0.5408 ms 72.3% triton_mm_2542 0.5542 ms 70.6% SingleProcess AUTOTUNE benchmarking takes 9.9406 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x6864, 6864x1536) mm 0.3608 ms 100.0% triton_mm_2563 0.3797 ms 95.0% triton_mm_2564 0.3907 ms 92.3% triton_mm_2565 0.4078 ms 88.5% triton_mm_2558 0.4990 ms 72.3% triton_mm_2556 0.5022 ms 71.8% triton_mm_2560 0.5060 ms 71.3% triton_mm_2559 0.5319 ms 67.8% triton_mm_2561 0.5333 ms 67.7% triton_mm_2557 0.5335 ms 67.6% SingleProcess AUTOTUNE benchmarking takes 9.8656 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1468 ms 100.0% triton_mm_2518 0.1704 ms 86.1% triton_mm_2522 0.1715 ms 85.6% triton_mm_2525 0.1753 ms 83.7% triton_mm_2526 0.1889 ms 77.7% triton_mm_2521 0.1893 ms 77.5% triton_mm_2527 0.1923 ms 76.3% triton_mm_2523 0.1991 ms 73.7% triton_mm_2519 0.2019 ms 72.7% triton_mm_2520 0.2082 ms 70.5% SingleProcess AUTOTUNE benchmarking takes 9.7327 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1343 ms 100.0% triton_mm_2506 0.1366 ms 98.4% triton_mm_2507 0.1423 ms 94.4% triton_mm_2508 0.1511 ms 88.9% triton_mm_2501 0.1684 ms 79.7% triton_mm_2499 0.1700 ms 79.0% triton_mm_2503 0.1715 ms 78.3% triton_mm_2500 0.1783 ms 75.4% triton_mm_2504 0.1851 ms 72.6% triton_mm_2502 0.1933 ms 69.5% SingleProcess AUTOTUNE benchmarking takes 2.4643 seconds and 0.0009 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_2595 0.0252 ms 100.0% triton_mm_2592 0.0255 ms 98.9% triton_mm_2589 0.0260 ms 96.9% triton_mm_2594 0.0268 ms 93.8% triton_mm_2596 0.0272 ms 92.5% triton_mm_2588 0.0273 ms 92.2% triton_mm_2591 0.0273 ms 92.2% triton_mm_2598 0.0274 ms 91.8% triton_mm_2593 0.0281 ms 89.6% triton_mm_2599 0.0291 ms 86.4% SingleProcess AUTOTUNE benchmarking takes 5.8230 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5308 ms 100.0% triton_mm_2635 0.5543 ms 95.8% triton_mm_2636 0.5753 ms 92.2% triton_mm_2637 0.5972 ms 88.9% triton_mm_2630 0.6692 ms 79.3% triton_mm_2632 0.6806 ms 78.0% triton_mm_2628 0.6884 ms 77.1% triton_mm_2631 0.7111 ms 74.6% triton_mm_2633 0.7274 ms 73.0% triton_mm_2629 0.7427 ms 71.5% SingleProcess AUTOTUNE benchmarking takes 2.5898 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0400 ms 100.0% triton_mm_2574 0.0418 ms 95.7% triton_mm_2570 0.0428 ms 93.5% triton_mm_2578 0.0542 ms 73.8% triton_mm_2582 0.0683 ms 58.6% triton_mm_2569 0.0720 ms 55.6% triton_mm_2568 0.0782 ms 51.1% triton_mm_2573 0.0843 ms 47.5% triton_mm_2577 0.0865 ms 46.2% triton_mm_2567 0.0911 ms 43.9% SingleProcess AUTOTUNE benchmarking takes 6.5358 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5352 ms 100.0% triton_mm_2616 0.5365 ms 99.8% triton_mm_2617 0.5576 ms 96.0% triton_mm_2618 0.6000 ms 89.2% triton_mm_2611 0.6686 ms 80.0% triton_mm_2609 0.6815 ms 78.5% triton_mm_2613 0.6835 ms 78.3% triton_mm_2610 0.7117 ms 75.2% triton_mm_2614 0.7321 ms 73.1% triton_mm_2612 0.7701 ms 69.5% SingleProcess AUTOTUNE benchmarking takes 2.6019 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4870 ms 100.0% triton_mm_2654 0.5208 ms 93.5% triton_mm_2655 0.5319 ms 91.6% triton_mm_2656 0.5514 ms 88.3% triton_mm_2647 0.6536 ms 74.5% triton_mm_2649 0.6542 ms 74.4% triton_mm_2651 0.6620 ms 73.6% triton_mm_2650 0.6885 ms 70.7% triton_mm_2648 0.7252 ms 67.2% triton_mm_2652 0.7399 ms 65.8% SingleProcess AUTOTUNE benchmarking takes 2.6018 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5205 ms 100.0% triton_mm_2673 0.5510 ms 94.5% triton_mm_2674 0.5741 ms 90.7% triton_mm_2675 0.5961 ms 87.3% triton_mm_2668 0.6571 ms 79.2% triton_mm_2666 0.6716 ms 77.5% triton_mm_2670 0.6750 ms 77.1% triton_mm_2669 0.7117 ms 73.1% triton_mm_2671 0.7295 ms 71.3% triton_mm_2667 0.7389 ms 70.4% SingleProcess AUTOTUNE benchmarking takes 2.5959 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x4608, 4608x1536) mm 0.3674 ms 100.0% triton_mm_2730 0.3896 ms 94.3% triton_mm_2731 0.4001 ms 91.8% triton_mm_2732 0.4158 ms 88.4% triton_mm_2725 0.4905 ms 74.9% triton_mm_2723 0.4933 ms 74.5% triton_mm_2727 0.5038 ms 72.9% triton_mm_2726 0.5130 ms 71.6% triton_mm_2724 0.5431 ms 67.6% triton_mm_2728 0.5558 ms 66.1% SingleProcess AUTOTUNE benchmarking takes 2.5678 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x6864, 6864x1536) mm 0.3594 ms 100.0% triton_mm_2749 0.3808 ms 94.4% triton_mm_2750 0.3917 ms 91.7% triton_mm_2751 0.4080 ms 88.1% triton_mm_2744 0.5014 ms 71.7% triton_mm_2742 0.5022 ms 71.6% triton_mm_2746 0.5084 ms 70.7% triton_mm_2747 0.5345 ms 67.2% triton_mm_2745 0.5345 ms 67.2% triton_mm_2743 0.5406 ms 66.5% SingleProcess AUTOTUNE benchmarking takes 2.5650 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1348 ms 100.0% triton_mm_2692 0.1366 ms 98.7% triton_mm_2693 0.1419 ms 95.0% triton_mm_2694 0.1503 ms 89.7% triton_mm_2687 0.1686 ms 80.0% triton_mm_2685 0.1705 ms 79.1% triton_mm_2689 0.1718 ms 78.5% triton_mm_2686 0.1788 ms 75.4% triton_mm_2690 0.1853 ms 72.8% triton_mm_2688 0.1933 ms 69.8% SingleProcess AUTOTUNE benchmarking takes 2.4509 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_2781 0.0252 ms 100.0% triton_mm_2778 0.0255 ms 98.9% triton_mm_2779 0.0268 ms 94.0% triton_mm_2780 0.0268 ms 93.9% triton_mm_2775 0.0273 ms 92.3% triton_mm_2777 0.0273 ms 92.2% triton_mm_2784 0.0274 ms 91.9% triton_mm_2783 0.0279 ms 90.1% triton_mm_2776 0.0282 ms 89.4% triton_mm_2774 0.0284 ms 88.5% SingleProcess AUTOTUNE benchmarking takes 2.1281 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5286 ms 100.0% triton_mm_2821 0.5541 ms 95.4% triton_mm_2822 0.5728 ms 92.3% triton_mm_2823 0.5943 ms 88.9% triton_mm_2816 0.6665 ms 79.3% triton_mm_2814 0.6783 ms 77.9% triton_mm_2818 0.6837 ms 77.3% triton_mm_2817 0.7059 ms 74.9% triton_mm_2819 0.7211 ms 73.3% triton_mm_2815 0.7380 ms 71.6% SingleProcess AUTOTUNE benchmarking takes 2.5974 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0402 ms 100.0% triton_mm_2760 0.0404 ms 99.4% triton_mm_2756 0.0426 ms 94.3% triton_mm_2764 0.0542 ms 74.1% triton_mm_2768 0.0677 ms 59.3% triton_mm_2755 0.0720 ms 55.8% triton_mm_2754 0.0791 ms 50.8% triton_mm_2759 0.0851 ms 47.2% triton_mm_2763 0.0865 ms 46.4% triton_mm_2753 0.0910 ms 44.1% SingleProcess AUTOTUNE benchmarking takes 2.1208 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5305 ms 100.0% triton_mm_2802 0.5387 ms 98.5% triton_mm_2803 0.5621 ms 94.4% triton_mm_2804 0.6020 ms 88.1% triton_mm_2797 0.6634 ms 80.0% triton_mm_2795 0.6726 ms 78.9% triton_mm_2799 0.6843 ms 77.5% triton_mm_2796 0.7128 ms 74.4% triton_mm_2800 0.7337 ms 72.3% triton_mm_2798 0.7645 ms 69.4% SingleProcess AUTOTUNE benchmarking takes 2.5990 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x4608, 4608x1536) mm 0.3674 ms 100.0% triton_mm_2916 0.3892 ms 94.4% triton_mm_2917 0.3996 ms 91.9% triton_mm_2918 0.4152 ms 88.5% triton_mm_2911 0.4891 ms 75.1% triton_mm_2909 0.4929 ms 74.5% triton_mm_2913 0.5024 ms 73.1% triton_mm_2912 0.5128 ms 71.7% triton_mm_2910 0.5429 ms 67.7% triton_mm_2914 0.5548 ms 66.2% SingleProcess AUTOTUNE benchmarking takes 2.5684 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x6864, 6864x1536) mm 0.3599 ms 100.0% triton_mm_2935 0.3811 ms 94.4% triton_mm_2936 0.3916 ms 91.9% triton_mm_2937 0.4066 ms 88.5% triton_mm_2930 0.5004 ms 71.9% triton_mm_2928 0.5021 ms 71.7% triton_mm_2932 0.5073 ms 71.0% triton_mm_2933 0.5316 ms 67.7% triton_mm_2931 0.5328 ms 67.6% triton_mm_2929 0.5394 ms 66.7% SingleProcess AUTOTUNE benchmarking takes 2.5670 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1347 ms 100.0% triton_mm_2878 0.1353 ms 99.6% triton_mm_2879 0.1421 ms 94.8% triton_mm_2880 0.1508 ms 89.3% triton_mm_2873 0.1684 ms 80.0% triton_mm_2871 0.1693 ms 79.5% triton_mm_2875 0.1711 ms 78.7% triton_mm_2872 0.1774 ms 75.9% triton_mm_2876 0.1851 ms 72.7% triton_mm_2874 0.1942 ms 69.3% SingleProcess AUTOTUNE benchmarking takes 2.4629 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5220 ms 100.0% triton_mm_3007 0.5538 ms 94.3% triton_mm_3008 0.5738 ms 91.0% triton_mm_3009 0.5951 ms 87.7% triton_mm_3002 0.6666 ms 78.3% triton_mm_3004 0.6826 ms 76.5% triton_mm_3000 0.6878 ms 75.9% triton_mm_3003 0.7135 ms 73.2% triton_mm_3005 0.7264 ms 71.9% triton_mm_3001 0.7435 ms 70.2% SingleProcess AUTOTUNE benchmarking takes 2.6055 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0401 ms 100.0% triton_mm_2946 0.0404 ms 99.3% triton_mm_2942 0.0427 ms 93.9% triton_mm_2950 0.0541 ms 74.1% triton_mm_2954 0.0686 ms 58.4% triton_mm_2941 0.0719 ms 55.7% triton_mm_2940 0.0790 ms 50.8% triton_mm_2945 0.0852 ms 47.1% triton_mm_2949 0.0865 ms 46.4% triton_mm_2939 0.0910 ms 44.0% SingleProcess AUTOTUNE benchmarking takes 2.1176 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5311 ms 100.0% triton_mm_2988 0.5361 ms 99.1% triton_mm_2989 0.5573 ms 95.3% triton_mm_2990 0.5979 ms 88.8% triton_mm_2983 0.6745 ms 78.7% triton_mm_2985 0.6825 ms 77.8% triton_mm_2981 0.6850 ms 77.5% triton_mm_2982 0.7087 ms 74.9% triton_mm_2986 0.7319 ms 72.6% triton_mm_2984 0.7744 ms 68.6% SingleProcess AUTOTUNE benchmarking takes 2.6028 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5275 ms 100.0% triton_mm_3193 0.5531 ms 95.4% triton_mm_3194 0.5725 ms 92.1% triton_mm_3195 0.5940 ms 88.8% triton_mm_3188 0.6738 ms 78.3% triton_mm_3190 0.6774 ms 77.9% triton_mm_3186 0.6881 ms 76.7% triton_mm_3189 0.7117 ms 74.1% triton_mm_3191 0.7210 ms 73.2% triton_mm_3187 0.7372 ms 71.6% SingleProcess AUTOTUNE benchmarking takes 2.6031 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0401 ms 100.0% triton_mm_3132 0.0416 ms 96.4% triton_mm_3128 0.0427 ms 93.8% triton_mm_3136 0.0540 ms 74.1% triton_mm_3140 0.0677 ms 59.2% triton_mm_3127 0.0719 ms 55.7% triton_mm_3126 0.0782 ms 51.2% triton_mm_3131 0.0851 ms 47.1% triton_mm_3135 0.0872 ms 45.9% triton_mm_3125 0.0917 ms 43.7% SingleProcess AUTOTUNE benchmarking takes 2.1210 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5300 ms 100.0% triton_mm_3174 0.5364 ms 98.8% triton_mm_3175 0.5582 ms 94.9% triton_mm_3176 0.5998 ms 88.4% triton_mm_3171 0.6731 ms 78.8% triton_mm_3167 0.6738 ms 78.7% triton_mm_3169 0.6764 ms 78.4% triton_mm_3168 0.7120 ms 74.4% triton_mm_3172 0.7328 ms 72.3% triton_mm_3170 0.7657 ms 69.2% SingleProcess AUTOTUNE benchmarking takes 2.6017 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x768, 768x2048) triton_mm_5778 0.0982 ms 100.0% triton_mm_5779 0.1035 ms 94.9% triton_mm_5775 0.1176 ms 83.5% triton_mm_5771 0.1179 ms 83.3% triton_mm_5773 0.1179 ms 83.3% mm 0.1207 ms 81.4% triton_mm_5780 0.1276 ms 77.0% triton_mm_5772 0.1276 ms 77.0% triton_mm_5776 0.1329 ms 73.9% triton_mm_5774 0.1562 ms 62.9% SingleProcess AUTOTUNE benchmarking takes 10.6894 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x2048, 2048x2048) triton_mm_5816 0.2304 ms 100.0% mm 0.2319 ms 99.3% triton_mm_5817 0.2406 ms 95.7% triton_mm_5818 0.2559 ms 90.0% triton_mm_5809 0.2905 ms 79.3% triton_mm_5811 0.2928 ms 78.7% triton_mm_5813 0.2941 ms 78.3% triton_mm_5812 0.3189 ms 72.2% triton_mm_5810 0.3214 ms 71.7% triton_mm_5814 0.3284 ms 70.2% SingleProcess AUTOTUNE benchmarking takes 2.5303 seconds and 0.0009 seconds precompiling AUTOTUNE mm(2048x6864, 6864x2048) mm 0.2383 ms 100.0% triton_mm_5835 0.2774 ms 85.9% triton_mm_5836 0.2855 ms 83.5% triton_mm_5832 0.3101 ms 76.8% triton_mm_5828 0.3108 ms 76.7% triton_mm_5831 0.3184 ms 74.8% triton_mm_5830 0.3213 ms 74.2% triton_mm_5833 0.3258 ms 73.1% triton_mm_5829 0.3317 ms 71.8% triton_mm_5837 0.3441 ms 69.2% SingleProcess AUTOTUNE benchmarking takes 10.0566 seconds and 0.0000 seconds precompiling AUTOTUNE mm(2048x6864, 6864x1536) mm 0.1748 ms 100.0% triton_mm_5873 0.1835 ms 95.3% triton_mm_5874 0.1905 ms 91.8% triton_mm_5875 0.1959 ms 89.2% triton_mm_5869 0.2491 ms 70.2% triton_mm_5871 0.2575 ms 67.9% triton_mm_5867 0.2620 ms 66.7% triton_mm_5868 0.2661 ms 65.7% triton_mm_5870 0.2695 ms 64.9% triton_mm_5866 0.2723 ms 64.2% SingleProcess AUTOTUNE benchmarking takes 9.9354 seconds and 0.0000 seconds precompiling AUTOTUNE mm(768x6864, 6864x2048) mm 0.0942 ms 100.0% triton_mm_5798 0.1084 ms 87.0% triton_mm_5792 0.1160 ms 81.3% triton_mm_5799 0.1205 ms 78.2% triton_mm_5790 0.1214 ms 77.6% triton_mm_5797 0.1224 ms 77.0% triton_mm_5795 0.1315 ms 71.7% triton_mm_5791 0.1332 ms 70.8% triton_mm_5794 0.1467 ms 64.2% triton_mm_5793 0.1537 ms 61.3% SingleProcess AUTOTUNE benchmarking takes 9.8398 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x2048, 2048x1536) mm 0.1719 ms 100.0% triton_mm_5854 0.1759 ms 97.7% triton_mm_5855 0.1820 ms 94.5% triton_mm_5856 0.1912 ms 89.9% triton_mm_5849 0.2169 ms 79.3% triton_mm_5851 0.2193 ms 78.4% triton_mm_5847 0.2213 ms 77.7% triton_mm_5850 0.2402 ms 71.6% triton_mm_5848 0.2428 ms 70.8% triton_mm_5852 0.2476 ms 69.5% SingleProcess AUTOTUNE benchmarking takes 10.4064 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6840, 6840x28) mm 0.0364 ms 100.0% triton_mm_7003 0.0480 ms 75.9% triton_mm_6996 0.0509 ms 71.5% triton_mm_6994 0.0602 ms 60.5% triton_mm_6995 0.0673 ms 54.1% triton_mm_7002 0.0710 ms 51.2% triton_mm_6999 0.0731 ms 49.7% triton_mm_6993 0.0734 ms 49.6% triton_mm_7008 0.0744 ms 48.9% triton_mm_7001 0.0820 ms 44.3% SingleProcess AUTOTUNE benchmarking takes 6.7974 seconds and 0.0000 seconds precompiling /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2198: UserWarning: Overwriting vit_tiny_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2207: UserWarning: Overwriting vit_tiny_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2216: UserWarning: Overwriting vit_small_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2225: UserWarning: Overwriting vit_small_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2234: UserWarning: Overwriting vit_small_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2243: UserWarning: Overwriting vit_small_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2252: UserWarning: Overwriting vit_small_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2261: UserWarning: Overwriting vit_base_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2271: UserWarning: Overwriting vit_base_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2281: UserWarning: Overwriting vit_base_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2291: UserWarning: Overwriting vit_base_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2301: UserWarning: Overwriting vit_base_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2311: UserWarning: Overwriting vit_large_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2320: UserWarning: Overwriting vit_large_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2330: UserWarning: Overwriting vit_large_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2340: UserWarning: Overwriting vit_large_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2350: UserWarning: Overwriting vit_large_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2359: UserWarning: Overwriting vit_huge_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2368: UserWarning: Overwriting vit_giant_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2377: UserWarning: Overwriting vit_gigantic_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2387: UserWarning: Overwriting vit_base_patch16_224_miil in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224_miil. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224_miil(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2398: UserWarning: Overwriting vit_medium_patch16_gap_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2410: UserWarning: Overwriting vit_medium_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2422: UserWarning: Overwriting vit_medium_patch16_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2434: UserWarning: Overwriting vit_betwixt_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2446: UserWarning: Overwriting vit_base_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2457: UserWarning: Overwriting vit_huge_patch14_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2468: UserWarning: Overwriting vit_huge_patch16_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch16_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch16_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2479: UserWarning: Overwriting vit_giant_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2491: UserWarning: Overwriting vit_xsmall_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_xsmall_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_xsmall_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2500: UserWarning: Overwriting vit_medium_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2510: UserWarning: Overwriting vit_medium_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2519: UserWarning: Overwriting vit_betwixt_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2529: UserWarning: Overwriting vit_base_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2540: UserWarning: Overwriting vit_base_patch32_clip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2551: UserWarning: Overwriting vit_base_patch32_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2562: UserWarning: Overwriting vit_base_patch32_clip_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2573: UserWarning: Overwriting vit_base_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2583: UserWarning: Overwriting vit_base_patch16_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2593: UserWarning: Overwriting vit_large_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2603: UserWarning: Overwriting vit_large_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2613: UserWarning: Overwriting vit_huge_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2623: UserWarning: Overwriting vit_huge_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2633: UserWarning: Overwriting vit_huge_patch14_clip_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2643: UserWarning: Overwriting vit_giant_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2656: UserWarning: Overwriting vit_gigantic_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2669: UserWarning: Overwriting vit_base_patch32_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2681: UserWarning: Overwriting vit_base_patch16_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2693: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2705: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2717: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2729: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2743: UserWarning: Overwriting vit_base_patch32_plus_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_plus_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_plus_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2753: UserWarning: Overwriting vit_base_patch16_plus_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_plus_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_plus_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2763: UserWarning: Overwriting vit_base_patch16_rpn_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_rpn_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_rpn_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2775: UserWarning: Overwriting vit_small_patch16_36x1_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_36x1_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_36x1_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2787: UserWarning: Overwriting vit_small_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2800: UserWarning: Overwriting vit_base_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2812: UserWarning: Overwriting eva_large_patch14_196 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_196. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_196(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2821: UserWarning: Overwriting eva_large_patch14_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2829: UserWarning: Overwriting flexivit_small in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_small. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_small(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2838: UserWarning: Overwriting flexivit_base in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_base. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_base(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2847: UserWarning: Overwriting flexivit_large in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_large. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_large(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2856: UserWarning: Overwriting vit_base_patch16_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2869: UserWarning: Overwriting vit_large_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2882: UserWarning: Overwriting vit_huge_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2895: UserWarning: Overwriting vit_small_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2905: UserWarning: Overwriting vit_base_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2915: UserWarning: Overwriting vit_large_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2925: UserWarning: Overwriting vit_giant_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2942: UserWarning: Overwriting vit_small_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2955: UserWarning: Overwriting vit_base_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2968: UserWarning: Overwriting vit_large_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2981: UserWarning: Overwriting vit_giant_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2998: UserWarning: Overwriting vit_base_patch16_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3008: UserWarning: Overwriting vit_base_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3018: UserWarning: Overwriting vit_base_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3028: UserWarning: Overwriting vit_base_patch16_siglip_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3038: UserWarning: Overwriting vit_large_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3048: UserWarning: Overwriting vit_large_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3058: UserWarning: Overwriting vit_so400m_patch14_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3068: UserWarning: Overwriting vit_so400m_patch14_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3078: UserWarning: Overwriting vit_base_patch16_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3089: UserWarning: Overwriting vit_base_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3100: UserWarning: Overwriting vit_base_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3111: UserWarning: Overwriting vit_base_patch16_siglip_gap_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3122: UserWarning: Overwriting vit_large_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3133: UserWarning: Overwriting vit_large_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3144: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3156: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3168: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3180: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_896 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_896. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_896(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3192: UserWarning: Overwriting vit_wee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_wee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_wee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3203: UserWarning: Overwriting vit_pwee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_pwee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_pwee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3214: UserWarning: Overwriting vit_little_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3225: UserWarning: Overwriting vit_little_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3236: UserWarning: Overwriting vit_medium_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3247: UserWarning: Overwriting vit_medium_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3258: UserWarning: Overwriting vit_mediumd_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_mediumd_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_mediumd_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3269: UserWarning: Overwriting vit_betwixt_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3280: UserWarning: Overwriting vit_betwixt_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3291: UserWarning: Overwriting vit_base_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3302: UserWarning: Overwriting vit_so150m_patch16_reg4_map_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_map_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_map_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3313: UserWarning: Overwriting vit_so150m_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/train.py:99: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature. checkpoint = torch.load(vae_ckpt, map_location="cpu") /home/user/VAR/utils/amp_sc.py:27: FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead. self.scaler = torch.cuda.amp.GradScaler(init_scale=2. ** 11, growth_interval=1000) if self.using_fp16_rather_bf16 else None # only fp16 needs a scaler /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(6840x28, 28x1536) triton_mm_7 0.0326 ms 100.0% triton_mm_8 0.0332 ms 98.3% triton_mm_9 0.0333 ms 97.8% triton_mm_6 0.0342 ms 95.1% triton_mm_11 0.0344 ms 94.7% triton_mm_4 0.0348 ms 93.7% triton_mm_12 0.0354 ms 92.0% triton_mm_2 0.0368 ms 88.6% triton_mm_16 0.0369 ms 88.4% triton_mm_15 0.0372 ms 87.7% SingleProcess AUTOTUNE benchmarking takes 2.0621 seconds and 0.0180 seconds precompiling AUTOTUNE addmm(24x9216, 24x1536, 1536x9216) triton_mm_33 0.0350 ms 100.0% triton_mm_29 0.0357 ms 98.0% triton_mm_25 0.0364 ms 96.3% triton_mm_28 0.0366 ms 95.8% bias_addmm 0.0366 ms 95.7% triton_mm_21 0.0368 ms 95.2% triton_mm_24 0.0372 ms 94.2% triton_mm_18 0.0378 ms 92.6% triton_mm_19 0.0421 ms 83.2% triton_mm_31 0.0421 ms 83.1% SingleProcess AUTOTUNE benchmarking takes 2.1735 seconds and 0.0010 seconds precompiling AUTOTUNE addmm(6864x4608, 6864x1536, 1536x4608) triton_mm_51 0.4297 ms 100.0% triton_mm_50 0.4329 ms 99.3% triton_mm_52 0.4789 ms 89.7% triton_mm_45 0.5095 ms 84.3% addmm 0.5252 ms 81.8% triton_mm_43 0.5373 ms 80.0% triton_mm_47 0.5421 ms 79.3% triton_mm_44 0.5949 ms 72.2% triton_mm_46 0.6022 ms 71.4% triton_mm_48 0.6128 ms 70.1% SingleProcess AUTOTUNE benchmarking takes 2.7341 seconds and 0.0284 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x1536, 1536x1536) triton_mm_70 0.1446 ms 100.0% triton_mm_69 0.1451 ms 99.6% triton_mm_71 0.1595 ms 90.6% bias_addmm 0.1615 ms 89.5% triton_mm_64 0.1741 ms 83.0% addmm 0.1751 ms 82.6% triton_mm_62 0.1800 ms 80.3% triton_mm_66 0.1805 ms 80.1% triton_mm_63 0.1991 ms 72.6% triton_mm_67 0.2033 ms 71.1% SingleProcess AUTOTUNE benchmarking takes 2.5710 seconds and 0.0009 seconds precompiling AUTOTUNE addmm(6864x6144, 6864x1536, 1536x6144) triton_mm_89 0.5724 ms 100.0% triton_mm_88 0.5771 ms 99.2% triton_mm_90 0.6369 ms 89.9% triton_mm_83 0.6941 ms 82.5% addmm 0.6996 ms 81.8% triton_mm_85 0.7227 ms 79.2% triton_mm_81 0.7314 ms 78.3% triton_mm_82 0.8100 ms 70.7% triton_mm_86 0.8116 ms 70.5% triton_mm_84 0.8153 ms 70.2% SingleProcess AUTOTUNE benchmarking takes 2.7410 seconds and 0.8999 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_108 0.5300 ms 100.0% triton_mm_107 0.5510 ms 96.2% addmm 0.5636 ms 94.1% triton_mm_109 0.5663 ms 93.6% bias_addmm 0.6085 ms 87.1% triton_mm_102 0.6666 ms 79.5% triton_mm_100 0.6881 ms 77.0% triton_mm_104 0.6907 ms 76.7% triton_mm_103 0.7017 ms 75.5% triton_mm_105 0.7749 ms 68.4% SingleProcess AUTOTUNE benchmarking takes 2.7395 seconds and 0.1884 seconds precompiling AUTOTUNE addmm(24x9216, 24x1536, 1536x9216) triton_mm_126 0.0351 ms 100.0% triton_mm_122 0.0357 ms 98.2% triton_mm_118 0.0364 ms 96.3% triton_mm_121 0.0366 ms 96.0% bias_addmm 0.0366 ms 95.8% triton_mm_117 0.0370 ms 94.9% triton_mm_111 0.0373 ms 94.0% triton_mm_114 0.0376 ms 93.3% triton_mm_112 0.0409 ms 85.9% triton_mm_113 0.0410 ms 85.6% SingleProcess AUTOTUNE benchmarking takes 2.1876 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_201 0.5295 ms 100.0% triton_mm_200 0.5499 ms 96.3% triton_mm_202 0.5653 ms 93.7% addmm 0.6028 ms 87.8% bias_addmm 0.6086 ms 87.0% triton_mm_195 0.6598 ms 80.3% triton_mm_197 0.6877 ms 77.0% triton_mm_193 0.6885 ms 76.9% triton_mm_196 0.7050 ms 75.1% triton_mm_198 0.7744 ms 68.4% SingleProcess AUTOTUNE benchmarking takes 2.7174 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(24x9216, 24x1536, 1536x9216) triton_mm_215 0.0349 ms 100.0% triton_mm_219 0.0351 ms 99.6% triton_mm_214 0.0352 ms 99.2% triton_mm_211 0.0364 ms 96.0% triton_mm_207 0.0368 ms 94.9% triton_mm_210 0.0372 ms 94.0% triton_mm_204 0.0375 ms 93.2% bias_addmm 0.0396 ms 88.2% triton_mm_206 0.0411 ms 85.0% triton_mm_205 0.0420 ms 83.3% SingleProcess AUTOTUNE benchmarking takes 2.1695 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_294 0.5278 ms 100.0% triton_mm_293 0.5477 ms 96.4% triton_mm_295 0.5618 ms 94.0% addmm 0.5629 ms 93.8% bias_addmm 0.6090 ms 86.7% triton_mm_288 0.6597 ms 80.0% triton_mm_286 0.6821 ms 77.4% triton_mm_290 0.6866 ms 76.9% triton_mm_289 0.7048 ms 74.9% triton_mm_291 0.7740 ms 68.2% SingleProcess AUTOTUNE benchmarking takes 2.7233 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_387 0.5294 ms 100.0% triton_mm_386 0.5488 ms 96.5% addmm 0.5624 ms 94.1% triton_mm_388 0.5650 ms 93.7% bias_addmm 0.6089 ms 86.9% triton_mm_381 0.6644 ms 79.7% triton_mm_379 0.6813 ms 77.7% triton_mm_383 0.6970 ms 76.0% triton_mm_382 0.7031 ms 75.3% triton_mm_384 0.7705 ms 68.7% SingleProcess AUTOTUNE benchmarking takes 2.7190 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_480 0.5301 ms 100.0% triton_mm_479 0.5485 ms 96.7% addmm 0.5626 ms 94.2% triton_mm_481 0.5670 ms 93.5% bias_addmm 0.6096 ms 87.0% triton_mm_474 0.6676 ms 79.4% triton_mm_472 0.6810 ms 77.8% triton_mm_476 0.6860 ms 77.3% triton_mm_475 0.7018 ms 75.5% triton_mm_477 0.7755 ms 68.4% SingleProcess AUTOTUNE benchmarking takes 2.7428 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_573 0.5294 ms 100.0% triton_mm_572 0.5475 ms 96.7% triton_mm_574 0.5615 ms 94.3% addmm 0.6030 ms 87.8% bias_addmm 0.6093 ms 86.9% triton_mm_567 0.6577 ms 80.5% triton_mm_565 0.6807 ms 77.8% triton_mm_569 0.6882 ms 76.9% triton_mm_568 0.7046 ms 75.1% triton_mm_570 0.7638 ms 69.3% SingleProcess AUTOTUNE benchmarking takes 2.7302 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x2048, 6864x1536, 1536x2048) triton_mm_591 0.1884 ms 100.0% triton_mm_592 0.1889 ms 99.7% triton_mm_593 0.2080 ms 90.6% triton_mm_586 0.2248 ms 83.8% triton_mm_584 0.2346 ms 80.3% triton_mm_588 0.2350 ms 80.2% bias_addmm 0.2425 ms 77.7% addmm 0.2472 ms 76.2% triton_mm_585 0.2585 ms 72.9% triton_mm_589 0.2637 ms 71.4% SingleProcess AUTOTUNE benchmarking takes 2.6575 seconds and 0.0184 seconds precompiling AUTOTUNE addmm(6864x2048, 6864x2048, 2048x2048) triton_mm_610 0.2425 ms 100.0% triton_mm_611 0.2426 ms 100.0% bias_addmm 0.2622 ms 92.5% triton_mm_612 0.2662 ms 91.1% triton_mm_605 0.2953 ms 82.1% triton_mm_603 0.2984 ms 81.3% addmm 0.3004 ms 80.7% triton_mm_607 0.3020 ms 80.3% triton_mm_606 0.3321 ms 73.0% triton_mm_608 0.3473 ms 69.8% SingleProcess AUTOTUNE benchmarking takes 2.6447 seconds and 0.0010 seconds precompiling AUTOTUNE mm(6864x2048, 2048x768) mm 0.0923 ms 100.0% triton_mm_630 0.0936 ms 98.6% triton_mm_631 0.0992 ms 93.0% triton_mm_629 0.1000 ms 92.3% triton_mm_624 0.1103 ms 83.6% triton_mm_626 0.1133 ms 81.4% triton_mm_622 0.1144 ms 80.7% triton_mm_625 0.1268 ms 72.7% triton_mm_627 0.1330 ms 69.4% triton_mm_623 0.1336 ms 69.1% SingleProcess AUTOTUNE benchmarking takes 2.4270 seconds and 0.0011 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_723 0.5270 ms 100.0% triton_mm_722 0.5493 ms 95.9% triton_mm_724 0.5681 ms 92.8% addmm 0.6044 ms 87.2% bias_addmm 0.6093 ms 86.5% triton_mm_717 0.6665 ms 79.1% triton_mm_715 0.6823 ms 77.2% triton_mm_719 0.6859 ms 76.8% triton_mm_718 0.7026 ms 75.0% triton_mm_720 0.7759 ms 67.9% SingleProcess AUTOTUNE benchmarking takes 2.7343 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_816 0.5265 ms 100.0% triton_mm_815 0.5484 ms 96.0% triton_mm_817 0.5633 ms 93.5% addmm 0.5672 ms 92.8% bias_addmm 0.6095 ms 86.4% triton_mm_810 0.6582 ms 80.0% triton_mm_808 0.6816 ms 77.2% triton_mm_812 0.6848 ms 76.9% triton_mm_811 0.7034 ms 74.9% triton_mm_813 0.7750 ms 67.9% SingleProcess AUTOTUNE benchmarking takes 2.7391 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x1536, 1536x3072) triton_mm_2310 0.0164 ms 100.0% triton_mm_2318 0.0173 ms 94.8% triton_mm_2314 0.0177 ms 93.1% mm 0.0196 ms 83.7% triton_mm_2322 0.0202 ms 81.4% triton_mm_2309 0.0219 ms 75.1% triton_mm_2308 0.0225 ms 73.1% triton_mm_2307 0.0226 ms 72.7% triton_mm_2313 0.0230 ms 71.5% triton_mm_2317 0.0237 ms 69.5% SingleProcess AUTOTUNE benchmarking takes 7.3472 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x32768, 6864x1536, 1536x32768) triton_mm_2340 3.0371 ms 100.0% triton_mm_2339 3.0578 ms 99.3% bias_addmm 3.0799 ms 98.6% triton_mm_2341 3.3616 ms 90.3% triton_mm_2334 3.7008 ms 82.1% triton_mm_2336 3.7984 ms 80.0% addmm 3.8119 ms 79.7% triton_mm_2332 3.9292 ms 77.3% triton_mm_2335 4.2802 ms 71.0% triton_mm_2337 4.3052 ms 70.5% SingleProcess AUTOTUNE benchmarking takes 12.4310 seconds and 0.0000 seconds precompiling /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(32768x6864, 6864x1536) triton_mm_2377 2.8122 ms 100.0% triton_mm_2378 2.8772 ms 97.7% mm 2.9338 ms 95.9% triton_mm_2379 3.0565 ms 92.0% triton_mm_2372 3.6136 ms 77.8% triton_mm_2370 3.6326 ms 77.4% triton_mm_2374 3.7043 ms 75.9% triton_mm_2373 3.8242 ms 73.5% triton_mm_2375 3.8844 ms 72.4% triton_mm_2371 3.9455 ms 71.3% SingleProcess AUTOTUNE benchmarking takes 10.2370 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5280 ms 100.0% triton_mm_2449 0.5591 ms 94.5% triton_mm_2450 0.5764 ms 91.6% triton_mm_2451 0.5983 ms 88.3% triton_mm_2444 0.6633 ms 79.6% triton_mm_2442 0.6694 ms 78.9% triton_mm_2446 0.6735 ms 78.4% triton_mm_2445 0.7100 ms 74.4% triton_mm_2447 0.7294 ms 72.4% triton_mm_2443 0.7459 ms 70.8% SingleProcess AUTOTUNE benchmarking takes 9.9698 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3072x24, 24x1536) triton_mm_2406 0.0149 ms 100.0% triton_mm_2408 0.0149 ms 99.8% triton_mm_2402 0.0150 ms 99.4% triton_mm_2403 0.0151 ms 98.8% triton_mm_2405 0.0153 ms 97.7% triton_mm_2412 0.0153 ms 97.7% triton_mm_2409 0.0154 ms 96.7% triton_mm_2410 0.0154 ms 96.7% triton_mm_2407 0.0159 ms 94.0% triton_mm_2404 0.0159 ms 93.9% SingleProcess AUTOTUNE benchmarking takes 5.8647 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x3072, 3072x1536) triton_mm_2384 0.0196 ms 100.0% mm 0.0213 ms 92.4% triton_mm_2388 0.0221 ms 89.0% triton_mm_2392 0.0235 ms 83.5% triton_mm_2396 0.0296 ms 66.5% triton_mm_2383 0.0301 ms 65.3% triton_mm_2382 0.0302 ms 65.0% triton_mm_2387 0.0325 ms 60.5% triton_mm_2391 0.0329 ms 59.7% triton_mm_2381 0.0355 ms 55.4% SingleProcess AUTOTUNE benchmarking takes 7.2960 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x32768, 32768x1536) mm 2.6395 ms 100.0% triton_mm_2358 2.8075 ms 94.0% triton_mm_2359 2.8564 ms 92.4% triton_mm_2360 2.9489 ms 89.5% triton_mm_2354 3.6881 ms 71.6% triton_mm_2351 3.7513 ms 70.4% triton_mm_2353 3.8515 ms 68.5% triton_mm_2352 3.9699 ms 66.5% triton_mm_2355 3.9734 ms 66.4% triton_mm_2356 4.0976 ms 64.4% SingleProcess AUTOTUNE benchmarking takes 3.1066 seconds and 0.0010 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) triton_mm_2430 0.5406 ms 100.0% mm 0.5418 ms 99.8% triton_mm_2431 0.5612 ms 96.3% triton_mm_2432 0.6040 ms 89.5% triton_mm_2425 0.6684 ms 80.9% triton_mm_2423 0.6795 ms 79.6% triton_mm_2427 0.6812 ms 79.4% triton_mm_2424 0.7197 ms 75.1% triton_mm_2428 0.7388 ms 73.2% triton_mm_2426 0.7767 ms 69.6% SingleProcess AUTOTUNE benchmarking takes 2.5957 seconds and 0.0010 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4954 ms 100.0% triton_mm_2468 0.5246 ms 94.4% triton_mm_2469 0.5351 ms 92.6% triton_mm_2470 0.5543 ms 89.4% triton_mm_2463 0.6503 ms 76.2% triton_mm_2461 0.6533 ms 75.8% triton_mm_2465 0.6666 ms 74.3% triton_mm_2464 0.6915 ms 71.6% triton_mm_2462 0.7302 ms 67.8% triton_mm_2466 0.7430 ms 66.7% SingleProcess AUTOTUNE benchmarking takes 9.6545 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5228 ms 100.0% triton_mm_2487 0.5574 ms 93.8% triton_mm_2488 0.5759 ms 90.8% triton_mm_2489 0.6012 ms 87.0% triton_mm_2482 0.6580 ms 79.5% triton_mm_2480 0.6660 ms 78.5% triton_mm_2484 0.6712 ms 77.9% triton_mm_2483 0.7148 ms 73.1% triton_mm_2485 0.7289 ms 71.7% triton_mm_2481 0.7429 ms 70.4% SingleProcess AUTOTUNE benchmarking takes 9.7465 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x4608, 4608x1536) mm 0.3749 ms 100.0% triton_mm_2544 0.3933 ms 95.3% triton_mm_2545 0.4042 ms 92.8% triton_mm_2546 0.4187 ms 89.6% triton_mm_2539 0.4884 ms 76.8% triton_mm_2537 0.4904 ms 76.5% triton_mm_2541 0.4985 ms 75.2% triton_mm_2540 0.5148 ms 72.8% triton_mm_2538 0.5461 ms 68.7% triton_mm_2542 0.5579 ms 67.2% SingleProcess AUTOTUNE benchmarking takes 9.6667 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x6864, 6864x1536) mm 0.3643 ms 100.0% triton_mm_2563 0.3836 ms 95.0% triton_mm_2564 0.3946 ms 92.3% triton_mm_2565 0.4110 ms 88.6% triton_mm_2558 0.4933 ms 73.8% triton_mm_2556 0.5022 ms 72.5% triton_mm_2560 0.5077 ms 71.8% triton_mm_2559 0.5348 ms 68.1% triton_mm_2561 0.5373 ms 67.8% triton_mm_2557 0.5442 ms 66.9% SingleProcess AUTOTUNE benchmarking takes 9.8775 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1462 ms 100.0% triton_mm_2518 0.1697 ms 86.2% triton_mm_2525 0.1741 ms 84.0% triton_mm_2520 0.1845 ms 79.3% triton_mm_2526 0.1882 ms 77.7% triton_mm_2521 0.1898 ms 77.1% triton_mm_2527 0.1926 ms 75.9% triton_mm_2523 0.1994 ms 73.4% triton_mm_2519 0.2020 ms 72.4% triton_mm_2522 0.2036 ms 71.8% SingleProcess AUTOTUNE benchmarking takes 9.7633 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1340 ms 100.0% triton_mm_2506 0.1361 ms 98.4% triton_mm_2507 0.1426 ms 94.0% triton_mm_2508 0.1502 ms 89.2% triton_mm_2501 0.1679 ms 79.8% triton_mm_2503 0.1699 ms 78.9% triton_mm_2500 0.1782 ms 75.2% triton_mm_2504 0.1860 ms 72.0% triton_mm_2502 0.1948 ms 68.8% triton_mm_2499 0.1997 ms 67.1% SingleProcess AUTOTUNE benchmarking takes 10.6013 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_2592 0.0253 ms 100.0% triton_mm_2598 0.0260 ms 97.4% triton_mm_2595 0.0265 ms 95.7% triton_mm_2594 0.0267 ms 95.1% triton_mm_2588 0.0272 ms 93.3% triton_mm_2596 0.0272 ms 93.2% triton_mm_2589 0.0273 ms 93.0% triton_mm_2591 0.0273 ms 93.0% triton_mm_2597 0.0278 ms 91.0% triton_mm_2593 0.0280 ms 90.4% SingleProcess AUTOTUNE benchmarking takes 5.7593 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5293 ms 100.0% triton_mm_2635 0.5595 ms 94.6% triton_mm_2636 0.5794 ms 91.4% triton_mm_2637 0.6015 ms 88.0% triton_mm_2630 0.6710 ms 78.9% triton_mm_2628 0.6737 ms 78.6% triton_mm_2632 0.6822 ms 77.6% triton_mm_2631 0.7182 ms 73.7% triton_mm_2633 0.7378 ms 71.7% triton_mm_2629 0.7543 ms 70.2% SingleProcess AUTOTUNE benchmarking takes 2.6005 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0399 ms 100.0% triton_mm_2574 0.0415 ms 96.3% triton_mm_2570 0.0421 ms 94.9% triton_mm_2578 0.0530 ms 75.4% triton_mm_2582 0.0680 ms 58.8% triton_mm_2569 0.0717 ms 55.7% triton_mm_2568 0.0786 ms 50.8% triton_mm_2573 0.0846 ms 47.2% triton_mm_2577 0.0859 ms 46.5% triton_mm_2567 0.0915 ms 43.7% SingleProcess AUTOTUNE benchmarking takes 6.5716 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5387 ms 100.0% triton_mm_2616 0.5417 ms 99.5% triton_mm_2617 0.5618 ms 95.9% triton_mm_2618 0.6059 ms 88.9% triton_mm_2609 0.6785 ms 79.4% triton_mm_2611 0.6803 ms 79.2% triton_mm_2613 0.6820 ms 79.0% triton_mm_2610 0.7190 ms 74.9% triton_mm_2614 0.7424 ms 72.6% triton_mm_2612 0.7834 ms 68.8% SingleProcess AUTOTUNE benchmarking takes 2.6029 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4925 ms 100.0% triton_mm_2654 0.5258 ms 93.7% triton_mm_2655 0.5368 ms 91.8% triton_mm_2656 0.5621 ms 87.6% triton_mm_2647 0.6549 ms 75.2% triton_mm_2649 0.6556 ms 75.1% triton_mm_2651 0.6669 ms 73.9% triton_mm_2650 0.6960 ms 70.8% triton_mm_2648 0.7343 ms 67.1% triton_mm_2652 0.7546 ms 65.3% SingleProcess AUTOTUNE benchmarking takes 2.6080 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5274 ms 100.0% triton_mm_2673 0.5579 ms 94.5% triton_mm_2674 0.5793 ms 91.0% triton_mm_2675 0.6047 ms 87.2% triton_mm_2668 0.6624 ms 79.6% triton_mm_2666 0.6667 ms 79.1% triton_mm_2670 0.6714 ms 78.6% triton_mm_2669 0.7170 ms 73.6% triton_mm_2671 0.7395 ms 71.3% triton_mm_2667 0.7546 ms 69.9% SingleProcess AUTOTUNE benchmarking takes 2.5958 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x4608, 4608x1536) mm 0.3724 ms 100.0% triton_mm_2730 0.3944 ms 94.4% triton_mm_2731 0.4067 ms 91.6% triton_mm_2732 0.4213 ms 88.4% triton_mm_2725 0.4922 ms 75.7% triton_mm_2723 0.4924 ms 75.6% triton_mm_2727 0.5028 ms 74.1% triton_mm_2726 0.5182 ms 71.9% triton_mm_2724 0.5488 ms 67.8% triton_mm_2728 0.5621 ms 66.2% SingleProcess AUTOTUNE benchmarking takes 2.5687 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x6864, 6864x1536) mm 0.3649 ms 100.0% triton_mm_2749 0.3855 ms 94.7% triton_mm_2750 0.3972 ms 91.9% triton_mm_2751 0.4142 ms 88.1% triton_mm_2744 0.4950 ms 73.7% triton_mm_2742 0.5062 ms 72.1% triton_mm_2746 0.5135 ms 71.1% triton_mm_2745 0.5365 ms 68.0% triton_mm_2747 0.5395 ms 67.6% triton_mm_2743 0.5495 ms 66.4% SingleProcess AUTOTUNE benchmarking takes 2.5587 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1468 ms 100.0% triton_mm_2704 0.1698 ms 86.4% triton_mm_2708 0.1723 ms 85.2% triton_mm_2711 0.1747 ms 84.0% triton_mm_2706 0.1859 ms 79.0% triton_mm_2712 0.1878 ms 78.2% triton_mm_2707 0.1909 ms 76.9% triton_mm_2713 0.1917 ms 76.6% triton_mm_2709 0.2013 ms 72.9% triton_mm_2705 0.2041 ms 71.9% SingleProcess AUTOTUNE benchmarking takes 2.4579 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1337 ms 100.0% triton_mm_2692 0.1364 ms 98.0% triton_mm_2693 0.1420 ms 94.1% triton_mm_2694 0.1504 ms 88.9% triton_mm_2685 0.1686 ms 79.3% triton_mm_2687 0.1688 ms 79.2% triton_mm_2689 0.1704 ms 78.5% triton_mm_2686 0.1783 ms 75.0% triton_mm_2690 0.1861 ms 71.8% triton_mm_2688 0.1955 ms 68.4% SingleProcess AUTOTUNE benchmarking takes 2.4677 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_2777 0.0260 ms 100.0% triton_mm_2781 0.0265 ms 97.9% triton_mm_2780 0.0267 ms 97.5% triton_mm_2778 0.0267 ms 97.4% triton_mm_2774 0.0271 ms 95.8% triton_mm_2782 0.0272 ms 95.4% triton_mm_2775 0.0273 ms 95.2% triton_mm_2784 0.0273 ms 95.2% triton_mm_2779 0.0280 ms 92.7% triton_mm_2785 0.0291 ms 89.4% SingleProcess AUTOTUNE benchmarking takes 2.1181 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5281 ms 100.0% triton_mm_2821 0.5611 ms 94.1% triton_mm_2822 0.5808 ms 90.9% triton_mm_2823 0.6040 ms 87.4% triton_mm_2816 0.6758 ms 78.1% triton_mm_2814 0.6804 ms 77.6% triton_mm_2818 0.6848 ms 77.1% triton_mm_2817 0.7181 ms 73.5% triton_mm_2819 0.7347 ms 71.9% triton_mm_2815 0.7514 ms 70.3% SingleProcess AUTOTUNE benchmarking takes 2.6021 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0399 ms 100.0% triton_mm_2760 0.0403 ms 99.0% triton_mm_2756 0.0419 ms 95.2% triton_mm_2764 0.0541 ms 73.8% triton_mm_2768 0.0679 ms 58.8% triton_mm_2755 0.0726 ms 55.0% triton_mm_2754 0.0788 ms 50.7% triton_mm_2759 0.0840 ms 47.6% triton_mm_2763 0.0868 ms 46.0% triton_mm_2753 0.0909 ms 43.9% SingleProcess AUTOTUNE benchmarking takes 2.1184 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5380 ms 100.0% triton_mm_2802 0.5427 ms 99.1% triton_mm_2803 0.5673 ms 94.8% triton_mm_2804 0.6069 ms 88.7% triton_mm_2797 0.6812 ms 79.0% triton_mm_2795 0.6846 ms 78.6% triton_mm_2799 0.6874 ms 78.3% triton_mm_2796 0.7240 ms 74.3% triton_mm_2800 0.7463 ms 72.1% triton_mm_2798 0.7832 ms 68.7% SingleProcess AUTOTUNE benchmarking takes 2.6017 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4933 ms 100.0% triton_mm_2840 0.5297 ms 93.1% triton_mm_2841 0.5387 ms 91.6% triton_mm_2842 0.5667 ms 87.0% triton_mm_2835 0.6632 ms 74.4% triton_mm_2833 0.6657 ms 74.1% triton_mm_2837 0.6756 ms 73.0% triton_mm_2836 0.6935 ms 71.1% triton_mm_2834 0.7393 ms 66.7% triton_mm_2838 0.7592 ms 65.0% SingleProcess AUTOTUNE benchmarking takes 2.6086 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5275 ms 100.0% triton_mm_2859 0.5598 ms 94.2% triton_mm_2860 0.5792 ms 91.1% triton_mm_2861 0.6049 ms 87.2% triton_mm_2854 0.6660 ms 79.2% triton_mm_2856 0.6695 ms 78.8% triton_mm_2852 0.6752 ms 78.1% triton_mm_2855 0.7227 ms 73.0% triton_mm_2857 0.7428 ms 71.0% triton_mm_2853 0.7511 ms 70.2% SingleProcess AUTOTUNE benchmarking takes 2.5962 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_2967 0.0252 ms 100.0% triton_mm_2964 0.0253 ms 99.2% triton_mm_2966 0.0253 ms 99.2% triton_mm_2963 0.0260 ms 96.9% triton_mm_2970 0.0260 ms 96.8% triton_mm_2965 0.0267 ms 94.1% triton_mm_2968 0.0272 ms 92.6% triton_mm_2961 0.0272 ms 92.4% triton_mm_2971 0.0278 ms 90.3% triton_mm_2960 0.0283 ms 88.9% SingleProcess AUTOTUNE benchmarking takes 2.1298 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5302 ms 100.0% triton_mm_3007 0.5603 ms 94.6% triton_mm_3008 0.5812 ms 91.2% triton_mm_3009 0.6023 ms 88.0% triton_mm_3002 0.6653 ms 79.7% triton_mm_3004 0.6787 ms 78.1% triton_mm_3000 0.6792 ms 78.1% triton_mm_3003 0.7179 ms 73.9% triton_mm_3005 0.7339 ms 72.2% triton_mm_3001 0.7527 ms 70.4% SingleProcess AUTOTUNE benchmarking takes 2.6041 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0398 ms 100.0% triton_mm_2946 0.0416 ms 95.6% triton_mm_2942 0.0423 ms 94.1% triton_mm_2950 0.0542 ms 73.4% triton_mm_2954 0.0679 ms 58.6% triton_mm_2941 0.0718 ms 55.4% triton_mm_2940 0.0787 ms 50.6% triton_mm_2945 0.0847 ms 47.0% triton_mm_2949 0.0868 ms 45.9% triton_mm_2939 0.0909 ms 43.8% SingleProcess AUTOTUNE benchmarking takes 2.1191 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5379 ms 100.0% triton_mm_2988 0.5418 ms 99.3% triton_mm_2989 0.5660 ms 95.0% triton_mm_2990 0.6060 ms 88.8% triton_mm_2983 0.6821 ms 78.9% triton_mm_2981 0.6868 ms 78.3% triton_mm_2985 0.6895 ms 78.0% triton_mm_2982 0.7187 ms 74.8% triton_mm_2986 0.7431 ms 72.4% triton_mm_2984 0.7783 ms 69.1% SingleProcess AUTOTUNE benchmarking takes 2.6052 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4925 ms 100.0% triton_mm_3026 0.5276 ms 93.3% triton_mm_3027 0.5373 ms 91.7% triton_mm_3028 0.5579 ms 88.3% triton_mm_3021 0.6548 ms 75.2% triton_mm_3019 0.6637 ms 74.2% triton_mm_3023 0.6749 ms 73.0% triton_mm_3022 0.6978 ms 70.6% triton_mm_3020 0.7419 ms 66.4% triton_mm_3024 0.7464 ms 66.0% SingleProcess AUTOTUNE benchmarking takes 2.6073 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5267 ms 100.0% triton_mm_3045 0.5595 ms 94.1% triton_mm_3046 0.5794 ms 90.9% triton_mm_3047 0.6041 ms 87.2% triton_mm_3040 0.6657 ms 79.1% triton_mm_3038 0.6661 ms 79.1% triton_mm_3042 0.6854 ms 76.8% triton_mm_3041 0.7221 ms 72.9% triton_mm_3043 0.7365 ms 71.5% triton_mm_3039 0.7526 ms 70.0% SingleProcess AUTOTUNE benchmarking takes 2.6003 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_3152 0.0253 ms 100.0% triton_mm_3149 0.0260 ms 97.5% triton_mm_3156 0.0260 ms 97.5% triton_mm_3153 0.0265 ms 95.8% triton_mm_3150 0.0267 ms 95.1% triton_mm_3147 0.0273 ms 93.0% triton_mm_3155 0.0278 ms 91.1% triton_mm_3151 0.0280 ms 90.4% triton_mm_3148 0.0281 ms 90.3% triton_mm_3146 0.0283 ms 89.5% SingleProcess AUTOTUNE benchmarking takes 2.1223 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5289 ms 100.0% triton_mm_3193 0.5587 ms 94.7% triton_mm_3194 0.5797 ms 91.2% triton_mm_3195 0.6020 ms 87.9% triton_mm_3188 0.6682 ms 79.2% triton_mm_3186 0.6794 ms 77.9% triton_mm_3190 0.6795 ms 77.8% triton_mm_3189 0.7171 ms 73.8% triton_mm_3191 0.7341 ms 72.1% triton_mm_3187 0.7504 ms 70.5% SingleProcess AUTOTUNE benchmarking takes 2.6008 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0399 ms 100.0% triton_mm_3132 0.0403 ms 99.0% triton_mm_3128 0.0419 ms 95.2% triton_mm_3136 0.0530 ms 75.3% triton_mm_3140 0.0679 ms 58.8% triton_mm_3127 0.0725 ms 55.0% triton_mm_3126 0.0787 ms 50.7% triton_mm_3131 0.0840 ms 47.5% triton_mm_3135 0.0859 ms 46.5% triton_mm_3125 0.0909 ms 43.9% SingleProcess AUTOTUNE benchmarking takes 2.1213 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5379 ms 100.0% triton_mm_3174 0.5444 ms 98.8% triton_mm_3175 0.5658 ms 95.1% triton_mm_3176 0.6067 ms 88.7% triton_mm_3169 0.6757 ms 79.6% triton_mm_3167 0.6804 ms 79.1% triton_mm_3171 0.6821 ms 78.9% triton_mm_3168 0.7194 ms 74.8% triton_mm_3172 0.7494 ms 71.8% triton_mm_3170 0.7779 ms 69.2% SingleProcess AUTOTUNE benchmarking takes 2.6007 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5347 ms 100.0% triton_mm_3360 0.5428 ms 98.5% triton_mm_3361 0.5694 ms 93.9% triton_mm_3362 0.6084 ms 87.9% triton_mm_3355 0.6764 ms 79.0% triton_mm_3353 0.6793 ms 78.7% triton_mm_3357 0.6809 ms 78.5% triton_mm_3354 0.7202 ms 74.2% triton_mm_3358 0.7419 ms 72.1% triton_mm_3356 0.7785 ms 68.7% SingleProcess AUTOTUNE benchmarking takes 2.6107 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5405 ms 100.0% triton_mm_3546 0.5409 ms 99.9% triton_mm_3547 0.5655 ms 95.6% triton_mm_3548 0.6076 ms 89.0% triton_mm_3543 0.6816 ms 79.3% triton_mm_3541 0.6819 ms 79.3% triton_mm_3539 0.6865 ms 78.7% triton_mm_3540 0.7186 ms 75.2% triton_mm_3544 0.7494 ms 72.1% triton_mm_3542 0.7772 ms 69.5% SingleProcess AUTOTUNE benchmarking takes 2.6094 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x768, 768x2048) triton_mm_5778 0.0980 ms 100.0% mm 0.1000 ms 97.9% triton_mm_5779 0.1027 ms 95.4% triton_mm_5771 0.1169 ms 83.8% triton_mm_5775 0.1177 ms 83.2% triton_mm_5773 0.1187 ms 82.6% triton_mm_5772 0.1276 ms 76.8% triton_mm_5780 0.1287 ms 76.1% triton_mm_5776 0.1331 ms 73.6% triton_mm_5774 0.1568 ms 62.5% SingleProcess AUTOTUNE benchmarking takes 10.5828 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x2048, 2048x2048) triton_mm_5816 0.2345 ms 100.0% mm 0.2350 ms 99.8% triton_mm_5817 0.2450 ms 95.7% triton_mm_5818 0.2598 ms 90.3% triton_mm_5809 0.2933 ms 79.9% triton_mm_5811 0.2948 ms 79.5% triton_mm_5813 0.2958 ms 79.3% triton_mm_5812 0.3209 ms 73.1% triton_mm_5810 0.3260 ms 71.9% triton_mm_5814 0.3324 ms 70.6% SingleProcess AUTOTUNE benchmarking takes 10.1973 seconds and 0.0000 seconds precompiling AUTOTUNE mm(2048x6864, 6864x2048) mm 0.2428 ms 100.0% triton_mm_5835 0.2788 ms 87.1% triton_mm_5836 0.2876 ms 84.4% triton_mm_5837 0.2923 ms 83.1% triton_mm_5828 0.2957 ms 82.1% triton_mm_5832 0.2960 ms 82.0% triton_mm_5830 0.3071 ms 79.1% triton_mm_5831 0.3227 ms 75.3% triton_mm_5833 0.3301 ms 73.6% triton_mm_5829 0.3367 ms 72.1% SingleProcess AUTOTUNE benchmarking takes 9.7401 seconds and 0.0000 seconds precompiling AUTOTUNE mm(2048x6864, 6864x1536) mm 0.1767 ms 100.0% triton_mm_5873 0.1833 ms 96.4% triton_mm_5874 0.1897 ms 93.2% triton_mm_5875 0.2324 ms 76.0% triton_mm_5868 0.2399 ms 73.7% triton_mm_5869 0.2492 ms 70.9% triton_mm_5871 0.2580 ms 68.5% triton_mm_5867 0.2644 ms 66.8% triton_mm_5866 0.2644 ms 66.8% triton_mm_5870 0.2648 ms 66.7% SingleProcess AUTOTUNE benchmarking takes 9.9770 seconds and 0.0000 seconds precompiling AUTOTUNE mm(768x6864, 6864x2048) mm 0.0947 ms 100.0% triton_mm_5799 0.1000 ms 94.7% triton_mm_5798 0.1104 ms 85.8% triton_mm_5792 0.1149 ms 82.4% triton_mm_5790 0.1229 ms 77.0% triton_mm_5797 0.1231 ms 76.9% triton_mm_5794 0.1248 ms 75.8% triton_mm_5793 0.1259 ms 75.2% triton_mm_5795 0.1321 ms 71.7% triton_mm_5791 0.1348 ms 70.2% SingleProcess AUTOTUNE benchmarking takes 9.8520 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x2048, 2048x1536) mm 0.1712 ms 100.0% triton_mm_5854 0.1760 ms 97.3% triton_mm_5855 0.1837 ms 93.2% triton_mm_5856 0.1918 ms 89.2% triton_mm_5849 0.2167 ms 79.0% triton_mm_5851 0.2182 ms 78.5% triton_mm_5847 0.2198 ms 77.9% triton_mm_5850 0.2412 ms 71.0% triton_mm_5848 0.2442 ms 70.1% triton_mm_5852 0.2482 ms 69.0% SingleProcess AUTOTUNE benchmarking takes 10.1231 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6840, 6840x28) mm 0.0366 ms 100.0% triton_mm_7003 0.0476 ms 76.8% triton_mm_6996 0.0498 ms 73.5% triton_mm_6994 0.0589 ms 62.1% triton_mm_6995 0.0660 ms 55.5% triton_mm_7002 0.0710 ms 51.5% triton_mm_6993 0.0724 ms 50.5% triton_mm_6999 0.0729 ms 50.1% triton_mm_7008 0.0743 ms 49.2% triton_mm_7001 0.0800 ms 45.7% SingleProcess AUTOTUNE benchmarking takes 6.9323 seconds and 0.0000 seconds precompiling /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2198: UserWarning: Overwriting vit_tiny_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2207: UserWarning: Overwriting vit_tiny_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2216: UserWarning: Overwriting vit_small_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2225: UserWarning: Overwriting vit_small_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2234: UserWarning: Overwriting vit_small_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2243: UserWarning: Overwriting vit_small_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2252: UserWarning: Overwriting vit_small_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2261: UserWarning: Overwriting vit_base_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2271: UserWarning: Overwriting vit_base_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2281: UserWarning: Overwriting vit_base_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2291: UserWarning: Overwriting vit_base_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2301: UserWarning: Overwriting vit_base_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2311: UserWarning: Overwriting vit_large_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2320: UserWarning: Overwriting vit_large_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2330: UserWarning: Overwriting vit_large_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2340: UserWarning: Overwriting vit_large_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2350: UserWarning: Overwriting vit_large_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2359: UserWarning: Overwriting vit_huge_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2368: UserWarning: Overwriting vit_giant_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2377: UserWarning: Overwriting vit_gigantic_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2387: UserWarning: Overwriting vit_base_patch16_224_miil in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224_miil. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224_miil(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2398: UserWarning: Overwriting vit_medium_patch16_gap_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2410: UserWarning: Overwriting vit_medium_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2422: UserWarning: Overwriting vit_medium_patch16_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2434: UserWarning: Overwriting vit_betwixt_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2446: UserWarning: Overwriting vit_base_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2457: UserWarning: Overwriting vit_huge_patch14_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2468: UserWarning: Overwriting vit_huge_patch16_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch16_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch16_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2479: UserWarning: Overwriting vit_giant_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2491: UserWarning: Overwriting vit_xsmall_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_xsmall_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_xsmall_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2500: UserWarning: Overwriting vit_medium_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2510: UserWarning: Overwriting vit_medium_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2519: UserWarning: Overwriting vit_betwixt_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2529: UserWarning: Overwriting vit_base_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2540: UserWarning: Overwriting vit_base_patch32_clip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2551: UserWarning: Overwriting vit_base_patch32_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2562: UserWarning: Overwriting vit_base_patch32_clip_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2573: UserWarning: Overwriting vit_base_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2583: UserWarning: Overwriting vit_base_patch16_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2593: UserWarning: Overwriting vit_large_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2603: UserWarning: Overwriting vit_large_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2613: UserWarning: Overwriting vit_huge_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2623: UserWarning: Overwriting vit_huge_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2633: UserWarning: Overwriting vit_huge_patch14_clip_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2643: UserWarning: Overwriting vit_giant_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2656: UserWarning: Overwriting vit_gigantic_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2669: UserWarning: Overwriting vit_base_patch32_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2681: UserWarning: Overwriting vit_base_patch16_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2693: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2705: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2717: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2729: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2743: UserWarning: Overwriting vit_base_patch32_plus_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_plus_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_plus_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2753: UserWarning: Overwriting vit_base_patch16_plus_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_plus_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_plus_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2763: UserWarning: Overwriting vit_base_patch16_rpn_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_rpn_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_rpn_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2775: UserWarning: Overwriting vit_small_patch16_36x1_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_36x1_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_36x1_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2787: UserWarning: Overwriting vit_small_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2800: UserWarning: Overwriting vit_base_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2812: UserWarning: Overwriting eva_large_patch14_196 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_196. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_196(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2821: UserWarning: Overwriting eva_large_patch14_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2829: UserWarning: Overwriting flexivit_small in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_small. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_small(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2838: UserWarning: Overwriting flexivit_base in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_base. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_base(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2847: UserWarning: Overwriting flexivit_large in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_large. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_large(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2856: UserWarning: Overwriting vit_base_patch16_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2869: UserWarning: Overwriting vit_large_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2882: UserWarning: Overwriting vit_huge_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2895: UserWarning: Overwriting vit_small_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2905: UserWarning: Overwriting vit_base_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2915: UserWarning: Overwriting vit_large_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2925: UserWarning: Overwriting vit_giant_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2942: UserWarning: Overwriting vit_small_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2955: UserWarning: Overwriting vit_base_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2968: UserWarning: Overwriting vit_large_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2981: UserWarning: Overwriting vit_giant_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2998: UserWarning: Overwriting vit_base_patch16_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3008: UserWarning: Overwriting vit_base_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3018: UserWarning: Overwriting vit_base_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3028: UserWarning: Overwriting vit_base_patch16_siglip_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3038: UserWarning: Overwriting vit_large_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3048: UserWarning: Overwriting vit_large_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3058: UserWarning: Overwriting vit_so400m_patch14_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3068: UserWarning: Overwriting vit_so400m_patch14_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3078: UserWarning: Overwriting vit_base_patch16_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3089: UserWarning: Overwriting vit_base_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3100: UserWarning: Overwriting vit_base_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3111: UserWarning: Overwriting vit_base_patch16_siglip_gap_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3122: UserWarning: Overwriting vit_large_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3133: UserWarning: Overwriting vit_large_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3144: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3156: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3168: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3180: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_896 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_896. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_896(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3192: UserWarning: Overwriting vit_wee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_wee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_wee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3203: UserWarning: Overwriting vit_pwee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_pwee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_pwee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3214: UserWarning: Overwriting vit_little_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3225: UserWarning: Overwriting vit_little_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3236: UserWarning: Overwriting vit_medium_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3247: UserWarning: Overwriting vit_medium_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3258: UserWarning: Overwriting vit_mediumd_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_mediumd_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_mediumd_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3269: UserWarning: Overwriting vit_betwixt_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3280: UserWarning: Overwriting vit_betwixt_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3291: UserWarning: Overwriting vit_base_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3302: UserWarning: Overwriting vit_so150m_patch16_reg4_map_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_map_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_map_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3313: UserWarning: Overwriting vit_so150m_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/train.py:99: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature. checkpoint = torch.load(vae_ckpt, map_location="cpu") /home/user/VAR/utils/amp_sc.py:27: FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead. self.scaler = torch.cuda.amp.GradScaler(init_scale=2. ** 11, growth_interval=1000) if self.using_fp16_rather_bf16 else None # only fp16 needs a scaler /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(6840x28, 28x1536) triton_mm_7 0.0330 ms 100.0% triton_mm_6 0.0344 ms 95.9% triton_mm_11 0.0345 ms 95.5% triton_mm_8 0.0345 ms 95.5% triton_mm_9 0.0345 ms 95.5% triton_mm_12 0.0356 ms 92.7% triton_mm_4 0.0366 ms 90.2% triton_mm_2 0.0370 ms 89.0% triton_mm_16 0.0371 ms 88.9% triton_mm_15 0.0372 ms 88.5% SingleProcess AUTOTUNE benchmarking takes 2.3991 seconds and 0.1727 seconds precompiling AUTOTUNE addmm(24x9216, 24x1536, 1536x9216) triton_mm_29 0.0353 ms 100.0% triton_mm_33 0.0360 ms 98.1% triton_mm_25 0.0368 ms 96.0% triton_mm_21 0.0372 ms 94.8% triton_mm_28 0.0373 ms 94.7% triton_mm_24 0.0378 ms 93.5% triton_mm_18 0.0383 ms 92.3% bias_addmm 0.0385 ms 91.7% triton_mm_19 0.0414 ms 85.3% triton_mm_20 0.0423 ms 83.5% SingleProcess AUTOTUNE benchmarking takes 2.1856 seconds and 0.0008 seconds precompiling AUTOTUNE addmm(6864x4608, 6864x1536, 1536x4608) triton_mm_51 0.4325 ms 100.0% triton_mm_50 0.4344 ms 99.6% triton_mm_52 0.4822 ms 89.7% triton_mm_45 0.5104 ms 84.7% triton_mm_43 0.5437 ms 79.5% triton_mm_47 0.5451 ms 79.4% triton_mm_44 0.5925 ms 73.0% triton_mm_46 0.6050 ms 71.5% addmm 0.6119 ms 70.7% triton_mm_48 0.6121 ms 70.7% SingleProcess AUTOTUNE benchmarking takes 2.9753 seconds and 0.0337 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x1536, 1536x1536) triton_mm_70 0.1456 ms 100.0% triton_mm_69 0.1467 ms 99.3% triton_mm_71 0.1618 ms 90.0% bias_addmm 0.1638 ms 88.9% triton_mm_64 0.1754 ms 83.0% addmm 0.1765 ms 82.5% triton_mm_62 0.1829 ms 79.6% triton_mm_66 0.1835 ms 79.4% triton_mm_63 0.1999 ms 72.9% triton_mm_67 0.2035 ms 71.6% SingleProcess AUTOTUNE benchmarking takes 2.5852 seconds and 0.0015 seconds precompiling AUTOTUNE addmm(6864x6144, 6864x1536, 1536x6144) triton_mm_89 0.5758 ms 100.0% triton_mm_88 0.5847 ms 98.5% triton_mm_90 0.6383 ms 90.2% triton_mm_83 0.6930 ms 83.1% addmm 0.7044 ms 81.7% triton_mm_85 0.7203 ms 79.9% triton_mm_81 0.7364 ms 78.2% triton_mm_82 0.8098 ms 71.1% bias_addmm 0.8135 ms 70.8% triton_mm_84 0.8147 ms 70.7% SingleProcess AUTOTUNE benchmarking takes 2.7316 seconds and 2.3591 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_108 0.5316 ms 100.0% triton_mm_107 0.5530 ms 96.1% addmm 0.5618 ms 94.6% triton_mm_109 0.5685 ms 93.5% bias_addmm 0.6068 ms 87.6% triton_mm_102 0.6788 ms 78.3% triton_mm_100 0.6908 ms 76.9% triton_mm_104 0.6951 ms 76.5% triton_mm_103 0.7100 ms 74.9% triton_mm_105 0.7714 ms 68.9% SingleProcess AUTOTUNE benchmarking takes 2.7391 seconds and 0.1760 seconds precompiling AUTOTUNE addmm(24x9216, 24x1536, 1536x9216) triton_mm_126 0.0355 ms 100.0% triton_mm_122 0.0361 ms 98.2% triton_mm_118 0.0368 ms 96.4% triton_mm_121 0.0371 ms 95.5% bias_addmm 0.0372 ms 95.4% triton_mm_114 0.0372 ms 95.4% triton_mm_111 0.0377 ms 94.0% triton_mm_117 0.0377 ms 94.0% triton_mm_112 0.0413 ms 85.9% addmm 0.0427 ms 83.0% SingleProcess AUTOTUNE benchmarking takes 2.1994 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(24x9216, 24x1536, 1536x9216) triton_mm_215 0.0352 ms 100.0% triton_mm_214 0.0359 ms 98.2% triton_mm_219 0.0360 ms 97.9% triton_mm_211 0.0376 ms 93.7% triton_mm_210 0.0377 ms 93.4% triton_mm_204 0.0379 ms 93.0% triton_mm_207 0.0380 ms 92.6% bias_addmm 0.0388 ms 90.8% triton_mm_205 0.0426 ms 82.7% triton_mm_217 0.0427 ms 82.5% SingleProcess AUTOTUNE benchmarking takes 2.2057 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x2048, 6864x1536, 1536x2048) triton_mm_592 0.1889 ms 100.0% triton_mm_591 0.1892 ms 99.9% triton_mm_593 0.2083 ms 90.7% triton_mm_586 0.2246 ms 84.1% triton_mm_584 0.2348 ms 80.5% triton_mm_588 0.2356 ms 80.2% bias_addmm 0.2417 ms 78.2% triton_mm_585 0.2572 ms 73.4% triton_mm_589 0.2626 ms 71.9% triton_mm_587 0.2709 ms 69.7% SingleProcess AUTOTUNE benchmarking takes 2.6122 seconds and 0.0023 seconds precompiling AUTOTUNE addmm(6864x2048, 6864x2048, 2048x2048) triton_mm_611 0.2429 ms 100.0% triton_mm_610 0.2430 ms 100.0% bias_addmm 0.2612 ms 93.0% triton_mm_612 0.2675 ms 90.8% triton_mm_605 0.2997 ms 81.1% addmm 0.3003 ms 80.9% triton_mm_603 0.3044 ms 79.8% triton_mm_607 0.3082 ms 78.8% triton_mm_606 0.3311 ms 73.4% triton_mm_608 0.3474 ms 69.9% SingleProcess AUTOTUNE benchmarking takes 2.6428 seconds and 0.0009 seconds precompiling AUTOTUNE mm(6864x2048, 2048x768) mm 0.0930 ms 100.0% triton_mm_630 0.0949 ms 97.9% triton_mm_631 0.1006 ms 92.4% triton_mm_624 0.1129 ms 82.4% triton_mm_626 0.1152 ms 80.7% triton_mm_629 0.1156 ms 80.4% triton_mm_622 0.1172 ms 79.3% triton_mm_625 0.1269 ms 73.2% triton_mm_627 0.1318 ms 70.5% triton_mm_623 0.1324 ms 70.2% SingleProcess AUTOTUNE benchmarking takes 9.9591 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x1536, 1536x3072) triton_mm_2314 0.0167 ms 100.0% triton_mm_2310 0.0168 ms 99.4% triton_mm_2318 0.0185 ms 90.0% triton_mm_2322 0.0201 ms 83.1% mm 0.0208 ms 80.2% triton_mm_2313 0.0222 ms 75.0% triton_mm_2317 0.0230 ms 72.5% triton_mm_2309 0.0236 ms 70.7% triton_mm_2307 0.0255 ms 65.5% triton_mm_2308 0.0258 ms 64.7% SingleProcess AUTOTUNE benchmarking takes 7.3505 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x32768, 6864x1536, 1536x32768) triton_mm_2340 3.0218 ms 100.0% bias_addmm 3.0322 ms 99.7% triton_mm_2339 3.0396 ms 99.4% triton_mm_2341 3.3828 ms 89.3% triton_mm_2334 3.6540 ms 82.7% addmm 3.6775 ms 82.2% triton_mm_2336 3.7844 ms 79.8% triton_mm_2332 3.8763 ms 78.0% triton_mm_2335 4.2623 ms 70.9% triton_mm_2337 4.2884 ms 70.5% SingleProcess AUTOTUNE benchmarking takes 12.3458 seconds and 0.0000 seconds precompiling /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(32768x6864, 6864x1536) triton_mm_2377 2.8023 ms 100.0% triton_mm_2378 2.8664 ms 97.8% mm 2.9127 ms 96.2% triton_mm_2379 3.0395 ms 92.2% triton_mm_2372 3.6312 ms 77.2% triton_mm_2370 3.6404 ms 77.0% triton_mm_2374 3.7315 ms 75.1% triton_mm_2373 3.8203 ms 73.4% triton_mm_2375 3.8917 ms 72.0% triton_mm_2371 3.9226 ms 71.4% SingleProcess AUTOTUNE benchmarking takes 10.0864 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5275 ms 100.0% triton_mm_2449 0.5588 ms 94.4% triton_mm_2450 0.5762 ms 91.5% triton_mm_2451 0.5979 ms 88.2% triton_mm_2444 0.6705 ms 78.7% triton_mm_2446 0.6821 ms 77.3% triton_mm_2442 0.6853 ms 77.0% triton_mm_2445 0.7086 ms 74.4% triton_mm_2447 0.7256 ms 72.7% triton_mm_2443 0.7438 ms 70.9% SingleProcess AUTOTUNE benchmarking takes 9.8649 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3072x24, 24x1536) triton_mm_2409 0.0149 ms 100.0% triton_mm_2406 0.0150 ms 99.1% triton_mm_2402 0.0152 ms 97.7% triton_mm_2403 0.0154 ms 96.5% triton_mm_2404 0.0155 ms 95.9% triton_mm_2410 0.0156 ms 95.7% triton_mm_2405 0.0156 ms 95.1% triton_mm_2408 0.0159 ms 93.7% triton_mm_2413 0.0161 ms 92.3% triton_mm_2407 0.0162 ms 91.9% SingleProcess AUTOTUNE benchmarking takes 2.1432 seconds and 0.0009 seconds precompiling AUTOTUNE mm(24x3072, 3072x1536) triton_mm_2384 0.0188 ms 100.0% triton_mm_2388 0.0212 ms 88.3% mm 0.0220 ms 85.1% triton_mm_2392 0.0247 ms 75.9% triton_mm_2396 0.0297 ms 63.1% triton_mm_2383 0.0304 ms 61.7% triton_mm_2382 0.0305 ms 61.5% triton_mm_2387 0.0328 ms 57.2% triton_mm_2391 0.0332 ms 56.6% triton_mm_2381 0.0349 ms 53.7% SingleProcess AUTOTUNE benchmarking takes 2.1085 seconds and 0.0009 seconds precompiling AUTOTUNE mm(6864x32768, 32768x1536) mm 2.5971 ms 100.0% triton_mm_2358 2.8228 ms 92.0% triton_mm_2359 2.8774 ms 90.3% triton_mm_2360 2.9491 ms 88.1% triton_mm_2354 3.7613 ms 69.0% triton_mm_2351 3.7917 ms 68.5% triton_mm_2353 3.8890 ms 66.8% triton_mm_2352 3.9407 ms 65.9% triton_mm_2356 4.0195 ms 64.6% triton_mm_2355 4.0577 ms 64.0% SingleProcess AUTOTUNE benchmarking takes 3.0918 seconds and 0.0010 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5422 ms 100.0% triton_mm_2430 0.5428 ms 99.9% triton_mm_2431 0.5631 ms 96.3% triton_mm_2432 0.6102 ms 88.8% triton_mm_2425 0.6731 ms 80.5% triton_mm_2423 0.6828 ms 79.4% triton_mm_2427 0.6858 ms 79.1% triton_mm_2424 0.7188 ms 75.4% triton_mm_2428 0.7402 ms 73.2% triton_mm_2426 0.7780 ms 69.7% SingleProcess AUTOTUNE benchmarking takes 2.5921 seconds and 0.0011 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4896 ms 100.0% triton_mm_2468 0.5240 ms 93.4% triton_mm_2469 0.5335 ms 91.8% triton_mm_2470 0.5520 ms 88.7% triton_mm_2461 0.6511 ms 75.2% triton_mm_2463 0.6516 ms 75.1% triton_mm_2465 0.6672 ms 73.4% triton_mm_2464 0.6884 ms 71.1% triton_mm_2462 0.7203 ms 68.0% triton_mm_2466 0.7413 ms 66.0% SingleProcess AUTOTUNE benchmarking takes 9.6833 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5237 ms 100.0% triton_mm_2487 0.5566 ms 94.1% triton_mm_2488 0.5747 ms 91.1% triton_mm_2489 0.6004 ms 87.2% triton_mm_2482 0.6567 ms 79.8% triton_mm_2480 0.6672 ms 78.5% triton_mm_2484 0.6780 ms 77.2% triton_mm_2483 0.7060 ms 74.2% triton_mm_2485 0.7262 ms 72.1% triton_mm_2481 0.7341 ms 71.3% SingleProcess AUTOTUNE benchmarking takes 9.9508 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x4608, 4608x1536) triton_mm_2544 0.3914 ms 100.0% triton_mm_2545 0.4042 ms 96.8% triton_mm_2546 0.4197 ms 93.3% mm 0.4210 ms 93.0% triton_mm_2539 0.4929 ms 79.4% triton_mm_2537 0.4957 ms 78.9% triton_mm_2541 0.5087 ms 76.9% triton_mm_2540 0.5167 ms 75.7% triton_mm_2538 0.5449 ms 71.8% triton_mm_2542 0.5600 ms 69.9% SingleProcess AUTOTUNE benchmarking takes 2.5756 seconds and 0.0010 seconds precompiling AUTOTUNE mm(4608x6864, 6864x1536) mm 0.3600 ms 100.0% triton_mm_2563 0.3827 ms 94.1% triton_mm_2564 0.3949 ms 91.2% triton_mm_2565 0.4119 ms 87.4% triton_mm_2558 0.5032 ms 71.5% triton_mm_2556 0.5072 ms 71.0% triton_mm_2560 0.5122 ms 70.3% triton_mm_2557 0.5395 ms 66.7% triton_mm_2561 0.5411 ms 66.5% triton_mm_2559 0.5413 ms 66.5% SingleProcess AUTOTUNE benchmarking takes 2.5694 seconds and 0.0009 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1472 ms 100.0% triton_mm_2518 0.1707 ms 86.2% triton_mm_2522 0.1713 ms 85.9% triton_mm_2525 0.1757 ms 83.8% triton_mm_2520 0.1860 ms 79.1% triton_mm_2526 0.1893 ms 77.7% triton_mm_2521 0.1895 ms 77.7% triton_mm_2527 0.1935 ms 76.0% triton_mm_2523 0.2003 ms 73.5% triton_mm_2519 0.2020 ms 72.9% SingleProcess AUTOTUNE benchmarking takes 9.8286 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1343 ms 100.0% triton_mm_2506 0.1365 ms 98.4% triton_mm_2507 0.1431 ms 93.9% triton_mm_2508 0.1511 ms 88.9% triton_mm_2501 0.1669 ms 80.5% triton_mm_2499 0.1684 ms 79.7% triton_mm_2503 0.1732 ms 77.5% triton_mm_2500 0.1778 ms 75.5% triton_mm_2504 0.1866 ms 72.0% triton_mm_2502 0.1938 ms 69.3% SingleProcess AUTOTUNE benchmarking takes 10.6494 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_2595 0.0253 ms 100.0% triton_mm_2594 0.0256 ms 98.8% triton_mm_2589 0.0261 ms 96.9% triton_mm_2598 0.0262 ms 96.6% triton_mm_2592 0.0268 ms 94.5% triton_mm_2593 0.0269 ms 93.9% triton_mm_2591 0.0272 ms 92.9% triton_mm_2596 0.0273 ms 92.7% triton_mm_2588 0.0283 ms 89.3% triton_mm_2599 0.0290 ms 87.1% SingleProcess AUTOTUNE benchmarking takes 5.8042 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0403 ms 100.0% triton_mm_2574 0.0416 ms 96.9% triton_mm_2570 0.0426 ms 94.6% triton_mm_2578 0.0542 ms 74.3% triton_mm_2582 0.0690 ms 58.4% triton_mm_2569 0.0729 ms 55.2% triton_mm_2568 0.0788 ms 51.1% triton_mm_2573 0.0842 ms 47.8% triton_mm_2577 0.0870 ms 46.3% triton_mm_2567 0.0922 ms 43.7% SingleProcess AUTOTUNE benchmarking takes 6.4937 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5368 ms 100.0% triton_mm_2616 0.5411 ms 99.2% triton_mm_2617 0.5641 ms 95.2% triton_mm_2618 0.6048 ms 88.8% triton_mm_2609 0.6764 ms 79.4% triton_mm_2611 0.6841 ms 78.5% triton_mm_2613 0.6863 ms 78.2% triton_mm_2610 0.7192 ms 74.6% triton_mm_2614 0.7483 ms 71.7% triton_mm_2612 0.7754 ms 69.2% SingleProcess AUTOTUNE benchmarking takes 2.6005 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4907 ms 100.0% triton_mm_2654 0.5263 ms 93.2% triton_mm_2655 0.5369 ms 91.4% triton_mm_2656 0.5574 ms 88.0% triton_mm_2649 0.6604 ms 74.3% triton_mm_2647 0.6627 ms 74.1% triton_mm_2651 0.6744 ms 72.8% triton_mm_2650 0.6957 ms 70.5% triton_mm_2648 0.7345 ms 66.8% triton_mm_2652 0.7466 ms 65.7% SingleProcess AUTOTUNE benchmarking takes 2.6066 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5279 ms 100.0% triton_mm_2673 0.5586 ms 94.5% triton_mm_2674 0.5797 ms 91.1% triton_mm_2675 0.6038 ms 87.4% triton_mm_2668 0.6660 ms 79.3% triton_mm_2666 0.6808 ms 77.5% triton_mm_2670 0.6915 ms 76.3% triton_mm_2669 0.7223 ms 73.1% triton_mm_2671 0.7449 ms 70.9% triton_mm_2667 0.7522 ms 70.2% SingleProcess AUTOTUNE benchmarking takes 2.5885 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x4608, 4608x1536) mm 0.3706 ms 100.0% triton_mm_2730 0.3953 ms 93.8% triton_mm_2731 0.4073 ms 91.0% triton_mm_2732 0.4225 ms 87.7% triton_mm_2725 0.4981 ms 74.4% triton_mm_2723 0.4993 ms 74.2% triton_mm_2727 0.5105 ms 72.6% triton_mm_2726 0.5205 ms 71.2% triton_mm_2724 0.5486 ms 67.6% triton_mm_2728 0.5633 ms 65.8% SingleProcess AUTOTUNE benchmarking takes 2.5696 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x6864, 6864x1536) mm 0.3646 ms 100.0% triton_mm_2749 0.3846 ms 94.8% triton_mm_2750 0.3976 ms 91.7% triton_mm_2751 0.4152 ms 87.8% triton_mm_2744 0.5065 ms 72.0% triton_mm_2742 0.5115 ms 71.3% triton_mm_2746 0.5153 ms 70.8% triton_mm_2747 0.5424 ms 67.2% triton_mm_2745 0.5447 ms 66.9% triton_mm_2743 0.5500 ms 66.3% SingleProcess AUTOTUNE benchmarking takes 2.5597 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1481 ms 100.0% triton_mm_2704 0.1715 ms 86.4% triton_mm_2708 0.1729 ms 85.7% triton_mm_2711 0.1761 ms 84.1% triton_mm_2706 0.1881 ms 78.7% triton_mm_2712 0.1889 ms 78.4% triton_mm_2707 0.1920 ms 77.2% triton_mm_2713 0.1934 ms 76.6% triton_mm_2709 0.2012 ms 73.6% triton_mm_2705 0.2043 ms 72.5% SingleProcess AUTOTUNE benchmarking takes 2.4657 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1351 ms 100.0% triton_mm_2692 0.1383 ms 97.7% triton_mm_2693 0.1444 ms 93.6% triton_mm_2694 0.1524 ms 88.6% triton_mm_2687 0.1696 ms 79.6% triton_mm_2685 0.1719 ms 78.6% triton_mm_2689 0.1743 ms 77.5% triton_mm_2686 0.1804 ms 74.9% triton_mm_2690 0.1881 ms 71.8% triton_mm_2688 0.1947 ms 69.4% SingleProcess AUTOTUNE benchmarking takes 2.4597 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_2777 0.0261 ms 100.0% triton_mm_2781 0.0265 ms 98.6% triton_mm_2778 0.0267 ms 97.8% triton_mm_2780 0.0268 ms 97.6% triton_mm_2779 0.0269 ms 97.0% triton_mm_2775 0.0272 ms 96.1% triton_mm_2784 0.0273 ms 95.8% triton_mm_2774 0.0274 ms 95.6% triton_mm_2783 0.0280 ms 93.4% triton_mm_2785 0.0280 ms 93.4% SingleProcess AUTOTUNE benchmarking takes 2.1480 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5355 ms 100.0% triton_mm_2802 0.5429 ms 98.6% triton_mm_2803 0.5656 ms 94.7% triton_mm_2804 0.6102 ms 87.8% triton_mm_2797 0.6849 ms 78.2% triton_mm_2799 0.6880 ms 77.8% triton_mm_2795 0.6892 ms 77.7% triton_mm_2796 0.7271 ms 73.7% triton_mm_2800 0.7490 ms 71.5% triton_mm_2798 0.7760 ms 69.0% SingleProcess AUTOTUNE benchmarking takes 2.6051 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4918 ms 100.0% triton_mm_2840 0.5284 ms 93.1% triton_mm_2841 0.5401 ms 91.1% triton_mm_2842 0.5576 ms 88.2% triton_mm_2835 0.6616 ms 74.3% triton_mm_2837 0.6724 ms 73.2% triton_mm_2833 0.6785 ms 72.5% triton_mm_2836 0.6968 ms 70.6% triton_mm_2834 0.7348 ms 66.9% triton_mm_2838 0.7554 ms 65.1% SingleProcess AUTOTUNE benchmarking takes 2.6140 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5293 ms 100.0% triton_mm_2859 0.5594 ms 94.6% triton_mm_2860 0.5817 ms 91.0% triton_mm_2861 0.6047 ms 87.5% triton_mm_2854 0.6776 ms 78.1% triton_mm_2852 0.6823 ms 77.6% triton_mm_2856 0.6924 ms 76.5% triton_mm_2855 0.7222 ms 73.3% triton_mm_2857 0.7387 ms 71.7% triton_mm_2853 0.7523 ms 70.4% SingleProcess AUTOTUNE benchmarking takes 2.5982 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1348 ms 100.0% triton_mm_2878 0.1375 ms 98.0% triton_mm_2879 0.1435 ms 93.9% triton_mm_2880 0.1532 ms 88.0% triton_mm_2873 0.1701 ms 79.2% triton_mm_2871 0.1708 ms 78.9% triton_mm_2875 0.1751 ms 77.0% triton_mm_2872 0.1806 ms 74.6% triton_mm_2876 0.1870 ms 72.1% triton_mm_2874 0.1934 ms 69.7% SingleProcess AUTOTUNE benchmarking takes 2.4637 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_2964 0.0256 ms 100.0% triton_mm_2966 0.0256 ms 99.9% triton_mm_2970 0.0262 ms 97.7% triton_mm_2967 0.0265 ms 96.7% triton_mm_2965 0.0269 ms 95.0% triton_mm_2963 0.0272 ms 94.0% triton_mm_2960 0.0274 ms 93.5% triton_mm_2961 0.0275 ms 93.0% triton_mm_2971 0.0280 ms 91.4% triton_mm_2962 0.0283 ms 90.6% SingleProcess AUTOTUNE benchmarking takes 2.1407 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0403 ms 100.0% triton_mm_2946 0.0405 ms 99.4% triton_mm_2942 0.0423 ms 95.2% triton_mm_2950 0.0531 ms 75.8% triton_mm_2954 0.0691 ms 58.3% triton_mm_2941 0.0729 ms 55.2% triton_mm_2940 0.0789 ms 51.0% triton_mm_2945 0.0843 ms 47.7% triton_mm_2949 0.0860 ms 46.8% triton_mm_2939 0.0913 ms 44.1% SingleProcess AUTOTUNE benchmarking takes 2.1251 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5345 ms 100.0% triton_mm_2988 0.5428 ms 98.5% triton_mm_2989 0.5641 ms 94.8% triton_mm_2990 0.6101 ms 87.6% triton_mm_2983 0.6838 ms 78.2% triton_mm_2981 0.6894 ms 77.5% triton_mm_2985 0.6913 ms 77.3% triton_mm_2982 0.7196 ms 74.3% triton_mm_2986 0.7401 ms 72.2% triton_mm_2984 0.7767 ms 68.8% SingleProcess AUTOTUNE benchmarking takes 2.6027 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4932 ms 100.0% triton_mm_3026 0.5287 ms 93.3% triton_mm_3027 0.5375 ms 91.8% triton_mm_3028 0.5580 ms 88.4% triton_mm_3021 0.6679 ms 73.8% triton_mm_3019 0.6746 ms 73.1% triton_mm_3023 0.6836 ms 72.1% triton_mm_3022 0.6952 ms 70.9% triton_mm_3020 0.7410 ms 66.6% triton_mm_3024 0.7476 ms 66.0% SingleProcess AUTOTUNE benchmarking takes 2.6101 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5292 ms 100.0% triton_mm_3045 0.5603 ms 94.4% triton_mm_3046 0.5804 ms 91.2% triton_mm_3047 0.6062 ms 87.3% triton_mm_3040 0.6700 ms 79.0% triton_mm_3038 0.6798 ms 77.8% triton_mm_3042 0.6890 ms 76.8% triton_mm_3041 0.7214 ms 73.4% triton_mm_3043 0.7391 ms 71.6% triton_mm_3039 0.7534 ms 70.2% SingleProcess AUTOTUNE benchmarking takes 2.6013 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_3147 0.0261 ms 100.0% triton_mm_3149 0.0261 ms 99.9% triton_mm_3156 0.0262 ms 99.8% triton_mm_3153 0.0264 ms 98.8% triton_mm_3150 0.0267 ms 97.7% triton_mm_3152 0.0268 ms 97.4% triton_mm_3151 0.0269 ms 97.0% triton_mm_3146 0.0274 ms 95.4% triton_mm_3155 0.0280 ms 93.3% triton_mm_3157 0.0280 ms 93.3% SingleProcess AUTOTUNE benchmarking takes 2.1597 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0402 ms 100.0% triton_mm_3132 0.0417 ms 96.4% triton_mm_3128 0.0423 ms 95.0% triton_mm_3136 0.0531 ms 75.7% triton_mm_3140 0.0679 ms 59.2% triton_mm_3127 0.0723 ms 55.6% triton_mm_3126 0.0788 ms 51.0% triton_mm_3131 0.0844 ms 47.6% triton_mm_3135 0.0869 ms 46.3% triton_mm_3125 0.0919 ms 43.7% SingleProcess AUTOTUNE benchmarking takes 2.1488 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5353 ms 100.0% triton_mm_3174 0.5459 ms 98.1% triton_mm_3175 0.5635 ms 95.0% triton_mm_3176 0.6111 ms 87.6% triton_mm_3169 0.6839 ms 78.3% triton_mm_3167 0.6846 ms 78.2% triton_mm_3171 0.6853 ms 78.1% triton_mm_3168 0.7206 ms 74.3% triton_mm_3172 0.7398 ms 72.4% triton_mm_3170 0.7758 ms 69.0% SingleProcess AUTOTUNE benchmarking takes 2.6107 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4925 ms 100.0% triton_mm_3212 0.5277 ms 93.3% triton_mm_3213 0.5377 ms 91.6% triton_mm_3214 0.5578 ms 88.3% triton_mm_3207 0.6646 ms 74.1% triton_mm_3209 0.6760 ms 72.9% triton_mm_3205 0.6778 ms 72.7% triton_mm_3208 0.6972 ms 70.6% triton_mm_3206 0.7405 ms 66.5% triton_mm_3210 0.7468 ms 65.9% SingleProcess AUTOTUNE benchmarking takes 2.6108 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5294 ms 100.0% triton_mm_3231 0.5583 ms 94.8% triton_mm_3232 0.5817 ms 91.0% triton_mm_3233 0.6080 ms 87.1% triton_mm_3226 0.6767 ms 78.2% triton_mm_3224 0.6845 ms 77.3% triton_mm_3228 0.6892 ms 76.8% triton_mm_3227 0.7223 ms 73.3% triton_mm_3229 0.7451 ms 71.1% triton_mm_3225 0.7524 ms 70.4% SingleProcess AUTOTUNE benchmarking takes 2.6035 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0402 ms 100.0% triton_mm_3318 0.0404 ms 99.3% triton_mm_3314 0.0423 ms 94.9% triton_mm_3322 0.0542 ms 74.1% triton_mm_3326 0.0687 ms 58.5% triton_mm_3313 0.0728 ms 55.1% triton_mm_3312 0.0780 ms 51.5% triton_mm_3317 0.0843 ms 47.6% triton_mm_3321 0.0860 ms 46.7% triton_mm_3311 0.0920 ms 43.7% SingleProcess AUTOTUNE benchmarking takes 2.1504 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5343 ms 100.0% triton_mm_3360 0.5421 ms 98.6% triton_mm_3361 0.5686 ms 94.0% triton_mm_3362 0.6101 ms 87.6% triton_mm_3355 0.6727 ms 79.4% triton_mm_3353 0.6809 ms 78.5% triton_mm_3357 0.6864 ms 77.8% triton_mm_3354 0.7199 ms 74.2% triton_mm_3358 0.7487 ms 71.4% triton_mm_3356 0.7828 ms 68.3% SingleProcess AUTOTUNE benchmarking takes 2.6071 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4917 ms 100.0% triton_mm_3398 0.5286 ms 93.0% triton_mm_3399 0.5375 ms 91.5% triton_mm_3400 0.5576 ms 88.2% triton_mm_3391 0.6631 ms 74.2% triton_mm_3393 0.6671 ms 73.7% triton_mm_3395 0.6728 ms 73.1% triton_mm_3394 0.6960 ms 70.7% triton_mm_3392 0.7340 ms 67.0% triton_mm_3396 0.7475 ms 65.8% SingleProcess AUTOTUNE benchmarking takes 2.6111 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5292 ms 100.0% triton_mm_3417 0.5582 ms 94.8% triton_mm_3418 0.5812 ms 91.1% triton_mm_3419 0.6073 ms 87.1% triton_mm_3412 0.6673 ms 79.3% triton_mm_3414 0.6837 ms 77.4% triton_mm_3410 0.6851 ms 77.3% triton_mm_3413 0.7245 ms 73.0% triton_mm_3415 0.7385 ms 71.7% triton_mm_3411 0.7515 ms 70.4% SingleProcess AUTOTUNE benchmarking takes 2.6031 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4902 ms 100.0% triton_mm_3584 0.5262 ms 93.2% triton_mm_3585 0.5393 ms 90.9% triton_mm_3586 0.5585 ms 87.8% triton_mm_3579 0.6625 ms 74.0% triton_mm_3577 0.6734 ms 72.8% triton_mm_3581 0.6769 ms 72.4% triton_mm_3580 0.6951 ms 70.5% triton_mm_3578 0.7445 ms 65.8% triton_mm_3582 0.7542 ms 65.0% SingleProcess AUTOTUNE benchmarking takes 2.6114 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5279 ms 100.0% triton_mm_3603 0.5598 ms 94.3% triton_mm_3604 0.5801 ms 91.0% triton_mm_3605 0.6037 ms 87.4% triton_mm_3598 0.6659 ms 79.3% triton_mm_3600 0.6810 ms 77.5% triton_mm_3596 0.6837 ms 77.2% triton_mm_3599 0.7211 ms 73.2% triton_mm_3601 0.7382 ms 71.5% triton_mm_3597 0.7522 ms 70.2% SingleProcess AUTOTUNE benchmarking takes 2.6001 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4888 ms 100.0% triton_mm_3770 0.5278 ms 92.6% triton_mm_3771 0.5367 ms 91.1% triton_mm_3772 0.5569 ms 87.8% triton_mm_3765 0.6610 ms 74.0% triton_mm_3763 0.6611 ms 73.9% triton_mm_3767 0.6765 ms 72.2% triton_mm_3766 0.6954 ms 70.3% triton_mm_3764 0.7410 ms 66.0% triton_mm_3768 0.7471 ms 65.4% SingleProcess AUTOTUNE benchmarking takes 2.6078 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5287 ms 100.0% triton_mm_3789 0.5578 ms 94.8% triton_mm_3790 0.5790 ms 91.3% triton_mm_3791 0.6030 ms 87.7% triton_mm_3784 0.6784 ms 77.9% triton_mm_3786 0.6827 ms 77.4% triton_mm_3782 0.6830 ms 77.4% triton_mm_3785 0.7210 ms 73.3% triton_mm_3787 0.7380 ms 71.6% triton_mm_3783 0.7552 ms 70.0% SingleProcess AUTOTUNE benchmarking takes 2.5986 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4888 ms 100.0% triton_mm_3956 0.5286 ms 92.5% triton_mm_3957 0.5373 ms 91.0% triton_mm_3958 0.5568 ms 87.8% triton_mm_3949 0.6605 ms 74.0% triton_mm_3951 0.6611 ms 73.9% triton_mm_3953 0.6776 ms 72.1% triton_mm_3952 0.6947 ms 70.4% triton_mm_3950 0.7334 ms 66.6% triton_mm_3954 0.7459 ms 65.5% SingleProcess AUTOTUNE benchmarking takes 2.6085 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5266 ms 100.0% triton_mm_3975 0.5581 ms 94.3% triton_mm_3976 0.5780 ms 91.1% triton_mm_3977 0.6045 ms 87.1% triton_mm_3970 0.6639 ms 79.3% triton_mm_3968 0.6782 ms 77.6% triton_mm_3972 0.6880 ms 76.5% triton_mm_3971 0.7272 ms 72.4% triton_mm_3973 0.7381 ms 71.3% triton_mm_3969 0.7510 ms 70.1% SingleProcess AUTOTUNE benchmarking takes 2.6035 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5220 ms 100.0% triton_mm_4161 0.5564 ms 93.8% triton_mm_4162 0.5779 ms 90.3% triton_mm_4163 0.6014 ms 86.8% triton_mm_4156 0.6681 ms 78.1% triton_mm_4158 0.6782 ms 77.0% triton_mm_4154 0.6823 ms 76.5% triton_mm_4157 0.7201 ms 72.5% triton_mm_4159 0.7372 ms 70.8% triton_mm_4155 0.7512 ms 69.5% SingleProcess AUTOTUNE benchmarking takes 2.6129 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x768, 768x2048) triton_mm_5778 0.0992 ms 100.0% triton_mm_5779 0.1027 ms 96.5% triton_mm_5771 0.1175 ms 84.4% triton_mm_5773 0.1182 ms 83.9% triton_mm_5775 0.1185 ms 83.7% mm 0.1210 ms 82.0% triton_mm_5772 0.1276 ms 77.7% triton_mm_5780 0.1286 ms 77.1% triton_mm_5776 0.1320 ms 75.1% triton_mm_5774 0.1560 ms 63.6% SingleProcess AUTOTUNE benchmarking takes 10.5444 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x2048, 2048x2048) mm 0.2312 ms 100.0% triton_mm_5816 0.2318 ms 99.7% triton_mm_5817 0.2404 ms 96.2% triton_mm_5818 0.2554 ms 90.5% triton_mm_5809 0.2913 ms 79.4% triton_mm_5811 0.2920 ms 79.2% triton_mm_5813 0.2965 ms 78.0% triton_mm_5812 0.3168 ms 73.0% triton_mm_5810 0.3220 ms 71.8% triton_mm_5814 0.3285 ms 70.4% SingleProcess AUTOTUNE benchmarking takes 10.2170 seconds and 0.0000 seconds precompiling AUTOTUNE mm(2048x6864, 6864x2048) mm 0.2391 ms 100.0% triton_mm_5835 0.2773 ms 86.2% triton_mm_5836 0.2844 ms 84.1% triton_mm_5837 0.2911 ms 82.1% triton_mm_5832 0.3104 ms 77.0% triton_mm_5828 0.3108 ms 76.9% triton_mm_5831 0.3175 ms 75.3% triton_mm_5830 0.3203 ms 74.6% triton_mm_5833 0.3260 ms 73.3% triton_mm_5829 0.3319 ms 72.0% SingleProcess AUTOTUNE benchmarking takes 9.8399 seconds and 0.0000 seconds precompiling AUTOTUNE mm(2048x6864, 6864x1536) mm 0.1752 ms 100.0% triton_mm_5873 0.1840 ms 95.2% triton_mm_5874 0.1920 ms 91.2% triton_mm_5875 0.1974 ms 88.8% triton_mm_5869 0.2489 ms 70.4% triton_mm_5871 0.2572 ms 68.1% triton_mm_5867 0.2615 ms 67.0% triton_mm_5868 0.2660 ms 65.9% triton_mm_5870 0.2702 ms 64.8% triton_mm_5866 0.2716 ms 64.5% SingleProcess AUTOTUNE benchmarking takes 9.8926 seconds and 0.0000 seconds precompiling AUTOTUNE mm(768x6864, 6864x2048) mm 0.0960 ms 100.0% triton_mm_5799 0.0999 ms 96.1% triton_mm_5798 0.1095 ms 87.6% triton_mm_5792 0.1175 ms 81.7% triton_mm_5790 0.1227 ms 78.3% triton_mm_5794 0.1261 ms 76.1% triton_mm_5793 0.1268 ms 75.7% triton_mm_5795 0.1328 ms 72.3% triton_mm_5791 0.1359 ms 70.7% triton_mm_5797 0.1432 ms 67.0% SingleProcess AUTOTUNE benchmarking takes 9.7238 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x2048, 2048x1536) mm 0.1724 ms 100.0% triton_mm_5854 0.1798 ms 95.9% triton_mm_5855 0.1857 ms 92.9% triton_mm_5856 0.1968 ms 87.6% triton_mm_5849 0.2220 ms 77.7% triton_mm_5847 0.2239 ms 77.0% triton_mm_5851 0.2276 ms 75.8% triton_mm_5850 0.2446 ms 70.5% triton_mm_5848 0.2482 ms 69.5% triton_mm_5852 0.2516 ms 68.5% SingleProcess AUTOTUNE benchmarking takes 2.5010 seconds and 0.0010 seconds precompiling AUTOTUNE mm(1536x6840, 6840x28) mm 0.0384 ms 100.0% triton_mm_6996 0.0495 ms 77.5% triton_mm_7003 0.0496 ms 77.4% triton_mm_6994 0.0603 ms 63.7% triton_mm_6995 0.0660 ms 58.2% triton_mm_7002 0.0716 ms 53.6% triton_mm_6999 0.0746 ms 51.5% triton_mm_6993 0.0748 ms 51.4% triton_mm_7008 0.0748 ms 51.3% triton_mm_7001 0.0809 ms 47.4% SingleProcess AUTOTUNE benchmarking takes 6.8288 seconds and 0.0000 seconds precompiling /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): Validation Progress: 0%| | 0/44 [00:00 VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2207: UserWarning: Overwriting vit_tiny_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2216: UserWarning: Overwriting vit_small_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2225: UserWarning: Overwriting vit_small_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2234: UserWarning: Overwriting vit_small_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2243: UserWarning: Overwriting vit_small_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2252: UserWarning: Overwriting vit_small_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2261: UserWarning: Overwriting vit_base_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2271: UserWarning: Overwriting vit_base_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2281: UserWarning: Overwriting vit_base_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2291: UserWarning: Overwriting vit_base_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2301: UserWarning: Overwriting vit_base_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2311: UserWarning: Overwriting vit_large_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2320: UserWarning: Overwriting vit_large_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2330: UserWarning: Overwriting vit_large_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2340: UserWarning: Overwriting vit_large_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2350: UserWarning: Overwriting vit_large_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2359: UserWarning: Overwriting vit_huge_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2368: UserWarning: Overwriting vit_giant_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2377: UserWarning: Overwriting vit_gigantic_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2387: UserWarning: Overwriting vit_base_patch16_224_miil in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224_miil. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224_miil(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2398: UserWarning: Overwriting vit_medium_patch16_gap_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2410: UserWarning: Overwriting vit_medium_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2422: UserWarning: Overwriting vit_medium_patch16_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2434: UserWarning: Overwriting vit_betwixt_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2446: UserWarning: Overwriting vit_base_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2457: UserWarning: Overwriting vit_huge_patch14_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2468: UserWarning: Overwriting vit_huge_patch16_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch16_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch16_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2479: UserWarning: Overwriting vit_giant_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2491: UserWarning: Overwriting vit_xsmall_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_xsmall_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_xsmall_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2500: UserWarning: Overwriting vit_medium_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2510: UserWarning: Overwriting vit_medium_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2519: UserWarning: Overwriting vit_betwixt_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2529: UserWarning: Overwriting vit_base_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2540: UserWarning: Overwriting vit_base_patch32_clip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2551: UserWarning: Overwriting vit_base_patch32_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2562: UserWarning: Overwriting vit_base_patch32_clip_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2573: UserWarning: Overwriting vit_base_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2583: UserWarning: Overwriting vit_base_patch16_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2593: UserWarning: Overwriting vit_large_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2603: UserWarning: Overwriting vit_large_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2613: UserWarning: Overwriting vit_huge_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2623: UserWarning: Overwriting vit_huge_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2633: UserWarning: Overwriting vit_huge_patch14_clip_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2643: UserWarning: Overwriting vit_giant_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2656: UserWarning: Overwriting vit_gigantic_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2669: UserWarning: Overwriting vit_base_patch32_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2681: UserWarning: Overwriting vit_base_patch16_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2693: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2705: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2717: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2729: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2743: UserWarning: Overwriting vit_base_patch32_plus_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_plus_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_plus_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2753: UserWarning: Overwriting vit_base_patch16_plus_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_plus_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_plus_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2763: UserWarning: Overwriting vit_base_patch16_rpn_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_rpn_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_rpn_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2775: UserWarning: Overwriting vit_small_patch16_36x1_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_36x1_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_36x1_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2787: UserWarning: Overwriting vit_small_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2800: UserWarning: Overwriting vit_base_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2812: UserWarning: Overwriting eva_large_patch14_196 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_196. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_196(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2821: UserWarning: Overwriting eva_large_patch14_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2829: UserWarning: Overwriting flexivit_small in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_small. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_small(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2838: UserWarning: Overwriting flexivit_base in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_base. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_base(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2847: UserWarning: Overwriting flexivit_large in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_large. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_large(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2856: UserWarning: Overwriting vit_base_patch16_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2869: UserWarning: Overwriting vit_large_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2882: UserWarning: Overwriting vit_huge_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2895: UserWarning: Overwriting vit_small_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2905: UserWarning: Overwriting vit_base_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2915: UserWarning: Overwriting vit_large_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2925: UserWarning: Overwriting vit_giant_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2942: UserWarning: Overwriting vit_small_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2955: UserWarning: Overwriting vit_base_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2968: UserWarning: Overwriting vit_large_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2981: UserWarning: Overwriting vit_giant_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2998: UserWarning: Overwriting vit_base_patch16_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3008: UserWarning: Overwriting vit_base_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3018: UserWarning: Overwriting vit_base_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3028: UserWarning: Overwriting vit_base_patch16_siglip_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3038: UserWarning: Overwriting vit_large_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3048: UserWarning: Overwriting vit_large_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3058: UserWarning: Overwriting vit_so400m_patch14_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3068: UserWarning: Overwriting vit_so400m_patch14_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3078: UserWarning: Overwriting vit_base_patch16_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3089: UserWarning: Overwriting vit_base_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3100: UserWarning: Overwriting vit_base_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3111: UserWarning: Overwriting vit_base_patch16_siglip_gap_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3122: UserWarning: Overwriting vit_large_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3133: UserWarning: Overwriting vit_large_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3144: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3156: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3168: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3180: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_896 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_896. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_896(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3192: UserWarning: Overwriting vit_wee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_wee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_wee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3203: UserWarning: Overwriting vit_pwee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_pwee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_pwee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3214: UserWarning: Overwriting vit_little_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3225: UserWarning: Overwriting vit_little_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3236: UserWarning: Overwriting vit_medium_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3247: UserWarning: Overwriting vit_medium_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3258: UserWarning: Overwriting vit_mediumd_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_mediumd_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_mediumd_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3269: UserWarning: Overwriting vit_betwixt_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3280: UserWarning: Overwriting vit_betwixt_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3291: UserWarning: Overwriting vit_base_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3302: UserWarning: Overwriting vit_so150m_patch16_reg4_map_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_map_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_map_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3313: UserWarning: Overwriting vit_so150m_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/train.py:99: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature. checkpoint = torch.load(vae_ckpt, map_location="cpu") /home/user/VAR/utils/amp_sc.py:27: FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead. self.scaler = torch.cuda.amp.GradScaler(init_scale=2. ** 11, growth_interval=1000) if self.using_fp16_rather_bf16 else None # only fp16 needs a scaler wandb: Using wandb-core as the SDK backend. Please refer to https://wandb.me/wandb-core for more information. wandb: Currently logged in as: kaiqiu. Use `wandb login --relogin` to force relogin wandb: Tracking run with wandb version 0.18.3 wandb: Run data is saved locally in /home/user/VAR/wandb/run-20241125_080439-mw1euakh wandb: Run `wandb offline` to turn off syncing. wandb: Syncing run resilient-pine-548 wandb: View project at https://wandb.ai/kaiqiu/VAR wandb: View run at https://wandb.ai/kaiqiu/VAR/runs/mw1euakh /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2198: UserWarning: Overwriting vit_tiny_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2207: UserWarning: Overwriting vit_tiny_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2216: UserWarning: Overwriting vit_small_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2225: UserWarning: Overwriting vit_small_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2234: UserWarning: Overwriting vit_small_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2243: UserWarning: Overwriting vit_small_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2252: UserWarning: Overwriting vit_small_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2261: UserWarning: Overwriting vit_base_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2271: UserWarning: Overwriting vit_base_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2281: UserWarning: Overwriting vit_base_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2291: UserWarning: Overwriting vit_base_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2301: UserWarning: Overwriting vit_base_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2311: UserWarning: Overwriting vit_large_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2320: UserWarning: Overwriting vit_large_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2330: UserWarning: Overwriting vit_large_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2340: UserWarning: Overwriting vit_large_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2350: UserWarning: Overwriting vit_large_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2359: UserWarning: Overwriting vit_huge_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2368: UserWarning: Overwriting vit_giant_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2377: UserWarning: Overwriting vit_gigantic_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2387: UserWarning: Overwriting vit_base_patch16_224_miil in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224_miil. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224_miil(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2398: UserWarning: Overwriting vit_medium_patch16_gap_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2410: UserWarning: Overwriting vit_medium_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2422: UserWarning: Overwriting vit_medium_patch16_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2434: UserWarning: Overwriting vit_betwixt_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2446: UserWarning: Overwriting vit_base_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2457: UserWarning: Overwriting vit_huge_patch14_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2468: UserWarning: Overwriting vit_huge_patch16_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch16_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch16_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2479: UserWarning: Overwriting vit_giant_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2491: UserWarning: Overwriting vit_xsmall_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_xsmall_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_xsmall_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2500: UserWarning: Overwriting vit_medium_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2510: UserWarning: Overwriting vit_medium_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2519: UserWarning: Overwriting vit_betwixt_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2529: UserWarning: Overwriting vit_base_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2540: UserWarning: Overwriting vit_base_patch32_clip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2551: UserWarning: Overwriting vit_base_patch32_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2562: UserWarning: Overwriting vit_base_patch32_clip_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2573: UserWarning: Overwriting vit_base_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2583: UserWarning: Overwriting vit_base_patch16_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2593: UserWarning: Overwriting vit_large_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2603: UserWarning: Overwriting vit_large_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2613: UserWarning: Overwriting vit_huge_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2623: UserWarning: Overwriting vit_huge_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2633: UserWarning: Overwriting vit_huge_patch14_clip_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2643: UserWarning: Overwriting vit_giant_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2656: UserWarning: Overwriting vit_gigantic_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2669: UserWarning: Overwriting vit_base_patch32_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2681: UserWarning: Overwriting vit_base_patch16_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2693: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2705: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2717: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2729: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2743: UserWarning: Overwriting vit_base_patch32_plus_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_plus_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_plus_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2753: UserWarning: Overwriting vit_base_patch16_plus_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_plus_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_plus_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2763: UserWarning: Overwriting vit_base_patch16_rpn_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_rpn_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_rpn_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2775: UserWarning: Overwriting vit_small_patch16_36x1_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_36x1_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_36x1_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2787: UserWarning: Overwriting vit_small_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2800: UserWarning: Overwriting vit_base_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2812: UserWarning: Overwriting eva_large_patch14_196 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_196. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_196(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2821: UserWarning: Overwriting eva_large_patch14_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2829: UserWarning: Overwriting flexivit_small in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_small. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_small(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2838: UserWarning: Overwriting flexivit_base in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_base. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_base(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2847: UserWarning: Overwriting flexivit_large in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_large. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_large(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2856: UserWarning: Overwriting vit_base_patch16_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2869: UserWarning: Overwriting vit_large_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2882: UserWarning: Overwriting vit_huge_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2895: UserWarning: Overwriting vit_small_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2905: UserWarning: Overwriting vit_base_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2915: UserWarning: Overwriting vit_large_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2925: UserWarning: Overwriting vit_giant_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2942: UserWarning: Overwriting vit_small_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2955: UserWarning: Overwriting vit_base_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2968: UserWarning: Overwriting vit_large_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2981: UserWarning: Overwriting vit_giant_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2998: UserWarning: Overwriting vit_base_patch16_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3008: UserWarning: Overwriting vit_base_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3018: UserWarning: Overwriting vit_base_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3028: UserWarning: Overwriting vit_base_patch16_siglip_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3038: UserWarning: Overwriting vit_large_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3048: UserWarning: Overwriting vit_large_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3058: UserWarning: Overwriting vit_so400m_patch14_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3068: UserWarning: Overwriting vit_so400m_patch14_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3078: UserWarning: Overwriting vit_base_patch16_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3089: UserWarning: Overwriting vit_base_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3100: UserWarning: Overwriting vit_base_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3111: UserWarning: Overwriting vit_base_patch16_siglip_gap_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3122: UserWarning: Overwriting vit_large_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3133: UserWarning: Overwriting vit_large_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3144: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3156: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3168: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3180: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_896 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_896. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_896(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3192: UserWarning: Overwriting vit_wee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_wee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_wee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3203: UserWarning: Overwriting vit_pwee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_pwee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_pwee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3214: UserWarning: Overwriting vit_little_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3225: UserWarning: Overwriting vit_little_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3236: UserWarning: Overwriting vit_medium_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3247: UserWarning: Overwriting vit_medium_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3258: UserWarning: Overwriting vit_mediumd_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_mediumd_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_mediumd_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3269: UserWarning: Overwriting vit_betwixt_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3280: UserWarning: Overwriting vit_betwixt_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3291: UserWarning: Overwriting vit_base_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3302: UserWarning: Overwriting vit_so150m_patch16_reg4_map_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_map_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_map_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3313: UserWarning: Overwriting vit_so150m_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/train.py:99: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature. checkpoint = torch.load(vae_ckpt, map_location="cpu") /home/user/VAR/utils/amp_sc.py:27: FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead. self.scaler = torch.cuda.amp.GradScaler(init_scale=2. ** 11, growth_interval=1000) if self.using_fp16_rather_bf16 else None # only fp16 needs a scaler /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(6840x28, 28x1536) triton_mm_7 0.0326 ms 100.0% triton_mm_6 0.0329 ms 99.3% triton_mm_8 0.0329 ms 99.2% triton_mm_11 0.0331 ms 98.6% triton_mm_9 0.0344 ms 95.0% triton_mm_12 0.0354 ms 92.1% triton_mm_15 0.0360 ms 90.7% triton_mm_4 0.0361 ms 90.3% triton_mm_3 0.0364 ms 89.6% triton_mm_2 0.0368 ms 88.8% SingleProcess AUTOTUNE benchmarking takes 2.2063 seconds and 0.0200 seconds precompiling AUTOTUNE addmm(24x9216, 24x1536, 1536x9216) triton_mm_29 0.0350 ms 100.0% triton_mm_33 0.0359 ms 97.7% triton_mm_28 0.0369 ms 95.1% triton_mm_25 0.0372 ms 94.1% triton_mm_18 0.0374 ms 93.8% triton_mm_24 0.0376 ms 93.3% triton_mm_21 0.0377 ms 92.9% bias_addmm 0.0382 ms 91.7% triton_mm_19 0.0421 ms 83.2% triton_mm_31 0.0422 ms 83.0% SingleProcess AUTOTUNE benchmarking takes 2.1811 seconds and 0.0009 seconds precompiling AUTOTUNE addmm(6864x4608, 6864x1536, 1536x4608) triton_mm_51 0.4232 ms 100.0% triton_mm_50 0.4251 ms 99.5% triton_mm_52 0.4709 ms 89.9% triton_mm_45 0.5026 ms 84.2% addmm 0.5254 ms 80.5% triton_mm_43 0.5278 ms 80.2% triton_mm_47 0.5287 ms 80.0% triton_mm_44 0.5851 ms 72.3% triton_mm_46 0.5931 ms 71.4% triton_mm_48 0.5986 ms 70.7% SingleProcess AUTOTUNE benchmarking takes 2.6443 seconds and 0.0413 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x1536, 1536x1536) triton_mm_70 0.1418 ms 100.0% triton_mm_69 0.1426 ms 99.5% triton_mm_71 0.1564 ms 90.7% bias_addmm 0.1594 ms 89.0% triton_mm_64 0.1708 ms 83.0% addmm 0.1711 ms 82.9% triton_mm_66 0.1769 ms 80.2% triton_mm_62 0.1771 ms 80.1% triton_mm_63 0.1954 ms 72.6% triton_mm_67 0.2006 ms 70.7% SingleProcess AUTOTUNE benchmarking takes 2.5732 seconds and 0.0010 seconds precompiling AUTOTUNE addmm(6864x6144, 6864x1536, 1536x6144) triton_mm_89 0.5712 ms 100.0% triton_mm_88 0.5739 ms 99.5% triton_mm_90 0.6406 ms 89.2% triton_mm_83 0.6793 ms 84.1% triton_mm_85 0.7177 ms 79.6% triton_mm_81 0.7177 ms 79.6% triton_mm_84 0.8016 ms 71.3% triton_mm_82 0.8022 ms 71.2% addmm 0.8080 ms 70.7% triton_mm_86 0.8110 ms 70.4% SingleProcess AUTOTUNE benchmarking takes 2.7376 seconds and 0.5754 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_108 0.5266 ms 100.0% triton_mm_107 0.5483 ms 96.0% triton_mm_109 0.5646 ms 93.3% addmm 0.5652 ms 93.2% bias_addmm 0.6066 ms 86.8% triton_mm_102 0.6567 ms 80.2% triton_mm_100 0.6801 ms 77.4% triton_mm_104 0.6818 ms 77.2% triton_mm_103 0.7010 ms 75.1% triton_mm_105 0.7732 ms 68.1% SingleProcess AUTOTUNE benchmarking takes 2.7407 seconds and 0.1973 seconds precompiling AUTOTUNE addmm(24x9216, 24x1536, 1536x9216) triton_mm_121 0.0355 ms 100.0% triton_mm_122 0.0359 ms 98.9% triton_mm_126 0.0359 ms 98.9% triton_mm_117 0.0363 ms 97.9% triton_mm_114 0.0368 ms 96.4% bias_addmm 0.0369 ms 96.3% triton_mm_118 0.0373 ms 95.2% triton_mm_111 0.0373 ms 95.0% triton_mm_112 0.0421 ms 84.3% addmm 0.0424 ms 83.7% SingleProcess AUTOTUNE benchmarking takes 2.2027 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_201 0.5253 ms 100.0% triton_mm_200 0.5483 ms 95.8% triton_mm_202 0.5615 ms 93.5% addmm 0.6018 ms 87.3% bias_addmm 0.6075 ms 86.5% triton_mm_195 0.6559 ms 80.1% triton_mm_197 0.6831 ms 76.9% triton_mm_193 0.6988 ms 75.2% triton_mm_196 0.7009 ms 75.0% triton_mm_198 0.7719 ms 68.1% SingleProcess AUTOTUNE benchmarking takes 2.7204 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(24x9216, 24x1536, 1536x9216) triton_mm_219 0.0352 ms 100.0% triton_mm_214 0.0356 ms 98.8% triton_mm_215 0.0358 ms 98.3% triton_mm_211 0.0365 ms 96.2% triton_mm_207 0.0370 ms 95.2% triton_mm_210 0.0374 ms 94.1% triton_mm_204 0.0377 ms 93.3% bias_addmm 0.0399 ms 88.2% triton_mm_205 0.0416 ms 84.6% triton_mm_217 0.0422 ms 83.4% SingleProcess AUTOTUNE benchmarking takes 2.1875 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_387 0.5260 ms 100.0% triton_mm_386 0.5469 ms 96.2% triton_mm_388 0.5626 ms 93.5% addmm 0.6019 ms 87.4% bias_addmm 0.6073 ms 86.6% triton_mm_381 0.6652 ms 79.1% triton_mm_379 0.6808 ms 77.3% triton_mm_383 0.6821 ms 77.1% triton_mm_382 0.7019 ms 74.9% triton_mm_384 0.7642 ms 68.8% SingleProcess AUTOTUNE benchmarking takes 2.7287 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_480 0.5280 ms 100.0% triton_mm_479 0.5471 ms 96.5% triton_mm_481 0.5633 ms 93.7% addmm 0.6015 ms 87.8% bias_addmm 0.6066 ms 87.0% triton_mm_474 0.6566 ms 80.4% triton_mm_472 0.6827 ms 77.3% triton_mm_476 0.6830 ms 77.3% triton_mm_475 0.6940 ms 76.1% triton_mm_477 0.7703 ms 68.5% SingleProcess AUTOTUNE benchmarking takes 2.7314 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_573 0.5286 ms 100.0% triton_mm_572 0.5472 ms 96.6% triton_mm_574 0.5625 ms 94.0% addmm 0.5661 ms 93.4% bias_addmm 0.6072 ms 87.1% triton_mm_567 0.6597 ms 80.1% triton_mm_565 0.6816 ms 77.6% triton_mm_569 0.6822 ms 77.5% triton_mm_568 0.6996 ms 75.6% triton_mm_570 0.7716 ms 68.5% SingleProcess AUTOTUNE benchmarking takes 2.7340 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x2048, 6864x1536, 1536x2048) triton_mm_591 0.1871 ms 100.0% triton_mm_592 0.1874 ms 99.8% triton_mm_593 0.2076 ms 90.1% triton_mm_586 0.2239 ms 83.6% triton_mm_584 0.2321 ms 80.6% triton_mm_588 0.2342 ms 79.9% bias_addmm 0.2395 ms 78.1% addmm 0.2511 ms 74.5% triton_mm_585 0.2573 ms 72.7% triton_mm_589 0.2638 ms 70.9% SingleProcess AUTOTUNE benchmarking takes 2.5579 seconds and 0.0303 seconds precompiling AUTOTUNE addmm(6864x2048, 6864x2048, 2048x2048) triton_mm_611 0.2423 ms 100.0% triton_mm_610 0.2437 ms 99.4% bias_addmm 0.2608 ms 92.9% triton_mm_612 0.2657 ms 91.2% triton_mm_605 0.2953 ms 82.1% triton_mm_607 0.2997 ms 80.9% addmm 0.3010 ms 80.5% triton_mm_603 0.3025 ms 80.1% triton_mm_606 0.3304 ms 73.3% triton_mm_608 0.3464 ms 70.0% SingleProcess AUTOTUNE benchmarking takes 2.6399 seconds and 0.0010 seconds precompiling AUTOTUNE mm(6864x2048, 2048x768) mm 0.0913 ms 100.0% triton_mm_630 0.0938 ms 97.3% triton_mm_631 0.0992 ms 92.0% triton_mm_629 0.0998 ms 91.4% triton_mm_624 0.1112 ms 82.1% triton_mm_622 0.1141 ms 80.0% triton_mm_626 0.1147 ms 79.6% triton_mm_625 0.1274 ms 71.6% triton_mm_627 0.1332 ms 68.5% triton_mm_623 0.1335 ms 68.4% SingleProcess AUTOTUNE benchmarking takes 2.4244 seconds and 0.0009 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_723 0.5272 ms 100.0% triton_mm_722 0.5464 ms 96.5% triton_mm_724 0.5611 ms 94.0% addmm 0.6013 ms 87.7% bias_addmm 0.6076 ms 86.8% triton_mm_717 0.6658 ms 79.2% triton_mm_719 0.6808 ms 77.4% triton_mm_715 0.6832 ms 77.2% triton_mm_718 0.7001 ms 75.3% triton_mm_720 0.7705 ms 68.4% SingleProcess AUTOTUNE benchmarking takes 2.7321 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_816 0.5288 ms 100.0% triton_mm_815 0.5469 ms 96.7% triton_mm_817 0.5623 ms 94.0% addmm 0.5661 ms 93.4% bias_addmm 0.6111 ms 86.5% triton_mm_810 0.6651 ms 79.5% triton_mm_812 0.6799 ms 77.8% triton_mm_808 0.6825 ms 77.5% triton_mm_811 0.6954 ms 76.0% triton_mm_813 0.7715 ms 68.5% SingleProcess AUTOTUNE benchmarking takes 2.7332 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_909 0.5265 ms 100.0% triton_mm_908 0.5463 ms 96.4% addmm 0.5643 ms 93.3% triton_mm_910 0.5651 ms 93.2% bias_addmm 0.6108 ms 86.2% triton_mm_903 0.6605 ms 79.7% triton_mm_905 0.6825 ms 77.1% triton_mm_901 0.6826 ms 77.1% triton_mm_904 0.6973 ms 75.5% triton_mm_906 0.7666 ms 68.7% SingleProcess AUTOTUNE benchmarking takes 2.7414 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_1002 0.5307 ms 100.0% triton_mm_1001 0.5469 ms 97.0% triton_mm_1003 0.5633 ms 94.2% addmm 0.5660 ms 93.8% bias_addmm 0.6065 ms 87.5% triton_mm_996 0.6564 ms 80.9% triton_mm_998 0.6826 ms 77.7% triton_mm_994 0.6830 ms 77.7% triton_mm_997 0.7027 ms 75.5% triton_mm_999 0.7666 ms 69.2% SingleProcess AUTOTUNE benchmarking takes 2.7305 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x1536, 1536x3072) triton_mm_2318 0.0174 ms 100.0% triton_mm_2314 0.0177 ms 98.5% triton_mm_2310 0.0177 ms 98.2% triton_mm_2322 0.0192 ms 90.7% mm 0.0198 ms 88.0% triton_mm_2313 0.0221 ms 78.7% triton_mm_2309 0.0223 ms 78.1% triton_mm_2317 0.0228 ms 76.2% triton_mm_2308 0.0237 ms 73.3% triton_mm_2307 0.0250 ms 69.7% SingleProcess AUTOTUNE benchmarking takes 7.2253 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x32768, 6864x1536, 1536x32768) triton_mm_2340 3.0381 ms 100.0% bias_addmm 3.0768 ms 98.7% triton_mm_2339 3.0955 ms 98.1% triton_mm_2341 3.3998 ms 89.4% triton_mm_2334 3.7001 ms 82.1% addmm 3.7149 ms 81.8% triton_mm_2336 3.8016 ms 79.9% triton_mm_2332 3.9302 ms 77.3% triton_mm_2335 4.2794 ms 71.0% triton_mm_2337 4.3075 ms 70.5% SingleProcess AUTOTUNE benchmarking takes 12.2497 seconds and 0.0000 seconds precompiling /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(32768x6864, 6864x1536) mm 2.7579 ms 100.0% triton_mm_2377 2.8151 ms 98.0% triton_mm_2378 2.9148 ms 94.6% triton_mm_2379 3.0586 ms 90.2% triton_mm_2372 3.6334 ms 75.9% triton_mm_2370 3.6395 ms 75.8% triton_mm_2374 3.7188 ms 74.2% triton_mm_2373 3.8048 ms 72.5% triton_mm_2375 3.9152 ms 70.4% triton_mm_2371 4.0031 ms 68.9% SingleProcess AUTOTUNE benchmarking takes 9.9360 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5344 ms 100.0% triton_mm_2449 0.5595 ms 95.5% triton_mm_2450 0.5765 ms 92.7% triton_mm_2451 0.5978 ms 89.4% triton_mm_2444 0.6654 ms 80.3% triton_mm_2446 0.6790 ms 78.7% triton_mm_2442 0.6808 ms 78.5% triton_mm_2445 0.7099 ms 75.3% triton_mm_2447 0.7303 ms 73.2% triton_mm_2443 0.7447 ms 71.8% SingleProcess AUTOTUNE benchmarking takes 9.7860 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3072x24, 24x1536) triton_mm_2405 0.0141 ms 100.0% triton_mm_2409 0.0144 ms 98.0% triton_mm_2402 0.0147 ms 96.5% triton_mm_2408 0.0147 ms 96.5% triton_mm_2403 0.0150 ms 94.0% triton_mm_2407 0.0154 ms 91.7% triton_mm_2404 0.0156 ms 90.6% triton_mm_2410 0.0157 ms 90.2% triton_mm_2406 0.0158 ms 89.7% triton_mm_2413 0.0159 ms 88.9% SingleProcess AUTOTUNE benchmarking takes 5.7820 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x3072, 3072x1536) triton_mm_2384 0.0187 ms 100.0% triton_mm_2388 0.0212 ms 88.4% mm 0.0219 ms 85.3% triton_mm_2392 0.0246 ms 75.9% triton_mm_2396 0.0284 ms 65.8% triton_mm_2382 0.0304 ms 61.5% triton_mm_2383 0.0304 ms 61.5% triton_mm_2387 0.0327 ms 57.1% triton_mm_2391 0.0331 ms 56.4% triton_mm_2381 0.0348 ms 53.7% SingleProcess AUTOTUNE benchmarking takes 7.1549 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x32768, 32768x1536) mm 2.6391 ms 100.0% triton_mm_2358 2.8593 ms 92.3% triton_mm_2359 2.8816 ms 91.6% triton_mm_2360 2.9723 ms 88.8% triton_mm_2354 3.6820 ms 71.7% triton_mm_2351 3.7175 ms 71.0% triton_mm_2353 3.8102 ms 69.3% triton_mm_2352 3.9425 ms 66.9% triton_mm_2355 3.9985 ms 66.0% triton_mm_2356 4.0518 ms 65.1% SingleProcess AUTOTUNE benchmarking takes 10.2117 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) triton_mm_2430 0.5419 ms 100.0% mm 0.5477 ms 98.9% triton_mm_2431 0.5613 ms 96.6% triton_mm_2432 0.6041 ms 89.7% triton_mm_2423 0.6703 ms 80.8% triton_mm_2427 0.6803 ms 79.7% triton_mm_2425 0.6823 ms 79.4% triton_mm_2424 0.7157 ms 75.7% triton_mm_2428 0.7351 ms 73.7% triton_mm_2426 0.7703 ms 70.3% SingleProcess AUTOTUNE benchmarking takes 10.8352 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4944 ms 100.0% triton_mm_2468 0.5252 ms 94.1% triton_mm_2469 0.5341 ms 92.6% triton_mm_2470 0.5546 ms 89.1% triton_mm_2461 0.6466 ms 76.5% triton_mm_2463 0.6529 ms 75.7% triton_mm_2465 0.6657 ms 74.3% triton_mm_2464 0.6957 ms 71.1% triton_mm_2462 0.7273 ms 68.0% triton_mm_2466 0.7436 ms 66.5% SingleProcess AUTOTUNE benchmarking takes 9.6840 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5231 ms 100.0% triton_mm_2487 0.5572 ms 93.9% triton_mm_2488 0.5762 ms 90.8% triton_mm_2482 0.6607 ms 79.2% triton_mm_2480 0.6622 ms 79.0% triton_mm_2484 0.6641 ms 78.8% triton_mm_2489 0.6713 ms 77.9% triton_mm_2483 0.7148 ms 73.2% triton_mm_2485 0.7319 ms 71.5% triton_mm_2481 0.7420 ms 70.5% SingleProcess AUTOTUNE benchmarking takes 9.8790 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x4608, 4608x1536) triton_mm_2544 0.3923 ms 100.0% triton_mm_2545 0.4039 ms 97.1% mm 0.4200 ms 93.4% triton_mm_2546 0.4205 ms 93.3% triton_mm_2539 0.4865 ms 80.6% triton_mm_2537 0.4897 ms 80.1% triton_mm_2541 0.4984 ms 78.7% triton_mm_2540 0.5145 ms 76.3% triton_mm_2538 0.5449 ms 72.0% triton_mm_2542 0.5581 ms 70.3% SingleProcess AUTOTUNE benchmarking takes 9.7779 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x6864, 6864x1536) mm 0.3639 ms 100.0% triton_mm_2563 0.3818 ms 95.3% triton_mm_2564 0.3929 ms 92.6% triton_mm_2565 0.4093 ms 88.9% triton_mm_2558 0.4919 ms 74.0% triton_mm_2556 0.5029 ms 72.4% triton_mm_2560 0.5071 ms 71.8% triton_mm_2559 0.5304 ms 68.6% triton_mm_2561 0.5360 ms 67.9% triton_mm_2557 0.5425 ms 67.1% SingleProcess AUTOTUNE benchmarking takes 9.9807 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1459 ms 100.0% triton_mm_2522 0.1692 ms 86.2% triton_mm_2518 0.1701 ms 85.8% triton_mm_2525 0.1748 ms 83.5% triton_mm_2520 0.1841 ms 79.2% triton_mm_2526 0.1876 ms 77.8% triton_mm_2521 0.1889 ms 77.2% triton_mm_2527 0.1913 ms 76.3% triton_mm_2523 0.1995 ms 73.2% triton_mm_2519 0.2023 ms 72.1% SingleProcess AUTOTUNE benchmarking takes 2.4749 seconds and 0.0009 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1324 ms 100.0% triton_mm_2506 0.1354 ms 97.7% triton_mm_2507 0.1418 ms 93.4% triton_mm_2508 0.1509 ms 87.7% triton_mm_2501 0.1683 ms 78.7% triton_mm_2499 0.1684 ms 78.6% triton_mm_2503 0.1708 ms 77.5% triton_mm_2500 0.1784 ms 74.2% triton_mm_2504 0.1855 ms 71.4% triton_mm_2502 0.1938 ms 68.3% SingleProcess AUTOTUNE benchmarking takes 10.6269 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_2595 0.0251 ms 100.0% triton_mm_2589 0.0261 ms 96.1% triton_mm_2594 0.0267 ms 94.1% triton_mm_2592 0.0267 ms 94.0% triton_mm_2593 0.0268 ms 93.6% triton_mm_2598 0.0271 ms 92.8% triton_mm_2591 0.0273 ms 92.1% triton_mm_2588 0.0274 ms 91.6% triton_mm_2597 0.0279 ms 90.1% triton_mm_2599 0.0279 ms 90.1% SingleProcess AUTOTUNE benchmarking takes 5.7812 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5338 ms 100.0% triton_mm_2635 0.5576 ms 95.7% triton_mm_2636 0.5784 ms 92.3% triton_mm_2637 0.6002 ms 88.9% triton_mm_2630 0.6638 ms 80.4% triton_mm_2628 0.6723 ms 79.4% triton_mm_2632 0.6791 ms 78.6% triton_mm_2631 0.7155 ms 74.6% triton_mm_2633 0.7283 ms 73.3% triton_mm_2629 0.7515 ms 71.0% SingleProcess AUTOTUNE benchmarking takes 2.5987 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0404 ms 100.0% triton_mm_2574 0.0404 ms 100.0% triton_mm_2570 0.0422 ms 95.6% triton_mm_2578 0.0542 ms 74.4% triton_mm_2582 0.0681 ms 59.3% triton_mm_2569 0.0725 ms 55.6% triton_mm_2568 0.0786 ms 51.3% triton_mm_2573 0.0847 ms 47.6% triton_mm_2577 0.0866 ms 46.6% triton_mm_2567 0.0915 ms 44.1% SingleProcess AUTOTUNE benchmarking takes 6.5849 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4956 ms 100.0% triton_mm_2654 0.5257 ms 94.3% triton_mm_2655 0.5359 ms 92.5% triton_mm_2656 0.5557 ms 89.2% triton_mm_2647 0.6609 ms 75.0% triton_mm_2649 0.6615 ms 74.9% triton_mm_2651 0.6636 ms 74.7% triton_mm_2650 0.6921 ms 71.6% triton_mm_2648 0.7346 ms 67.5% triton_mm_2652 0.7473 ms 66.3% SingleProcess AUTOTUNE benchmarking takes 2.5960 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5261 ms 100.0% triton_mm_2673 0.5566 ms 94.5% triton_mm_2674 0.5769 ms 91.2% triton_mm_2675 0.6021 ms 87.4% triton_mm_2668 0.6706 ms 78.5% triton_mm_2666 0.6720 ms 78.3% triton_mm_2670 0.6781 ms 77.6% triton_mm_2669 0.7145 ms 73.6% triton_mm_2671 0.7320 ms 71.9% triton_mm_2667 0.7508 ms 70.1% SingleProcess AUTOTUNE benchmarking takes 2.6046 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x4608, 4608x1536) mm 0.3718 ms 100.0% triton_mm_2730 0.3933 ms 94.5% triton_mm_2731 0.4040 ms 92.0% triton_mm_2732 0.4214 ms 88.2% triton_mm_2725 0.4896 ms 75.9% triton_mm_2723 0.4967 ms 74.8% triton_mm_2727 0.5004 ms 74.3% triton_mm_2726 0.5179 ms 71.8% triton_mm_2724 0.5499 ms 67.6% triton_mm_2728 0.5610 ms 66.3% SingleProcess AUTOTUNE benchmarking takes 2.5675 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x6864, 6864x1536) mm 0.3635 ms 100.0% triton_mm_2749 0.3846 ms 94.5% triton_mm_2750 0.3957 ms 91.8% triton_mm_2751 0.4119 ms 88.2% triton_mm_2744 0.4948 ms 73.5% triton_mm_2742 0.5047 ms 72.0% triton_mm_2746 0.5100 ms 71.3% triton_mm_2745 0.5337 ms 68.1% triton_mm_2747 0.5394 ms 67.4% triton_mm_2743 0.5461 ms 66.6% SingleProcess AUTOTUNE benchmarking takes 2.5664 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1474 ms 100.0% triton_mm_2704 0.1704 ms 86.5% triton_mm_2708 0.1704 ms 86.5% triton_mm_2711 0.1742 ms 84.6% triton_mm_2706 0.1849 ms 79.7% triton_mm_2712 0.1885 ms 78.2% triton_mm_2707 0.1894 ms 77.8% triton_mm_2713 0.1924 ms 76.6% triton_mm_2709 0.1999 ms 73.7% triton_mm_2705 0.2023 ms 72.9% SingleProcess AUTOTUNE benchmarking takes 2.4739 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1329 ms 100.0% triton_mm_2692 0.1366 ms 97.3% triton_mm_2693 0.1419 ms 93.7% triton_mm_2694 0.1505 ms 88.3% triton_mm_2687 0.1695 ms 78.4% triton_mm_2685 0.1701 ms 78.1% triton_mm_2689 0.1708 ms 77.8% triton_mm_2686 0.1795 ms 74.0% triton_mm_2690 0.1864 ms 71.3% triton_mm_2688 0.1951 ms 68.1% SingleProcess AUTOTUNE benchmarking takes 2.4700 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_2781 0.0251 ms 100.0% triton_mm_2780 0.0256 ms 98.2% triton_mm_2778 0.0267 ms 94.1% triton_mm_2784 0.0271 ms 92.8% triton_mm_2775 0.0272 ms 92.2% triton_mm_2777 0.0272 ms 92.2% triton_mm_2783 0.0278 ms 90.2% triton_mm_2779 0.0280 ms 89.7% triton_mm_2774 0.0283 ms 88.8% triton_mm_2782 0.0284 ms 88.5% SingleProcess AUTOTUNE benchmarking takes 2.1278 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5295 ms 100.0% triton_mm_2821 0.5615 ms 94.3% triton_mm_2822 0.5795 ms 91.4% triton_mm_2823 0.6013 ms 88.1% triton_mm_2816 0.6650 ms 79.6% triton_mm_2814 0.6796 ms 77.9% triton_mm_2818 0.6869 ms 77.1% triton_mm_2817 0.7172 ms 73.8% triton_mm_2819 0.7350 ms 72.0% triton_mm_2815 0.7518 ms 70.4% SingleProcess AUTOTUNE benchmarking takes 2.6020 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0403 ms 100.0% triton_mm_2760 0.0404 ms 99.8% triton_mm_2756 0.0423 ms 95.3% triton_mm_2764 0.0529 ms 76.2% triton_mm_2768 0.0677 ms 59.5% triton_mm_2755 0.0718 ms 56.1% triton_mm_2754 0.0786 ms 51.3% triton_mm_2759 0.0846 ms 47.6% triton_mm_2763 0.0866 ms 46.5% triton_mm_2753 0.0916 ms 44.0% SingleProcess AUTOTUNE benchmarking takes 2.1208 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4921 ms 100.0% triton_mm_2840 0.5268 ms 93.4% triton_mm_2841 0.5399 ms 91.1% triton_mm_2842 0.5620 ms 87.6% triton_mm_2833 0.6613 ms 74.4% triton_mm_2835 0.6622 ms 74.3% triton_mm_2837 0.6710 ms 73.3% triton_mm_2836 0.7008 ms 70.2% triton_mm_2834 0.7416 ms 66.4% triton_mm_2838 0.7568 ms 65.0% SingleProcess AUTOTUNE benchmarking takes 2.6066 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5260 ms 100.0% triton_mm_2859 0.5589 ms 94.1% triton_mm_2860 0.5791 ms 90.8% triton_mm_2861 0.6052 ms 86.9% triton_mm_2854 0.6592 ms 79.8% triton_mm_2852 0.6674 ms 78.8% triton_mm_2856 0.6674 ms 78.8% triton_mm_2855 0.7160 ms 73.5% triton_mm_2857 0.7365 ms 71.4% triton_mm_2853 0.7515 ms 70.0% SingleProcess AUTOTUNE benchmarking takes 2.6053 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1462 ms 100.0% triton_mm_2890 0.1692 ms 86.4% triton_mm_2894 0.1714 ms 85.3% triton_mm_2897 0.1752 ms 83.5% triton_mm_2892 0.1845 ms 79.2% triton_mm_2898 0.1877 ms 77.9% triton_mm_2893 0.1902 ms 76.9% triton_mm_2899 0.1916 ms 76.3% triton_mm_2895 0.2011 ms 72.7% triton_mm_2891 0.2013 ms 72.6% SingleProcess AUTOTUNE benchmarking takes 2.4759 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1340 ms 100.0% triton_mm_2878 0.1366 ms 98.1% triton_mm_2879 0.1420 ms 94.3% triton_mm_2880 0.1516 ms 88.4% triton_mm_2871 0.1686 ms 79.4% triton_mm_2873 0.1688 ms 79.4% triton_mm_2875 0.1705 ms 78.6% triton_mm_2872 0.1780 ms 75.3% triton_mm_2876 0.1860 ms 72.0% triton_mm_2874 0.1932 ms 69.4% SingleProcess AUTOTUNE benchmarking takes 2.4630 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_2967 0.0252 ms 100.0% triton_mm_2964 0.0256 ms 98.3% triton_mm_2966 0.0257 ms 98.1% triton_mm_2970 0.0260 ms 97.0% triton_mm_2961 0.0263 ms 95.9% triton_mm_2963 0.0263 ms 95.9% triton_mm_2965 0.0269 ms 93.5% triton_mm_2962 0.0282 ms 89.2% triton_mm_2960 0.0286 ms 88.1% triton_mm_2968 0.0286 ms 88.1% SingleProcess AUTOTUNE benchmarking takes 2.1253 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5292 ms 100.0% triton_mm_3007 0.5620 ms 94.2% triton_mm_3008 0.5801 ms 91.2% triton_mm_3009 0.6039 ms 87.6% triton_mm_3002 0.6771 ms 78.2% triton_mm_3004 0.6800 ms 77.8% triton_mm_3000 0.6804 ms 77.8% triton_mm_3003 0.7160 ms 73.9% triton_mm_3005 0.7361 ms 71.9% triton_mm_3001 0.7511 ms 70.5% SingleProcess AUTOTUNE benchmarking takes 2.6044 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0404 ms 100.0% triton_mm_2946 0.0404 ms 100.0% triton_mm_2942 0.0422 ms 95.7% triton_mm_2950 0.0531 ms 76.1% triton_mm_2954 0.0681 ms 59.3% triton_mm_2941 0.0718 ms 56.2% triton_mm_2940 0.0788 ms 51.3% triton_mm_2945 0.0840 ms 48.1% triton_mm_2949 0.0859 ms 47.0% triton_mm_2939 0.0917 ms 44.1% SingleProcess AUTOTUNE benchmarking takes 2.1217 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4928 ms 100.0% triton_mm_3026 0.5258 ms 93.7% triton_mm_3027 0.5411 ms 91.1% triton_mm_3028 0.5664 ms 87.0% triton_mm_3019 0.6550 ms 75.2% triton_mm_3021 0.6563 ms 75.1% triton_mm_3023 0.6713 ms 73.4% triton_mm_3022 0.7068 ms 69.7% triton_mm_3020 0.7337 ms 67.2% triton_mm_3024 0.7485 ms 65.8% SingleProcess AUTOTUNE benchmarking takes 2.5995 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5278 ms 100.0% triton_mm_3045 0.5587 ms 94.5% triton_mm_3046 0.5794 ms 91.1% triton_mm_3047 0.6045 ms 87.3% triton_mm_3038 0.6678 ms 79.0% triton_mm_3040 0.6757 ms 78.1% triton_mm_3042 0.6793 ms 77.7% triton_mm_3041 0.7163 ms 73.7% triton_mm_3043 0.7399 ms 71.3% triton_mm_3039 0.7543 ms 70.0% SingleProcess AUTOTUNE benchmarking takes 2.6038 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1453 ms 100.0% triton_mm_3080 0.1703 ms 85.3% triton_mm_3076 0.1705 ms 85.2% triton_mm_3083 0.1750 ms 83.0% triton_mm_3078 0.1849 ms 78.6% triton_mm_3084 0.1878 ms 77.4% triton_mm_3079 0.1895 ms 76.7% triton_mm_3085 0.1916 ms 75.8% triton_mm_3081 0.1999 ms 72.7% triton_mm_3077 0.2024 ms 71.8% SingleProcess AUTOTUNE benchmarking takes 2.4746 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1330 ms 100.0% triton_mm_3064 0.1371 ms 97.0% triton_mm_3065 0.1424 ms 93.4% triton_mm_3066 0.1509 ms 88.1% triton_mm_3059 0.1693 ms 78.5% triton_mm_3057 0.1697 ms 78.3% triton_mm_3061 0.1708 ms 77.9% triton_mm_3058 0.1791 ms 74.2% triton_mm_3062 0.1862 ms 71.4% triton_mm_3060 0.1951 ms 68.1% SingleProcess AUTOTUNE benchmarking takes 2.4693 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5286 ms 100.0% triton_mm_3193 0.5589 ms 94.6% triton_mm_3194 0.5799 ms 91.2% triton_mm_3195 0.6024 ms 87.7% triton_mm_3188 0.6692 ms 79.0% triton_mm_3186 0.6778 ms 78.0% triton_mm_3190 0.6800 ms 77.7% triton_mm_3189 0.7154 ms 73.9% triton_mm_3191 0.7347 ms 71.9% triton_mm_3187 0.7510 ms 70.4% SingleProcess AUTOTUNE benchmarking takes 2.6024 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0403 ms 100.0% triton_mm_3132 0.0404 ms 99.7% triton_mm_3128 0.0424 ms 95.0% triton_mm_3136 0.0531 ms 75.8% triton_mm_3140 0.0681 ms 59.1% triton_mm_3127 0.0725 ms 55.5% triton_mm_3126 0.0779 ms 51.7% triton_mm_3131 0.0847 ms 47.5% triton_mm_3135 0.0860 ms 46.8% triton_mm_3125 0.0908 ms 44.3% SingleProcess AUTOTUNE benchmarking takes 2.1212 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4925 ms 100.0% triton_mm_3212 0.5255 ms 93.7% triton_mm_3213 0.5383 ms 91.5% triton_mm_3214 0.5668 ms 86.9% triton_mm_3205 0.6621 ms 74.4% triton_mm_3207 0.6653 ms 74.0% triton_mm_3209 0.6731 ms 73.2% triton_mm_3208 0.6939 ms 71.0% triton_mm_3206 0.7402 ms 66.5% triton_mm_3210 0.7469 ms 65.9% SingleProcess AUTOTUNE benchmarking takes 2.6038 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5275 ms 100.0% triton_mm_3231 0.5601 ms 94.2% triton_mm_3232 0.5792 ms 91.1% triton_mm_3233 0.6050 ms 87.2% triton_mm_3228 0.6695 ms 78.8% triton_mm_3224 0.6720 ms 78.5% triton_mm_3226 0.6732 ms 78.4% triton_mm_3227 0.7200 ms 73.3% triton_mm_3229 0.7374 ms 71.5% triton_mm_3225 0.7477 ms 70.5% SingleProcess AUTOTUNE benchmarking takes 2.5998 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) triton_mm_3262 0.1694 ms 100.0% triton_mm_3266 0.1701 ms 99.6% mm 0.1729 ms 98.0% triton_mm_3269 0.1749 ms 96.9% triton_mm_3264 0.1857 ms 91.2% triton_mm_3270 0.1877 ms 90.3% triton_mm_3265 0.1892 ms 89.5% triton_mm_3271 0.1915 ms 88.5% triton_mm_3267 0.1997 ms 84.8% triton_mm_3263 0.2023 ms 83.8% SingleProcess AUTOTUNE benchmarking takes 2.4713 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1328 ms 100.0% triton_mm_3250 0.1359 ms 97.7% triton_mm_3251 0.1412 ms 94.1% triton_mm_3252 0.1504 ms 88.3% triton_mm_3245 0.1692 ms 78.5% triton_mm_3243 0.1699 ms 78.2% triton_mm_3247 0.1704 ms 78.0% triton_mm_3244 0.1790 ms 74.2% triton_mm_3248 0.1856 ms 71.6% triton_mm_3246 0.1949 ms 68.1% SingleProcess AUTOTUNE benchmarking takes 2.4775 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5281 ms 100.0% triton_mm_3379 0.5599 ms 94.3% triton_mm_3380 0.5805 ms 91.0% triton_mm_3381 0.6021 ms 87.7% triton_mm_3374 0.6663 ms 79.3% triton_mm_3372 0.6786 ms 77.8% triton_mm_3376 0.6804 ms 77.6% triton_mm_3375 0.7172 ms 73.6% triton_mm_3377 0.7343 ms 71.9% triton_mm_3373 0.7505 ms 70.4% SingleProcess AUTOTUNE benchmarking takes 2.6064 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0403 ms 100.0% triton_mm_3318 0.0404 ms 99.8% triton_mm_3314 0.0421 ms 95.8% triton_mm_3322 0.0541 ms 74.5% triton_mm_3326 0.0688 ms 58.6% triton_mm_3313 0.0726 ms 55.5% triton_mm_3312 0.0779 ms 51.8% triton_mm_3317 0.0846 ms 47.7% triton_mm_3321 0.0859 ms 46.9% triton_mm_3311 0.0915 ms 44.1% SingleProcess AUTOTUNE benchmarking takes 2.1563 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4919 ms 100.0% triton_mm_3398 0.5276 ms 93.2% triton_mm_3399 0.5360 ms 91.8% triton_mm_3400 0.5559 ms 88.5% triton_mm_3393 0.6537 ms 75.2% triton_mm_3391 0.6542 ms 75.2% triton_mm_3395 0.6708 ms 73.3% triton_mm_3394 0.7011 ms 70.2% triton_mm_3392 0.7332 ms 67.1% triton_mm_3396 0.7464 ms 65.9% SingleProcess AUTOTUNE benchmarking takes 2.6141 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5269 ms 100.0% triton_mm_3417 0.5591 ms 94.2% triton_mm_3418 0.5780 ms 91.2% triton_mm_3419 0.6038 ms 87.3% triton_mm_3412 0.6602 ms 79.8% triton_mm_3414 0.6669 ms 79.0% triton_mm_3410 0.6738 ms 78.2% triton_mm_3413 0.7196 ms 73.2% triton_mm_3415 0.7364 ms 71.6% triton_mm_3411 0.7455 ms 70.7% SingleProcess AUTOTUNE benchmarking takes 2.6054 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) triton_mm_3448 0.1701 ms 100.0% triton_mm_3452 0.1712 ms 99.4% mm 0.1728 ms 98.4% triton_mm_3455 0.1748 ms 97.3% triton_mm_3450 0.1848 ms 92.0% triton_mm_3456 0.1876 ms 90.7% triton_mm_3451 0.1903 ms 89.4% triton_mm_3457 0.1916 ms 88.8% triton_mm_3453 0.2002 ms 85.0% triton_mm_3449 0.2025 ms 84.0% SingleProcess AUTOTUNE benchmarking takes 2.4809 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1335 ms 100.0% triton_mm_3436 0.1367 ms 97.6% triton_mm_3437 0.1429 ms 93.4% triton_mm_3438 0.1516 ms 88.0% triton_mm_3431 0.1686 ms 79.2% triton_mm_3429 0.1692 ms 78.9% triton_mm_3433 0.1703 ms 78.4% triton_mm_3430 0.1782 ms 74.9% triton_mm_3434 0.1859 ms 71.8% triton_mm_3432 0.1932 ms 69.1% SingleProcess AUTOTUNE benchmarking takes 2.4820 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1323 ms 100.0% triton_mm_3622 0.1355 ms 97.6% triton_mm_3623 0.1423 ms 93.0% triton_mm_3624 0.1509 ms 87.7% triton_mm_3617 0.1674 ms 79.0% triton_mm_3615 0.1681 ms 78.7% triton_mm_3619 0.1706 ms 77.6% triton_mm_3616 0.1770 ms 74.7% triton_mm_3620 0.1862 ms 71.0% triton_mm_3618 0.1940 ms 68.2% SingleProcess AUTOTUNE benchmarking takes 2.4700 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x768, 768x2048) triton_mm_5778 0.0985 ms 100.0% mm 0.0999 ms 98.6% triton_mm_5779 0.1036 ms 95.1% triton_mm_5771 0.1166 ms 84.4% triton_mm_5775 0.1173 ms 84.0% triton_mm_5773 0.1185 ms 83.1% triton_mm_5772 0.1268 ms 77.7% triton_mm_5780 0.1288 ms 76.4% triton_mm_5776 0.1323 ms 74.4% triton_mm_5774 0.1568 ms 62.8% SingleProcess AUTOTUNE benchmarking takes 10.8885 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x2048, 2048x2048) mm 0.2314 ms 100.0% triton_mm_5816 0.2320 ms 99.7% triton_mm_5817 0.2408 ms 96.1% triton_mm_5818 0.2559 ms 90.4% triton_mm_5809 0.2889 ms 80.1% triton_mm_5811 0.2908 ms 79.6% triton_mm_5813 0.2919 ms 79.3% triton_mm_5812 0.3172 ms 72.9% triton_mm_5810 0.3229 ms 71.7% triton_mm_5814 0.3300 ms 70.1% SingleProcess AUTOTUNE benchmarking takes 10.4311 seconds and 0.0000 seconds precompiling AUTOTUNE mm(2048x6864, 6864x2048) mm 0.2383 ms 100.0% triton_mm_5835 0.2768 ms 86.1% triton_mm_5836 0.2844 ms 83.8% triton_mm_5837 0.2908 ms 82.0% triton_mm_5832 0.2919 ms 81.7% triton_mm_5828 0.2930 ms 81.4% triton_mm_5830 0.3041 ms 78.4% triton_mm_5831 0.3188 ms 74.7% triton_mm_5833 0.3267 ms 72.9% triton_mm_5829 0.3330 ms 71.6% SingleProcess AUTOTUNE benchmarking takes 10.0926 seconds and 0.0000 seconds precompiling AUTOTUNE mm(2048x6864, 6864x1536) mm 0.1751 ms 100.0% triton_mm_5873 0.1831 ms 95.7% triton_mm_5874 0.1894 ms 92.5% triton_mm_5875 0.1957 ms 89.5% triton_mm_5868 0.2395 ms 73.1% triton_mm_5869 0.2492 ms 70.3% triton_mm_5871 0.2576 ms 68.0% triton_mm_5867 0.2621 ms 66.8% triton_mm_5866 0.2631 ms 66.6% triton_mm_5870 0.2645 ms 66.2% SingleProcess AUTOTUNE benchmarking takes 9.9195 seconds and 0.0000 seconds precompiling AUTOTUNE mm(768x6864, 6864x2048) mm 0.0939 ms 100.0% triton_mm_5799 0.0989 ms 94.9% triton_mm_5798 0.1084 ms 86.7% triton_mm_5792 0.1144 ms 82.1% triton_mm_5797 0.1217 ms 77.2% triton_mm_5790 0.1218 ms 77.1% triton_mm_5794 0.1236 ms 76.0% triton_mm_5793 0.1252 ms 75.0% triton_mm_5795 0.1311 ms 71.6% triton_mm_5791 0.1340 ms 70.1% SingleProcess AUTOTUNE benchmarking takes 9.8118 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x2048, 2048x1536) mm 0.1718 ms 100.0% triton_mm_5854 0.1769 ms 97.1% triton_mm_5855 0.1830 ms 93.9% triton_mm_5856 0.1921 ms 89.4% triton_mm_5849 0.2170 ms 79.2% triton_mm_5851 0.2193 ms 78.3% triton_mm_5847 0.2204 ms 77.9% triton_mm_5850 0.2405 ms 71.4% triton_mm_5848 0.2448 ms 70.2% triton_mm_5852 0.2493 ms 68.9% SingleProcess AUTOTUNE benchmarking takes 10.3076 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6840, 6840x28) mm 0.0363 ms 100.0% triton_mm_7003 0.0485 ms 74.8% triton_mm_6996 0.0497 ms 73.0% triton_mm_6994 0.0588 ms 61.6% triton_mm_6995 0.0652 ms 55.6% triton_mm_7002 0.0703 ms 51.6% triton_mm_6999 0.0722 ms 50.2% triton_mm_6993 0.0733 ms 49.5% triton_mm_7008 0.0741 ms 48.9% triton_mm_7001 0.0798 ms 45.4% SingleProcess AUTOTUNE benchmarking takes 6.7844 seconds and 0.0000 seconds precompiling /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2198: UserWarning: Overwriting vit_tiny_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2207: UserWarning: Overwriting vit_tiny_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2216: UserWarning: Overwriting vit_small_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2225: UserWarning: Overwriting vit_small_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2234: UserWarning: Overwriting vit_small_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2243: UserWarning: Overwriting vit_small_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2252: UserWarning: Overwriting vit_small_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2261: UserWarning: Overwriting vit_base_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2271: UserWarning: Overwriting vit_base_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2281: UserWarning: Overwriting vit_base_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2291: UserWarning: Overwriting vit_base_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2301: UserWarning: Overwriting vit_base_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2311: UserWarning: Overwriting vit_large_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2320: UserWarning: Overwriting vit_large_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2330: UserWarning: Overwriting vit_large_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2340: UserWarning: Overwriting vit_large_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2350: UserWarning: Overwriting vit_large_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2359: UserWarning: Overwriting vit_huge_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2368: UserWarning: Overwriting vit_giant_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2377: UserWarning: Overwriting vit_gigantic_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2387: UserWarning: Overwriting vit_base_patch16_224_miil in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224_miil. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224_miil(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2398: UserWarning: Overwriting vit_medium_patch16_gap_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2410: UserWarning: Overwriting vit_medium_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2422: UserWarning: Overwriting vit_medium_patch16_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2434: UserWarning: Overwriting vit_betwixt_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2446: UserWarning: Overwriting vit_base_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2457: UserWarning: Overwriting vit_huge_patch14_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2468: UserWarning: Overwriting vit_huge_patch16_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch16_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch16_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2479: UserWarning: Overwriting vit_giant_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2491: UserWarning: Overwriting vit_xsmall_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_xsmall_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_xsmall_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2500: UserWarning: Overwriting vit_medium_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2510: UserWarning: Overwriting vit_medium_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2519: UserWarning: Overwriting vit_betwixt_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2529: UserWarning: Overwriting vit_base_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2540: UserWarning: Overwriting vit_base_patch32_clip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2551: UserWarning: Overwriting vit_base_patch32_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2562: UserWarning: Overwriting vit_base_patch32_clip_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2573: UserWarning: Overwriting vit_base_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2583: UserWarning: Overwriting vit_base_patch16_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2593: UserWarning: Overwriting vit_large_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2603: UserWarning: Overwriting vit_large_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2613: UserWarning: Overwriting vit_huge_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2623: UserWarning: Overwriting vit_huge_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2633: UserWarning: Overwriting vit_huge_patch14_clip_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2643: UserWarning: Overwriting vit_giant_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2656: UserWarning: Overwriting vit_gigantic_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2669: UserWarning: Overwriting vit_base_patch32_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2681: UserWarning: Overwriting vit_base_patch16_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2693: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2705: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2717: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2729: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2743: UserWarning: Overwriting vit_base_patch32_plus_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_plus_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_plus_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2753: UserWarning: Overwriting vit_base_patch16_plus_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_plus_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_plus_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2763: UserWarning: Overwriting vit_base_patch16_rpn_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_rpn_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_rpn_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2775: UserWarning: Overwriting vit_small_patch16_36x1_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_36x1_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_36x1_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2787: UserWarning: Overwriting vit_small_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2800: UserWarning: Overwriting vit_base_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2812: UserWarning: Overwriting eva_large_patch14_196 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_196. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_196(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2821: UserWarning: Overwriting eva_large_patch14_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2829: UserWarning: Overwriting flexivit_small in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_small. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_small(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2838: UserWarning: Overwriting flexivit_base in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_base. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_base(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2847: UserWarning: Overwriting flexivit_large in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_large. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_large(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2856: UserWarning: Overwriting vit_base_patch16_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2869: UserWarning: Overwriting vit_large_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2882: UserWarning: Overwriting vit_huge_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2895: UserWarning: Overwriting vit_small_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2905: UserWarning: Overwriting vit_base_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2915: UserWarning: Overwriting vit_large_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2925: UserWarning: Overwriting vit_giant_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2942: UserWarning: Overwriting vit_small_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2955: UserWarning: Overwriting vit_base_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2968: UserWarning: Overwriting vit_large_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2981: UserWarning: Overwriting vit_giant_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2998: UserWarning: Overwriting vit_base_patch16_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3008: UserWarning: Overwriting vit_base_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3018: UserWarning: Overwriting vit_base_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3028: UserWarning: Overwriting vit_base_patch16_siglip_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3038: UserWarning: Overwriting vit_large_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3048: UserWarning: Overwriting vit_large_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3058: UserWarning: Overwriting vit_so400m_patch14_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3068: UserWarning: Overwriting vit_so400m_patch14_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3078: UserWarning: Overwriting vit_base_patch16_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3089: UserWarning: Overwriting vit_base_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3100: UserWarning: Overwriting vit_base_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3111: UserWarning: Overwriting vit_base_patch16_siglip_gap_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3122: UserWarning: Overwriting vit_large_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3133: UserWarning: Overwriting vit_large_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3144: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3156: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3168: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3180: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_896 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_896. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_896(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3192: UserWarning: Overwriting vit_wee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_wee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_wee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3203: UserWarning: Overwriting vit_pwee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_pwee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_pwee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3214: UserWarning: Overwriting vit_little_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3225: UserWarning: Overwriting vit_little_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3236: UserWarning: Overwriting vit_medium_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3247: UserWarning: Overwriting vit_medium_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3258: UserWarning: Overwriting vit_mediumd_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_mediumd_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_mediumd_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3269: UserWarning: Overwriting vit_betwixt_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3280: UserWarning: Overwriting vit_betwixt_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3291: UserWarning: Overwriting vit_base_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3302: UserWarning: Overwriting vit_so150m_patch16_reg4_map_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_map_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_map_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3313: UserWarning: Overwriting vit_so150m_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/train.py:99: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature. checkpoint = torch.load(vae_ckpt, map_location="cpu") /home/user/VAR/utils/amp_sc.py:27: FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead. self.scaler = torch.cuda.amp.GradScaler(init_scale=2. ** 11, growth_interval=1000) if self.using_fp16_rather_bf16 else None # only fp16 needs a scaler /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(6840x28, 28x1536) triton_mm_11 0.0332 ms 100.0% triton_mm_8 0.0343 ms 96.9% triton_mm_9 0.0343 ms 96.9% triton_mm_12 0.0343 ms 96.8% triton_mm_7 0.0344 ms 96.7% triton_mm_6 0.0350 ms 95.1% triton_mm_4 0.0352 ms 94.5% triton_mm_15 0.0363 ms 91.6% triton_mm_3 0.0366 ms 90.9% triton_mm_16 0.0380 ms 87.6% SingleProcess AUTOTUNE benchmarking takes 2.1278 seconds and 0.0132 seconds precompiling AUTOTUNE addmm(24x9216, 24x1536, 1536x9216) triton_mm_29 0.0349 ms 100.0% triton_mm_33 0.0352 ms 99.2% triton_mm_28 0.0366 ms 95.4% bias_addmm 0.0368 ms 94.7% triton_mm_25 0.0372 ms 93.9% triton_mm_24 0.0373 ms 93.4% triton_mm_18 0.0375 ms 93.1% triton_mm_21 0.0377 ms 92.6% triton_mm_19 0.0422 ms 82.6% addmm 0.0423 ms 82.5% SingleProcess AUTOTUNE benchmarking takes 2.1828 seconds and 0.0009 seconds precompiling AUTOTUNE addmm(6864x4608, 6864x1536, 1536x4608) triton_mm_51 0.4341 ms 100.0% triton_mm_50 0.4376 ms 99.2% triton_mm_52 0.4870 ms 89.1% triton_mm_45 0.5192 ms 83.6% addmm 0.5325 ms 81.5% triton_mm_43 0.5483 ms 79.2% triton_mm_47 0.5523 ms 78.6% triton_mm_44 0.6025 ms 72.1% triton_mm_46 0.6105 ms 71.1% triton_mm_48 0.6183 ms 70.2% SingleProcess AUTOTUNE benchmarking takes 2.6845 seconds and 0.0009 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x1536, 1536x1536) triton_mm_70 0.1458 ms 100.0% triton_mm_69 0.1464 ms 99.6% triton_mm_71 0.1601 ms 91.0% bias_addmm 0.1636 ms 89.1% addmm 0.1760 ms 82.8% triton_mm_64 0.1763 ms 82.7% triton_mm_62 0.1842 ms 79.1% triton_mm_66 0.1842 ms 79.1% triton_mm_63 0.2005 ms 72.7% triton_mm_67 0.2046 ms 71.3% SingleProcess AUTOTUNE benchmarking takes 2.5798 seconds and 0.0009 seconds precompiling AUTOTUNE addmm(6864x6144, 6864x1536, 1536x6144) triton_mm_89 0.5801 ms 100.0% triton_mm_88 0.5845 ms 99.2% triton_mm_90 0.6389 ms 90.8% triton_mm_83 0.6924 ms 83.8% triton_mm_85 0.7291 ms 79.6% triton_mm_81 0.7401 ms 78.4% addmm 0.8106 ms 71.6% bias_addmm 0.8160 ms 71.1% triton_mm_82 0.8197 ms 70.8% triton_mm_86 0.8205 ms 70.7% SingleProcess AUTOTUNE benchmarking takes 2.7395 seconds and 0.5720 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_108 0.5300 ms 100.0% triton_mm_107 0.5529 ms 95.9% addmm 0.5614 ms 94.4% triton_mm_109 0.5669 ms 93.5% bias_addmm 0.6097 ms 86.9% triton_mm_102 0.6711 ms 79.0% triton_mm_100 0.7054 ms 75.1% triton_mm_104 0.7133 ms 74.3% triton_mm_103 0.7143 ms 74.2% triton_mm_105 0.7793 ms 68.0% SingleProcess AUTOTUNE benchmarking takes 2.7326 seconds and 0.2340 seconds precompiling AUTOTUNE addmm(24x9216, 24x1536, 1536x9216) triton_mm_126 0.0352 ms 100.0% triton_mm_121 0.0354 ms 99.6% triton_mm_122 0.0356 ms 99.0% bias_addmm 0.0368 ms 95.7% triton_mm_114 0.0369 ms 95.4% triton_mm_118 0.0372 ms 94.8% triton_mm_117 0.0373 ms 94.5% triton_mm_111 0.0378 ms 93.3% triton_mm_120 0.0423 ms 83.3% triton_mm_112 0.0423 ms 83.3% SingleProcess AUTOTUNE benchmarking takes 2.1900 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_201 0.5340 ms 100.0% triton_mm_200 0.5533 ms 96.5% triton_mm_202 0.5663 ms 94.3% addmm 0.6034 ms 88.5% bias_addmm 0.6073 ms 87.9% triton_mm_195 0.6772 ms 78.9% triton_mm_193 0.7027 ms 76.0% triton_mm_196 0.7133 ms 74.9% triton_mm_197 0.7136 ms 74.8% triton_mm_198 0.7711 ms 69.3% SingleProcess AUTOTUNE benchmarking takes 2.7245 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(24x9216, 24x1536, 1536x9216) triton_mm_215 0.0349 ms 100.0% triton_mm_219 0.0352 ms 99.4% triton_mm_214 0.0354 ms 98.7% triton_mm_210 0.0363 ms 96.3% triton_mm_207 0.0370 ms 94.5% triton_mm_211 0.0371 ms 94.2% triton_mm_204 0.0375 ms 93.1% bias_addmm 0.0385 ms 90.7% triton_mm_205 0.0423 ms 82.7% triton_mm_206 0.0429 ms 81.4% SingleProcess AUTOTUNE benchmarking takes 2.2112 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_294 0.5289 ms 100.0% triton_mm_293 0.5485 ms 96.4% addmm 0.5642 ms 93.7% triton_mm_295 0.5669 ms 93.3% bias_addmm 0.6101 ms 86.7% triton_mm_288 0.6763 ms 78.2% triton_mm_290 0.7060 ms 74.9% triton_mm_289 0.7061 ms 74.9% triton_mm_286 0.7096 ms 74.5% triton_mm_291 0.7793 ms 67.9% SingleProcess AUTOTUNE benchmarking takes 2.7251 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_387 0.5288 ms 100.0% triton_mm_386 0.5492 ms 96.3% triton_mm_388 0.5669 ms 93.3% addmm 0.5683 ms 93.1% bias_addmm 0.6101 ms 86.7% triton_mm_381 0.6806 ms 77.7% triton_mm_379 0.7054 ms 75.0% triton_mm_383 0.7063 ms 74.9% triton_mm_382 0.7132 ms 74.1% triton_mm_384 0.7793 ms 67.9% SingleProcess AUTOTUNE benchmarking takes 2.7390 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_480 0.5286 ms 100.0% triton_mm_479 0.5519 ms 95.8% triton_mm_481 0.5659 ms 93.4% addmm 0.5681 ms 93.0% bias_addmm 0.6079 ms 87.0% triton_mm_474 0.6652 ms 79.5% triton_mm_472 0.7036 ms 75.1% triton_mm_475 0.7049 ms 75.0% triton_mm_476 0.7141 ms 74.0% triton_mm_477 0.7711 ms 68.6% SingleProcess AUTOTUNE benchmarking takes 2.7313 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_573 0.5282 ms 100.0% triton_mm_572 0.5526 ms 95.6% triton_mm_574 0.5665 ms 93.2% addmm 0.6040 ms 87.4% bias_addmm 0.6072 ms 87.0% triton_mm_567 0.6633 ms 79.6% triton_mm_565 0.7025 ms 75.2% triton_mm_569 0.7056 ms 74.9% triton_mm_568 0.7125 ms 74.1% triton_mm_570 0.7714 ms 68.5% SingleProcess AUTOTUNE benchmarking takes 2.7345 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x2048, 6864x1536, 1536x2048) triton_mm_591 0.1877 ms 100.0% triton_mm_592 0.1884 ms 99.6% triton_mm_593 0.2081 ms 90.2% triton_mm_586 0.2255 ms 83.2% triton_mm_584 0.2364 ms 79.4% triton_mm_588 0.2369 ms 79.2% bias_addmm 0.2450 ms 76.6% triton_mm_585 0.2586 ms 72.6% triton_mm_589 0.2633 ms 71.3% triton_mm_587 0.2683 ms 69.9% SingleProcess AUTOTUNE benchmarking takes 11.2520 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x2048, 6864x2048, 2048x2048) triton_mm_610 0.2428 ms 100.0% triton_mm_611 0.2429 ms 99.9% bias_addmm 0.2659 ms 91.3% triton_mm_612 0.2678 ms 90.6% triton_mm_605 0.3016 ms 80.5% addmm 0.3033 ms 80.1% triton_mm_603 0.3060 ms 79.3% triton_mm_607 0.3078 ms 78.9% triton_mm_606 0.3316 ms 73.2% triton_mm_608 0.3490 ms 69.6% SingleProcess AUTOTUNE benchmarking takes 2.6439 seconds and 0.0009 seconds precompiling AUTOTUNE mm(6864x2048, 2048x768) mm 0.0910 ms 100.0% triton_mm_630 0.0943 ms 96.5% triton_mm_629 0.1002 ms 90.8% triton_mm_624 0.1132 ms 80.4% triton_mm_626 0.1149 ms 79.2% triton_mm_622 0.1158 ms 78.6% triton_mm_631 0.1207 ms 75.4% triton_mm_625 0.1285 ms 70.8% triton_mm_627 0.1326 ms 68.6% triton_mm_623 0.1330 ms 68.4% SingleProcess AUTOTUNE benchmarking takes 9.9923 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_723 0.5285 ms 100.0% triton_mm_722 0.5479 ms 96.5% triton_mm_724 0.5673 ms 93.2% addmm 0.6042 ms 87.5% bias_addmm 0.6092 ms 86.7% triton_mm_717 0.6657 ms 79.4% triton_mm_719 0.6996 ms 75.5% triton_mm_715 0.7030 ms 75.2% triton_mm_718 0.7041 ms 75.1% triton_mm_720 0.7716 ms 68.5% SingleProcess AUTOTUNE benchmarking takes 2.7333 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_816 0.5286 ms 100.0% triton_mm_815 0.5486 ms 96.4% triton_mm_817 0.5660 ms 93.4% addmm 0.6040 ms 87.5% bias_addmm 0.6074 ms 87.0% triton_mm_810 0.6641 ms 79.6% triton_mm_808 0.7020 ms 75.3% triton_mm_812 0.7065 ms 74.8% triton_mm_811 0.7113 ms 74.3% triton_mm_813 0.7715 ms 68.5% SingleProcess AUTOTUNE benchmarking takes 2.7456 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_909 0.5295 ms 100.0% triton_mm_908 0.5473 ms 96.7% triton_mm_910 0.5644 ms 93.8% addmm 0.6035 ms 87.7% bias_addmm 0.6108 ms 86.7% triton_mm_903 0.6634 ms 79.8% triton_mm_901 0.7031 ms 75.3% triton_mm_905 0.7062 ms 75.0% triton_mm_904 0.7065 ms 74.9% triton_mm_906 0.7704 ms 68.7% SingleProcess AUTOTUNE benchmarking takes 2.7413 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_1002 0.5285 ms 100.0% triton_mm_1001 0.5477 ms 96.5% triton_mm_1003 0.5667 ms 93.3% addmm 0.6042 ms 87.5% bias_addmm 0.6105 ms 86.6% triton_mm_996 0.6651 ms 79.5% triton_mm_994 0.6949 ms 76.1% triton_mm_997 0.7048 ms 75.0% triton_mm_998 0.7058 ms 74.9% triton_mm_999 0.7710 ms 68.6% SingleProcess AUTOTUNE benchmarking takes 2.7347 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x1536, 1536x3072) triton_mm_2314 0.0176 ms 100.0% triton_mm_2310 0.0179 ms 98.7% triton_mm_2318 0.0184 ms 96.0% mm 0.0199 ms 88.6% triton_mm_2322 0.0202 ms 87.5% triton_mm_2309 0.0220 ms 80.3% triton_mm_2313 0.0229 ms 76.8% triton_mm_2308 0.0236 ms 74.8% triton_mm_2317 0.0239 ms 73.9% triton_mm_2307 0.0254 ms 69.3% SingleProcess AUTOTUNE benchmarking takes 7.1663 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x32768, 6864x1536, 1536x32768) triton_mm_2340 3.0598 ms 100.0% bias_addmm 3.0712 ms 99.6% triton_mm_2339 3.1112 ms 98.3% triton_mm_2341 3.3876 ms 90.3% triton_mm_2334 3.7192 ms 82.3% addmm 3.7310 ms 82.0% triton_mm_2336 3.8380 ms 79.7% triton_mm_2332 3.9305 ms 77.8% triton_mm_2337 4.2868 ms 71.4% triton_mm_2335 4.3179 ms 70.9% SingleProcess AUTOTUNE benchmarking takes 12.3612 seconds and 0.0000 seconds precompiling /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(32768x6864, 6864x1536) mm 2.7729 ms 100.0% triton_mm_2377 2.8631 ms 96.9% triton_mm_2378 2.9018 ms 95.6% triton_mm_2379 3.0411 ms 91.2% triton_mm_2372 3.6455 ms 76.1% triton_mm_2370 3.7074 ms 74.8% triton_mm_2374 3.7877 ms 73.2% triton_mm_2373 3.8719 ms 71.6% triton_mm_2375 3.9545 ms 70.1% triton_mm_2371 4.0174 ms 69.0% SingleProcess AUTOTUNE benchmarking takes 10.2443 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5358 ms 100.0% triton_mm_2449 0.5576 ms 96.1% triton_mm_2450 0.5764 ms 93.0% triton_mm_2451 0.5998 ms 89.3% triton_mm_2444 0.6788 ms 78.9% triton_mm_2446 0.6864 ms 78.1% triton_mm_2442 0.6952 ms 77.1% triton_mm_2445 0.7172 ms 74.7% triton_mm_2447 0.7295 ms 73.4% triton_mm_2443 0.7453 ms 71.9% SingleProcess AUTOTUNE benchmarking takes 9.8963 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3072x24, 24x1536) triton_mm_2403 0.0142 ms 100.0% triton_mm_2405 0.0142 ms 100.0% triton_mm_2409 0.0144 ms 98.2% triton_mm_2406 0.0148 ms 95.9% triton_mm_2408 0.0148 ms 95.9% triton_mm_2404 0.0148 ms 95.5% triton_mm_2410 0.0151 ms 94.1% triton_mm_2402 0.0158 ms 89.9% triton_mm_2407 0.0160 ms 88.9% triton_mm_2411 0.0160 ms 88.8% SingleProcess AUTOTUNE benchmarking takes 5.7881 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x3072, 3072x1536) triton_mm_2384 0.0196 ms 100.0% triton_mm_2388 0.0210 ms 93.0% mm 0.0216 ms 90.7% triton_mm_2392 0.0245 ms 79.7% triton_mm_2383 0.0293 ms 66.8% triton_mm_2396 0.0295 ms 66.3% triton_mm_2382 0.0303 ms 64.5% triton_mm_2391 0.0331 ms 59.1% triton_mm_2387 0.0333 ms 58.6% triton_mm_2381 0.0346 ms 56.5% SingleProcess AUTOTUNE benchmarking takes 7.0739 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x32768, 32768x1536) mm 2.6494 ms 100.0% triton_mm_2359 2.8667 ms 92.4% triton_mm_2358 2.8825 ms 91.9% triton_mm_2360 2.9502 ms 89.8% triton_mm_2354 3.7244 ms 71.1% triton_mm_2351 3.8222 ms 69.3% triton_mm_2353 3.8698 ms 68.5% triton_mm_2352 3.9910 ms 66.4% triton_mm_2356 4.0651 ms 65.2% triton_mm_2355 4.0997 ms 64.6% SingleProcess AUTOTUNE benchmarking takes 10.0822 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) triton_mm_2430 0.5409 ms 100.0% mm 0.5556 ms 97.4% triton_mm_2431 0.5613 ms 96.4% triton_mm_2432 0.6056 ms 89.3% triton_mm_2425 0.6782 ms 79.8% triton_mm_2423 0.6791 ms 79.6% triton_mm_2427 0.6853 ms 78.9% triton_mm_2424 0.7192 ms 75.2% triton_mm_2428 0.7404 ms 73.1% triton_mm_2426 0.7697 ms 70.3% SingleProcess AUTOTUNE benchmarking takes 10.7596 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4954 ms 100.0% triton_mm_2468 0.5257 ms 94.2% triton_mm_2469 0.5363 ms 92.4% triton_mm_2470 0.5557 ms 89.1% triton_mm_2461 0.6644 ms 74.6% triton_mm_2463 0.6748 ms 73.4% triton_mm_2465 0.6817 ms 72.7% triton_mm_2464 0.6927 ms 71.5% triton_mm_2462 0.7281 ms 68.0% triton_mm_2466 0.7460 ms 66.4% SingleProcess AUTOTUNE benchmarking takes 9.5822 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5289 ms 100.0% triton_mm_2487 0.5548 ms 95.3% triton_mm_2488 0.5756 ms 91.9% triton_mm_2489 0.6008 ms 88.0% triton_mm_2482 0.6689 ms 79.1% triton_mm_2480 0.6799 ms 77.8% triton_mm_2484 0.6852 ms 77.2% triton_mm_2483 0.7225 ms 73.2% triton_mm_2485 0.7340 ms 72.1% triton_mm_2481 0.7504 ms 70.5% SingleProcess AUTOTUNE benchmarking takes 9.9421 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x4608, 4608x1536) mm 0.3747 ms 100.0% triton_mm_2544 0.3936 ms 95.2% triton_mm_2545 0.4045 ms 92.6% triton_mm_2546 0.4680 ms 80.1% triton_mm_2539 0.4963 ms 75.5% triton_mm_2537 0.5025 ms 74.6% triton_mm_2540 0.5131 ms 73.0% triton_mm_2541 0.5178 ms 72.4% triton_mm_2538 0.5470 ms 68.5% triton_mm_2542 0.5607 ms 66.8% SingleProcess AUTOTUNE benchmarking takes 9.8833 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x6864, 6864x1536) mm 0.3652 ms 100.0% triton_mm_2563 0.3806 ms 95.9% triton_mm_2564 0.3903 ms 93.5% triton_mm_2565 0.4061 ms 89.9% triton_mm_2558 0.4988 ms 73.2% triton_mm_2556 0.5049 ms 72.3% triton_mm_2560 0.5116 ms 71.4% triton_mm_2561 0.5331 ms 68.5% triton_mm_2559 0.5385 ms 67.8% triton_mm_2557 0.5412 ms 67.5% SingleProcess AUTOTUNE benchmarking takes 9.9214 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1475 ms 100.0% triton_mm_2518 0.1703 ms 86.6% triton_mm_2522 0.1715 ms 86.0% triton_mm_2525 0.1749 ms 84.3% triton_mm_2526 0.1873 ms 78.7% triton_mm_2521 0.1887 ms 78.2% triton_mm_2527 0.1919 ms 76.9% triton_mm_2523 0.1989 ms 74.2% triton_mm_2519 0.2020 ms 73.0% triton_mm_2520 0.2093 ms 70.5% SingleProcess AUTOTUNE benchmarking takes 9.7130 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1328 ms 100.0% triton_mm_2506 0.1363 ms 97.5% triton_mm_2507 0.1424 ms 93.3% triton_mm_2508 0.1500 ms 88.6% triton_mm_2501 0.1695 ms 78.4% triton_mm_2499 0.1700 ms 78.1% triton_mm_2503 0.1736 ms 76.5% triton_mm_2500 0.1793 ms 74.1% triton_mm_2504 0.1875 ms 70.9% triton_mm_2497 0.2308 ms 57.5% SingleProcess AUTOTUNE benchmarking takes 10.5350 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_2595 0.0252 ms 100.0% triton_mm_2594 0.0254 ms 99.2% triton_mm_2589 0.0260 ms 97.2% triton_mm_2598 0.0261 ms 96.6% triton_mm_2592 0.0266 ms 94.9% triton_mm_2593 0.0267 ms 94.4% triton_mm_2591 0.0270 ms 93.3% triton_mm_2596 0.0272 ms 92.8% triton_mm_2588 0.0272 ms 92.7% triton_mm_2590 0.0281 ms 89.9% SingleProcess AUTOTUNE benchmarking takes 5.8490 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5363 ms 100.0% triton_mm_2635 0.5605 ms 95.7% triton_mm_2636 0.5801 ms 92.5% triton_mm_2637 0.6021 ms 89.1% triton_mm_2630 0.6872 ms 78.0% triton_mm_2628 0.6993 ms 76.7% triton_mm_2632 0.7051 ms 76.1% triton_mm_2631 0.7362 ms 72.9% triton_mm_2633 0.7434 ms 72.1% triton_mm_2629 0.7518 ms 71.3% SingleProcess AUTOTUNE benchmarking takes 2.5986 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0399 ms 100.0% triton_mm_2574 0.0414 ms 96.4% triton_mm_2570 0.0417 ms 95.7% triton_mm_2578 0.0540 ms 74.0% triton_mm_2582 0.0688 ms 58.0% triton_mm_2569 0.0719 ms 55.5% triton_mm_2568 0.0788 ms 50.7% triton_mm_2573 0.0848 ms 47.0% triton_mm_2577 0.0872 ms 45.7% triton_mm_2567 0.0911 ms 43.8% SingleProcess AUTOTUNE benchmarking takes 6.6577 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5433 ms 100.0% triton_mm_2616 0.5496 ms 98.9% triton_mm_2617 0.5728 ms 94.8% triton_mm_2618 0.6114 ms 88.9% triton_mm_2611 0.6808 ms 79.8% triton_mm_2613 0.6865 ms 79.1% triton_mm_2609 0.6885 ms 78.9% triton_mm_2610 0.7221 ms 75.2% triton_mm_2614 0.7494 ms 72.5% triton_mm_2612 0.7779 ms 69.8% SingleProcess AUTOTUNE benchmarking takes 2.6066 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4915 ms 100.0% triton_mm_2654 0.5240 ms 93.8% triton_mm_2655 0.5394 ms 91.1% triton_mm_2656 0.5563 ms 88.3% triton_mm_2649 0.6697 ms 73.4% triton_mm_2647 0.6775 ms 72.5% triton_mm_2651 0.6844 ms 71.8% triton_mm_2650 0.7033 ms 69.9% triton_mm_2648 0.7413 ms 66.3% triton_mm_2652 0.7549 ms 65.1% SingleProcess AUTOTUNE benchmarking takes 2.6096 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5253 ms 100.0% triton_mm_2673 0.5563 ms 94.4% triton_mm_2674 0.5787 ms 90.8% triton_mm_2675 0.6071 ms 86.5% triton_mm_2668 0.6832 ms 76.9% triton_mm_2666 0.6885 ms 76.3% triton_mm_2670 0.6931 ms 75.8% triton_mm_2669 0.7291 ms 72.1% triton_mm_2671 0.7392 ms 71.1% triton_mm_2667 0.7516 ms 69.9% SingleProcess AUTOTUNE benchmarking takes 2.5986 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x4608, 4608x1536) mm 0.3710 ms 100.0% triton_mm_2730 0.3967 ms 93.5% triton_mm_2731 0.4055 ms 91.5% triton_mm_2732 0.4213 ms 88.1% triton_mm_2725 0.5005 ms 74.1% triton_mm_2723 0.5064 ms 73.3% triton_mm_2726 0.5160 ms 71.9% triton_mm_2727 0.5231 ms 70.9% triton_mm_2724 0.5491 ms 67.6% triton_mm_2728 0.5657 ms 65.6% SingleProcess AUTOTUNE benchmarking takes 2.5762 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x6864, 6864x1536) mm 0.3642 ms 100.0% triton_mm_2749 0.3848 ms 94.6% triton_mm_2750 0.3995 ms 91.2% triton_mm_2751 0.4131 ms 88.2% triton_mm_2744 0.5098 ms 71.4% triton_mm_2742 0.5138 ms 70.9% triton_mm_2746 0.5215 ms 69.8% triton_mm_2747 0.5438 ms 67.0% triton_mm_2745 0.5485 ms 66.4% triton_mm_2743 0.5515 ms 66.0% SingleProcess AUTOTUNE benchmarking takes 2.5715 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1480 ms 100.0% triton_mm_2704 0.1723 ms 85.9% triton_mm_2708 0.1732 ms 85.4% triton_mm_2711 0.1759 ms 84.1% triton_mm_2712 0.1877 ms 78.9% triton_mm_2707 0.1917 ms 77.2% triton_mm_2713 0.1919 ms 77.1% triton_mm_2709 0.2006 ms 73.8% triton_mm_2705 0.2040 ms 72.5% triton_mm_2706 0.2111 ms 70.1% SingleProcess AUTOTUNE benchmarking takes 2.4784 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1333 ms 100.0% triton_mm_2692 0.1366 ms 97.6% triton_mm_2693 0.1430 ms 93.2% triton_mm_2694 0.1512 ms 88.2% triton_mm_2687 0.1701 ms 78.4% triton_mm_2685 0.1730 ms 77.1% triton_mm_2689 0.1742 ms 76.5% triton_mm_2686 0.1815 ms 73.4% triton_mm_2690 0.1875 ms 71.1% triton_mm_2688 0.1966 ms 67.8% SingleProcess AUTOTUNE benchmarking takes 2.4727 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_2781 0.0252 ms 100.0% triton_mm_2778 0.0254 ms 99.4% triton_mm_2775 0.0260 ms 97.3% triton_mm_2777 0.0260 ms 97.2% triton_mm_2780 0.0265 ms 95.2% triton_mm_2779 0.0268 ms 94.4% triton_mm_2784 0.0272 ms 92.9% triton_mm_2782 0.0272 ms 92.7% triton_mm_2785 0.0278 ms 90.7% triton_mm_2774 0.0281 ms 89.8% SingleProcess AUTOTUNE benchmarking takes 2.1360 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5344 ms 100.0% triton_mm_2821 0.5574 ms 95.9% triton_mm_2822 0.5789 ms 92.3% triton_mm_2823 0.6037 ms 88.5% triton_mm_2818 0.6969 ms 76.7% triton_mm_2816 0.6973 ms 76.6% triton_mm_2814 0.7027 ms 76.1% triton_mm_2817 0.7268 ms 73.5% triton_mm_2819 0.7438 ms 71.8% triton_mm_2815 0.7589 ms 70.4% SingleProcess AUTOTUNE benchmarking takes 2.6077 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0399 ms 100.0% triton_mm_2760 0.0404 ms 99.0% triton_mm_2756 0.0417 ms 95.7% triton_mm_2764 0.0539 ms 74.1% triton_mm_2768 0.0677 ms 59.0% triton_mm_2755 0.0725 ms 55.1% triton_mm_2754 0.0781 ms 51.1% triton_mm_2759 0.0842 ms 47.5% triton_mm_2763 0.0873 ms 45.7% triton_mm_2753 0.0918 ms 43.5% SingleProcess AUTOTUNE benchmarking takes 2.1272 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5391 ms 100.0% triton_mm_2802 0.5457 ms 98.8% triton_mm_2803 0.5691 ms 94.7% triton_mm_2804 0.6105 ms 88.3% triton_mm_2797 0.6786 ms 79.4% triton_mm_2795 0.6859 ms 78.6% triton_mm_2799 0.6940 ms 77.7% triton_mm_2796 0.7274 ms 74.1% triton_mm_2800 0.7486 ms 72.0% triton_mm_2798 0.7797 ms 69.1% SingleProcess AUTOTUNE benchmarking takes 2.6108 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4912 ms 100.0% triton_mm_2840 0.5250 ms 93.6% triton_mm_2841 0.5401 ms 90.9% triton_mm_2842 0.5628 ms 87.3% triton_mm_2835 0.6676 ms 73.6% triton_mm_2833 0.6779 ms 72.5% triton_mm_2837 0.6929 ms 70.9% triton_mm_2836 0.6955 ms 70.6% triton_mm_2834 0.7419 ms 66.2% triton_mm_2838 0.7545 ms 65.1% SingleProcess AUTOTUNE benchmarking takes 2.6141 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5267 ms 100.0% triton_mm_2859 0.5568 ms 94.6% triton_mm_2860 0.5780 ms 91.1% triton_mm_2861 0.6036 ms 87.2% triton_mm_2854 0.6750 ms 78.0% triton_mm_2852 0.6872 ms 76.6% triton_mm_2856 0.6901 ms 76.3% triton_mm_2855 0.7287 ms 72.3% triton_mm_2857 0.7463 ms 70.6% triton_mm_2853 0.7589 ms 69.4% SingleProcess AUTOTUNE benchmarking takes 2.6020 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x6864, 6864x1536) mm 0.3606 ms 100.0% triton_mm_2935 0.3848 ms 93.7% triton_mm_2936 0.3968 ms 90.9% triton_mm_2937 0.4116 ms 87.6% triton_mm_2930 0.5088 ms 70.9% triton_mm_2928 0.5150 ms 70.0% triton_mm_2932 0.5217 ms 69.1% triton_mm_2933 0.5439 ms 66.3% triton_mm_2929 0.5496 ms 65.6% triton_mm_2931 0.5504 ms 65.5% SingleProcess AUTOTUNE benchmarking takes 2.5702 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1475 ms 100.0% triton_mm_2890 0.1735 ms 85.0% triton_mm_2894 0.1737 ms 84.9% triton_mm_2897 0.1753 ms 84.1% triton_mm_2898 0.1884 ms 78.3% triton_mm_2893 0.1911 ms 77.2% triton_mm_2899 0.1927 ms 76.5% triton_mm_2895 0.2013 ms 73.2% triton_mm_2891 0.2032 ms 72.6% triton_mm_2892 0.2100 ms 70.2% SingleProcess AUTOTUNE benchmarking takes 2.4699 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1339 ms 100.0% triton_mm_2878 0.1366 ms 98.0% triton_mm_2879 0.1432 ms 93.5% triton_mm_2880 0.1507 ms 88.9% triton_mm_2873 0.1700 ms 78.8% triton_mm_2871 0.1727 ms 77.5% triton_mm_2875 0.1745 ms 76.7% triton_mm_2872 0.1816 ms 73.7% triton_mm_2876 0.1885 ms 71.0% triton_mm_2874 0.1949 ms 68.7% SingleProcess AUTOTUNE benchmarking takes 2.4717 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_2964 0.0255 ms 100.0% triton_mm_2967 0.0263 ms 96.7% triton_mm_2966 0.0266 ms 95.9% triton_mm_2961 0.0271 ms 94.1% triton_mm_2963 0.0271 ms 94.0% triton_mm_2968 0.0273 ms 93.4% triton_mm_2970 0.0273 ms 93.4% triton_mm_2965 0.0278 ms 91.7% triton_mm_2971 0.0279 ms 91.4% triton_mm_2962 0.0281 ms 90.7% SingleProcess AUTOTUNE benchmarking takes 2.1402 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5300 ms 100.0% triton_mm_3007 0.5600 ms 94.6% triton_mm_3008 0.5805 ms 91.3% triton_mm_3009 0.6026 ms 88.0% triton_mm_3002 0.6880 ms 77.0% triton_mm_3004 0.6974 ms 76.0% triton_mm_3000 0.7042 ms 75.3% triton_mm_3003 0.7286 ms 72.7% triton_mm_3005 0.7371 ms 71.9% triton_mm_3001 0.7589 ms 69.8% SingleProcess AUTOTUNE benchmarking takes 2.6131 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0398 ms 100.0% triton_mm_2946 0.0403 ms 98.7% triton_mm_2942 0.0418 ms 95.2% triton_mm_2950 0.0539 ms 73.9% triton_mm_2954 0.0677 ms 58.7% triton_mm_2941 0.0725 ms 54.9% triton_mm_2940 0.0781 ms 50.9% triton_mm_2945 0.0842 ms 47.3% triton_mm_2949 0.0873 ms 45.6% triton_mm_2939 0.0918 ms 43.3% SingleProcess AUTOTUNE benchmarking takes 2.1252 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5377 ms 100.0% triton_mm_2988 0.5457 ms 98.5% triton_mm_2989 0.5684 ms 94.6% triton_mm_2990 0.6119 ms 87.9% triton_mm_2983 0.6781 ms 79.3% triton_mm_2981 0.6851 ms 78.5% triton_mm_2985 0.6856 ms 78.4% triton_mm_2982 0.7272 ms 73.9% triton_mm_2986 0.7480 ms 71.9% triton_mm_2984 0.7782 ms 69.1% SingleProcess AUTOTUNE benchmarking takes 2.6075 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_3152 0.0254 ms 100.0% triton_mm_3147 0.0259 ms 98.0% triton_mm_3149 0.0260 ms 97.9% triton_mm_3156 0.0261 ms 97.3% triton_mm_3153 0.0263 ms 96.6% triton_mm_3150 0.0265 ms 95.9% triton_mm_3146 0.0272 ms 93.4% triton_mm_3151 0.0278 ms 91.5% triton_mm_3155 0.0278 ms 91.3% triton_mm_3157 0.0278 ms 91.3% SingleProcess AUTOTUNE benchmarking takes 2.1404 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5301 ms 100.0% triton_mm_3193 0.5593 ms 94.8% triton_mm_3194 0.5776 ms 91.8% triton_mm_3195 0.6021 ms 88.0% triton_mm_3188 0.6875 ms 77.1% triton_mm_3190 0.7006 ms 75.7% triton_mm_3186 0.7024 ms 75.5% triton_mm_3189 0.7288 ms 72.7% triton_mm_3191 0.7463 ms 71.0% triton_mm_3187 0.7524 ms 70.5% SingleProcess AUTOTUNE benchmarking takes 2.6073 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0399 ms 100.0% triton_mm_3132 0.0414 ms 96.4% triton_mm_3128 0.0420 ms 95.1% triton_mm_3136 0.0529 ms 75.5% triton_mm_3140 0.0688 ms 58.0% triton_mm_3127 0.0718 ms 55.6% triton_mm_3126 0.0789 ms 50.6% triton_mm_3131 0.0849 ms 47.0% triton_mm_3135 0.0872 ms 45.7% triton_mm_3125 0.0911 ms 43.8% SingleProcess AUTOTUNE benchmarking takes 2.1266 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5366 ms 100.0% triton_mm_3174 0.5460 ms 98.3% triton_mm_3175 0.5682 ms 94.4% triton_mm_3176 0.6121 ms 87.7% triton_mm_3167 0.6669 ms 80.5% triton_mm_3169 0.6858 ms 78.2% triton_mm_3171 0.6928 ms 77.5% triton_mm_3168 0.7278 ms 73.7% triton_mm_3172 0.7492 ms 71.6% triton_mm_3170 0.7785 ms 68.9% SingleProcess AUTOTUNE benchmarking takes 2.6074 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5423 ms 100.0% triton_mm_3360 0.5473 ms 99.1% triton_mm_3361 0.5679 ms 95.5% triton_mm_3362 0.6135 ms 88.4% triton_mm_3355 0.6858 ms 79.1% triton_mm_3353 0.6929 ms 78.3% triton_mm_3357 0.6972 ms 77.8% triton_mm_3354 0.7287 ms 74.4% triton_mm_3358 0.7481 ms 72.5% triton_mm_3356 0.7794 ms 69.6% SingleProcess AUTOTUNE benchmarking takes 2.6142 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5423 ms 100.0% triton_mm_3546 0.5460 ms 99.3% triton_mm_3547 0.5695 ms 95.2% triton_mm_3548 0.6121 ms 88.6% triton_mm_3543 0.6870 ms 78.9% triton_mm_3541 0.6895 ms 78.7% triton_mm_3539 0.6971 ms 77.8% triton_mm_3540 0.7310 ms 74.2% triton_mm_3544 0.7488 ms 72.4% triton_mm_3542 0.7776 ms 69.7% SingleProcess AUTOTUNE benchmarking takes 2.6139 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x768, 768x2048) triton_mm_5778 0.0997 ms 100.0% triton_mm_5779 0.1041 ms 95.8% triton_mm_5775 0.1189 ms 83.8% triton_mm_5771 0.1212 ms 82.3% triton_mm_5773 0.1212 ms 82.2% mm 0.1221 ms 81.7% triton_mm_5780 0.1293 ms 77.1% triton_mm_5772 0.1295 ms 77.0% triton_mm_5776 0.1337 ms 74.6% triton_mm_5774 0.1593 ms 62.6% SingleProcess AUTOTUNE benchmarking takes 10.9591 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x2048, 2048x2048) mm 0.2355 ms 100.0% triton_mm_5816 0.2358 ms 99.9% triton_mm_5817 0.2445 ms 96.3% triton_mm_5818 0.2592 ms 90.8% triton_mm_5811 0.2999 ms 78.5% triton_mm_5809 0.3010 ms 78.2% triton_mm_5813 0.3018 ms 78.0% triton_mm_5812 0.3219 ms 73.1% triton_mm_5810 0.3265 ms 72.1% triton_mm_5814 0.3352 ms 70.3% SingleProcess AUTOTUNE benchmarking takes 10.5279 seconds and 0.0000 seconds precompiling AUTOTUNE mm(2048x6864, 6864x2048) mm 0.2433 ms 100.0% triton_mm_5835 0.2811 ms 86.6% triton_mm_5836 0.2883 ms 84.4% triton_mm_5837 0.2935 ms 82.9% triton_mm_5832 0.3185 ms 76.4% triton_mm_5828 0.3190 ms 76.3% triton_mm_5831 0.3240 ms 75.1% triton_mm_5830 0.3291 ms 73.9% triton_mm_5833 0.3315 ms 73.4% triton_mm_5829 0.3371 ms 72.2% SingleProcess AUTOTUNE benchmarking takes 10.0028 seconds and 0.0000 seconds precompiling AUTOTUNE mm(2048x6864, 6864x1536) mm 0.1767 ms 100.0% triton_mm_5873 0.1851 ms 95.4% triton_mm_5874 0.1918 ms 92.1% triton_mm_5875 0.1976 ms 89.4% triton_mm_5869 0.2513 ms 70.3% triton_mm_5871 0.2624 ms 67.3% triton_mm_5867 0.2660 ms 66.4% triton_mm_5868 0.2725 ms 64.8% triton_mm_5870 0.2784 ms 63.5% triton_mm_5866 0.2788 ms 63.4% SingleProcess AUTOTUNE benchmarking takes 9.9375 seconds and 0.0000 seconds precompiling AUTOTUNE mm(768x6864, 6864x2048) mm 0.0968 ms 100.0% triton_mm_5799 0.1000 ms 96.8% triton_mm_5798 0.1115 ms 86.8% triton_mm_5792 0.1173 ms 82.5% triton_mm_5797 0.1236 ms 78.4% triton_mm_5790 0.1247 ms 77.6% triton_mm_5794 0.1251 ms 77.4% triton_mm_5793 0.1287 ms 75.2% triton_mm_5795 0.1336 ms 72.5% triton_mm_5791 0.1362 ms 71.1% SingleProcess AUTOTUNE benchmarking takes 9.8909 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x2048, 2048x1536) mm 0.1759 ms 100.0% triton_mm_5854 0.1796 ms 97.9% triton_mm_5855 0.1877 ms 93.7% triton_mm_5856 0.1944 ms 90.5% triton_mm_5849 0.2234 ms 78.7% triton_mm_5847 0.2255 ms 78.0% triton_mm_5851 0.2280 ms 77.2% triton_mm_5850 0.2441 ms 72.1% triton_mm_5848 0.2470 ms 71.2% triton_mm_5852 0.2521 ms 69.8% SingleProcess AUTOTUNE benchmarking takes 10.3169 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6840, 6840x28) mm 0.0372 ms 100.0% triton_mm_7003 0.0497 ms 74.9% triton_mm_6996 0.0499 ms 74.7% triton_mm_6994 0.0603 ms 61.8% triton_mm_6995 0.0675 ms 55.2% triton_mm_7002 0.0728 ms 51.2% triton_mm_6999 0.0734 ms 50.8% triton_mm_6993 0.0748 ms 49.8% triton_mm_7008 0.0760 ms 49.0% triton_mm_7001 0.0805 ms 46.2% SingleProcess AUTOTUNE benchmarking takes 6.9326 seconds and 0.0000 seconds precompiling /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(6840x28, 28x1536) triton_mm_7 0.0329 ms 100.0% triton_mm_8 0.0331 ms 99.4% triton_mm_9 0.0332 ms 99.0% triton_mm_6 0.0343 ms 95.9% triton_mm_11 0.0343 ms 95.8% triton_mm_12 0.0344 ms 95.6% triton_mm_4 0.0360 ms 91.3% triton_mm_15 0.0361 ms 91.1% triton_mm_16 0.0369 ms 89.1% triton_mm_14 0.0370 ms 88.9% SingleProcess AUTOTUNE benchmarking takes 2.0760 seconds and 0.0089 seconds precompiling AUTOTUNE addmm(24x9216, 24x1536, 1536x9216) triton_mm_33 0.0354 ms 100.0% triton_mm_29 0.0358 ms 98.9% triton_mm_24 0.0364 ms 97.3% triton_mm_25 0.0364 ms 97.3% triton_mm_28 0.0372 ms 95.0% triton_mm_18 0.0378 ms 93.7% triton_mm_21 0.0378 ms 93.7% bias_addmm 0.0385 ms 91.9% triton_mm_19 0.0422 ms 83.8% addmm 0.0425 ms 83.2% SingleProcess AUTOTUNE benchmarking takes 2.2156 seconds and 0.0009 seconds precompiling AUTOTUNE addmm(6864x4608, 6864x1536, 1536x4608) triton_mm_51 0.4239 ms 100.0% triton_mm_50 0.4251 ms 99.7% triton_mm_52 0.4689 ms 90.4% triton_mm_45 0.5001 ms 84.8% addmm 0.5201 ms 81.5% triton_mm_43 0.5280 ms 80.3% triton_mm_47 0.5303 ms 79.9% triton_mm_44 0.5811 ms 72.9% triton_mm_46 0.5903 ms 71.8% triton_mm_48 0.6007 ms 70.6% SingleProcess AUTOTUNE benchmarking takes 2.7147 seconds and 0.0190 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x1536, 1536x1536) triton_mm_70 0.1424 ms 100.0% triton_mm_69 0.1445 ms 98.5% triton_mm_71 0.1573 ms 90.5% bias_addmm 0.1610 ms 88.4% triton_mm_64 0.1728 ms 82.4% addmm 0.1732 ms 82.2% triton_mm_66 0.1792 ms 79.5% triton_mm_62 0.1795 ms 79.3% triton_mm_63 0.1961 ms 72.6% triton_mm_67 0.2014 ms 70.7% SingleProcess AUTOTUNE benchmarking takes 2.5798 seconds and 0.0009 seconds precompiling AUTOTUNE addmm(6864x6144, 6864x1536, 1536x6144) triton_mm_89 0.5625 ms 100.0% triton_mm_88 0.5672 ms 99.2% triton_mm_90 0.6255 ms 89.9% triton_mm_83 0.6738 ms 83.5% addmm 0.6931 ms 81.2% triton_mm_85 0.7116 ms 79.0% triton_mm_81 0.7215 ms 78.0% triton_mm_82 0.7949 ms 70.8% triton_mm_84 0.8021 ms 70.1% triton_mm_86 0.8030 ms 70.0% SingleProcess AUTOTUNE benchmarking takes 2.7280 seconds and 1.1437 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_108 0.5232 ms 100.0% triton_mm_107 0.5435 ms 96.3% triton_mm_109 0.5583 ms 93.7% addmm 0.6034 ms 86.7% bias_addmm 0.6074 ms 86.1% triton_mm_102 0.6550 ms 79.9% triton_mm_100 0.6762 ms 77.4% triton_mm_103 0.6867 ms 76.2% triton_mm_104 0.6883 ms 76.0% triton_mm_105 0.7646 ms 68.4% SingleProcess AUTOTUNE benchmarking takes 2.7275 seconds and 0.1824 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_201 0.5225 ms 100.0% triton_mm_200 0.5426 ms 96.3% addmm 0.5596 ms 93.4% triton_mm_202 0.5611 ms 93.1% bias_addmm 0.6073 ms 86.0% triton_mm_195 0.6541 ms 79.9% triton_mm_193 0.6793 ms 76.9% triton_mm_197 0.6798 ms 76.9% triton_mm_196 0.6943 ms 75.3% triton_mm_198 0.7636 ms 68.4% SingleProcess AUTOTUNE benchmarking takes 2.7273 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_294 0.5242 ms 100.0% triton_mm_293 0.5404 ms 97.0% addmm 0.5599 ms 93.6% triton_mm_295 0.5613 ms 93.4% bias_addmm 0.6072 ms 86.3% triton_mm_288 0.6546 ms 80.1% triton_mm_286 0.6789 ms 77.2% triton_mm_290 0.6823 ms 76.8% triton_mm_289 0.6907 ms 75.9% triton_mm_291 0.7629 ms 68.7% SingleProcess AUTOTUNE benchmarking takes 2.7251 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_387 0.5210 ms 100.0% triton_mm_386 0.5426 ms 96.0% triton_mm_388 0.5565 ms 93.6% addmm 0.6028 ms 86.4% bias_addmm 0.6072 ms 85.8% triton_mm_381 0.6548 ms 79.6% triton_mm_383 0.6795 ms 76.7% triton_mm_379 0.6847 ms 76.1% triton_mm_382 0.6951 ms 75.0% triton_mm_384 0.7573 ms 68.8% SingleProcess AUTOTUNE benchmarking takes 2.7256 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_480 0.5218 ms 100.0% triton_mm_479 0.5405 ms 96.5% triton_mm_481 0.5570 ms 93.7% addmm 0.5604 ms 93.1% bias_addmm 0.6081 ms 85.8% triton_mm_474 0.6503 ms 80.2% triton_mm_472 0.6806 ms 76.7% triton_mm_476 0.6887 ms 75.8% triton_mm_475 0.6945 ms 75.1% triton_mm_477 0.7562 ms 69.0% SingleProcess AUTOTUNE benchmarking takes 2.7329 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x2048, 6864x1536, 1536x2048) triton_mm_592 0.1868 ms 100.0% triton_mm_591 0.1878 ms 99.4% triton_mm_593 0.2076 ms 90.0% triton_mm_586 0.2232 ms 83.7% triton_mm_584 0.2342 ms 79.7% triton_mm_588 0.2351 ms 79.4% bias_addmm 0.2423 ms 77.1% triton_mm_585 0.2578 ms 72.4% triton_mm_589 0.2628 ms 71.1% triton_mm_587 0.2692 ms 69.4% SingleProcess AUTOTUNE benchmarking takes 11.3763 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x2048, 6864x2048, 2048x2048) triton_mm_610 0.2404 ms 100.0% triton_mm_611 0.2413 ms 99.6% bias_addmm 0.2621 ms 91.7% triton_mm_612 0.2641 ms 91.0% triton_mm_605 0.2951 ms 81.5% addmm 0.3012 ms 79.8% triton_mm_603 0.3012 ms 79.8% triton_mm_607 0.3050 ms 78.8% triton_mm_606 0.3302 ms 72.8% triton_mm_608 0.3446 ms 69.8% SingleProcess AUTOTUNE benchmarking takes 2.6473 seconds and 0.0010 seconds precompiling AUTOTUNE mm(6864x2048, 2048x768) mm 0.0930 ms 100.0% triton_mm_630 0.0944 ms 98.5% triton_mm_629 0.0993 ms 93.6% triton_mm_631 0.1003 ms 92.7% triton_mm_624 0.1118 ms 83.1% triton_mm_622 0.1149 ms 80.9% triton_mm_626 0.1152 ms 80.7% triton_mm_625 0.1277 ms 72.8% triton_mm_627 0.1320 ms 70.4% triton_mm_623 0.1323 ms 70.3% SingleProcess AUTOTUNE benchmarking takes 2.4289 seconds and 0.0011 seconds precompiling AUTOTUNE mm(24x1536, 1536x3072) triton_mm_2314 0.0167 ms 100.0% triton_mm_2310 0.0168 ms 99.6% triton_mm_2318 0.0188 ms 89.1% triton_mm_2322 0.0193 ms 86.6% mm 0.0212 ms 78.7% triton_mm_2317 0.0231 ms 72.4% triton_mm_2309 0.0232 ms 71.9% triton_mm_2313 0.0235 ms 71.2% triton_mm_2308 0.0240 ms 69.5% triton_mm_2307 0.0246 ms 68.0% SingleProcess AUTOTUNE benchmarking takes 7.7387 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x32768, 6864x1536, 1536x32768) triton_mm_2340 2.9891 ms 100.0% bias_addmm 2.9983 ms 99.7% triton_mm_2339 3.0125 ms 99.2% triton_mm_2341 3.3490 ms 89.3% triton_mm_2334 3.6133 ms 82.7% addmm 3.6870 ms 81.1% triton_mm_2336 3.7456 ms 79.8% triton_mm_2332 3.8810 ms 77.0% triton_mm_2335 4.2224 ms 70.8% triton_mm_2337 4.2426 ms 70.5% SingleProcess AUTOTUNE benchmarking takes 12.5761 seconds and 0.0000 seconds precompiling /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(32768x6864, 6864x1536) mm 2.7153 ms 100.0% triton_mm_2377 2.7414 ms 99.0% triton_mm_2378 2.8351 ms 95.8% triton_mm_2379 2.9710 ms 91.4% triton_mm_2372 3.5772 ms 75.9% triton_mm_2370 3.6397 ms 74.6% triton_mm_2374 3.6759 ms 73.9% triton_mm_2373 3.7763 ms 71.9% triton_mm_2375 3.8413 ms 70.7% triton_mm_2371 3.9212 ms 69.2% SingleProcess AUTOTUNE benchmarking takes 9.8208 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5289 ms 100.0% triton_mm_2449 0.5543 ms 95.4% triton_mm_2450 0.5714 ms 92.6% triton_mm_2451 0.5937 ms 89.1% triton_mm_2444 0.6639 ms 79.7% triton_mm_2446 0.6760 ms 78.2% triton_mm_2442 0.6832 ms 77.4% triton_mm_2445 0.7069 ms 74.8% triton_mm_2447 0.7230 ms 73.1% triton_mm_2443 0.7392 ms 71.5% SingleProcess AUTOTUNE benchmarking takes 9.6764 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3072x24, 24x1536) triton_mm_2403 0.0146 ms 100.0% triton_mm_2408 0.0149 ms 98.3% triton_mm_2402 0.0149 ms 98.1% triton_mm_2410 0.0152 ms 96.4% triton_mm_2407 0.0152 ms 96.0% triton_mm_2409 0.0153 ms 95.6% triton_mm_2405 0.0154 ms 94.8% triton_mm_2406 0.0156 ms 93.8% triton_mm_2411 0.0159 ms 91.8% triton_mm_2413 0.0159 ms 91.8% SingleProcess AUTOTUNE benchmarking takes 5.8525 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x3072, 3072x1536) triton_mm_2384 0.0197 ms 100.0% triton_mm_2388 0.0211 ms 93.6% mm 0.0218 ms 90.6% triton_mm_2392 0.0247 ms 79.8% triton_mm_2396 0.0296 ms 66.6% triton_mm_2383 0.0304 ms 64.9% triton_mm_2382 0.0315 ms 62.8% triton_mm_2387 0.0328 ms 60.2% triton_mm_2391 0.0342 ms 57.8% triton_mm_2381 0.0348 ms 56.7% SingleProcess AUTOTUNE benchmarking takes 7.0940 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x32768, 32768x1536) mm 2.5905 ms 100.0% triton_mm_2358 2.7881 ms 92.9% triton_mm_2359 2.8096 ms 92.2% triton_mm_2360 2.9164 ms 88.8% triton_mm_2354 3.6865 ms 70.3% triton_mm_2351 3.7561 ms 69.0% triton_mm_2353 3.8349 ms 67.5% triton_mm_2352 3.8978 ms 66.5% triton_mm_2355 4.0459 ms 64.0% triton_mm_2356 4.0689 ms 63.7% SingleProcess AUTOTUNE benchmarking takes 10.0470 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) triton_mm_2430 0.5382 ms 100.0% mm 0.5429 ms 99.1% triton_mm_2431 0.5576 ms 96.5% triton_mm_2432 0.5989 ms 89.9% triton_mm_2425 0.6658 ms 80.8% triton_mm_2423 0.6702 ms 80.3% triton_mm_2427 0.6745 ms 79.8% triton_mm_2424 0.7108 ms 75.7% triton_mm_2428 0.7286 ms 73.9% triton_mm_2426 0.7625 ms 70.6% SingleProcess AUTOTUNE benchmarking takes 10.9489 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) triton_mm_2468 0.5201 ms 100.0% triton_mm_2469 0.5305 ms 98.0% triton_mm_2470 0.5483 ms 94.9% mm 0.5508 ms 94.4% triton_mm_2463 0.6513 ms 79.8% triton_mm_2461 0.6528 ms 79.7% triton_mm_2465 0.6615 ms 78.6% triton_mm_2464 0.6861 ms 75.8% triton_mm_2462 0.7260 ms 71.6% triton_mm_2466 0.7365 ms 70.6% SingleProcess AUTOTUNE benchmarking takes 10.9906 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5237 ms 100.0% triton_mm_2487 0.5508 ms 95.1% triton_mm_2488 0.5730 ms 91.4% triton_mm_2489 0.5967 ms 87.8% triton_mm_2482 0.6551 ms 79.9% triton_mm_2480 0.6685 ms 78.3% triton_mm_2484 0.6844 ms 76.5% triton_mm_2483 0.7123 ms 73.5% triton_mm_2485 0.7268 ms 72.0% triton_mm_2481 0.7420 ms 70.6% SingleProcess AUTOTUNE benchmarking takes 2.6020 seconds and 0.0009 seconds precompiling AUTOTUNE mm(6864x4608, 4608x1536) mm 0.3713 ms 100.0% triton_mm_2544 0.3904 ms 95.1% triton_mm_2545 0.4010 ms 92.6% triton_mm_2546 0.4157 ms 89.3% triton_mm_2539 0.4838 ms 76.7% triton_mm_2537 0.4930 ms 75.3% triton_mm_2541 0.4985 ms 74.5% triton_mm_2540 0.5060 ms 73.4% triton_mm_2538 0.5410 ms 68.6% triton_mm_2542 0.5543 ms 67.0% SingleProcess AUTOTUNE benchmarking takes 9.5539 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x6864, 6864x1536) mm 0.3624 ms 100.0% triton_mm_2563 0.3767 ms 96.2% triton_mm_2564 0.3864 ms 93.8% triton_mm_2565 0.4034 ms 89.8% triton_mm_2558 0.4932 ms 73.5% triton_mm_2556 0.4970 ms 72.9% triton_mm_2560 0.5015 ms 72.3% triton_mm_2559 0.5259 ms 68.9% triton_mm_2561 0.5263 ms 68.9% triton_mm_2557 0.5334 ms 67.9% SingleProcess AUTOTUNE benchmarking takes 10.0048 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1451 ms 100.0% triton_mm_2518 0.1685 ms 86.1% triton_mm_2522 0.1694 ms 85.6% triton_mm_2525 0.1741 ms 83.3% triton_mm_2526 0.1874 ms 77.4% triton_mm_2521 0.1887 ms 76.9% triton_mm_2527 0.1922 ms 75.5% triton_mm_2523 0.1986 ms 73.1% triton_mm_2519 0.2015 ms 72.0% triton_mm_2520 0.2074 ms 69.9% SingleProcess AUTOTUNE benchmarking takes 9.6807 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1326 ms 100.0% triton_mm_2506 0.1355 ms 97.9% triton_mm_2507 0.1414 ms 93.8% triton_mm_2508 0.1492 ms 88.9% triton_mm_2501 0.1663 ms 79.8% triton_mm_2499 0.1689 ms 78.5% triton_mm_2503 0.1702 ms 77.9% triton_mm_2500 0.1760 ms 75.3% triton_mm_2504 0.1845 ms 71.9% triton_mm_2502 0.1940 ms 68.3% SingleProcess AUTOTUNE benchmarking takes 10.4816 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_2595 0.0252 ms 100.0% triton_mm_2594 0.0255 ms 98.9% triton_mm_2592 0.0255 ms 98.9% triton_mm_2588 0.0273 ms 92.5% triton_mm_2589 0.0274 ms 92.1% triton_mm_2591 0.0274 ms 92.1% triton_mm_2598 0.0275 ms 92.0% triton_mm_2597 0.0280 ms 90.3% triton_mm_2599 0.0280 ms 90.3% triton_mm_2593 0.0282 ms 89.7% SingleProcess AUTOTUNE benchmarking takes 5.8816 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5231 ms 100.0% triton_mm_2635 0.5538 ms 94.5% triton_mm_2636 0.5745 ms 91.1% triton_mm_2637 0.5952 ms 87.9% triton_mm_2630 0.6668 ms 78.5% triton_mm_2628 0.6793 ms 77.0% triton_mm_2632 0.6812 ms 76.8% triton_mm_2631 0.7064 ms 74.1% triton_mm_2633 0.7267 ms 72.0% triton_mm_2629 0.7428 ms 70.4% SingleProcess AUTOTUNE benchmarking takes 2.6039 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0403 ms 100.0% triton_mm_2574 0.0405 ms 99.5% triton_mm_2570 0.0427 ms 94.3% triton_mm_2578 0.0530 ms 76.0% triton_mm_2582 0.0692 ms 58.2% triton_mm_2569 0.0729 ms 55.2% triton_mm_2568 0.0783 ms 51.4% triton_mm_2573 0.0844 ms 47.7% triton_mm_2577 0.0876 ms 46.0% triton_mm_2567 0.0920 ms 43.8% SingleProcess AUTOTUNE benchmarking takes 6.7740 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5316 ms 100.0% triton_mm_2616 0.5359 ms 99.2% triton_mm_2617 0.5548 ms 95.8% triton_mm_2618 0.6000 ms 88.6% triton_mm_2611 0.6657 ms 79.9% triton_mm_2609 0.6696 ms 79.4% triton_mm_2613 0.6820 ms 77.9% triton_mm_2610 0.7067 ms 75.2% triton_mm_2614 0.7315 ms 72.7% triton_mm_2612 0.7685 ms 69.2% SingleProcess AUTOTUNE benchmarking takes 2.5998 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4874 ms 100.0% triton_mm_2654 0.5213 ms 93.5% triton_mm_2655 0.5341 ms 91.3% triton_mm_2656 0.5519 ms 88.3% triton_mm_2649 0.6523 ms 74.7% triton_mm_2647 0.6547 ms 74.4% triton_mm_2651 0.6622 ms 73.6% triton_mm_2650 0.6878 ms 70.9% triton_mm_2648 0.7335 ms 66.4% triton_mm_2652 0.7394 ms 65.9% SingleProcess AUTOTUNE benchmarking takes 2.6053 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5221 ms 100.0% triton_mm_2673 0.5537 ms 94.3% triton_mm_2674 0.5738 ms 91.0% triton_mm_2675 0.5966 ms 87.5% triton_mm_2668 0.6596 ms 79.2% triton_mm_2670 0.6803 ms 76.7% triton_mm_2666 0.6819 ms 76.6% triton_mm_2669 0.7115 ms 73.4% triton_mm_2671 0.7370 ms 70.8% triton_mm_2667 0.7446 ms 70.1% SingleProcess AUTOTUNE benchmarking takes 2.5954 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x4608, 4608x1536) mm 0.3693 ms 100.0% triton_mm_2730 0.3921 ms 94.2% triton_mm_2731 0.4030 ms 91.6% triton_mm_2732 0.4164 ms 88.7% triton_mm_2725 0.4901 ms 75.4% triton_mm_2723 0.4961 ms 74.4% triton_mm_2727 0.5063 ms 72.9% triton_mm_2726 0.5137 ms 71.9% triton_mm_2724 0.5439 ms 67.9% triton_mm_2728 0.5579 ms 66.2% SingleProcess AUTOTUNE benchmarking takes 2.5704 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x6864, 6864x1536) mm 0.3614 ms 100.0% triton_mm_2749 0.3814 ms 94.8% triton_mm_2750 0.3924 ms 92.1% triton_mm_2751 0.4088 ms 88.4% triton_mm_2744 0.5013 ms 72.1% triton_mm_2742 0.5030 ms 71.9% triton_mm_2746 0.5085 ms 71.1% triton_mm_2747 0.5368 ms 67.3% triton_mm_2745 0.5376 ms 67.2% triton_mm_2743 0.5440 ms 66.4% SingleProcess AUTOTUNE benchmarking takes 2.5656 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1465 ms 100.0% triton_mm_2704 0.1712 ms 85.6% triton_mm_2708 0.1721 ms 85.1% triton_mm_2711 0.1744 ms 84.0% triton_mm_2712 0.1889 ms 77.6% triton_mm_2707 0.1906 ms 76.9% triton_mm_2713 0.1932 ms 75.8% triton_mm_2709 0.2009 ms 72.9% triton_mm_2705 0.2016 ms 72.7% triton_mm_2706 0.2080 ms 70.4% SingleProcess AUTOTUNE benchmarking takes 2.4709 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1341 ms 100.0% triton_mm_2692 0.1357 ms 98.8% triton_mm_2693 0.1424 ms 94.2% triton_mm_2694 0.1511 ms 88.8% triton_mm_2687 0.1691 ms 79.3% triton_mm_2685 0.1708 ms 78.5% triton_mm_2689 0.1728 ms 77.6% triton_mm_2686 0.1793 ms 74.8% triton_mm_2690 0.1863 ms 72.0% triton_mm_2688 0.1933 ms 69.4% SingleProcess AUTOTUNE benchmarking takes 2.4733 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_2781 0.0252 ms 100.0% triton_mm_2780 0.0255 ms 99.0% triton_mm_2775 0.0261 ms 96.8% triton_mm_2777 0.0261 ms 96.8% triton_mm_2779 0.0268 ms 94.0% triton_mm_2778 0.0269 ms 93.8% triton_mm_2774 0.0273 ms 92.4% triton_mm_2784 0.0275 ms 92.0% triton_mm_2776 0.0282 ms 89.5% triton_mm_2782 0.0286 ms 88.2% SingleProcess AUTOTUNE benchmarking takes 2.1460 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5224 ms 100.0% triton_mm_2821 0.5537 ms 94.3% triton_mm_2822 0.5745 ms 90.9% triton_mm_2823 0.5954 ms 87.7% triton_mm_2816 0.6759 ms 77.3% triton_mm_2814 0.6785 ms 77.0% triton_mm_2818 0.6828 ms 76.5% triton_mm_2817 0.7062 ms 74.0% triton_mm_2819 0.7284 ms 71.7% triton_mm_2815 0.7435 ms 70.3% SingleProcess AUTOTUNE benchmarking takes 2.5976 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0402 ms 100.0% triton_mm_2760 0.0404 ms 99.4% triton_mm_2756 0.0428 ms 94.0% triton_mm_2764 0.0530 ms 75.8% triton_mm_2768 0.0678 ms 59.2% triton_mm_2755 0.0730 ms 55.1% triton_mm_2754 0.0783 ms 51.3% triton_mm_2759 0.0844 ms 47.6% triton_mm_2763 0.0866 ms 46.4% triton_mm_2753 0.0920 ms 43.7% SingleProcess AUTOTUNE benchmarking takes 2.1322 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5305 ms 100.0% triton_mm_2802 0.5360 ms 99.0% triton_mm_2803 0.5582 ms 95.0% triton_mm_2804 0.5997 ms 88.5% triton_mm_2795 0.6693 ms 79.3% triton_mm_2799 0.6726 ms 78.9% triton_mm_2797 0.6768 ms 78.4% triton_mm_2796 0.7187 ms 73.8% triton_mm_2800 0.7334 ms 72.3% triton_mm_2798 0.7773 ms 68.3% SingleProcess AUTOTUNE benchmarking takes 2.6075 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5335 ms 100.0% triton_mm_2988 0.5357 ms 99.6% triton_mm_2989 0.5558 ms 96.0% triton_mm_2990 0.5965 ms 89.4% triton_mm_2983 0.6635 ms 80.4% triton_mm_2981 0.6688 ms 79.8% triton_mm_2985 0.6815 ms 78.3% triton_mm_2982 0.7107 ms 75.1% triton_mm_2986 0.7311 ms 73.0% triton_mm_2984 0.7628 ms 69.9% SingleProcess AUTOTUNE benchmarking takes 2.6012 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x768, 768x2048) triton_mm_5778 0.0984 ms 100.0% mm 0.1000 ms 98.4% triton_mm_5779 0.1028 ms 95.7% triton_mm_5771 0.1172 ms 83.9% triton_mm_5773 0.1180 ms 83.4% triton_mm_5775 0.1184 ms 83.1% triton_mm_5780 0.1276 ms 77.1% triton_mm_5772 0.1277 ms 77.0% triton_mm_5776 0.1329 ms 74.0% triton_mm_5774 0.1560 ms 63.1% SingleProcess AUTOTUNE benchmarking takes 10.4623 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x2048, 2048x2048) triton_mm_5816 0.2316 ms 100.0% mm 0.2321 ms 99.8% triton_mm_5817 0.2418 ms 95.8% triton_mm_5818 0.2554 ms 90.7% triton_mm_5809 0.2915 ms 79.4% triton_mm_5811 0.2924 ms 79.2% triton_mm_5813 0.2959 ms 78.3% triton_mm_5812 0.3172 ms 73.0% triton_mm_5810 0.3231 ms 71.7% triton_mm_5814 0.3302 ms 70.1% SingleProcess AUTOTUNE benchmarking takes 10.2353 seconds and 0.0000 seconds precompiling AUTOTUNE mm(2048x6864, 6864x2048) mm 0.2389 ms 100.0% triton_mm_5835 0.2786 ms 85.8% triton_mm_5836 0.2846 ms 84.0% triton_mm_5837 0.2914 ms 82.0% triton_mm_5832 0.3112 ms 76.8% triton_mm_5828 0.3117 ms 76.7% triton_mm_5831 0.3189 ms 74.9% triton_mm_5830 0.3211 ms 74.4% triton_mm_5833 0.3276 ms 72.9% triton_mm_5829 0.3330 ms 71.8% SingleProcess AUTOTUNE benchmarking takes 10.1935 seconds and 0.0000 seconds precompiling AUTOTUNE mm(2048x6864, 6864x1536) mm 0.1754 ms 100.0% triton_mm_5873 0.1839 ms 95.4% triton_mm_5874 0.1898 ms 92.4% triton_mm_5875 0.1950 ms 89.9% triton_mm_5869 0.2489 ms 70.5% triton_mm_5871 0.2576 ms 68.1% triton_mm_5867 0.2622 ms 66.9% triton_mm_5868 0.2666 ms 65.8% triton_mm_5870 0.2696 ms 65.1% triton_mm_5866 0.2728 ms 64.3% SingleProcess AUTOTUNE benchmarking takes 10.1833 seconds and 0.0000 seconds precompiling AUTOTUNE mm(768x6864, 6864x2048) mm 0.0951 ms 100.0% triton_mm_5799 0.0996 ms 95.5% triton_mm_5798 0.1085 ms 87.7% triton_mm_5792 0.1170 ms 81.3% triton_mm_5797 0.1215 ms 78.3% triton_mm_5790 0.1218 ms 78.1% triton_mm_5794 0.1239 ms 76.8% triton_mm_5793 0.1257 ms 75.7% triton_mm_5795 0.1316 ms 72.3% triton_mm_5791 0.1334 ms 71.3% SingleProcess AUTOTUNE benchmarking takes 9.9727 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x2048, 2048x1536) mm 0.1719 ms 100.0% triton_mm_5854 0.1766 ms 97.3% triton_mm_5855 0.1823 ms 94.3% triton_mm_5856 0.1924 ms 89.3% triton_mm_5849 0.2172 ms 79.1% triton_mm_5851 0.2202 ms 78.1% triton_mm_5847 0.2205 ms 78.0% triton_mm_5850 0.2405 ms 71.5% triton_mm_5848 0.2430 ms 70.7% triton_mm_5852 0.2492 ms 69.0% SingleProcess AUTOTUNE benchmarking takes 10.4528 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6840, 6840x28) mm 0.0371 ms 100.0% triton_mm_7003 0.0483 ms 76.9% triton_mm_6996 0.0507 ms 73.3% triton_mm_6994 0.0600 ms 61.9% triton_mm_6995 0.0660 ms 56.2% triton_mm_7002 0.0721 ms 51.5% triton_mm_6999 0.0742 ms 50.0% triton_mm_6993 0.0745 ms 49.8% triton_mm_7008 0.0761 ms 48.8% triton_mm_7001 0.0807 ms 46.0% SingleProcess AUTOTUNE benchmarking takes 6.7612 seconds and 0.0000 seconds precompiling /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2198: UserWarning: Overwriting vit_tiny_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2207: UserWarning: Overwriting vit_tiny_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2216: UserWarning: Overwriting vit_small_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2225: UserWarning: Overwriting vit_small_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2234: UserWarning: Overwriting vit_small_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2243: UserWarning: Overwriting vit_small_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2252: UserWarning: Overwriting vit_small_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2261: UserWarning: Overwriting vit_base_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2271: UserWarning: Overwriting vit_base_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2281: UserWarning: Overwriting vit_base_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2291: UserWarning: Overwriting vit_base_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2301: UserWarning: Overwriting vit_base_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2311: UserWarning: Overwriting vit_large_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2320: UserWarning: Overwriting vit_large_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2330: UserWarning: Overwriting vit_large_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2340: UserWarning: Overwriting vit_large_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2350: UserWarning: Overwriting vit_large_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2359: UserWarning: Overwriting vit_huge_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2368: UserWarning: Overwriting vit_giant_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2377: UserWarning: Overwriting vit_gigantic_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2387: UserWarning: Overwriting vit_base_patch16_224_miil in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224_miil. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224_miil(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2398: UserWarning: Overwriting vit_medium_patch16_gap_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2410: UserWarning: Overwriting vit_medium_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2422: UserWarning: Overwriting vit_medium_patch16_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2434: UserWarning: Overwriting vit_betwixt_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2446: UserWarning: Overwriting vit_base_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2457: UserWarning: Overwriting vit_huge_patch14_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2468: UserWarning: Overwriting vit_huge_patch16_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch16_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch16_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2479: UserWarning: Overwriting vit_giant_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2491: UserWarning: Overwriting vit_xsmall_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_xsmall_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_xsmall_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2500: UserWarning: Overwriting vit_medium_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2510: UserWarning: Overwriting vit_medium_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2519: UserWarning: Overwriting vit_betwixt_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2529: UserWarning: Overwriting vit_base_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2540: UserWarning: Overwriting vit_base_patch32_clip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2551: UserWarning: Overwriting vit_base_patch32_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2562: UserWarning: Overwriting vit_base_patch32_clip_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2573: UserWarning: Overwriting vit_base_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2583: UserWarning: Overwriting vit_base_patch16_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2593: UserWarning: Overwriting vit_large_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2603: UserWarning: Overwriting vit_large_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2613: UserWarning: Overwriting vit_huge_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2623: UserWarning: Overwriting vit_huge_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2633: UserWarning: Overwriting vit_huge_patch14_clip_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2643: UserWarning: Overwriting vit_giant_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2656: UserWarning: Overwriting vit_gigantic_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2669: UserWarning: Overwriting vit_base_patch32_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2681: UserWarning: Overwriting vit_base_patch16_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2693: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2705: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2717: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2729: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2743: UserWarning: Overwriting vit_base_patch32_plus_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_plus_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_plus_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2753: UserWarning: Overwriting vit_base_patch16_plus_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_plus_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_plus_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2763: UserWarning: Overwriting vit_base_patch16_rpn_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_rpn_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_rpn_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2775: UserWarning: Overwriting vit_small_patch16_36x1_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_36x1_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_36x1_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2787: UserWarning: Overwriting vit_small_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2800: UserWarning: Overwriting vit_base_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2812: UserWarning: Overwriting eva_large_patch14_196 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_196. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_196(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2821: UserWarning: Overwriting eva_large_patch14_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2829: UserWarning: Overwriting flexivit_small in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_small. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_small(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2838: UserWarning: Overwriting flexivit_base in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_base. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_base(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2847: UserWarning: Overwriting flexivit_large in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_large. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_large(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2856: UserWarning: Overwriting vit_base_patch16_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2869: UserWarning: Overwriting vit_large_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2882: UserWarning: Overwriting vit_huge_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2895: UserWarning: Overwriting vit_small_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2905: UserWarning: Overwriting vit_base_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2915: UserWarning: Overwriting vit_large_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2925: UserWarning: Overwriting vit_giant_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2942: UserWarning: Overwriting vit_small_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2955: UserWarning: Overwriting vit_base_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2968: UserWarning: Overwriting vit_large_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2981: UserWarning: Overwriting vit_giant_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2998: UserWarning: Overwriting vit_base_patch16_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3008: UserWarning: Overwriting vit_base_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3018: UserWarning: Overwriting vit_base_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3028: UserWarning: Overwriting vit_base_patch16_siglip_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3038: UserWarning: Overwriting vit_large_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3048: UserWarning: Overwriting vit_large_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3058: UserWarning: Overwriting vit_so400m_patch14_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3068: UserWarning: Overwriting vit_so400m_patch14_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3078: UserWarning: Overwriting vit_base_patch16_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3089: UserWarning: Overwriting vit_base_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3100: UserWarning: Overwriting vit_base_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3111: UserWarning: Overwriting vit_base_patch16_siglip_gap_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3122: UserWarning: Overwriting vit_large_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3133: UserWarning: Overwriting vit_large_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3144: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3156: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3168: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3180: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_896 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_896. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_896(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3192: UserWarning: Overwriting vit_wee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_wee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_wee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3203: UserWarning: Overwriting vit_pwee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_pwee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_pwee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3214: UserWarning: Overwriting vit_little_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3225: UserWarning: Overwriting vit_little_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3236: UserWarning: Overwriting vit_medium_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3247: UserWarning: Overwriting vit_medium_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3258: UserWarning: Overwriting vit_mediumd_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_mediumd_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_mediumd_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3269: UserWarning: Overwriting vit_betwixt_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3280: UserWarning: Overwriting vit_betwixt_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3291: UserWarning: Overwriting vit_base_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3302: UserWarning: Overwriting vit_so150m_patch16_reg4_map_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_map_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_map_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3313: UserWarning: Overwriting vit_so150m_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/train.py:99: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature. checkpoint = torch.load(vae_ckpt, map_location="cpu") /home/user/VAR/utils/amp_sc.py:27: FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead. self.scaler = torch.cuda.amp.GradScaler(init_scale=2. ** 11, growth_interval=1000) if self.using_fp16_rather_bf16 else None # only fp16 needs a scaler /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(6840x28, 28x1536) triton_mm_7 0.0328 ms 100.0% triton_mm_6 0.0332 ms 99.0% triton_mm_8 0.0332 ms 99.0% triton_mm_9 0.0333 ms 98.7% triton_mm_11 0.0345 ms 95.1% triton_mm_12 0.0358 ms 91.7% triton_mm_15 0.0364 ms 90.3% triton_mm_4 0.0364 ms 90.1% triton_mm_3 0.0366 ms 89.6% triton_mm_14 0.0371 ms 88.4% SingleProcess AUTOTUNE benchmarking takes 2.0454 seconds and 0.0191 seconds precompiling AUTOTUNE addmm(24x9216, 24x1536, 1536x9216) triton_mm_33 0.0355 ms 100.0% triton_mm_29 0.0362 ms 98.1% triton_mm_24 0.0365 ms 97.2% triton_mm_21 0.0371 ms 95.8% triton_mm_28 0.0371 ms 95.6% triton_mm_25 0.0378 ms 94.0% triton_mm_18 0.0382 ms 92.9% bias_addmm 0.0384 ms 92.3% triton_mm_19 0.0414 ms 85.8% addmm 0.0427 ms 83.1% SingleProcess AUTOTUNE benchmarking takes 2.1936 seconds and 0.0009 seconds precompiling AUTOTUNE addmm(6864x4608, 6864x1536, 1536x4608) triton_mm_51 0.4346 ms 100.0% triton_mm_50 0.4376 ms 99.3% triton_mm_52 0.4860 ms 89.4% triton_mm_45 0.5165 ms 84.1% triton_mm_47 0.5478 ms 79.3% triton_mm_43 0.5493 ms 79.1% triton_mm_44 0.6009 ms 72.3% triton_mm_46 0.6090 ms 71.4% addmm 0.6103 ms 71.2% triton_mm_48 0.6174 ms 70.4% SingleProcess AUTOTUNE benchmarking takes 2.6980 seconds and 0.0078 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x1536, 1536x1536) triton_mm_70 0.1465 ms 100.0% triton_mm_69 0.1475 ms 99.3% triton_mm_71 0.1632 ms 89.8% bias_addmm 0.1650 ms 88.8% addmm 0.1776 ms 82.5% triton_mm_64 0.1777 ms 82.4% triton_mm_62 0.1849 ms 79.2% triton_mm_66 0.1851 ms 79.1% triton_mm_63 0.2013 ms 72.8% triton_mm_67 0.2052 ms 71.4% SingleProcess AUTOTUNE benchmarking takes 2.5789 seconds and 0.0010 seconds precompiling AUTOTUNE addmm(6864x6144, 6864x1536, 1536x6144) triton_mm_89 0.5738 ms 100.0% triton_mm_88 0.5785 ms 99.2% triton_mm_90 0.6379 ms 89.9% triton_mm_83 0.6924 ms 82.9% triton_mm_85 0.7198 ms 79.7% triton_mm_81 0.7370 ms 77.9% addmm 0.7520 ms 76.3% triton_mm_82 0.8104 ms 70.8% bias_addmm 0.8150 ms 70.4% triton_mm_84 0.8184 ms 70.1% SingleProcess AUTOTUNE benchmarking takes 2.7324 seconds and 0.5780 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_108 0.5321 ms 100.0% triton_mm_107 0.5497 ms 96.8% addmm 0.5609 ms 94.9% triton_mm_109 0.5673 ms 93.8% bias_addmm 0.6081 ms 87.5% triton_mm_102 0.6650 ms 80.0% triton_mm_100 0.6965 ms 76.4% triton_mm_104 0.6976 ms 76.3% triton_mm_103 0.7025 ms 75.7% triton_mm_105 0.7708 ms 69.0% SingleProcess AUTOTUNE benchmarking takes 2.7299 seconds and 0.1576 seconds precompiling AUTOTUNE addmm(24x9216, 24x1536, 1536x9216) triton_mm_121 0.0357 ms 100.0% triton_mm_126 0.0360 ms 99.4% triton_mm_122 0.0360 ms 99.3% triton_mm_114 0.0371 ms 96.4% bias_addmm 0.0371 ms 96.3% triton_mm_117 0.0371 ms 96.3% triton_mm_118 0.0375 ms 95.3% triton_mm_111 0.0380 ms 94.1% triton_mm_112 0.0415 ms 86.1% addmm 0.0427 ms 83.7% SingleProcess AUTOTUNE benchmarking takes 2.1971 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_201 0.5294 ms 100.0% triton_mm_200 0.5499 ms 96.3% triton_mm_202 0.5662 ms 93.5% addmm 0.6014 ms 88.0% bias_addmm 0.6077 ms 87.1% triton_mm_195 0.6637 ms 79.8% triton_mm_193 0.6870 ms 77.1% triton_mm_197 0.6962 ms 76.0% triton_mm_196 0.7018 ms 75.4% triton_mm_198 0.7704 ms 68.7% SingleProcess AUTOTUNE benchmarking takes 2.7240 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(24x9216, 24x1536, 1536x9216) triton_mm_215 0.0352 ms 100.0% triton_mm_214 0.0358 ms 98.2% triton_mm_219 0.0360 ms 97.6% triton_mm_207 0.0371 ms 94.8% triton_mm_210 0.0376 ms 93.5% triton_mm_211 0.0377 ms 93.5% triton_mm_204 0.0377 ms 93.4% bias_addmm 0.0401 ms 87.7% triton_mm_205 0.0426 ms 82.6% triton_mm_217 0.0428 ms 82.3% SingleProcess AUTOTUNE benchmarking takes 2.1985 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(24x9216, 24x1536, 1536x9216) triton_mm_308 0.0360 ms 100.0% triton_mm_312 0.0361 ms 99.7% triton_mm_304 0.0367 ms 98.3% triton_mm_307 0.0371 ms 97.2% triton_mm_303 0.0377 ms 95.6% triton_mm_300 0.0381 ms 94.5% triton_mm_297 0.0384 ms 93.9% bias_addmm 0.0401 ms 89.8% triton_mm_298 0.0425 ms 84.7% triton_mm_310 0.0427 ms 84.3% SingleProcess AUTOTUNE benchmarking takes 2.1884 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(24x9216, 24x1536, 1536x9216) triton_mm_401 0.0353 ms 100.0% triton_mm_405 0.0355 ms 99.5% triton_mm_397 0.0366 ms 96.2% triton_mm_400 0.0370 ms 95.4% triton_mm_393 0.0371 ms 95.0% triton_mm_396 0.0375 ms 94.1% triton_mm_390 0.0379 ms 93.2% bias_addmm 0.0400 ms 88.2% triton_mm_391 0.0424 ms 83.2% triton_mm_399 0.0429 ms 82.1% SingleProcess AUTOTUNE benchmarking takes 2.2013 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(24x9216, 24x1536, 1536x9216) triton_mm_498 0.0360 ms 100.0% triton_mm_494 0.0360 ms 99.9% triton_mm_493 0.0370 ms 97.3% triton_mm_489 0.0372 ms 96.8% triton_mm_490 0.0376 ms 95.6% triton_mm_486 0.0380 ms 94.8% triton_mm_483 0.0382 ms 94.1% bias_addmm 0.0399 ms 90.1% triton_mm_484 0.0421 ms 85.3% triton_mm_492 0.0429 ms 83.8% SingleProcess AUTOTUNE benchmarking takes 2.1962 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x2048, 6864x1536, 1536x2048) triton_mm_592 0.1880 ms 100.0% triton_mm_591 0.1883 ms 99.8% triton_mm_593 0.2092 ms 89.9% triton_mm_586 0.2255 ms 83.4% triton_mm_588 0.2347 ms 80.1% triton_mm_584 0.2355 ms 79.8% bias_addmm 0.2420 ms 77.7% triton_mm_585 0.2585 ms 72.7% triton_mm_589 0.2637 ms 71.3% triton_mm_587 0.2706 ms 69.5% SingleProcess AUTOTUNE benchmarking takes 2.6130 seconds and 0.0050 seconds precompiling AUTOTUNE addmm(6864x2048, 6864x2048, 2048x2048) triton_mm_610 0.2427 ms 100.0% triton_mm_611 0.2430 ms 99.9% bias_addmm 0.2612 ms 92.9% triton_mm_612 0.2674 ms 90.8% triton_mm_605 0.2963 ms 81.9% addmm 0.2994 ms 81.1% triton_mm_603 0.3040 ms 79.8% triton_mm_607 0.3067 ms 79.1% triton_mm_606 0.3314 ms 73.2% triton_mm_608 0.3473 ms 69.9% SingleProcess AUTOTUNE benchmarking takes 2.6417 seconds and 0.0010 seconds precompiling AUTOTUNE mm(6864x2048, 2048x768) mm 0.0917 ms 100.0% triton_mm_630 0.0948 ms 96.8% triton_mm_629 0.0995 ms 92.2% triton_mm_631 0.1009 ms 90.9% triton_mm_624 0.1145 ms 80.1% triton_mm_626 0.1157 ms 79.3% triton_mm_622 0.1177 ms 77.9% triton_mm_625 0.1277 ms 71.8% triton_mm_627 0.1322 ms 69.4% triton_mm_623 0.1336 ms 68.6% SingleProcess AUTOTUNE benchmarking takes 2.4320 seconds and 0.0009 seconds precompiling AUTOTUNE addmm(24x9216, 24x1536, 1536x9216) triton_mm_644 0.0352 ms 100.0% triton_mm_648 0.0360 ms 97.7% triton_mm_639 0.0366 ms 96.0% triton_mm_640 0.0367 ms 95.8% triton_mm_643 0.0371 ms 94.7% triton_mm_633 0.0379 ms 92.8% triton_mm_636 0.0380 ms 92.4% bias_addmm 0.0384 ms 91.5% triton_mm_634 0.0425 ms 82.7% addmm 0.0427 ms 82.4% SingleProcess AUTOTUNE benchmarking takes 2.2200 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(24x9216, 24x1536, 1536x9216) triton_mm_741 0.0355 ms 100.0% triton_mm_736 0.0358 ms 99.1% triton_mm_737 0.0361 ms 98.5% triton_mm_733 0.0367 ms 96.8% triton_mm_732 0.0377 ms 94.2% triton_mm_726 0.0379 ms 93.8% triton_mm_729 0.0379 ms 93.7% bias_addmm 0.0399 ms 88.9% triton_mm_728 0.0423 ms 84.0% triton_mm_727 0.0424 ms 83.7% SingleProcess AUTOTUNE benchmarking takes 2.1957 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(24x9216, 24x1536, 1536x9216) triton_mm_834 0.0354 ms 100.0% triton_mm_830 0.0361 ms 98.3% triton_mm_825 0.0365 ms 97.1% triton_mm_829 0.0369 ms 96.0% triton_mm_822 0.0371 ms 95.5% triton_mm_826 0.0376 ms 94.3% triton_mm_819 0.0381 ms 93.0% bias_addmm 0.0399 ms 88.7% triton_mm_820 0.0425 ms 83.3% addmm 0.0430 ms 82.4% SingleProcess AUTOTUNE benchmarking takes 2.2200 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(24x9216, 24x1536, 1536x9216) triton_mm_923 0.0353 ms 100.0% triton_mm_927 0.0355 ms 99.5% triton_mm_919 0.0367 ms 96.0% triton_mm_915 0.0371 ms 95.1% triton_mm_922 0.0372 ms 94.8% triton_mm_918 0.0374 ms 94.4% triton_mm_912 0.0383 ms 92.2% bias_addmm 0.0388 ms 90.9% triton_mm_914 0.0422 ms 83.5% triton_mm_913 0.0426 ms 82.9% SingleProcess AUTOTUNE benchmarking takes 2.2006 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(24x9216, 24x1536, 1536x9216) triton_mm_1020 0.0354 ms 100.0% triton_mm_1016 0.0360 ms 98.4% triton_mm_1011 0.0367 ms 96.5% triton_mm_1015 0.0370 ms 95.8% triton_mm_1008 0.0371 ms 95.6% triton_mm_1012 0.0375 ms 94.4% triton_mm_1005 0.0381 ms 92.9% bias_addmm 0.0399 ms 88.8% triton_mm_1006 0.0425 ms 83.4% triton_mm_1018 0.0427 ms 83.0% SingleProcess AUTOTUNE benchmarking takes 2.2217 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x1536, 1536x3072) triton_mm_2314 0.0166 ms 100.0% triton_mm_2310 0.0167 ms 99.4% triton_mm_2318 0.0187 ms 89.2% triton_mm_2322 0.0204 ms 81.5% mm 0.0209 ms 79.6% triton_mm_2309 0.0220 ms 75.6% triton_mm_2308 0.0227 ms 73.2% triton_mm_2307 0.0228 ms 73.1% triton_mm_2313 0.0232 ms 71.6% triton_mm_2317 0.0235 ms 70.9% SingleProcess AUTOTUNE benchmarking takes 7.5327 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x32768, 6864x1536, 1536x32768) bias_addmm 2.9704 ms 100.0% triton_mm_2340 2.9874 ms 99.4% triton_mm_2339 3.0413 ms 97.7% triton_mm_2341 3.3454 ms 88.8% triton_mm_2334 3.6536 ms 81.3% addmm 3.7180 ms 79.9% triton_mm_2336 3.7853 ms 78.5% triton_mm_2332 3.9198 ms 75.8% triton_mm_2335 4.2600 ms 69.7% triton_mm_2337 4.2884 ms 69.3% SingleProcess AUTOTUNE benchmarking takes 12.5852 seconds and 0.0000 seconds precompiling /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(32768x6864, 6864x1536) triton_mm_2377 2.8041 ms 100.0% triton_mm_2378 2.8672 ms 97.8% mm 2.9112 ms 96.3% triton_mm_2379 3.0031 ms 93.4% triton_mm_2372 3.6302 ms 77.2% triton_mm_2370 3.6407 ms 77.0% triton_mm_2374 3.7318 ms 75.1% triton_mm_2373 3.8189 ms 73.4% triton_mm_2375 3.8909 ms 72.1% triton_mm_2371 3.9703 ms 70.6% SingleProcess AUTOTUNE benchmarking takes 10.1174 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5318 ms 100.0% triton_mm_2449 0.5580 ms 95.3% triton_mm_2450 0.5769 ms 92.2% triton_mm_2451 0.5985 ms 88.8% triton_mm_2444 0.6704 ms 79.3% triton_mm_2446 0.6799 ms 78.2% triton_mm_2442 0.6821 ms 78.0% triton_mm_2445 0.7099 ms 74.9% triton_mm_2447 0.7296 ms 72.9% triton_mm_2443 0.7441 ms 71.5% SingleProcess AUTOTUNE benchmarking takes 9.8984 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3072x24, 24x1536) triton_mm_2405 0.0143 ms 100.0% triton_mm_2408 0.0148 ms 96.3% triton_mm_2407 0.0150 ms 94.9% triton_mm_2403 0.0153 ms 93.5% triton_mm_2406 0.0153 ms 93.5% triton_mm_2409 0.0155 ms 92.0% triton_mm_2410 0.0156 ms 91.6% triton_mm_2412 0.0161 ms 88.8% triton_mm_2402 0.0161 ms 88.7% triton_mm_2404 0.0162 ms 88.0% SingleProcess AUTOTUNE benchmarking takes 5.9272 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x3072, 3072x1536) mm 0.0219 ms 100.0% triton_mm_2384 0.0223 ms 98.1% triton_mm_2388 0.0226 ms 97.0% triton_mm_2392 0.0249 ms 87.8% triton_mm_2396 0.0285 ms 76.8% triton_mm_2383 0.0295 ms 74.2% triton_mm_2382 0.0313 ms 69.9% triton_mm_2387 0.0326 ms 67.1% triton_mm_2391 0.0340 ms 64.3% triton_mm_2381 0.0356 ms 61.4% SingleProcess AUTOTUNE benchmarking takes 7.2225 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x32768, 32768x1536) mm 2.6150 ms 100.0% triton_mm_2358 2.8131 ms 93.0% triton_mm_2359 2.8628 ms 91.3% triton_mm_2360 2.9488 ms 88.7% triton_mm_2354 3.7719 ms 69.3% triton_mm_2351 3.7854 ms 69.1% triton_mm_2353 3.8177 ms 68.5% triton_mm_2352 3.9426 ms 66.3% triton_mm_2356 4.0661 ms 64.3% triton_mm_2355 4.0762 ms 64.2% SingleProcess AUTOTUNE benchmarking takes 3.0993 seconds and 0.0010 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5408 ms 100.0% triton_mm_2430 0.5427 ms 99.7% triton_mm_2431 0.5616 ms 96.3% triton_mm_2432 0.6048 ms 89.4% triton_mm_2425 0.6772 ms 79.9% triton_mm_2423 0.6805 ms 79.5% triton_mm_2427 0.6909 ms 78.3% triton_mm_2424 0.7207 ms 75.0% triton_mm_2428 0.7468 ms 72.4% triton_mm_2426 0.7755 ms 69.7% SingleProcess AUTOTUNE benchmarking takes 2.5995 seconds and 0.0010 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4893 ms 100.0% triton_mm_2468 0.5233 ms 93.5% triton_mm_2469 0.5337 ms 91.7% triton_mm_2470 0.5536 ms 88.4% triton_mm_2463 0.6484 ms 75.5% triton_mm_2461 0.6485 ms 75.5% triton_mm_2465 0.6682 ms 73.2% triton_mm_2464 0.6900 ms 70.9% triton_mm_2462 0.7193 ms 68.0% triton_mm_2466 0.7417 ms 66.0% SingleProcess AUTOTUNE benchmarking takes 9.4664 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5280 ms 100.0% triton_mm_2487 0.5565 ms 94.9% triton_mm_2488 0.5750 ms 91.8% triton_mm_2482 0.6618 ms 79.8% triton_mm_2489 0.6700 ms 78.8% triton_mm_2480 0.6764 ms 78.1% triton_mm_2484 0.6818 ms 77.4% triton_mm_2483 0.7131 ms 74.0% triton_mm_2485 0.7340 ms 71.9% triton_mm_2481 0.7454 ms 70.8% SingleProcess AUTOTUNE benchmarking takes 9.7260 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x4608, 4608x1536) triton_mm_2544 0.3889 ms 100.0% triton_mm_2545 0.3983 ms 97.6% triton_mm_2546 0.4133 ms 94.1% mm 0.4199 ms 92.6% triton_mm_2539 0.4844 ms 80.3% triton_mm_2537 0.4899 ms 79.4% triton_mm_2541 0.5004 ms 77.7% triton_mm_2540 0.5099 ms 76.3% triton_mm_2538 0.5377 ms 72.3% triton_mm_2542 0.5514 ms 70.5% SingleProcess AUTOTUNE benchmarking takes 9.4655 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x6864, 6864x1536) mm 0.3599 ms 100.0% triton_mm_2563 0.3788 ms 95.0% triton_mm_2564 0.3893 ms 92.5% triton_mm_2565 0.4055 ms 88.8% triton_mm_2558 0.4950 ms 72.7% triton_mm_2556 0.5000 ms 72.0% triton_mm_2560 0.5044 ms 71.4% triton_mm_2561 0.5302 ms 67.9% triton_mm_2559 0.5321 ms 67.6% triton_mm_2557 0.5372 ms 67.0% SingleProcess AUTOTUNE benchmarking takes 9.7015 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1460 ms 100.0% triton_mm_2518 0.1701 ms 85.8% triton_mm_2522 0.1722 ms 84.8% triton_mm_2525 0.1761 ms 83.0% triton_mm_2520 0.1867 ms 78.2% triton_mm_2526 0.1885 ms 77.5% triton_mm_2521 0.1912 ms 76.4% triton_mm_2527 0.1929 ms 75.7% triton_mm_2523 0.2008 ms 72.7% triton_mm_2519 0.2028 ms 72.0% SingleProcess AUTOTUNE benchmarking takes 2.4766 seconds and 0.0010 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1338 ms 100.0% triton_mm_2506 0.1368 ms 97.8% triton_mm_2507 0.1425 ms 93.8% triton_mm_2508 0.1512 ms 88.5% triton_mm_2501 0.1676 ms 79.8% triton_mm_2499 0.1693 ms 79.0% triton_mm_2503 0.1720 ms 77.8% triton_mm_2500 0.1771 ms 75.5% triton_mm_2504 0.1867 ms 71.6% triton_mm_2502 0.1940 ms 68.9% SingleProcess AUTOTUNE benchmarking takes 10.7164 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_2592 0.0256 ms 100.0% triton_mm_2589 0.0261 ms 98.1% triton_mm_2595 0.0266 ms 96.3% triton_mm_2594 0.0268 ms 95.5% triton_mm_2593 0.0268 ms 95.3% triton_mm_2598 0.0273 ms 93.8% triton_mm_2591 0.0273 ms 93.7% triton_mm_2588 0.0274 ms 93.5% triton_mm_2596 0.0274 ms 93.4% triton_mm_2597 0.0280 ms 91.5% SingleProcess AUTOTUNE benchmarking takes 9.6232 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5343 ms 100.0% triton_mm_2635 0.5613 ms 95.2% triton_mm_2636 0.5802 ms 92.1% triton_mm_2637 0.6020 ms 88.7% triton_mm_2630 0.6817 ms 78.4% triton_mm_2628 0.6871 ms 77.8% triton_mm_2632 0.6885 ms 77.6% triton_mm_2631 0.7185 ms 74.4% triton_mm_2633 0.7348 ms 72.7% triton_mm_2629 0.7506 ms 71.2% SingleProcess AUTOTUNE benchmarking takes 2.5966 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0401 ms 100.0% triton_mm_2574 0.0417 ms 96.3% triton_mm_2570 0.0422 ms 95.1% triton_mm_2578 0.0530 ms 75.7% triton_mm_2582 0.0679 ms 59.1% triton_mm_2569 0.0722 ms 55.6% triton_mm_2568 0.0780 ms 51.4% triton_mm_2573 0.0850 ms 47.2% triton_mm_2577 0.0869 ms 46.2% triton_mm_2567 0.0913 ms 44.0% SingleProcess AUTOTUNE benchmarking takes 6.4844 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5338 ms 100.0% triton_mm_2616 0.5423 ms 98.4% triton_mm_2617 0.5630 ms 94.8% triton_mm_2618 0.6052 ms 88.2% triton_mm_2611 0.6742 ms 79.2% triton_mm_2609 0.6771 ms 78.8% triton_mm_2613 0.6851 ms 77.9% triton_mm_2610 0.7205 ms 74.1% triton_mm_2614 0.7401 ms 72.1% triton_mm_2612 0.7843 ms 68.1% SingleProcess AUTOTUNE benchmarking takes 2.5957 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4911 ms 100.0% triton_mm_2654 0.5256 ms 93.4% triton_mm_2655 0.5400 ms 90.9% triton_mm_2656 0.5576 ms 88.1% triton_mm_2649 0.6608 ms 74.3% triton_mm_2647 0.6621 ms 74.2% triton_mm_2651 0.6764 ms 72.6% triton_mm_2650 0.6953 ms 70.6% triton_mm_2648 0.7413 ms 66.2% triton_mm_2652 0.7472 ms 65.7% SingleProcess AUTOTUNE benchmarking takes 2.6083 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5276 ms 100.0% triton_mm_2673 0.5602 ms 94.2% triton_mm_2674 0.5802 ms 90.9% triton_mm_2675 0.6041 ms 87.3% triton_mm_2668 0.6658 ms 79.2% triton_mm_2666 0.6827 ms 77.3% triton_mm_2670 0.6858 ms 76.9% triton_mm_2669 0.7226 ms 73.0% triton_mm_2671 0.7393 ms 71.4% triton_mm_2667 0.7523 ms 70.1% SingleProcess AUTOTUNE benchmarking takes 2.5945 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x4608, 4608x1536) mm 0.3706 ms 100.0% triton_mm_2730 0.3940 ms 94.1% triton_mm_2731 0.4075 ms 91.0% triton_mm_2732 0.4221 ms 87.8% triton_mm_2725 0.4962 ms 74.7% triton_mm_2723 0.4997 ms 74.2% triton_mm_2727 0.5102 ms 72.6% triton_mm_2726 0.5216 ms 71.1% triton_mm_2724 0.5499 ms 67.4% triton_mm_2728 0.5632 ms 65.8% SingleProcess AUTOTUNE benchmarking takes 2.5682 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x6864, 6864x1536) mm 0.3653 ms 100.0% triton_mm_2749 0.3850 ms 94.9% triton_mm_2750 0.3958 ms 92.3% triton_mm_2751 0.4131 ms 88.4% triton_mm_2744 0.5074 ms 72.0% triton_mm_2742 0.5106 ms 71.6% triton_mm_2746 0.5157 ms 70.8% triton_mm_2747 0.5428 ms 67.3% triton_mm_2745 0.5465 ms 66.9% triton_mm_2743 0.5470 ms 66.8% SingleProcess AUTOTUNE benchmarking takes 2.5543 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1479 ms 100.0% triton_mm_2704 0.1724 ms 85.8% triton_mm_2708 0.1730 ms 85.5% triton_mm_2711 0.1756 ms 84.3% triton_mm_2706 0.1882 ms 78.6% triton_mm_2712 0.1895 ms 78.0% triton_mm_2707 0.1899 ms 77.9% triton_mm_2713 0.1940 ms 76.3% triton_mm_2709 0.2016 ms 73.4% triton_mm_2705 0.2033 ms 72.8% SingleProcess AUTOTUNE benchmarking takes 2.4746 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_2778 0.0256 ms 100.0% triton_mm_2780 0.0256 ms 100.0% triton_mm_2781 0.0265 ms 96.5% triton_mm_2775 0.0273 ms 93.8% triton_mm_2777 0.0273 ms 93.8% triton_mm_2784 0.0273 ms 93.7% triton_mm_2774 0.0274 ms 93.6% triton_mm_2783 0.0280 ms 91.4% triton_mm_2779 0.0281 ms 91.2% triton_mm_2776 0.0282 ms 90.7% SingleProcess AUTOTUNE benchmarking takes 2.1383 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5295 ms 100.0% triton_mm_2821 0.5626 ms 94.1% triton_mm_2822 0.5812 ms 91.1% triton_mm_2823 0.6047 ms 87.6% triton_mm_2816 0.6747 ms 78.5% triton_mm_2814 0.6865 ms 77.1% triton_mm_2818 0.6935 ms 76.4% triton_mm_2817 0.7216 ms 73.4% triton_mm_2819 0.7328 ms 72.3% triton_mm_2815 0.7508 ms 70.5% SingleProcess AUTOTUNE benchmarking takes 2.5983 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0402 ms 100.0% triton_mm_2760 0.0417 ms 96.5% triton_mm_2756 0.0425 ms 94.7% triton_mm_2764 0.0530 ms 75.9% triton_mm_2768 0.0679 ms 59.2% triton_mm_2755 0.0730 ms 55.1% triton_mm_2754 0.0780 ms 51.6% triton_mm_2759 0.0850 ms 47.3% triton_mm_2763 0.0870 ms 46.2% triton_mm_2753 0.0920 ms 43.7% SingleProcess AUTOTUNE benchmarking takes 2.1240 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5367 ms 100.0% triton_mm_2802 0.5460 ms 98.3% triton_mm_2803 0.5683 ms 94.4% triton_mm_2804 0.6104 ms 87.9% triton_mm_2797 0.6747 ms 79.5% triton_mm_2795 0.6927 ms 77.5% triton_mm_2799 0.6948 ms 77.2% triton_mm_2796 0.7289 ms 73.6% triton_mm_2800 0.7522 ms 71.4% triton_mm_2798 0.7800 ms 68.8% SingleProcess AUTOTUNE benchmarking takes 2.6017 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5248 ms 100.0% triton_mm_2859 0.5587 ms 93.9% triton_mm_2860 0.5809 ms 90.3% triton_mm_2861 0.6053 ms 86.7% triton_mm_2854 0.6656 ms 78.8% triton_mm_2856 0.6809 ms 77.1% triton_mm_2852 0.6809 ms 77.1% triton_mm_2855 0.7246 ms 72.4% triton_mm_2857 0.7385 ms 71.1% triton_mm_2853 0.7513 ms 69.9% SingleProcess AUTOTUNE benchmarking takes 2.6016 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x4608, 4608x1536) mm 0.3709 ms 100.0% triton_mm_2916 0.3955 ms 93.8% triton_mm_2917 0.4071 ms 91.1% triton_mm_2918 0.4228 ms 87.7% triton_mm_2911 0.4971 ms 74.6% triton_mm_2909 0.4999 ms 74.2% triton_mm_2913 0.5111 ms 72.6% triton_mm_2912 0.5223 ms 71.0% triton_mm_2910 0.5490 ms 67.6% triton_mm_2914 0.5665 ms 65.5% SingleProcess AUTOTUNE benchmarking takes 2.5711 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_2967 0.0255 ms 100.0% triton_mm_2964 0.0256 ms 99.5% triton_mm_2966 0.0256 ms 99.4% triton_mm_2961 0.0261 ms 97.5% triton_mm_2963 0.0275 ms 92.8% triton_mm_2970 0.0275 ms 92.6% triton_mm_2969 0.0280 ms 90.9% triton_mm_2971 0.0280 ms 90.9% triton_mm_2962 0.0282 ms 90.2% triton_mm_2965 0.0283 ms 90.1% SingleProcess AUTOTUNE benchmarking takes 2.1475 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5294 ms 100.0% triton_mm_3007 0.5612 ms 94.3% triton_mm_3008 0.5815 ms 91.0% triton_mm_3009 0.6045 ms 87.6% triton_mm_3002 0.6773 ms 78.2% triton_mm_3000 0.6890 ms 76.8% triton_mm_3004 0.6903 ms 76.7% triton_mm_3003 0.7205 ms 73.5% triton_mm_3005 0.7360 ms 71.9% triton_mm_3001 0.7522 ms 70.4% SingleProcess AUTOTUNE benchmarking takes 2.6072 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0401 ms 100.0% triton_mm_2946 0.0404 ms 99.2% triton_mm_2942 0.0427 ms 93.8% triton_mm_2950 0.0544 ms 73.8% triton_mm_2954 0.0692 ms 57.9% triton_mm_2941 0.0730 ms 54.9% triton_mm_2940 0.0780 ms 51.4% triton_mm_2945 0.0851 ms 47.1% triton_mm_2949 0.0860 ms 46.6% triton_mm_2939 0.0921 ms 43.5% SingleProcess AUTOTUNE benchmarking takes 2.1250 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5376 ms 100.0% triton_mm_2988 0.5454 ms 98.6% triton_mm_2989 0.5680 ms 94.7% triton_mm_2990 0.6103 ms 88.1% triton_mm_2981 0.6816 ms 78.9% triton_mm_2983 0.6878 ms 78.2% triton_mm_2985 0.6885 ms 78.1% triton_mm_2982 0.7293 ms 73.7% triton_mm_2986 0.7524 ms 71.4% triton_mm_2984 0.7784 ms 69.1% SingleProcess AUTOTUNE benchmarking takes 2.6042 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5244 ms 100.0% triton_mm_3045 0.5601 ms 93.6% triton_mm_3046 0.5813 ms 90.2% triton_mm_3047 0.6044 ms 86.8% triton_mm_3040 0.6688 ms 78.4% triton_mm_3038 0.6811 ms 77.0% triton_mm_3042 0.6872 ms 76.3% triton_mm_3041 0.7209 ms 72.8% triton_mm_3043 0.7395 ms 70.9% triton_mm_3039 0.7533 ms 69.6% SingleProcess AUTOTUNE benchmarking takes 2.5936 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5275 ms 100.0% triton_mm_3193 0.5602 ms 94.2% triton_mm_3194 0.5799 ms 91.0% triton_mm_3195 0.6022 ms 87.6% triton_mm_3188 0.6734 ms 78.3% triton_mm_3186 0.6888 ms 76.6% triton_mm_3190 0.6889 ms 76.6% triton_mm_3189 0.7210 ms 73.2% triton_mm_3191 0.7350 ms 71.8% triton_mm_3187 0.7510 ms 70.2% SingleProcess AUTOTUNE benchmarking takes 2.6033 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0401 ms 100.0% triton_mm_3132 0.0404 ms 99.2% triton_mm_3128 0.0423 ms 94.9% triton_mm_3136 0.0530 ms 75.7% triton_mm_3140 0.0679 ms 59.1% triton_mm_3127 0.0729 ms 55.0% triton_mm_3126 0.0780 ms 51.4% triton_mm_3131 0.0843 ms 47.6% triton_mm_3135 0.0869 ms 46.2% triton_mm_3125 0.0913 ms 44.0% SingleProcess AUTOTUNE benchmarking takes 3.3128 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5355 ms 100.0% triton_mm_3174 0.5431 ms 98.6% triton_mm_3175 0.5636 ms 95.0% triton_mm_3176 0.6097 ms 87.8% triton_mm_3169 0.6741 ms 79.4% triton_mm_3167 0.6757 ms 79.2% triton_mm_3171 0.6921 ms 77.4% triton_mm_3168 0.7213 ms 74.2% triton_mm_3172 0.7400 ms 72.4% triton_mm_3170 0.7829 ms 68.4% SingleProcess AUTOTUNE benchmarking takes 2.6072 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5244 ms 100.0% triton_mm_3231 0.5582 ms 93.9% triton_mm_3232 0.5808 ms 90.3% triton_mm_3233 0.6053 ms 86.6% triton_mm_3226 0.6659 ms 78.8% triton_mm_3224 0.6798 ms 77.1% triton_mm_3228 0.6847 ms 76.6% triton_mm_3227 0.7220 ms 72.6% triton_mm_3229 0.7400 ms 70.9% triton_mm_3225 0.7511 ms 69.8% SingleProcess AUTOTUNE benchmarking takes 2.6051 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5327 ms 100.0% triton_mm_3360 0.5429 ms 98.1% triton_mm_3361 0.5632 ms 94.6% triton_mm_3362 0.6069 ms 87.8% triton_mm_3353 0.6773 ms 78.7% triton_mm_3355 0.6843 ms 77.8% triton_mm_3357 0.6860 ms 77.7% triton_mm_3354 0.7194 ms 74.1% triton_mm_3358 0.7478 ms 71.2% triton_mm_3356 0.7753 ms 68.7% SingleProcess AUTOTUNE benchmarking takes 2.6072 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5231 ms 100.0% triton_mm_3417 0.5572 ms 93.9% triton_mm_3418 0.5766 ms 90.7% triton_mm_3419 0.6025 ms 86.8% triton_mm_3412 0.6640 ms 78.8% triton_mm_3410 0.6830 ms 76.6% triton_mm_3414 0.6836 ms 76.5% triton_mm_3413 0.7192 ms 72.7% triton_mm_3415 0.7374 ms 70.9% triton_mm_3411 0.7511 ms 69.6% SingleProcess AUTOTUNE benchmarking takes 2.6203 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5381 ms 100.0% triton_mm_3546 0.5417 ms 99.3% triton_mm_3547 0.5629 ms 95.6% triton_mm_3548 0.6101 ms 88.2% triton_mm_3541 0.6776 ms 79.4% triton_mm_3539 0.6812 ms 79.0% triton_mm_3543 0.6912 ms 77.8% triton_mm_3540 0.7189 ms 74.8% triton_mm_3544 0.7406 ms 72.7% triton_mm_3542 0.7768 ms 69.3% SingleProcess AUTOTUNE benchmarking takes 2.6081 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5372 ms 100.0% triton_mm_3732 0.5407 ms 99.3% triton_mm_3733 0.5631 ms 95.4% triton_mm_3734 0.6050 ms 88.8% triton_mm_3727 0.6822 ms 78.8% triton_mm_3729 0.6840 ms 78.5% triton_mm_3725 0.6843 ms 78.5% triton_mm_3726 0.7235 ms 74.3% triton_mm_3730 0.7427 ms 72.3% triton_mm_3728 0.7796 ms 68.9% SingleProcess AUTOTUNE benchmarking takes 2.6093 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x768, 768x2048) triton_mm_5778 0.0998 ms 100.0% mm 0.1016 ms 98.2% triton_mm_5779 0.1032 ms 96.7% triton_mm_5775 0.1186 ms 84.2% triton_mm_5773 0.1187 ms 84.1% triton_mm_5771 0.1189 ms 84.0% triton_mm_5772 0.1282 ms 77.9% triton_mm_5780 0.1284 ms 77.7% triton_mm_5776 0.1329 ms 75.1% triton_mm_5774 0.1559 ms 64.0% SingleProcess AUTOTUNE benchmarking takes 10.7096 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x2048, 2048x2048) mm 0.2332 ms 100.0% triton_mm_5816 0.2342 ms 99.5% triton_mm_5817 0.2439 ms 95.6% triton_mm_5818 0.2573 ms 90.6% triton_mm_5809 0.2952 ms 79.0% triton_mm_5811 0.2966 ms 78.6% triton_mm_5813 0.2997 ms 77.8% triton_mm_5812 0.3188 ms 73.1% triton_mm_5810 0.3261 ms 71.5% triton_mm_5814 0.3320 ms 70.2% SingleProcess AUTOTUNE benchmarking takes 10.3095 seconds and 0.0000 seconds precompiling AUTOTUNE mm(2048x6864, 6864x2048) mm 0.2428 ms 100.0% triton_mm_5835 0.2804 ms 86.6% triton_mm_5836 0.2860 ms 84.9% triton_mm_5832 0.3130 ms 77.6% triton_mm_5828 0.3146 ms 77.2% triton_mm_5831 0.3217 ms 75.5% triton_mm_5830 0.3223 ms 75.3% triton_mm_5833 0.3289 ms 73.8% triton_mm_5829 0.3349 ms 72.5% triton_mm_5837 0.3438 ms 70.6% SingleProcess AUTOTUNE benchmarking takes 9.7405 seconds and 0.0000 seconds precompiling AUTOTUNE mm(2048x6864, 6864x1536) mm 0.1772 ms 100.0% triton_mm_5873 0.1837 ms 96.4% triton_mm_5874 0.1921 ms 92.2% triton_mm_5875 0.1976 ms 89.6% triton_mm_5869 0.2521 ms 70.3% triton_mm_5871 0.2603 ms 68.1% triton_mm_5867 0.2632 ms 67.3% triton_mm_5868 0.2665 ms 66.5% triton_mm_5870 0.2727 ms 65.0% triton_mm_5866 0.2735 ms 64.8% SingleProcess AUTOTUNE benchmarking takes 9.7739 seconds and 0.0000 seconds precompiling AUTOTUNE mm(768x6864, 6864x2048) mm 0.0968 ms 100.0% triton_mm_5799 0.0997 ms 97.1% triton_mm_5798 0.1111 ms 87.2% triton_mm_5792 0.1188 ms 81.5% triton_mm_5797 0.1228 ms 78.8% triton_mm_5790 0.1236 ms 78.3% triton_mm_5794 0.1258 ms 76.9% triton_mm_5795 0.1331 ms 72.7% triton_mm_5791 0.1356 ms 71.4% triton_mm_5793 0.1533 ms 63.1% SingleProcess AUTOTUNE benchmarking takes 9.7183 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x2048, 2048x1536) mm 0.1741 ms 100.0% triton_mm_5854 0.1793 ms 97.1% triton_mm_5855 0.1835 ms 94.9% triton_mm_5856 0.1941 ms 89.7% triton_mm_5849 0.2175 ms 80.1% triton_mm_5847 0.2230 ms 78.1% triton_mm_5851 0.2242 ms 77.7% triton_mm_5850 0.2425 ms 71.8% triton_mm_5848 0.2452 ms 71.0% triton_mm_5852 0.2487 ms 70.0% SingleProcess AUTOTUNE benchmarking takes 10.2349 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6840, 6840x28) mm 0.0366 ms 100.0% triton_mm_6996 0.0494 ms 74.2% triton_mm_7003 0.0495 ms 74.1% triton_mm_6994 0.0601 ms 60.9% triton_mm_6995 0.0673 ms 54.5% triton_mm_7002 0.0714 ms 51.3% triton_mm_6999 0.0728 ms 50.4% triton_mm_6993 0.0731 ms 50.1% triton_mm_7008 0.0747 ms 49.1% triton_mm_7001 0.0818 ms 44.8% SingleProcess AUTOTUNE benchmarking takes 6.8104 seconds and 0.0000 seconds precompiling /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): Validation Progress: 0%| | 0/44 [00:00 VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2207: UserWarning: Overwriting vit_tiny_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2216: UserWarning: Overwriting vit_small_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2225: UserWarning: Overwriting vit_small_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2234: UserWarning: Overwriting vit_small_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2243: UserWarning: Overwriting vit_small_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2252: UserWarning: Overwriting vit_small_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2261: UserWarning: Overwriting vit_base_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2271: UserWarning: Overwriting vit_base_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2281: UserWarning: Overwriting vit_base_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2291: UserWarning: Overwriting vit_base_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2301: UserWarning: Overwriting vit_base_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2311: UserWarning: Overwriting vit_large_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2320: UserWarning: Overwriting vit_large_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2330: UserWarning: Overwriting vit_large_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2340: UserWarning: Overwriting vit_large_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2350: UserWarning: Overwriting vit_large_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2359: UserWarning: Overwriting vit_huge_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2368: UserWarning: Overwriting vit_giant_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2377: UserWarning: Overwriting vit_gigantic_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2387: UserWarning: Overwriting vit_base_patch16_224_miil in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224_miil. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224_miil(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2398: UserWarning: Overwriting vit_medium_patch16_gap_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2410: UserWarning: Overwriting vit_medium_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2422: UserWarning: Overwriting vit_medium_patch16_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2434: UserWarning: Overwriting vit_betwixt_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2446: UserWarning: Overwriting vit_base_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2457: UserWarning: Overwriting vit_huge_patch14_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2468: UserWarning: Overwriting vit_huge_patch16_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch16_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch16_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2479: UserWarning: Overwriting vit_giant_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2491: UserWarning: Overwriting vit_xsmall_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_xsmall_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_xsmall_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2500: UserWarning: Overwriting vit_medium_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2510: UserWarning: Overwriting vit_medium_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2519: UserWarning: Overwriting vit_betwixt_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2529: UserWarning: Overwriting vit_base_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2540: UserWarning: Overwriting vit_base_patch32_clip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2551: UserWarning: Overwriting vit_base_patch32_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2562: UserWarning: Overwriting vit_base_patch32_clip_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2573: UserWarning: Overwriting vit_base_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2583: UserWarning: Overwriting vit_base_patch16_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2593: UserWarning: Overwriting vit_large_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2603: UserWarning: Overwriting vit_large_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2613: UserWarning: Overwriting vit_huge_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2623: UserWarning: Overwriting vit_huge_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2633: UserWarning: Overwriting vit_huge_patch14_clip_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2643: UserWarning: Overwriting vit_giant_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2656: UserWarning: Overwriting vit_gigantic_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2669: UserWarning: Overwriting vit_base_patch32_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2681: UserWarning: Overwriting vit_base_patch16_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2693: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2705: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2717: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2729: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2743: UserWarning: Overwriting vit_base_patch32_plus_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_plus_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_plus_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2753: UserWarning: Overwriting vit_base_patch16_plus_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_plus_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_plus_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2763: UserWarning: Overwriting vit_base_patch16_rpn_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_rpn_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_rpn_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2775: UserWarning: Overwriting vit_small_patch16_36x1_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_36x1_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_36x1_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2787: UserWarning: Overwriting vit_small_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2800: UserWarning: Overwriting vit_base_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2812: UserWarning: Overwriting eva_large_patch14_196 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_196. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_196(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2821: UserWarning: Overwriting eva_large_patch14_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2829: UserWarning: Overwriting flexivit_small in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_small. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_small(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2838: UserWarning: Overwriting flexivit_base in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_base. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_base(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2847: UserWarning: Overwriting flexivit_large in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_large. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_large(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2856: UserWarning: Overwriting vit_base_patch16_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2869: UserWarning: Overwriting vit_large_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2882: UserWarning: Overwriting vit_huge_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2895: UserWarning: Overwriting vit_small_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2905: UserWarning: Overwriting vit_base_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2915: UserWarning: Overwriting vit_large_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2925: UserWarning: Overwriting vit_giant_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2942: UserWarning: Overwriting vit_small_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2955: UserWarning: Overwriting vit_base_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2968: UserWarning: Overwriting vit_large_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2981: UserWarning: Overwriting vit_giant_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2998: UserWarning: Overwriting vit_base_patch16_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3008: UserWarning: Overwriting vit_base_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3018: UserWarning: Overwriting vit_base_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3028: UserWarning: Overwriting vit_base_patch16_siglip_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3038: UserWarning: Overwriting vit_large_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3048: UserWarning: Overwriting vit_large_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3058: UserWarning: Overwriting vit_so400m_patch14_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3068: UserWarning: Overwriting vit_so400m_patch14_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3078: UserWarning: Overwriting vit_base_patch16_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3089: UserWarning: Overwriting vit_base_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3100: UserWarning: Overwriting vit_base_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3111: UserWarning: Overwriting vit_base_patch16_siglip_gap_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3122: UserWarning: Overwriting vit_large_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3133: UserWarning: Overwriting vit_large_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3144: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3156: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3168: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3180: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_896 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_896. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_896(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3192: UserWarning: Overwriting vit_wee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_wee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_wee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3203: UserWarning: Overwriting vit_pwee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_pwee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_pwee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3214: UserWarning: Overwriting vit_little_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3225: UserWarning: Overwriting vit_little_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3236: UserWarning: Overwriting vit_medium_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3247: UserWarning: Overwriting vit_medium_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3258: UserWarning: Overwriting vit_mediumd_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_mediumd_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_mediumd_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3269: UserWarning: Overwriting vit_betwixt_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3280: UserWarning: Overwriting vit_betwixt_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3291: UserWarning: Overwriting vit_base_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3302: UserWarning: Overwriting vit_so150m_patch16_reg4_map_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_map_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_map_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3313: UserWarning: Overwriting vit_so150m_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/train.py:99: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature. checkpoint = torch.load(vae_ckpt, map_location="cpu") /home/user/VAR/utils/amp_sc.py:27: FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead. self.scaler = torch.cuda.amp.GradScaler(init_scale=2. ** 11, growth_interval=1000) if self.using_fp16_rather_bf16 else None # only fp16 needs a scaler wandb: Using wandb-core as the SDK backend. Please refer to https://wandb.me/wandb-core for more information. wandb: Currently logged in as: kaiqiu. Use `wandb login --relogin` to force relogin wandb: Tracking run with wandb version 0.18.3 wandb: Run data is saved locally in /home/user/VAR/wandb/run-20241125_174709-c6l09x4y wandb: Run `wandb offline` to turn off syncing. wandb: Syncing run effortless-shadow-550 wandb: View project at https://wandb.ai/kaiqiu/VAR wandb: View run at https://wandb.ai/kaiqiu/VAR/runs/c6l09x4y /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2198: UserWarning: Overwriting vit_tiny_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2207: UserWarning: Overwriting vit_tiny_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2216: UserWarning: Overwriting vit_small_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2225: UserWarning: Overwriting vit_small_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2234: UserWarning: Overwriting vit_small_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2243: UserWarning: Overwriting vit_small_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2252: UserWarning: Overwriting vit_small_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2261: UserWarning: Overwriting vit_base_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2271: UserWarning: Overwriting vit_base_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2281: UserWarning: Overwriting vit_base_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2291: UserWarning: Overwriting vit_base_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2301: UserWarning: Overwriting vit_base_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2311: UserWarning: Overwriting vit_large_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2320: UserWarning: Overwriting vit_large_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2330: UserWarning: Overwriting vit_large_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2340: UserWarning: Overwriting vit_large_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2350: UserWarning: Overwriting vit_large_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2359: UserWarning: Overwriting vit_huge_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2368: UserWarning: Overwriting vit_giant_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2377: UserWarning: Overwriting vit_gigantic_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2387: UserWarning: Overwriting vit_base_patch16_224_miil in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224_miil. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224_miil(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2398: UserWarning: Overwriting vit_medium_patch16_gap_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2410: UserWarning: Overwriting vit_medium_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2422: UserWarning: Overwriting vit_medium_patch16_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2434: UserWarning: Overwriting vit_betwixt_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2446: UserWarning: Overwriting vit_base_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2457: UserWarning: Overwriting vit_huge_patch14_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2468: UserWarning: Overwriting vit_huge_patch16_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch16_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch16_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2479: UserWarning: Overwriting vit_giant_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2491: UserWarning: Overwriting vit_xsmall_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_xsmall_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_xsmall_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2500: UserWarning: Overwriting vit_medium_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2510: UserWarning: Overwriting vit_medium_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2519: UserWarning: Overwriting vit_betwixt_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2529: UserWarning: Overwriting vit_base_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2540: UserWarning: Overwriting vit_base_patch32_clip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2551: UserWarning: Overwriting vit_base_patch32_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2562: UserWarning: Overwriting vit_base_patch32_clip_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2573: UserWarning: Overwriting vit_base_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2583: UserWarning: Overwriting vit_base_patch16_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2593: UserWarning: Overwriting vit_large_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2603: UserWarning: Overwriting vit_large_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2613: UserWarning: Overwriting vit_huge_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2623: UserWarning: Overwriting vit_huge_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2633: UserWarning: Overwriting vit_huge_patch14_clip_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2643: UserWarning: Overwriting vit_giant_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2656: UserWarning: Overwriting vit_gigantic_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2669: UserWarning: Overwriting vit_base_patch32_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2681: UserWarning: Overwriting vit_base_patch16_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2693: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2705: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2717: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2729: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2743: UserWarning: Overwriting vit_base_patch32_plus_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_plus_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_plus_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2753: UserWarning: Overwriting vit_base_patch16_plus_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_plus_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_plus_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2763: UserWarning: Overwriting vit_base_patch16_rpn_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_rpn_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_rpn_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2775: UserWarning: Overwriting vit_small_patch16_36x1_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_36x1_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_36x1_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2787: UserWarning: Overwriting vit_small_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2800: UserWarning: Overwriting vit_base_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2812: UserWarning: Overwriting eva_large_patch14_196 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_196. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_196(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2821: UserWarning: Overwriting eva_large_patch14_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2829: UserWarning: Overwriting flexivit_small in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_small. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_small(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2838: UserWarning: Overwriting flexivit_base in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_base. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_base(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2847: UserWarning: Overwriting flexivit_large in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_large. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_large(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2856: UserWarning: Overwriting vit_base_patch16_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2869: UserWarning: Overwriting vit_large_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2882: UserWarning: Overwriting vit_huge_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2895: UserWarning: Overwriting vit_small_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2905: UserWarning: Overwriting vit_base_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2915: UserWarning: Overwriting vit_large_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2925: UserWarning: Overwriting vit_giant_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2942: UserWarning: Overwriting vit_small_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2955: UserWarning: Overwriting vit_base_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2968: UserWarning: Overwriting vit_large_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2981: UserWarning: Overwriting vit_giant_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2998: UserWarning: Overwriting vit_base_patch16_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3008: UserWarning: Overwriting vit_base_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3018: UserWarning: Overwriting vit_base_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3028: UserWarning: Overwriting vit_base_patch16_siglip_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3038: UserWarning: Overwriting vit_large_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3048: UserWarning: Overwriting vit_large_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3058: UserWarning: Overwriting vit_so400m_patch14_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3068: UserWarning: Overwriting vit_so400m_patch14_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3078: UserWarning: Overwriting vit_base_patch16_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3089: UserWarning: Overwriting vit_base_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3100: UserWarning: Overwriting vit_base_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3111: UserWarning: Overwriting vit_base_patch16_siglip_gap_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3122: UserWarning: Overwriting vit_large_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3133: UserWarning: Overwriting vit_large_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3144: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3156: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3168: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3180: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_896 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_896. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_896(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3192: UserWarning: Overwriting vit_wee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_wee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_wee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3203: UserWarning: Overwriting vit_pwee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_pwee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_pwee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3214: UserWarning: Overwriting vit_little_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3225: UserWarning: Overwriting vit_little_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3236: UserWarning: Overwriting vit_medium_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3247: UserWarning: Overwriting vit_medium_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3258: UserWarning: Overwriting vit_mediumd_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_mediumd_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_mediumd_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3269: UserWarning: Overwriting vit_betwixt_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3280: UserWarning: Overwriting vit_betwixt_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3291: UserWarning: Overwriting vit_base_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3302: UserWarning: Overwriting vit_so150m_patch16_reg4_map_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_map_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_map_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3313: UserWarning: Overwriting vit_so150m_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/train.py:99: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature. checkpoint = torch.load(vae_ckpt, map_location="cpu") /home/user/VAR/utils/amp_sc.py:27: FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead. self.scaler = torch.cuda.amp.GradScaler(init_scale=2. ** 11, growth_interval=1000) if self.using_fp16_rather_bf16 else None # only fp16 needs a scaler /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(6840x28, 28x1536) triton_mm_7 0.0329 ms 100.0% triton_mm_9 0.0333 ms 98.8% triton_mm_8 0.0344 ms 95.7% triton_mm_6 0.0344 ms 95.6% triton_mm_11 0.0344 ms 95.5% triton_mm_12 0.0344 ms 95.5% triton_mm_4 0.0351 ms 93.7% triton_mm_3 0.0368 ms 89.4% triton_mm_2 0.0369 ms 89.2% triton_mm_15 0.0372 ms 88.4% SingleProcess AUTOTUNE benchmarking takes 2.1300 seconds and 0.0107 seconds precompiling AUTOTUNE addmm(24x9216, 24x1536, 1536x9216) triton_mm_29 0.0351 ms 100.0% triton_mm_33 0.0354 ms 99.4% triton_mm_28 0.0357 ms 98.5% triton_mm_24 0.0364 ms 96.6% triton_mm_25 0.0364 ms 96.4% triton_mm_21 0.0370 ms 95.1% triton_mm_18 0.0380 ms 92.3% bias_addmm 0.0382 ms 91.9% triton_mm_19 0.0419 ms 83.8% triton_mm_20 0.0420 ms 83.6% SingleProcess AUTOTUNE benchmarking takes 2.1772 seconds and 0.0010 seconds precompiling AUTOTUNE addmm(6864x4608, 6864x1536, 1536x4608) triton_mm_51 0.4252 ms 100.0% triton_mm_50 0.4284 ms 99.3% triton_mm_52 0.4708 ms 90.3% triton_mm_45 0.5038 ms 84.4% triton_mm_43 0.5316 ms 80.0% triton_mm_47 0.5367 ms 79.2% addmm 0.5562 ms 76.5% triton_mm_44 0.5817 ms 73.1% triton_mm_46 0.5922 ms 71.8% triton_mm_48 0.5990 ms 71.0% SingleProcess AUTOTUNE benchmarking takes 2.7014 seconds and 0.0031 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x1536, 1536x1536) triton_mm_70 0.1420 ms 100.0% triton_mm_69 0.1437 ms 98.8% triton_mm_71 0.1565 ms 90.7% bias_addmm 0.1606 ms 88.4% addmm 0.1721 ms 82.5% triton_mm_64 0.1728 ms 82.2% triton_mm_62 0.1808 ms 78.6% triton_mm_66 0.1815 ms 78.2% triton_mm_63 0.1967 ms 72.2% triton_mm_67 0.2001 ms 71.0% SingleProcess AUTOTUNE benchmarking takes 2.5792 seconds and 0.0010 seconds precompiling AUTOTUNE addmm(6864x6144, 6864x1536, 1536x6144) triton_mm_89 0.5676 ms 100.0% triton_mm_88 0.5732 ms 99.0% triton_mm_90 0.6307 ms 90.0% triton_mm_83 0.6812 ms 83.3% addmm 0.7010 ms 81.0% triton_mm_85 0.7157 ms 79.3% triton_mm_81 0.7280 ms 78.0% triton_mm_82 0.7940 ms 71.5% triton_mm_86 0.8030 ms 70.7% triton_mm_84 0.8042 ms 70.6% SingleProcess AUTOTUNE benchmarking takes 2.7227 seconds and 0.8956 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_108 0.5289 ms 100.0% triton_mm_107 0.5487 ms 96.4% triton_mm_109 0.5636 ms 93.8% addmm 0.6065 ms 87.2% bias_addmm 0.6084 ms 86.9% triton_mm_102 0.6719 ms 78.7% triton_mm_100 0.6964 ms 76.0% triton_mm_103 0.7022 ms 75.3% triton_mm_104 0.7022 ms 75.3% triton_mm_105 0.7704 ms 68.7% SingleProcess AUTOTUNE benchmarking takes 2.7341 seconds and 0.2310 seconds precompiling AUTOTUNE addmm(24x9216, 24x1536, 1536x9216) triton_mm_122 0.0351 ms 100.0% triton_mm_126 0.0352 ms 99.6% triton_mm_121 0.0356 ms 98.5% bias_addmm 0.0371 ms 94.6% triton_mm_118 0.0373 ms 94.1% triton_mm_117 0.0374 ms 93.9% triton_mm_111 0.0377 ms 93.2% triton_mm_114 0.0378 ms 92.9% triton_mm_112 0.0412 ms 85.3% triton_mm_124 0.0421 ms 83.4% SingleProcess AUTOTUNE benchmarking takes 2.1868 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_201 0.5309 ms 100.0% triton_mm_200 0.5490 ms 96.7% triton_mm_202 0.5641 ms 94.1% addmm 0.5708 ms 93.0% bias_addmm 0.6095 ms 87.1% triton_mm_195 0.6781 ms 78.3% triton_mm_193 0.6976 ms 76.1% triton_mm_196 0.7001 ms 75.8% triton_mm_197 0.7055 ms 75.2% triton_mm_198 0.7706 ms 68.9% SingleProcess AUTOTUNE benchmarking takes 2.7263 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(24x9216, 24x1536, 1536x9216) triton_mm_219 0.0353 ms 100.0% triton_mm_214 0.0356 ms 99.1% triton_mm_215 0.0358 ms 98.5% triton_mm_210 0.0364 ms 96.9% triton_mm_211 0.0365 ms 96.6% triton_mm_207 0.0370 ms 95.2% triton_mm_204 0.0382 ms 92.2% bias_addmm 0.0388 ms 90.8% triton_mm_205 0.0420 ms 84.0% triton_mm_206 0.0421 ms 83.8% SingleProcess AUTOTUNE benchmarking takes 2.2042 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x2048, 6864x1536, 1536x2048) triton_mm_591 0.1885 ms 100.0% triton_mm_592 0.1894 ms 99.5% triton_mm_593 0.2080 ms 90.6% triton_mm_586 0.2266 ms 83.2% triton_mm_584 0.2371 ms 79.5% triton_mm_588 0.2380 ms 79.2% bias_addmm 0.2421 ms 77.9% addmm 0.2474 ms 76.2% triton_mm_585 0.2592 ms 72.7% triton_mm_589 0.2652 ms 71.1% SingleProcess AUTOTUNE benchmarking takes 2.6151 seconds and 0.0091 seconds precompiling AUTOTUNE addmm(6864x2048, 6864x2048, 2048x2048) triton_mm_610 0.2447 ms 100.0% triton_mm_611 0.2452 ms 99.8% bias_addmm 0.2640 ms 92.7% triton_mm_612 0.2685 ms 91.1% addmm 0.3021 ms 81.0% triton_mm_605 0.3039 ms 80.5% triton_mm_603 0.3087 ms 79.2% triton_mm_607 0.3121 ms 78.4% triton_mm_606 0.3297 ms 74.2% triton_mm_608 0.3485 ms 70.2% SingleProcess AUTOTUNE benchmarking takes 2.6468 seconds and 0.0011 seconds precompiling AUTOTUNE mm(6864x2048, 2048x768) mm 0.0912 ms 100.0% triton_mm_630 0.0947 ms 96.4% triton_mm_629 0.0990 ms 92.1% triton_mm_631 0.1000 ms 91.2% triton_mm_624 0.1144 ms 79.7% triton_mm_626 0.1170 ms 78.0% triton_mm_622 0.1176 ms 77.6% triton_mm_625 0.1277 ms 71.4% triton_mm_623 0.1329 ms 68.7% triton_mm_627 0.1331 ms 68.5% SingleProcess AUTOTUNE benchmarking takes 2.4265 seconds and 0.0010 seconds precompiling AUTOTUNE mm(24x1536, 1536x3072) triton_mm_2310 0.0171 ms 100.0% triton_mm_2314 0.0177 ms 96.6% triton_mm_2318 0.0184 ms 92.7% triton_mm_2322 0.0191 ms 89.3% mm 0.0198 ms 86.2% triton_mm_2317 0.0228 ms 75.0% triton_mm_2313 0.0230 ms 74.2% triton_mm_2309 0.0249 ms 68.5% triton_mm_2307 0.0254 ms 67.0% triton_mm_2308 0.0261 ms 65.4% SingleProcess AUTOTUNE benchmarking takes 7.4386 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x32768, 6864x1536, 1536x32768) triton_mm_2340 3.0216 ms 100.0% bias_addmm 3.0324 ms 99.6% triton_mm_2339 3.0605 ms 98.7% triton_mm_2341 3.3853 ms 89.3% triton_mm_2334 3.7044 ms 81.6% addmm 3.7551 ms 80.5% triton_mm_2336 3.8336 ms 78.8% triton_mm_2332 3.9260 ms 77.0% triton_mm_2335 4.2667 ms 70.8% triton_mm_2337 4.2863 ms 70.5% SingleProcess AUTOTUNE benchmarking takes 12.3122 seconds and 0.0000 seconds precompiling /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(32768x6864, 6864x1536) triton_mm_2377 2.8230 ms 100.0% triton_mm_2378 2.9050 ms 97.2% mm 2.9121 ms 96.9% triton_mm_2379 3.0391 ms 92.9% triton_mm_2372 3.6449 ms 77.5% triton_mm_2370 3.7026 ms 76.2% triton_mm_2374 3.7428 ms 75.4% triton_mm_2373 3.7895 ms 74.5% triton_mm_2375 3.9619 ms 71.3% triton_mm_2371 3.9683 ms 71.1% SingleProcess AUTOTUNE benchmarking takes 10.1175 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5320 ms 100.0% triton_mm_2449 0.5632 ms 94.5% triton_mm_2450 0.5809 ms 91.6% triton_mm_2451 0.6024 ms 88.3% triton_mm_2444 0.6848 ms 77.7% triton_mm_2446 0.6925 ms 76.8% triton_mm_2442 0.6984 ms 76.2% triton_mm_2445 0.7192 ms 74.0% triton_mm_2447 0.7331 ms 72.6% triton_mm_2443 0.7514 ms 70.8% SingleProcess AUTOTUNE benchmarking takes 9.8767 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3072x24, 24x1536) triton_mm_2405 0.0143 ms 100.0% triton_mm_2409 0.0144 ms 99.3% triton_mm_2404 0.0149 ms 95.7% triton_mm_2402 0.0149 ms 95.5% triton_mm_2410 0.0150 ms 95.3% triton_mm_2406 0.0151 ms 94.3% triton_mm_2403 0.0153 ms 93.1% triton_mm_2408 0.0157 ms 91.0% triton_mm_2412 0.0159 ms 89.6% triton_mm_2413 0.0159 ms 89.6% SingleProcess AUTOTUNE benchmarking takes 5.8839 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x3072, 3072x1536) triton_mm_2384 0.0185 ms 100.0% mm 0.0218 ms 84.9% triton_mm_2388 0.0222 ms 83.3% triton_mm_2392 0.0246 ms 75.1% triton_mm_2396 0.0284 ms 65.1% triton_mm_2383 0.0301 ms 61.5% triton_mm_2382 0.0309 ms 59.8% triton_mm_2387 0.0325 ms 56.9% triton_mm_2391 0.0338 ms 54.7% triton_mm_2381 0.0347 ms 53.4% SingleProcess AUTOTUNE benchmarking takes 7.1483 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x32768, 32768x1536) mm 2.6132 ms 100.0% triton_mm_2358 2.8249 ms 92.5% triton_mm_2359 2.8516 ms 91.6% triton_mm_2360 2.9490 ms 88.6% triton_mm_2354 3.7451 ms 69.8% triton_mm_2351 3.8159 ms 68.5% triton_mm_2353 3.8688 ms 67.5% triton_mm_2352 3.9412 ms 66.3% triton_mm_2356 4.0259 ms 64.9% triton_mm_2355 4.1443 ms 63.1% SingleProcess AUTOTUNE benchmarking takes 10.2440 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) triton_mm_2430 0.5436 ms 100.0% mm 0.5480 ms 99.2% triton_mm_2431 0.5648 ms 96.3% triton_mm_2432 0.6086 ms 89.3% triton_mm_2423 0.6814 ms 79.8% triton_mm_2425 0.6868 ms 79.2% triton_mm_2427 0.6885 ms 79.0% triton_mm_2424 0.7170 ms 75.8% triton_mm_2428 0.7417 ms 73.3% triton_mm_2426 0.7759 ms 70.1% SingleProcess AUTOTUNE benchmarking takes 2.5977 seconds and 0.0010 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) triton_mm_2468 0.5268 ms 100.0% triton_mm_2469 0.5383 ms 97.9% mm 0.5525 ms 95.3% triton_mm_2470 0.5583 ms 94.4% triton_mm_2463 0.6632 ms 79.4% triton_mm_2461 0.6648 ms 79.2% triton_mm_2465 0.6869 ms 76.7% triton_mm_2464 0.6940 ms 75.9% triton_mm_2462 0.7340 ms 71.8% triton_mm_2466 0.7476 ms 70.5% SingleProcess AUTOTUNE benchmarking takes 2.6299 seconds and 0.8897 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5264 ms 100.0% triton_mm_2487 0.5575 ms 94.4% triton_mm_2488 0.5801 ms 90.7% triton_mm_2489 0.6051 ms 87.0% triton_mm_2482 0.6776 ms 77.7% triton_mm_2480 0.6826 ms 77.1% triton_mm_2484 0.6920 ms 76.1% triton_mm_2483 0.7225 ms 72.9% triton_mm_2485 0.7411 ms 71.0% triton_mm_2481 0.7488 ms 70.3% SingleProcess AUTOTUNE benchmarking takes 2.6049 seconds and 0.0010 seconds precompiling AUTOTUNE mm(6864x4608, 4608x1536) triton_mm_2544 0.3951 ms 100.0% triton_mm_2545 0.4074 ms 97.0% mm 0.4204 ms 94.0% triton_mm_2546 0.4224 ms 93.5% triton_mm_2539 0.5001 ms 79.0% triton_mm_2537 0.5040 ms 78.4% triton_mm_2540 0.5149 ms 76.7% triton_mm_2541 0.5170 ms 76.4% triton_mm_2538 0.5488 ms 72.0% triton_mm_2542 0.5630 ms 70.2% SingleProcess AUTOTUNE benchmarking takes 9.5032 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x6864, 6864x1536) mm 0.3663 ms 100.0% triton_mm_2563 0.3853 ms 95.1% triton_mm_2564 0.3976 ms 92.1% triton_mm_2565 0.4134 ms 88.6% triton_mm_2558 0.5079 ms 72.1% triton_mm_2556 0.5130 ms 71.4% triton_mm_2560 0.5186 ms 70.6% triton_mm_2561 0.5430 ms 67.5% triton_mm_2557 0.5467 ms 67.0% triton_mm_2559 0.5492 ms 66.7% SingleProcess AUTOTUNE benchmarking takes 10.1030 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1478 ms 100.0% triton_mm_2518 0.1729 ms 85.5% triton_mm_2525 0.1754 ms 84.3% triton_mm_2526 0.1883 ms 78.5% triton_mm_2521 0.1920 ms 77.0% triton_mm_2527 0.1930 ms 76.6% triton_mm_2522 0.1986 ms 74.4% triton_mm_2523 0.2012 ms 73.4% triton_mm_2519 0.2029 ms 72.8% triton_mm_2520 0.2118 ms 69.8% SingleProcess AUTOTUNE benchmarking takes 9.8030 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1348 ms 100.0% triton_mm_2506 0.1362 ms 99.0% triton_mm_2507 0.1425 ms 94.6% triton_mm_2508 0.1505 ms 89.6% triton_mm_2501 0.1709 ms 78.9% triton_mm_2499 0.1726 ms 78.1% triton_mm_2503 0.1760 ms 76.6% triton_mm_2500 0.1819 ms 74.1% triton_mm_2504 0.1877 ms 71.8% triton_mm_2502 0.1936 ms 69.6% SingleProcess AUTOTUNE benchmarking takes 2.4739 seconds and 0.0010 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_2595 0.0252 ms 100.0% triton_mm_2592 0.0256 ms 98.4% triton_mm_2598 0.0261 ms 96.4% triton_mm_2594 0.0267 ms 94.5% triton_mm_2589 0.0271 ms 93.0% triton_mm_2591 0.0271 ms 93.0% triton_mm_2597 0.0279 ms 90.4% triton_mm_2599 0.0279 ms 90.4% triton_mm_2593 0.0279 ms 90.3% triton_mm_2588 0.0281 ms 89.5% SingleProcess AUTOTUNE benchmarking takes 5.8029 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5379 ms 100.0% triton_mm_2635 0.5618 ms 95.8% triton_mm_2636 0.5813 ms 92.5% triton_mm_2637 0.6052 ms 88.9% triton_mm_2630 0.6839 ms 78.7% triton_mm_2632 0.6955 ms 77.4% triton_mm_2628 0.7007 ms 76.8% triton_mm_2631 0.7210 ms 74.6% triton_mm_2633 0.7365 ms 73.0% triton_mm_2629 0.7516 ms 71.6% SingleProcess AUTOTUNE benchmarking takes 2.5991 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0399 ms 100.0% triton_mm_2574 0.0404 ms 98.8% triton_mm_2570 0.0418 ms 95.4% triton_mm_2578 0.0540 ms 73.9% triton_mm_2582 0.0685 ms 58.3% triton_mm_2569 0.0723 ms 55.2% triton_mm_2568 0.0784 ms 50.9% triton_mm_2573 0.0844 ms 47.3% triton_mm_2577 0.0861 ms 46.3% triton_mm_2567 0.0916 ms 43.6% SingleProcess AUTOTUNE benchmarking takes 6.4878 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5393 ms 100.0% triton_mm_2616 0.5454 ms 98.9% triton_mm_2617 0.5665 ms 95.2% triton_mm_2618 0.6096 ms 88.5% triton_mm_2611 0.6786 ms 79.5% triton_mm_2613 0.6906 ms 78.1% triton_mm_2609 0.6932 ms 77.8% triton_mm_2610 0.7211 ms 74.8% triton_mm_2614 0.7439 ms 72.5% triton_mm_2612 0.7770 ms 69.4% SingleProcess AUTOTUNE benchmarking takes 2.5937 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4955 ms 100.0% triton_mm_2654 0.5282 ms 93.8% triton_mm_2655 0.5394 ms 91.9% triton_mm_2656 0.5591 ms 88.6% triton_mm_2647 0.6680 ms 74.2% triton_mm_2649 0.6753 ms 73.4% triton_mm_2651 0.6830 ms 72.5% triton_mm_2650 0.6950 ms 71.3% triton_mm_2648 0.7365 ms 67.3% triton_mm_2652 0.7495 ms 66.1% SingleProcess AUTOTUNE benchmarking takes 2.6082 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5304 ms 100.0% triton_mm_2673 0.5588 ms 94.9% triton_mm_2674 0.5801 ms 91.4% triton_mm_2675 0.6044 ms 87.8% triton_mm_2668 0.6721 ms 78.9% triton_mm_2666 0.6869 ms 77.2% triton_mm_2670 0.6924 ms 76.6% triton_mm_2669 0.7229 ms 73.4% triton_mm_2671 0.7412 ms 71.6% triton_mm_2667 0.7529 ms 70.4% SingleProcess AUTOTUNE benchmarking takes 2.5999 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x6864, 6864x1536) mm 0.3631 ms 100.0% triton_mm_2749 0.3867 ms 93.9% triton_mm_2750 0.3977 ms 91.3% triton_mm_2751 0.4132 ms 87.9% triton_mm_2744 0.5078 ms 71.5% triton_mm_2742 0.5144 ms 70.6% triton_mm_2746 0.5210 ms 69.7% triton_mm_2747 0.5445 ms 66.7% triton_mm_2743 0.5489 ms 66.2% triton_mm_2745 0.5503 ms 66.0% SingleProcess AUTOTUNE benchmarking takes 2.5615 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1480 ms 100.0% triton_mm_2704 0.1733 ms 85.4% triton_mm_2708 0.1736 ms 85.2% triton_mm_2711 0.1759 ms 84.2% triton_mm_2712 0.1880 ms 78.7% triton_mm_2707 0.1915 ms 77.3% triton_mm_2713 0.1921 ms 77.0% triton_mm_2709 0.2009 ms 73.7% triton_mm_2705 0.2026 ms 73.1% triton_mm_2706 0.2107 ms 70.2% SingleProcess AUTOTUNE benchmarking takes 2.4632 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1344 ms 100.0% triton_mm_2692 0.1365 ms 98.4% triton_mm_2693 0.1436 ms 93.5% triton_mm_2694 0.1513 ms 88.8% triton_mm_2687 0.1703 ms 78.9% triton_mm_2685 0.1732 ms 77.6% triton_mm_2689 0.1756 ms 76.5% triton_mm_2686 0.1812 ms 74.1% triton_mm_2690 0.1892 ms 71.0% triton_mm_2688 0.1946 ms 69.0% SingleProcess AUTOTUNE benchmarking takes 2.4703 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_2781 0.0252 ms 100.0% triton_mm_2778 0.0256 ms 98.3% triton_mm_2780 0.0256 ms 98.3% triton_mm_2784 0.0261 ms 96.3% triton_mm_2779 0.0270 ms 93.2% triton_mm_2775 0.0271 ms 92.9% triton_mm_2777 0.0271 ms 92.9% triton_mm_2774 0.0273 ms 92.1% triton_mm_2783 0.0279 ms 90.2% triton_mm_2782 0.0283 ms 88.9% SingleProcess AUTOTUNE benchmarking takes 2.1409 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5379 ms 100.0% triton_mm_2821 0.5625 ms 95.6% triton_mm_2822 0.5813 ms 92.5% triton_mm_2823 0.6038 ms 89.1% triton_mm_2816 0.6867 ms 78.3% triton_mm_2818 0.6932 ms 77.6% triton_mm_2814 0.6977 ms 77.1% triton_mm_2817 0.7253 ms 74.2% triton_mm_2819 0.7378 ms 72.9% triton_mm_2815 0.7517 ms 71.6% SingleProcess AUTOTUNE benchmarking takes 2.6003 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0399 ms 100.0% triton_mm_2760 0.0403 ms 99.0% triton_mm_2756 0.0419 ms 95.1% triton_mm_2764 0.0540 ms 73.8% triton_mm_2768 0.0678 ms 58.8% triton_mm_2755 0.0716 ms 55.7% triton_mm_2754 0.0784 ms 50.8% triton_mm_2759 0.0844 ms 47.2% triton_mm_2763 0.0862 ms 46.2% triton_mm_2753 0.0916 ms 43.5% SingleProcess AUTOTUNE benchmarking takes 2.1204 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5383 ms 100.0% triton_mm_2802 0.5439 ms 99.0% triton_mm_2803 0.5676 ms 94.8% triton_mm_2804 0.6100 ms 88.3% triton_mm_2797 0.6786 ms 79.3% triton_mm_2795 0.6877 ms 78.3% triton_mm_2799 0.6905 ms 78.0% triton_mm_2796 0.7251 ms 74.2% triton_mm_2800 0.7449 ms 72.3% triton_mm_2798 0.7785 ms 69.1% SingleProcess AUTOTUNE benchmarking takes 2.5966 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1347 ms 100.0% triton_mm_2878 0.1361 ms 98.9% triton_mm_2879 0.1438 ms 93.6% triton_mm_2880 0.1513 ms 89.0% triton_mm_2873 0.1711 ms 78.7% triton_mm_2871 0.1726 ms 78.0% triton_mm_2875 0.1748 ms 77.1% triton_mm_2872 0.1822 ms 73.9% triton_mm_2876 0.1888 ms 71.3% triton_mm_2874 0.1936 ms 69.5% SingleProcess AUTOTUNE benchmarking takes 2.4715 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_2967 0.0252 ms 100.0% triton_mm_2966 0.0256 ms 98.4% triton_mm_2964 0.0256 ms 98.3% triton_mm_2961 0.0260 ms 96.8% triton_mm_2963 0.0260 ms 96.7% triton_mm_2970 0.0261 ms 96.4% triton_mm_2968 0.0272 ms 92.7% triton_mm_2960 0.0272 ms 92.5% triton_mm_2965 0.0279 ms 90.1% triton_mm_2962 0.0282 ms 89.4% SingleProcess AUTOTUNE benchmarking takes 2.1329 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5369 ms 100.0% triton_mm_3007 0.5617 ms 95.6% triton_mm_3008 0.5811 ms 92.4% triton_mm_3009 0.6037 ms 88.9% triton_mm_3002 0.6846 ms 78.4% triton_mm_3004 0.6953 ms 77.2% triton_mm_3000 0.7030 ms 76.4% triton_mm_3003 0.7228 ms 74.3% triton_mm_3005 0.7374 ms 72.8% triton_mm_3001 0.7538 ms 71.2% SingleProcess AUTOTUNE benchmarking takes 2.6028 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0399 ms 100.0% triton_mm_2946 0.0415 ms 96.2% triton_mm_2942 0.0420 ms 95.0% triton_mm_2950 0.0529 ms 75.5% triton_mm_2954 0.0677 ms 58.9% triton_mm_2941 0.0723 ms 55.2% triton_mm_2940 0.0783 ms 50.9% triton_mm_2945 0.0845 ms 47.2% triton_mm_2949 0.0861 ms 46.3% triton_mm_2939 0.0916 ms 43.6% SingleProcess AUTOTUNE benchmarking takes 2.1255 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5380 ms 100.0% triton_mm_2988 0.5439 ms 98.9% triton_mm_2989 0.5673 ms 94.8% triton_mm_2990 0.6093 ms 88.3% triton_mm_2983 0.6817 ms 78.9% triton_mm_2981 0.6820 ms 78.9% triton_mm_2985 0.6853 ms 78.5% triton_mm_2982 0.7211 ms 74.6% triton_mm_2986 0.7422 ms 72.5% triton_mm_2984 0.7738 ms 69.5% SingleProcess AUTOTUNE benchmarking takes 2.5995 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) triton_mm_3132 0.0404 ms 100.0% triton_mm_3128 0.0417 ms 96.8% mm 0.0417 ms 96.7% triton_mm_3136 0.0540 ms 74.7% triton_mm_3140 0.0688 ms 58.6% triton_mm_3127 0.0716 ms 56.4% triton_mm_3126 0.0784 ms 51.5% triton_mm_3131 0.0837 ms 48.2% triton_mm_3135 0.0861 ms 46.8% triton_mm_3125 0.0917 ms 44.0% SingleProcess AUTOTUNE benchmarking takes 2.1397 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5425 ms 100.0% triton_mm_3174 0.5430 ms 99.9% triton_mm_3175 0.5657 ms 95.9% triton_mm_3176 0.6076 ms 89.3% triton_mm_3169 0.6795 ms 79.8% triton_mm_3167 0.6861 ms 79.1% triton_mm_3171 0.6897 ms 78.7% triton_mm_3168 0.7214 ms 75.2% triton_mm_3172 0.7391 ms 73.4% triton_mm_3170 0.7761 ms 69.9% SingleProcess AUTOTUNE benchmarking takes 2.6075 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x768, 768x2048) triton_mm_5778 0.0982 ms 100.0% triton_mm_5779 0.1027 ms 95.6% triton_mm_5773 0.1189 ms 82.6% triton_mm_5771 0.1190 ms 82.5% triton_mm_5775 0.1191 ms 82.5% mm 0.1229 ms 79.9% triton_mm_5780 0.1274 ms 77.1% triton_mm_5772 0.1293 ms 75.9% triton_mm_5776 0.1337 ms 73.5% triton_mm_5774 0.1559 ms 63.0% SingleProcess AUTOTUNE benchmarking takes 10.6615 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x2048, 2048x2048) triton_mm_5816 0.2350 ms 100.0% mm 0.2352 ms 99.9% triton_mm_5817 0.2446 ms 96.1% triton_mm_5818 0.2589 ms 90.8% triton_mm_5809 0.2992 ms 78.5% triton_mm_5811 0.2999 ms 78.3% triton_mm_5813 0.3077 ms 76.4% triton_mm_5812 0.3207 ms 73.3% triton_mm_5810 0.3270 ms 71.9% triton_mm_5814 0.3340 ms 70.3% SingleProcess AUTOTUNE benchmarking takes 10.4760 seconds and 0.0000 seconds precompiling AUTOTUNE mm(2048x6864, 6864x2048) mm 0.2427 ms 100.0% triton_mm_5835 0.2799 ms 86.7% triton_mm_5836 0.2870 ms 84.6% triton_mm_5837 0.2948 ms 82.3% triton_mm_5832 0.3172 ms 76.5% triton_mm_5828 0.3185 ms 76.2% triton_mm_5831 0.3229 ms 75.2% triton_mm_5830 0.3295 ms 73.6% triton_mm_5833 0.3303 ms 73.5% triton_mm_5829 0.3373 ms 71.9% SingleProcess AUTOTUNE benchmarking takes 9.9427 seconds and 0.0000 seconds precompiling AUTOTUNE mm(2048x6864, 6864x1536) mm 0.1772 ms 100.0% triton_mm_5873 0.1837 ms 96.4% triton_mm_5874 0.1907 ms 92.9% triton_mm_5875 0.1976 ms 89.7% triton_mm_5869 0.2513 ms 70.5% triton_mm_5871 0.2603 ms 68.1% triton_mm_5867 0.2647 ms 66.9% triton_mm_5868 0.2697 ms 65.7% triton_mm_5866 0.2727 ms 65.0% triton_mm_5870 0.2771 ms 63.9% SingleProcess AUTOTUNE benchmarking takes 2.5056 seconds and 0.0009 seconds precompiling AUTOTUNE mm(768x6864, 6864x2048) mm 0.0942 ms 100.0% triton_mm_5799 0.0995 ms 94.7% triton_mm_5798 0.1094 ms 86.1% triton_mm_5792 0.1172 ms 80.3% triton_mm_5797 0.1213 ms 77.7% triton_mm_5790 0.1213 ms 77.7% triton_mm_5794 0.1241 ms 75.9% triton_mm_5793 0.1260 ms 74.8% triton_mm_5795 0.1308 ms 72.0% triton_mm_5791 0.1342 ms 70.2% SingleProcess AUTOTUNE benchmarking takes 2.4517 seconds and 0.0010 seconds precompiling AUTOTUNE mm(6864x2048, 2048x1536) mm 0.1743 ms 100.0% triton_mm_5854 0.1792 ms 97.3% triton_mm_5855 0.1846 ms 94.4% triton_mm_5856 0.1946 ms 89.6% triton_mm_5849 0.2221 ms 78.5% triton_mm_5847 0.2258 ms 77.2% triton_mm_5851 0.2276 ms 76.6% triton_mm_5850 0.2423 ms 71.9% triton_mm_5848 0.2466 ms 70.7% triton_mm_5852 0.2524 ms 69.1% SingleProcess AUTOTUNE benchmarking takes 10.4639 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6840, 6840x28) mm 0.0361 ms 100.0% triton_mm_7003 0.0470 ms 76.7% triton_mm_6996 0.0491 ms 73.5% triton_mm_6994 0.0574 ms 62.8% triton_mm_6995 0.0644 ms 56.0% triton_mm_7002 0.0704 ms 51.2% triton_mm_6993 0.0718 ms 50.2% triton_mm_6999 0.0724 ms 49.8% triton_mm_7008 0.0735 ms 49.1% triton_mm_7001 0.0799 ms 45.2% SingleProcess AUTOTUNE benchmarking takes 6.6731 seconds and 0.0000 seconds precompiling /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2198: UserWarning: Overwriting vit_tiny_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2207: UserWarning: Overwriting vit_tiny_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2216: UserWarning: Overwriting vit_small_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2225: UserWarning: Overwriting vit_small_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2234: UserWarning: Overwriting vit_small_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2243: UserWarning: Overwriting vit_small_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2252: UserWarning: Overwriting vit_small_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2261: UserWarning: Overwriting vit_base_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2271: UserWarning: Overwriting vit_base_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2281: UserWarning: Overwriting vit_base_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2291: UserWarning: Overwriting vit_base_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2301: UserWarning: Overwriting vit_base_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2311: UserWarning: Overwriting vit_large_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2320: UserWarning: Overwriting vit_large_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2330: UserWarning: Overwriting vit_large_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2340: UserWarning: Overwriting vit_large_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2350: UserWarning: Overwriting vit_large_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2359: UserWarning: Overwriting vit_huge_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2368: UserWarning: Overwriting vit_giant_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2377: UserWarning: Overwriting vit_gigantic_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2387: UserWarning: Overwriting vit_base_patch16_224_miil in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224_miil. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224_miil(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2398: UserWarning: Overwriting vit_medium_patch16_gap_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2410: UserWarning: Overwriting vit_medium_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2422: UserWarning: Overwriting vit_medium_patch16_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2434: UserWarning: Overwriting vit_betwixt_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2446: UserWarning: Overwriting vit_base_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2457: UserWarning: Overwriting vit_huge_patch14_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2468: UserWarning: Overwriting vit_huge_patch16_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch16_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch16_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2479: UserWarning: Overwriting vit_giant_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2491: UserWarning: Overwriting vit_xsmall_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_xsmall_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_xsmall_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2500: UserWarning: Overwriting vit_medium_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2510: UserWarning: Overwriting vit_medium_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2519: UserWarning: Overwriting vit_betwixt_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2529: UserWarning: Overwriting vit_base_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2540: UserWarning: Overwriting vit_base_patch32_clip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2551: UserWarning: Overwriting vit_base_patch32_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2562: UserWarning: Overwriting vit_base_patch32_clip_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2573: UserWarning: Overwriting vit_base_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2583: UserWarning: Overwriting vit_base_patch16_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2593: UserWarning: Overwriting vit_large_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2603: UserWarning: Overwriting vit_large_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2613: UserWarning: Overwriting vit_huge_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2623: UserWarning: Overwriting vit_huge_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2633: UserWarning: Overwriting vit_huge_patch14_clip_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2643: UserWarning: Overwriting vit_giant_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2656: UserWarning: Overwriting vit_gigantic_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2669: UserWarning: Overwriting vit_base_patch32_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2681: UserWarning: Overwriting vit_base_patch16_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2693: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2705: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2717: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2729: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2743: UserWarning: Overwriting vit_base_patch32_plus_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_plus_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_plus_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2753: UserWarning: Overwriting vit_base_patch16_plus_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_plus_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_plus_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2763: UserWarning: Overwriting vit_base_patch16_rpn_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_rpn_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_rpn_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2775: UserWarning: Overwriting vit_small_patch16_36x1_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_36x1_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_36x1_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2787: UserWarning: Overwriting vit_small_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2800: UserWarning: Overwriting vit_base_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2812: UserWarning: Overwriting eva_large_patch14_196 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_196. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_196(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2821: UserWarning: Overwriting eva_large_patch14_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2829: UserWarning: Overwriting flexivit_small in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_small. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_small(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2838: UserWarning: Overwriting flexivit_base in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_base. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_base(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2847: UserWarning: Overwriting flexivit_large in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_large. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_large(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2856: UserWarning: Overwriting vit_base_patch16_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2869: UserWarning: Overwriting vit_large_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2882: UserWarning: Overwriting vit_huge_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2895: UserWarning: Overwriting vit_small_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2905: UserWarning: Overwriting vit_base_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2915: UserWarning: Overwriting vit_large_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2925: UserWarning: Overwriting vit_giant_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2942: UserWarning: Overwriting vit_small_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2955: UserWarning: Overwriting vit_base_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2968: UserWarning: Overwriting vit_large_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2981: UserWarning: Overwriting vit_giant_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2998: UserWarning: Overwriting vit_base_patch16_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3008: UserWarning: Overwriting vit_base_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3018: UserWarning: Overwriting vit_base_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3028: UserWarning: Overwriting vit_base_patch16_siglip_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3038: UserWarning: Overwriting vit_large_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3048: UserWarning: Overwriting vit_large_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3058: UserWarning: Overwriting vit_so400m_patch14_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3068: UserWarning: Overwriting vit_so400m_patch14_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3078: UserWarning: Overwriting vit_base_patch16_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3089: UserWarning: Overwriting vit_base_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3100: UserWarning: Overwriting vit_base_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3111: UserWarning: Overwriting vit_base_patch16_siglip_gap_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3122: UserWarning: Overwriting vit_large_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3133: UserWarning: Overwriting vit_large_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3144: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3156: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3168: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3180: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_896 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_896. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_896(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3192: UserWarning: Overwriting vit_wee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_wee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_wee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3203: UserWarning: Overwriting vit_pwee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_pwee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_pwee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3214: UserWarning: Overwriting vit_little_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3225: UserWarning: Overwriting vit_little_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3236: UserWarning: Overwriting vit_medium_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3247: UserWarning: Overwriting vit_medium_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3258: UserWarning: Overwriting vit_mediumd_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_mediumd_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_mediumd_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3269: UserWarning: Overwriting vit_betwixt_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3280: UserWarning: Overwriting vit_betwixt_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3291: UserWarning: Overwriting vit_base_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3302: UserWarning: Overwriting vit_so150m_patch16_reg4_map_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_map_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_map_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3313: UserWarning: Overwriting vit_so150m_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/train.py:99: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature. checkpoint = torch.load(vae_ckpt, map_location="cpu") /home/user/VAR/utils/amp_sc.py:27: FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead. self.scaler = torch.cuda.amp.GradScaler(init_scale=2. ** 11, growth_interval=1000) if self.using_fp16_rather_bf16 else None # only fp16 needs a scaler /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(6840x28, 28x1536) triton_mm_7 0.0330 ms 100.0% triton_mm_11 0.0335 ms 98.6% triton_mm_9 0.0335 ms 98.4% triton_mm_12 0.0345 ms 95.7% triton_mm_6 0.0345 ms 95.6% triton_mm_8 0.0346 ms 95.4% triton_mm_4 0.0351 ms 94.0% triton_mm_14 0.0372 ms 88.7% triton_mm_15 0.0373 ms 88.5% triton_mm_3 0.0379 ms 87.0% SingleProcess AUTOTUNE benchmarking takes 2.0981 seconds and 0.0093 seconds precompiling AUTOTUNE addmm(24x9216, 24x1536, 1536x9216) triton_mm_29 0.0352 ms 100.0% triton_mm_33 0.0360 ms 97.8% triton_mm_25 0.0366 ms 96.1% triton_mm_28 0.0368 ms 95.6% bias_addmm 0.0371 ms 94.7% triton_mm_24 0.0375 ms 93.9% triton_mm_18 0.0376 ms 93.5% triton_mm_21 0.0379 ms 92.9% triton_mm_19 0.0411 ms 85.6% triton_mm_20 0.0412 ms 85.5% SingleProcess AUTOTUNE benchmarking takes 2.1842 seconds and 0.0009 seconds precompiling AUTOTUNE addmm(6864x4608, 6864x1536, 1536x4608) triton_mm_51 0.4264 ms 100.0% triton_mm_50 0.4293 ms 99.3% triton_mm_52 0.4730 ms 90.1% triton_mm_45 0.5059 ms 84.3% triton_mm_43 0.5320 ms 80.2% triton_mm_47 0.5339 ms 79.9% addmm 0.5432 ms 78.5% triton_mm_44 0.5869 ms 72.7% triton_mm_46 0.5955 ms 71.6% triton_mm_48 0.6051 ms 70.5% SingleProcess AUTOTUNE benchmarking takes 2.6887 seconds and 0.0039 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x1536, 1536x1536) triton_mm_70 0.1445 ms 100.0% triton_mm_69 0.1459 ms 99.1% triton_mm_71 0.1596 ms 90.6% bias_addmm 0.1628 ms 88.8% triton_mm_64 0.1746 ms 82.8% addmm 0.1754 ms 82.4% triton_mm_66 0.1798 ms 80.4% triton_mm_62 0.1812 ms 79.7% triton_mm_63 0.1977 ms 73.1% triton_mm_67 0.2008 ms 72.0% SingleProcess AUTOTUNE benchmarking takes 2.5798 seconds and 0.0010 seconds precompiling AUTOTUNE addmm(6864x6144, 6864x1536, 1536x6144) triton_mm_89 0.5680 ms 100.0% triton_mm_88 0.5760 ms 98.6% triton_mm_90 0.6308 ms 90.0% triton_mm_83 0.6817 ms 83.3% addmm 0.6985 ms 81.3% triton_mm_85 0.7181 ms 79.1% triton_mm_81 0.7269 ms 78.1% triton_mm_82 0.8028 ms 70.7% triton_mm_84 0.8081 ms 70.3% triton_mm_86 0.8120 ms 69.9% SingleProcess AUTOTUNE benchmarking takes 2.7358 seconds and 0.7633 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_108 0.5279 ms 100.0% triton_mm_107 0.5476 ms 96.4% triton_mm_109 0.5617 ms 94.0% addmm 0.6016 ms 87.7% bias_addmm 0.6078 ms 86.9% triton_mm_102 0.6652 ms 79.4% triton_mm_100 0.6854 ms 77.0% triton_mm_104 0.6953 ms 75.9% triton_mm_103 0.7034 ms 75.1% triton_mm_105 0.7712 ms 68.5% SingleProcess AUTOTUNE benchmarking takes 2.7396 seconds and 0.2443 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_201 0.5274 ms 100.0% bias_addmm 0.5347 ms 98.6% triton_mm_200 0.5504 ms 95.8% triton_mm_202 0.5609 ms 94.0% addmm 0.5668 ms 93.0% triton_mm_195 0.6708 ms 78.6% triton_mm_193 0.6858 ms 76.9% triton_mm_197 0.6938 ms 76.0% triton_mm_196 0.6967 ms 75.7% triton_mm_198 0.7642 ms 69.0% SingleProcess AUTOTUNE benchmarking takes 2.7272 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_294 0.5278 ms 100.0% triton_mm_293 0.5460 ms 96.7% triton_mm_295 0.5612 ms 94.0% addmm 0.6023 ms 87.6% bias_addmm 0.6070 ms 87.0% triton_mm_288 0.6650 ms 79.4% triton_mm_286 0.6911 ms 76.4% triton_mm_290 0.6954 ms 75.9% triton_mm_289 0.6970 ms 75.7% triton_mm_291 0.7712 ms 68.4% SingleProcess AUTOTUNE benchmarking takes 2.7286 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_387 0.5266 ms 100.0% triton_mm_386 0.5480 ms 96.1% triton_mm_388 0.5623 ms 93.7% addmm 0.6023 ms 87.4% bias_addmm 0.6077 ms 86.7% triton_mm_381 0.6716 ms 78.4% triton_mm_379 0.6857 ms 76.8% triton_mm_383 0.6899 ms 76.3% triton_mm_382 0.6964 ms 75.6% triton_mm_384 0.7651 ms 68.8% SingleProcess AUTOTUNE benchmarking takes 2.7334 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_480 0.5288 ms 100.0% triton_mm_479 0.5475 ms 96.6% triton_mm_481 0.5625 ms 94.0% addmm 0.6021 ms 87.8% bias_addmm 0.6077 ms 87.0% triton_mm_474 0.6671 ms 79.3% triton_mm_472 0.6934 ms 76.3% triton_mm_476 0.6954 ms 76.0% triton_mm_475 0.7059 ms 74.9% triton_mm_477 0.7662 ms 69.0% SingleProcess AUTOTUNE benchmarking takes 2.7307 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_573 0.5276 ms 100.0% triton_mm_572 0.5475 ms 96.4% triton_mm_574 0.5608 ms 94.1% addmm 0.5661 ms 93.2% bias_addmm 0.6074 ms 86.9% triton_mm_567 0.6637 ms 79.5% triton_mm_565 0.6851 ms 77.0% triton_mm_569 0.6933 ms 76.1% triton_mm_568 0.6969 ms 75.7% triton_mm_570 0.7639 ms 69.1% SingleProcess AUTOTUNE benchmarking takes 2.7378 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x2048, 6864x1536, 1536x2048) triton_mm_592 0.1889 ms 100.0% triton_mm_591 0.1892 ms 99.8% triton_mm_593 0.2086 ms 90.5% triton_mm_586 0.2251 ms 83.9% triton_mm_584 0.2350 ms 80.4% triton_mm_588 0.2361 ms 80.0% bias_addmm 0.2420 ms 78.0% triton_mm_585 0.2590 ms 72.9% triton_mm_589 0.2631 ms 71.8% triton_mm_587 0.2687 ms 70.3% SingleProcess AUTOTUNE benchmarking takes 11.2751 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x2048, 6864x2048, 2048x2048) triton_mm_611 0.2430 ms 100.0% triton_mm_610 0.2438 ms 99.6% triton_mm_612 0.2663 ms 91.2% bias_addmm 0.2664 ms 91.2% triton_mm_605 0.2978 ms 81.6% triton_mm_603 0.3040 ms 79.9% addmm 0.3051 ms 79.6% triton_mm_607 0.3062 ms 79.4% triton_mm_606 0.3307 ms 73.5% triton_mm_608 0.3465 ms 70.1% SingleProcess AUTOTUNE benchmarking takes 2.6424 seconds and 0.0010 seconds precompiling AUTOTUNE mm(6864x2048, 2048x768) mm 0.0939 ms 100.0% triton_mm_630 0.0942 ms 99.7% triton_mm_629 0.0994 ms 94.5% triton_mm_631 0.1001 ms 93.9% triton_mm_624 0.1133 ms 82.9% triton_mm_626 0.1151 ms 81.6% triton_mm_622 0.1163 ms 80.8% triton_mm_625 0.1282 ms 73.2% triton_mm_627 0.1331 ms 70.6% triton_mm_623 0.1339 ms 70.2% SingleProcess AUTOTUNE benchmarking takes 2.4416 seconds and 0.0010 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_723 0.5260 ms 100.0% triton_mm_722 0.5451 ms 96.5% triton_mm_724 0.5612 ms 93.7% addmm 0.5661 ms 92.9% bias_addmm 0.6067 ms 86.7% triton_mm_717 0.6652 ms 79.1% triton_mm_715 0.6838 ms 76.9% triton_mm_719 0.6936 ms 75.8% triton_mm_718 0.6970 ms 75.5% triton_mm_720 0.7636 ms 68.9% SingleProcess AUTOTUNE benchmarking takes 2.7380 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_816 0.5251 ms 100.0% triton_mm_815 0.5467 ms 96.0% triton_mm_817 0.5606 ms 93.7% addmm 0.5873 ms 89.4% bias_addmm 0.6066 ms 86.6% triton_mm_810 0.6723 ms 78.1% triton_mm_808 0.6906 ms 76.0% triton_mm_812 0.6922 ms 75.9% triton_mm_811 0.6940 ms 75.7% triton_mm_813 0.7642 ms 68.7% SingleProcess AUTOTUNE benchmarking takes 2.7479 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_909 0.5253 ms 100.0% triton_mm_908 0.5472 ms 96.0% triton_mm_910 0.5620 ms 93.5% addmm 0.6019 ms 87.3% bias_addmm 0.6069 ms 86.6% triton_mm_903 0.6719 ms 78.2% triton_mm_905 0.6892 ms 76.2% triton_mm_901 0.6900 ms 76.1% triton_mm_904 0.6913 ms 76.0% triton_mm_906 0.7642 ms 68.7% SingleProcess AUTOTUNE benchmarking takes 2.7296 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x1536, 1536x3072) triton_mm_2318 0.0176 ms 100.0% triton_mm_2310 0.0180 ms 97.9% triton_mm_2314 0.0180 ms 97.5% mm 0.0200 ms 87.7% triton_mm_2322 0.0205 ms 85.6% triton_mm_2307 0.0217 ms 80.9% triton_mm_2313 0.0221 ms 79.6% triton_mm_2309 0.0230 ms 76.5% triton_mm_2317 0.0238 ms 73.7% triton_mm_2308 0.0238 ms 73.7% SingleProcess AUTOTUNE benchmarking takes 7.2520 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x32768, 6864x1536, 1536x32768) triton_mm_2340 3.0228 ms 100.0% bias_addmm 3.0696 ms 98.5% triton_mm_2339 3.0747 ms 98.3% triton_mm_2341 3.3858 ms 89.3% triton_mm_2334 3.6566 ms 82.7% addmm 3.7172 ms 81.3% triton_mm_2336 3.7798 ms 80.0% triton_mm_2332 3.9172 ms 77.2% triton_mm_2335 4.2625 ms 70.9% triton_mm_2337 4.2913 ms 70.4% SingleProcess AUTOTUNE benchmarking takes 12.4092 seconds and 0.0000 seconds precompiling /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(32768x6864, 6864x1536) triton_mm_2377 2.8040 ms 100.0% triton_mm_2378 2.8672 ms 97.8% mm 2.9160 ms 96.2% triton_mm_2379 3.0416 ms 92.2% triton_mm_2372 3.6206 ms 77.4% triton_mm_2370 3.6426 ms 77.0% triton_mm_2374 3.7249 ms 75.3% triton_mm_2373 3.8084 ms 73.6% triton_mm_2375 3.8876 ms 72.1% triton_mm_2371 3.9424 ms 71.1% SingleProcess AUTOTUNE benchmarking takes 9.9624 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5298 ms 100.0% triton_mm_2449 0.5605 ms 94.5% triton_mm_2450 0.5789 ms 91.5% triton_mm_2451 0.6004 ms 88.2% triton_mm_2444 0.6720 ms 78.8% triton_mm_2446 0.6837 ms 77.5% triton_mm_2442 0.6879 ms 77.0% triton_mm_2445 0.7140 ms 74.2% triton_mm_2447 0.7193 ms 73.6% triton_mm_2443 0.7489 ms 70.7% SingleProcess AUTOTUNE benchmarking takes 10.2057 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3072x24, 24x1536) triton_mm_2403 0.0144 ms 100.0% triton_mm_2405 0.0144 ms 100.0% triton_mm_2402 0.0150 ms 96.2% triton_mm_2409 0.0154 ms 93.3% triton_mm_2410 0.0156 ms 92.0% triton_mm_2404 0.0157 ms 91.6% triton_mm_2412 0.0158 ms 91.1% triton_mm_2407 0.0159 ms 90.5% triton_mm_2408 0.0159 ms 90.4% triton_mm_2406 0.0160 ms 90.0% SingleProcess AUTOTUNE benchmarking takes 5.9047 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x3072, 3072x1536) triton_mm_2384 0.0187 ms 100.0% triton_mm_2388 0.0213 ms 87.5% mm 0.0221 ms 84.4% triton_mm_2392 0.0249 ms 74.9% triton_mm_2383 0.0296 ms 63.0% triton_mm_2396 0.0298 ms 62.6% triton_mm_2382 0.0314 ms 59.4% triton_mm_2387 0.0327 ms 57.0% triton_mm_2391 0.0331 ms 56.3% triton_mm_2381 0.0356 ms 52.4% SingleProcess AUTOTUNE benchmarking takes 2.1182 seconds and 0.0009 seconds precompiling AUTOTUNE mm(6864x32768, 32768x1536) mm 2.6171 ms 100.0% triton_mm_2358 2.8420 ms 92.1% triton_mm_2359 2.8556 ms 91.6% triton_mm_2360 2.9528 ms 88.6% triton_mm_2354 3.7011 ms 70.7% triton_mm_2351 3.7685 ms 69.4% triton_mm_2353 3.8328 ms 68.3% triton_mm_2352 3.9456 ms 66.3% triton_mm_2356 4.0183 ms 65.1% triton_mm_2355 4.0796 ms 64.1% SingleProcess AUTOTUNE benchmarking takes 10.0986 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5372 ms 100.0% triton_mm_2430 0.5415 ms 99.2% triton_mm_2431 0.5596 ms 96.0% triton_mm_2432 0.5999 ms 89.5% triton_mm_2425 0.6730 ms 79.8% triton_mm_2423 0.6771 ms 79.3% triton_mm_2427 0.6783 ms 79.2% triton_mm_2424 0.7165 ms 75.0% triton_mm_2428 0.7335 ms 73.2% triton_mm_2426 0.8969 ms 59.9% SingleProcess AUTOTUNE benchmarking takes 13.4996 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4945 ms 100.0% triton_mm_2468 0.5250 ms 94.2% triton_mm_2469 0.5343 ms 92.5% triton_mm_2470 0.5533 ms 89.4% triton_mm_2463 0.6577 ms 75.2% triton_mm_2461 0.6588 ms 75.1% triton_mm_2465 0.6735 ms 73.4% triton_mm_2464 0.6927 ms 71.4% triton_mm_2462 0.7289 ms 67.8% triton_mm_2466 0.7427 ms 66.6% SingleProcess AUTOTUNE benchmarking takes 9.6384 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5222 ms 100.0% triton_mm_2487 0.5566 ms 93.8% triton_mm_2488 0.5783 ms 90.3% triton_mm_2489 0.6026 ms 86.7% triton_mm_2482 0.6563 ms 79.6% triton_mm_2480 0.6687 ms 78.1% triton_mm_2484 0.6770 ms 77.1% triton_mm_2483 0.7129 ms 73.3% triton_mm_2485 0.7348 ms 71.1% triton_mm_2481 0.7396 ms 70.6% SingleProcess AUTOTUNE benchmarking takes 10.0404 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x4608, 4608x1536) mm 0.3740 ms 100.0% triton_mm_2544 0.3941 ms 94.9% triton_mm_2545 0.4028 ms 92.9% triton_mm_2546 0.4184 ms 89.4% triton_mm_2539 0.4925 ms 75.9% triton_mm_2537 0.4938 ms 75.7% triton_mm_2541 0.5078 ms 73.7% triton_mm_2540 0.5149 ms 72.6% triton_mm_2538 0.5401 ms 69.2% triton_mm_2542 0.5574 ms 67.1% SingleProcess AUTOTUNE benchmarking takes 9.5640 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x6864, 6864x1536) mm 0.3599 ms 100.0% triton_mm_2563 0.3830 ms 93.9% triton_mm_2564 0.3936 ms 91.4% triton_mm_2565 0.4550 ms 79.1% triton_mm_2558 0.5011 ms 71.8% triton_mm_2556 0.5054 ms 71.2% triton_mm_2560 0.5103 ms 70.5% triton_mm_2559 0.5343 ms 67.4% triton_mm_2561 0.5357 ms 67.2% triton_mm_2557 0.5432 ms 66.2% SingleProcess AUTOTUNE benchmarking takes 9.7221 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1469 ms 100.0% triton_mm_2518 0.1718 ms 85.5% triton_mm_2522 0.1724 ms 85.2% triton_mm_2525 0.1752 ms 83.8% triton_mm_2520 0.1862 ms 78.9% triton_mm_2526 0.1890 ms 77.7% triton_mm_2521 0.1902 ms 77.2% triton_mm_2527 0.1940 ms 75.7% triton_mm_2523 0.2002 ms 73.4% triton_mm_2519 0.2028 ms 72.4% SingleProcess AUTOTUNE benchmarking takes 9.8510 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1346 ms 100.0% triton_mm_2506 0.1371 ms 98.2% triton_mm_2507 0.1439 ms 93.6% triton_mm_2508 0.1511 ms 89.1% triton_mm_2501 0.1687 ms 79.8% triton_mm_2503 0.1724 ms 78.1% triton_mm_2500 0.1796 ms 75.0% triton_mm_2504 0.1873 ms 71.9% triton_mm_2499 0.1876 ms 71.8% triton_mm_2502 0.1939 ms 69.4% SingleProcess AUTOTUNE benchmarking takes 10.6523 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_2594 0.0257 ms 100.0% triton_mm_2589 0.0262 ms 98.0% triton_mm_2598 0.0263 ms 97.4% triton_mm_2595 0.0267 ms 96.0% triton_mm_2592 0.0269 ms 95.4% triton_mm_2593 0.0270 ms 95.0% triton_mm_2596 0.0274 ms 93.6% triton_mm_2591 0.0275 ms 93.5% triton_mm_2599 0.0281 ms 91.4% triton_mm_2597 0.0281 ms 91.3% SingleProcess AUTOTUNE benchmarking takes 5.7607 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0406 ms 100.0% triton_mm_2574 0.0406 ms 100.0% triton_mm_2570 0.0427 ms 95.1% triton_mm_2578 0.0531 ms 76.4% triton_mm_2582 0.0680 ms 59.7% triton_mm_2569 0.0729 ms 55.7% triton_mm_2568 0.0782 ms 51.9% triton_mm_2573 0.0842 ms 48.2% triton_mm_2577 0.0861 ms 47.1% triton_mm_2567 0.0917 ms 44.3% SingleProcess AUTOTUNE benchmarking takes 6.6659 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5397 ms 100.0% triton_mm_2616 0.5411 ms 99.7% triton_mm_2617 0.5636 ms 95.8% triton_mm_2618 0.6052 ms 89.2% triton_mm_2611 0.6771 ms 79.7% triton_mm_2609 0.6828 ms 79.0% triton_mm_2613 0.6844 ms 78.9% triton_mm_2610 0.7186 ms 75.1% triton_mm_2614 0.7412 ms 72.8% triton_mm_2612 0.7680 ms 70.3% SingleProcess AUTOTUNE benchmarking takes 2.6003 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4956 ms 100.0% triton_mm_2654 0.5288 ms 93.7% triton_mm_2655 0.5378 ms 92.2% triton_mm_2656 0.5574 ms 88.9% triton_mm_2647 0.6591 ms 75.2% triton_mm_2649 0.6602 ms 75.1% triton_mm_2651 0.6771 ms 73.2% triton_mm_2650 0.7012 ms 70.7% triton_mm_2648 0.7337 ms 67.5% triton_mm_2652 0.7462 ms 66.4% SingleProcess AUTOTUNE benchmarking takes 2.6046 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5280 ms 100.0% triton_mm_2673 0.5580 ms 94.6% triton_mm_2674 0.5793 ms 91.1% triton_mm_2675 0.6028 ms 87.6% triton_mm_2668 0.6707 ms 78.7% triton_mm_2666 0.6803 ms 77.6% triton_mm_2670 0.6846 ms 77.1% triton_mm_2669 0.7220 ms 73.1% triton_mm_2671 0.7439 ms 71.0% triton_mm_2667 0.7512 ms 70.3% SingleProcess AUTOTUNE benchmarking takes 2.5949 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x6864, 6864x1536) mm 0.3609 ms 100.0% triton_mm_2749 0.3838 ms 94.0% triton_mm_2750 0.3958 ms 91.2% triton_mm_2751 0.4130 ms 87.4% triton_mm_2744 0.5049 ms 71.5% triton_mm_2742 0.5069 ms 71.2% triton_mm_2746 0.5136 ms 70.3% triton_mm_2747 0.5377 ms 67.1% triton_mm_2745 0.5404 ms 66.8% triton_mm_2743 0.5467 ms 66.0% SingleProcess AUTOTUNE benchmarking takes 2.5717 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1483 ms 100.0% triton_mm_2704 0.1718 ms 86.3% triton_mm_2708 0.1734 ms 85.5% triton_mm_2711 0.1752 ms 84.7% triton_mm_2706 0.1872 ms 79.2% triton_mm_2712 0.1898 ms 78.1% triton_mm_2707 0.1915 ms 77.5% triton_mm_2713 0.1942 ms 76.4% triton_mm_2709 0.2022 ms 73.4% triton_mm_2705 0.2047 ms 72.4% SingleProcess AUTOTUNE benchmarking takes 2.4557 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1356 ms 100.0% triton_mm_2692 0.1379 ms 98.4% triton_mm_2693 0.1440 ms 94.2% triton_mm_2694 0.1531 ms 88.6% triton_mm_2687 0.1704 ms 79.6% triton_mm_2685 0.1713 ms 79.2% triton_mm_2689 0.1741 ms 77.9% triton_mm_2686 0.1807 ms 75.1% triton_mm_2690 0.1873 ms 72.4% triton_mm_2688 0.1931 ms 70.3% SingleProcess AUTOTUNE benchmarking takes 2.4667 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_2781 0.0254 ms 100.0% triton_mm_2780 0.0257 ms 99.1% triton_mm_2775 0.0262 ms 97.2% triton_mm_2777 0.0262 ms 97.1% triton_mm_2784 0.0263 ms 96.6% triton_mm_2778 0.0269 ms 94.5% triton_mm_2774 0.0273 ms 93.2% triton_mm_2785 0.0281 ms 90.4% triton_mm_2779 0.0282 ms 90.2% triton_mm_2782 0.0287 ms 88.7% SingleProcess AUTOTUNE benchmarking takes 2.1330 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) triton_mm_2760 0.0405 ms 100.0% mm 0.0407 ms 99.6% triton_mm_2756 0.0428 ms 94.7% triton_mm_2764 0.0543 ms 74.6% triton_mm_2768 0.0680 ms 59.6% triton_mm_2755 0.0720 ms 56.2% triton_mm_2754 0.0789 ms 51.4% triton_mm_2759 0.0851 ms 47.6% triton_mm_2763 0.0871 ms 46.5% triton_mm_2753 0.0909 ms 44.5% SingleProcess AUTOTUNE benchmarking takes 2.1287 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5366 ms 100.0% triton_mm_2802 0.5415 ms 99.1% triton_mm_2803 0.5669 ms 94.7% triton_mm_2804 0.6045 ms 88.8% triton_mm_2797 0.6767 ms 79.3% triton_mm_2795 0.6831 ms 78.6% triton_mm_2799 0.6853 ms 78.3% triton_mm_2796 0.7193 ms 74.6% triton_mm_2800 0.7404 ms 72.5% triton_mm_2798 0.7751 ms 69.2% SingleProcess AUTOTUNE benchmarking takes 2.6022 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4915 ms 100.0% triton_mm_2840 0.5268 ms 93.3% triton_mm_2841 0.5364 ms 91.6% triton_mm_2842 0.5534 ms 88.8% triton_mm_2833 0.6601 ms 74.4% triton_mm_2835 0.6610 ms 74.3% triton_mm_2837 0.6771 ms 72.6% triton_mm_2836 0.7017 ms 70.0% triton_mm_2834 0.7343 ms 66.9% triton_mm_2838 0.7474 ms 65.8% SingleProcess AUTOTUNE benchmarking takes 2.6012 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5286 ms 100.0% triton_mm_2859 0.5577 ms 94.8% triton_mm_2860 0.5805 ms 91.0% triton_mm_2861 0.6070 ms 87.1% triton_mm_2854 0.6727 ms 78.6% triton_mm_2852 0.6811 ms 77.6% triton_mm_2856 0.6857 ms 77.1% triton_mm_2855 0.7215 ms 73.3% triton_mm_2857 0.7371 ms 71.7% triton_mm_2853 0.7516 ms 70.3% SingleProcess AUTOTUNE benchmarking takes 2.5992 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1477 ms 100.0% triton_mm_2890 0.1727 ms 85.5% triton_mm_2894 0.1737 ms 85.0% triton_mm_2897 0.1752 ms 84.3% triton_mm_2892 0.1870 ms 79.0% triton_mm_2898 0.1890 ms 78.2% triton_mm_2893 0.1909 ms 77.4% triton_mm_2899 0.1935 ms 76.4% triton_mm_2895 0.2023 ms 73.0% triton_mm_2891 0.2037 ms 72.5% SingleProcess AUTOTUNE benchmarking takes 2.4675 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1346 ms 100.0% triton_mm_2878 0.1389 ms 96.9% triton_mm_2879 0.1451 ms 92.8% triton_mm_2880 0.1522 ms 88.4% triton_mm_2873 0.1702 ms 79.0% triton_mm_2871 0.1724 ms 78.0% triton_mm_2875 0.1738 ms 77.4% triton_mm_2872 0.1802 ms 74.7% triton_mm_2876 0.1883 ms 71.5% triton_mm_2874 0.1959 ms 68.7% SingleProcess AUTOTUNE benchmarking takes 2.4676 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_2964 0.0257 ms 100.0% triton_mm_2961 0.0262 ms 98.0% triton_mm_2967 0.0267 ms 96.2% triton_mm_2966 0.0269 ms 95.5% triton_mm_2963 0.0274 ms 93.6% triton_mm_2968 0.0274 ms 93.6% triton_mm_2970 0.0275 ms 93.3% triton_mm_2969 0.0281 ms 91.3% triton_mm_2965 0.0282 ms 90.9% triton_mm_2960 0.0283 ms 90.8% SingleProcess AUTOTUNE benchmarking takes 2.1352 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) triton_mm_2946 0.0405 ms 100.0% mm 0.0406 ms 99.9% triton_mm_2942 0.0426 ms 95.1% triton_mm_2950 0.0543 ms 74.6% triton_mm_2954 0.0680 ms 59.6% triton_mm_2941 0.0728 ms 55.7% triton_mm_2940 0.0782 ms 51.9% triton_mm_2945 0.0850 ms 47.7% triton_mm_2949 0.0861 ms 47.1% triton_mm_2939 0.0909 ms 44.6% SingleProcess AUTOTUNE benchmarking takes 2.1288 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5355 ms 100.0% triton_mm_2988 0.5426 ms 98.7% triton_mm_2989 0.5630 ms 95.1% triton_mm_2990 0.6059 ms 88.4% triton_mm_2983 0.6799 ms 78.8% triton_mm_2981 0.6859 ms 78.1% triton_mm_2985 0.6866 ms 78.0% triton_mm_2982 0.7214 ms 74.2% triton_mm_2986 0.7505 ms 71.4% triton_mm_2984 0.7787 ms 68.8% SingleProcess AUTOTUNE benchmarking takes 2.6002 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5242 ms 100.0% triton_mm_3045 0.5587 ms 93.8% triton_mm_3046 0.5815 ms 90.2% triton_mm_3047 0.6050 ms 86.7% triton_mm_3040 0.6649 ms 78.8% triton_mm_3038 0.6823 ms 76.8% triton_mm_3042 0.6858 ms 76.4% triton_mm_3041 0.7219 ms 72.6% triton_mm_3043 0.7441 ms 70.4% triton_mm_3039 0.7517 ms 69.7% SingleProcess AUTOTUNE benchmarking takes 2.6068 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1477 ms 100.0% triton_mm_3076 0.1713 ms 86.2% triton_mm_3080 0.1730 ms 85.4% triton_mm_3083 0.1752 ms 84.3% triton_mm_3078 0.1861 ms 79.4% triton_mm_3084 0.1890 ms 78.2% triton_mm_3079 0.1906 ms 77.5% triton_mm_3085 0.1933 ms 76.4% triton_mm_3081 0.2016 ms 73.3% triton_mm_3077 0.2038 ms 72.5% SingleProcess AUTOTUNE benchmarking takes 2.4735 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1345 ms 100.0% triton_mm_3064 0.1389 ms 96.8% triton_mm_3065 0.1447 ms 92.9% triton_mm_3066 0.1518 ms 88.6% triton_mm_3059 0.1697 ms 79.2% triton_mm_3057 0.1719 ms 78.2% triton_mm_3061 0.1734 ms 77.6% triton_mm_3058 0.1796 ms 74.9% triton_mm_3062 0.1879 ms 71.5% triton_mm_3060 0.1942 ms 69.2% SingleProcess AUTOTUNE benchmarking takes 2.4625 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_3150 0.0257 ms 100.0% triton_mm_3147 0.0262 ms 97.9% triton_mm_3149 0.0262 ms 97.9% triton_mm_3156 0.0263 ms 97.4% triton_mm_3153 0.0268 ms 95.6% triton_mm_3151 0.0270 ms 95.0% triton_mm_3152 0.0270 ms 94.9% triton_mm_3157 0.0281 ms 91.3% triton_mm_3148 0.0283 ms 90.7% triton_mm_3146 0.0285 ms 89.9% SingleProcess AUTOTUNE benchmarking takes 2.1414 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0408 ms 100.0% triton_mm_3132 0.0419 ms 97.3% triton_mm_3128 0.0426 ms 95.7% triton_mm_3136 0.0545 ms 74.9% triton_mm_3140 0.0680 ms 60.0% triton_mm_3127 0.0721 ms 56.5% triton_mm_3126 0.0790 ms 51.6% triton_mm_3131 0.0842 ms 48.4% triton_mm_3135 0.0870 ms 46.8% triton_mm_3125 0.0909 ms 44.8% SingleProcess AUTOTUNE benchmarking takes 2.1286 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5365 ms 100.0% triton_mm_3174 0.5416 ms 99.1% triton_mm_3175 0.5641 ms 95.1% triton_mm_3176 0.6056 ms 88.6% triton_mm_3167 0.6821 ms 78.7% triton_mm_3169 0.6821 ms 78.7% triton_mm_3171 0.6848 ms 78.3% triton_mm_3168 0.7192 ms 74.6% triton_mm_3172 0.7415 ms 72.4% triton_mm_3170 0.7760 ms 69.1% SingleProcess AUTOTUNE benchmarking takes 2.6020 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5285 ms 100.0% triton_mm_3231 0.5566 ms 95.0% triton_mm_3232 0.5800 ms 91.1% triton_mm_3233 0.6047 ms 87.4% triton_mm_3226 0.6680 ms 79.1% triton_mm_3224 0.6734 ms 78.5% triton_mm_3228 0.6828 ms 77.4% triton_mm_3227 0.7210 ms 73.3% triton_mm_3229 0.7369 ms 71.7% triton_mm_3225 0.7508 ms 70.4% SingleProcess AUTOTUNE benchmarking takes 2.6108 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) triton_mm_3262 0.1712 ms 100.0% triton_mm_3266 0.1724 ms 99.3% mm 0.1737 ms 98.6% triton_mm_3269 0.1751 ms 97.8% triton_mm_3264 0.1867 ms 91.7% triton_mm_3270 0.1890 ms 90.6% triton_mm_3265 0.1916 ms 89.3% triton_mm_3271 0.1933 ms 88.6% triton_mm_3267 0.2020 ms 84.7% triton_mm_3263 0.2037 ms 84.1% SingleProcess AUTOTUNE benchmarking takes 2.4668 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1341 ms 100.0% triton_mm_3250 0.1384 ms 96.9% triton_mm_3251 0.1444 ms 92.8% triton_mm_3252 0.1517 ms 88.4% triton_mm_3245 0.1693 ms 79.2% triton_mm_3243 0.1719 ms 78.0% triton_mm_3247 0.1731 ms 77.4% triton_mm_3244 0.1794 ms 74.7% triton_mm_3248 0.1877 ms 71.4% triton_mm_3246 0.1939 ms 69.2% SingleProcess AUTOTUNE benchmarking takes 2.4704 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_3339 0.0254 ms 100.0% triton_mm_3336 0.0256 ms 99.3% triton_mm_3338 0.0257 ms 99.1% triton_mm_3335 0.0262 ms 97.1% triton_mm_3337 0.0270 ms 94.2% triton_mm_3332 0.0273 ms 93.2% triton_mm_3333 0.0276 ms 92.2% triton_mm_3342 0.0277 ms 91.9% triton_mm_3341 0.0281 ms 90.5% triton_mm_3343 0.0281 ms 90.5% SingleProcess AUTOTUNE benchmarking takes 2.1614 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) triton_mm_3318 0.0405 ms 100.0% mm 0.0408 ms 99.3% triton_mm_3314 0.0424 ms 95.6% triton_mm_3322 0.0531 ms 76.3% triton_mm_3326 0.0693 ms 58.4% triton_mm_3313 0.0720 ms 56.2% triton_mm_3312 0.0790 ms 51.3% triton_mm_3317 0.0842 ms 48.1% triton_mm_3321 0.0860 ms 47.1% triton_mm_3311 0.0918 ms 44.1% SingleProcess AUTOTUNE benchmarking takes 2.1514 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5279 ms 100.0% triton_mm_3417 0.5562 ms 94.9% triton_mm_3418 0.5784 ms 91.3% triton_mm_3419 0.6019 ms 87.7% triton_mm_3412 0.6718 ms 78.6% triton_mm_3410 0.6794 ms 77.7% triton_mm_3414 0.6854 ms 77.0% triton_mm_3413 0.7200 ms 73.3% triton_mm_3415 0.7362 ms 71.7% triton_mm_3411 0.7465 ms 70.7% SingleProcess AUTOTUNE benchmarking takes 2.6070 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1465 ms 100.0% triton_mm_3452 0.1714 ms 85.5% triton_mm_3448 0.1715 ms 85.4% triton_mm_3455 0.1758 ms 83.3% triton_mm_3450 0.1865 ms 78.6% triton_mm_3456 0.1889 ms 77.6% triton_mm_3451 0.1905 ms 76.9% triton_mm_3457 0.1932 ms 75.8% triton_mm_3453 0.1999 ms 73.3% triton_mm_3449 0.2036 ms 71.9% SingleProcess AUTOTUNE benchmarking takes 2.4949 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1343 ms 100.0% triton_mm_3436 0.1380 ms 97.3% triton_mm_3437 0.1441 ms 93.2% triton_mm_3438 0.1515 ms 88.6% triton_mm_3431 0.1702 ms 78.9% triton_mm_3429 0.1713 ms 78.4% triton_mm_3433 0.1736 ms 77.4% triton_mm_3430 0.1807 ms 74.3% triton_mm_3434 0.1870 ms 71.8% triton_mm_3432 0.1931 ms 69.5% SingleProcess AUTOTUNE benchmarking takes 2.4831 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) triton_mm_3504 0.0405 ms 100.0% mm 0.0408 ms 99.5% triton_mm_3500 0.0428 ms 94.8% triton_mm_3508 0.0543 ms 74.6% triton_mm_3512 0.0692 ms 58.6% triton_mm_3499 0.0720 ms 56.3% triton_mm_3498 0.0789 ms 51.4% triton_mm_3503 0.0842 ms 48.2% triton_mm_3507 0.0869 ms 46.6% triton_mm_3497 0.0909 ms 44.6% SingleProcess AUTOTUNE benchmarking takes 2.1505 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0408 ms 100.0% triton_mm_3690 0.0420 ms 97.3% triton_mm_3686 0.0427 ms 95.7% triton_mm_3694 0.0545 ms 74.9% triton_mm_3698 0.0680 ms 60.1% triton_mm_3685 0.0730 ms 56.0% triton_mm_3684 0.0781 ms 52.3% triton_mm_3689 0.0851 ms 48.0% triton_mm_3693 0.0870 ms 46.9% triton_mm_3683 0.0919 ms 44.4% SingleProcess AUTOTUNE benchmarking takes 2.1373 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x768, 768x2048) triton_mm_5778 0.1000 ms 100.0% triton_mm_5779 0.1043 ms 95.9% mm 0.1048 ms 95.4% triton_mm_5775 0.1196 ms 83.6% triton_mm_5773 0.1202 ms 83.2% triton_mm_5771 0.1204 ms 83.1% triton_mm_5780 0.1285 ms 77.8% triton_mm_5772 0.1305 ms 76.6% triton_mm_5776 0.1338 ms 74.8% triton_mm_5774 0.1572 ms 63.6% SingleProcess AUTOTUNE benchmarking takes 10.6107 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x2048, 2048x2048) mm 0.2352 ms 100.0% triton_mm_5816 0.2357 ms 99.8% triton_mm_5817 0.2456 ms 95.8% triton_mm_5818 0.2597 ms 90.6% triton_mm_5809 0.2950 ms 79.7% triton_mm_5811 0.2978 ms 79.0% triton_mm_5813 0.2993 ms 78.6% triton_mm_5812 0.3198 ms 73.5% triton_mm_5810 0.3272 ms 71.9% triton_mm_5814 0.3328 ms 70.7% SingleProcess AUTOTUNE benchmarking takes 10.3172 seconds and 0.0000 seconds precompiling AUTOTUNE mm(2048x6864, 6864x2048) mm 0.2405 ms 100.0% triton_mm_5835 0.2818 ms 85.3% triton_mm_5836 0.2879 ms 83.6% triton_mm_5837 0.2953 ms 81.4% triton_mm_5832 0.3147 ms 76.4% triton_mm_5828 0.3161 ms 76.1% triton_mm_5831 0.3238 ms 74.3% triton_mm_5830 0.3241 ms 74.2% triton_mm_5833 0.3309 ms 72.7% triton_mm_5829 0.3369 ms 71.4% SingleProcess AUTOTUNE benchmarking takes 9.9704 seconds and 0.0000 seconds precompiling AUTOTUNE mm(2048x6864, 6864x1536) mm 0.1765 ms 100.0% triton_mm_5873 0.1874 ms 94.2% triton_mm_5874 0.1922 ms 91.8% triton_mm_5875 0.1981 ms 89.1% triton_mm_5869 0.2515 ms 70.2% triton_mm_5871 0.2604 ms 67.8% triton_mm_5867 0.2664 ms 66.3% triton_mm_5868 0.2700 ms 65.4% triton_mm_5870 0.2727 ms 64.7% triton_mm_5866 0.2752 ms 64.1% SingleProcess AUTOTUNE benchmarking takes 10.0652 seconds and 0.0000 seconds precompiling AUTOTUNE mm(768x6864, 6864x2048) mm 0.0956 ms 100.0% triton_mm_5799 0.1025 ms 93.3% triton_mm_5798 0.1096 ms 87.3% triton_mm_5792 0.1197 ms 79.9% triton_mm_5790 0.1232 ms 77.6% triton_mm_5797 0.1235 ms 77.4% triton_mm_5794 0.1255 ms 76.2% triton_mm_5793 0.1290 ms 74.1% triton_mm_5795 0.1344 ms 71.2% triton_mm_5791 0.1346 ms 71.0% SingleProcess AUTOTUNE benchmarking takes 9.8671 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x2048, 2048x1536) mm 0.1749 ms 100.0% triton_mm_5854 0.1799 ms 97.2% triton_mm_5855 0.1868 ms 93.6% triton_mm_5856 0.1966 ms 89.0% triton_mm_5849 0.2199 ms 79.5% triton_mm_5847 0.2253 ms 77.6% triton_mm_5851 0.2254 ms 77.6% triton_mm_5850 0.2439 ms 71.7% triton_mm_5848 0.2476 ms 70.7% triton_mm_5852 0.2513 ms 69.6% SingleProcess AUTOTUNE benchmarking takes 10.3360 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6840, 6840x28) mm 0.0409 ms 100.0% triton_mm_7003 0.0492 ms 83.0% triton_mm_6996 0.0508 ms 80.4% triton_mm_6994 0.0601 ms 68.1% triton_mm_6995 0.0657 ms 62.2% triton_mm_7002 0.0711 ms 57.5% triton_mm_6999 0.0726 ms 56.3% triton_mm_6993 0.0735 ms 55.7% triton_mm_7008 0.0757 ms 54.0% triton_mm_7001 0.0818 ms 50.0% SingleProcess AUTOTUNE benchmarking takes 2.1082 seconds and 0.0947 seconds precompiling /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2198: UserWarning: Overwriting vit_tiny_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2207: UserWarning: Overwriting vit_tiny_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2216: UserWarning: Overwriting vit_small_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2225: UserWarning: Overwriting vit_small_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2234: UserWarning: Overwriting vit_small_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2243: UserWarning: Overwriting vit_small_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2252: UserWarning: Overwriting vit_small_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2261: UserWarning: Overwriting vit_base_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2271: UserWarning: Overwriting vit_base_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2281: UserWarning: Overwriting vit_base_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2291: UserWarning: Overwriting vit_base_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2301: UserWarning: Overwriting vit_base_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2311: UserWarning: Overwriting vit_large_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2320: UserWarning: Overwriting vit_large_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2330: UserWarning: Overwriting vit_large_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2340: UserWarning: Overwriting vit_large_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2350: UserWarning: Overwriting vit_large_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2359: UserWarning: Overwriting vit_huge_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2368: UserWarning: Overwriting vit_giant_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2377: UserWarning: Overwriting vit_gigantic_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2387: UserWarning: Overwriting vit_base_patch16_224_miil in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224_miil. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224_miil(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2398: UserWarning: Overwriting vit_medium_patch16_gap_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2410: UserWarning: Overwriting vit_medium_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2422: UserWarning: Overwriting vit_medium_patch16_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2434: UserWarning: Overwriting vit_betwixt_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2446: UserWarning: Overwriting vit_base_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2457: UserWarning: Overwriting vit_huge_patch14_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2468: UserWarning: Overwriting vit_huge_patch16_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch16_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch16_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2479: UserWarning: Overwriting vit_giant_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2491: UserWarning: Overwriting vit_xsmall_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_xsmall_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_xsmall_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2500: UserWarning: Overwriting vit_medium_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2510: UserWarning: Overwriting vit_medium_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2519: UserWarning: Overwriting vit_betwixt_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2529: UserWarning: Overwriting vit_base_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2540: UserWarning: Overwriting vit_base_patch32_clip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2551: UserWarning: Overwriting vit_base_patch32_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2562: UserWarning: Overwriting vit_base_patch32_clip_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2573: UserWarning: Overwriting vit_base_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2583: UserWarning: Overwriting vit_base_patch16_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2593: UserWarning: Overwriting vit_large_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2603: UserWarning: Overwriting vit_large_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2613: UserWarning: Overwriting vit_huge_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2623: UserWarning: Overwriting vit_huge_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2633: UserWarning: Overwriting vit_huge_patch14_clip_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2643: UserWarning: Overwriting vit_giant_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2656: UserWarning: Overwriting vit_gigantic_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2669: UserWarning: Overwriting vit_base_patch32_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2681: UserWarning: Overwriting vit_base_patch16_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2693: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2705: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2717: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2729: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2743: UserWarning: Overwriting vit_base_patch32_plus_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_plus_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_plus_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2753: UserWarning: Overwriting vit_base_patch16_plus_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_plus_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_plus_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2763: UserWarning: Overwriting vit_base_patch16_rpn_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_rpn_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_rpn_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2775: UserWarning: Overwriting vit_small_patch16_36x1_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_36x1_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_36x1_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2787: UserWarning: Overwriting vit_small_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2800: UserWarning: Overwriting vit_base_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2812: UserWarning: Overwriting eva_large_patch14_196 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_196. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_196(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2821: UserWarning: Overwriting eva_large_patch14_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2829: UserWarning: Overwriting flexivit_small in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_small. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_small(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2838: UserWarning: Overwriting flexivit_base in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_base. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_base(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2847: UserWarning: Overwriting flexivit_large in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_large. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_large(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2856: UserWarning: Overwriting vit_base_patch16_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2869: UserWarning: Overwriting vit_large_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2882: UserWarning: Overwriting vit_huge_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2895: UserWarning: Overwriting vit_small_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2905: UserWarning: Overwriting vit_base_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2915: UserWarning: Overwriting vit_large_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2925: UserWarning: Overwriting vit_giant_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2942: UserWarning: Overwriting vit_small_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2955: UserWarning: Overwriting vit_base_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2968: UserWarning: Overwriting vit_large_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2981: UserWarning: Overwriting vit_giant_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2998: UserWarning: Overwriting vit_base_patch16_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3008: UserWarning: Overwriting vit_base_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3018: UserWarning: Overwriting vit_base_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3028: UserWarning: Overwriting vit_base_patch16_siglip_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3038: UserWarning: Overwriting vit_large_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3048: UserWarning: Overwriting vit_large_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3058: UserWarning: Overwriting vit_so400m_patch14_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3068: UserWarning: Overwriting vit_so400m_patch14_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3078: UserWarning: Overwriting vit_base_patch16_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3089: UserWarning: Overwriting vit_base_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3100: UserWarning: Overwriting vit_base_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3111: UserWarning: Overwriting vit_base_patch16_siglip_gap_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3122: UserWarning: Overwriting vit_large_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3133: UserWarning: Overwriting vit_large_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3144: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3156: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3168: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3180: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_896 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_896. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_896(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3192: UserWarning: Overwriting vit_wee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_wee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_wee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3203: UserWarning: Overwriting vit_pwee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_pwee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_pwee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3214: UserWarning: Overwriting vit_little_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3225: UserWarning: Overwriting vit_little_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3236: UserWarning: Overwriting vit_medium_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3247: UserWarning: Overwriting vit_medium_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3258: UserWarning: Overwriting vit_mediumd_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_mediumd_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_mediumd_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3269: UserWarning: Overwriting vit_betwixt_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3280: UserWarning: Overwriting vit_betwixt_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3291: UserWarning: Overwriting vit_base_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3302: UserWarning: Overwriting vit_so150m_patch16_reg4_map_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_map_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_map_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3313: UserWarning: Overwriting vit_so150m_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/train.py:99: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature. checkpoint = torch.load(vae_ckpt, map_location="cpu") /home/user/VAR/utils/amp_sc.py:27: FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead. self.scaler = torch.cuda.amp.GradScaler(init_scale=2. ** 11, growth_interval=1000) if self.using_fp16_rather_bf16 else None # only fp16 needs a scaler /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(6840x28, 28x1536) triton_mm_8 0.0330 ms 100.0% triton_mm_6 0.0330 ms 99.9% triton_mm_9 0.0331 ms 99.6% triton_mm_7 0.0341 ms 96.7% triton_mm_11 0.0343 ms 96.2% triton_mm_12 0.0354 ms 93.2% triton_mm_15 0.0360 ms 91.6% triton_mm_4 0.0365 ms 90.3% triton_mm_16 0.0367 ms 89.9% triton_mm_14 0.0368 ms 89.7% SingleProcess AUTOTUNE benchmarking takes 2.1838 seconds and 0.0141 seconds precompiling AUTOTUNE addmm(24x9216, 24x1536, 1536x9216) triton_mm_28 0.0356 ms 100.0% triton_mm_29 0.0357 ms 99.5% triton_mm_33 0.0358 ms 99.2% triton_mm_24 0.0362 ms 98.3% bias_addmm 0.0369 ms 96.3% triton_mm_25 0.0372 ms 95.7% triton_mm_18 0.0374 ms 95.0% triton_mm_21 0.0377 ms 94.2% triton_mm_19 0.0421 ms 84.5% addmm 0.0423 ms 84.0% SingleProcess AUTOTUNE benchmarking takes 2.1711 seconds and 0.0009 seconds precompiling AUTOTUNE addmm(6864x4608, 6864x1536, 1536x4608) triton_mm_51 0.4328 ms 100.0% triton_mm_50 0.4366 ms 99.1% triton_mm_52 0.4867 ms 88.9% triton_mm_45 0.5152 ms 84.0% addmm 0.5319 ms 81.4% triton_mm_43 0.5431 ms 79.7% triton_mm_47 0.5486 ms 78.9% triton_mm_44 0.5994 ms 72.2% triton_mm_46 0.6073 ms 71.3% bias_addmm 0.6185 ms 70.0% SingleProcess AUTOTUNE benchmarking takes 2.8835 seconds and 0.0081 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x1536, 1536x1536) triton_mm_70 0.1448 ms 100.0% triton_mm_69 0.1466 ms 98.8% triton_mm_71 0.1598 ms 90.6% bias_addmm 0.1640 ms 88.3% addmm 0.1758 ms 82.4% triton_mm_64 0.1765 ms 82.1% triton_mm_66 0.1824 ms 79.4% triton_mm_62 0.1839 ms 78.8% triton_mm_63 0.2003 ms 72.3% triton_mm_67 0.2044 ms 70.8% SingleProcess AUTOTUNE benchmarking takes 2.5730 seconds and 0.0009 seconds precompiling AUTOTUNE addmm(6864x6144, 6864x1536, 1536x6144) triton_mm_89 0.5755 ms 100.0% triton_mm_88 0.5817 ms 98.9% triton_mm_90 0.6433 ms 89.5% triton_mm_83 0.6979 ms 82.5% addmm 0.7062 ms 81.5% triton_mm_85 0.7264 ms 79.2% triton_mm_81 0.7364 ms 78.1% triton_mm_82 0.8102 ms 71.0% triton_mm_86 0.8110 ms 71.0% bias_addmm 0.8164 ms 70.5% SingleProcess AUTOTUNE benchmarking takes 2.7283 seconds and 1.8221 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_108 0.5344 ms 100.0% triton_mm_107 0.5529 ms 96.7% addmm 0.5686 ms 94.0% triton_mm_109 0.5719 ms 93.5% bias_addmm 0.6094 ms 87.7% triton_mm_102 0.6812 ms 78.5% triton_mm_104 0.6891 ms 77.6% triton_mm_100 0.6910 ms 77.3% triton_mm_103 0.7092 ms 75.4% triton_mm_105 0.7737 ms 69.1% SingleProcess AUTOTUNE benchmarking takes 2.7354 seconds and 0.1864 seconds precompiling AUTOTUNE addmm(24x9216, 24x1536, 1536x9216) triton_mm_121 0.0356 ms 100.0% triton_mm_126 0.0356 ms 99.9% triton_mm_122 0.0356 ms 99.8% triton_mm_118 0.0363 ms 98.1% triton_mm_117 0.0365 ms 97.4% triton_mm_111 0.0375 ms 95.0% triton_mm_114 0.0377 ms 94.4% bias_addmm 0.0383 ms 92.9% triton_mm_112 0.0413 ms 86.1% addmm 0.0423 ms 84.1% SingleProcess AUTOTUNE benchmarking takes 2.1787 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_201 0.5308 ms 100.0% triton_mm_200 0.5530 ms 96.0% triton_mm_202 0.5672 ms 93.6% addmm 0.6046 ms 87.8% bias_addmm 0.6099 ms 87.0% triton_mm_195 0.6735 ms 78.8% triton_mm_193 0.7006 ms 75.8% triton_mm_197 0.7091 ms 74.9% triton_mm_196 0.7115 ms 74.6% triton_mm_198 0.7827 ms 67.8% SingleProcess AUTOTUNE benchmarking takes 2.7214 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(24x9216, 24x1536, 1536x9216) triton_mm_215 0.0356 ms 100.0% triton_mm_219 0.0356 ms 100.0% triton_mm_214 0.0367 ms 96.9% triton_mm_210 0.0368 ms 96.5% triton_mm_207 0.0369 ms 96.4% triton_mm_211 0.0371 ms 95.8% triton_mm_204 0.0377 ms 94.4% bias_addmm 0.0398 ms 89.2% triton_mm_205 0.0413 ms 86.0% triton_mm_206 0.0417 ms 85.2% SingleProcess AUTOTUNE benchmarking takes 2.1819 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x2048, 6864x1536, 1536x2048) triton_mm_592 0.1871 ms 100.0% triton_mm_591 0.1874 ms 99.8% triton_mm_593 0.2073 ms 90.3% triton_mm_586 0.2256 ms 82.9% triton_mm_588 0.2345 ms 79.8% triton_mm_584 0.2353 ms 79.5% bias_addmm 0.2419 ms 77.3% triton_mm_585 0.2588 ms 72.3% triton_mm_589 0.2629 ms 71.2% triton_mm_587 0.2707 ms 69.1% SingleProcess AUTOTUNE benchmarking takes 2.5995 seconds and 0.0049 seconds precompiling AUTOTUNE addmm(6864x2048, 6864x2048, 2048x2048) triton_mm_610 0.2427 ms 100.0% triton_mm_611 0.2429 ms 99.9% bias_addmm 0.2643 ms 91.8% triton_mm_612 0.2673 ms 90.8% triton_mm_605 0.2994 ms 81.1% addmm 0.2995 ms 81.0% triton_mm_603 0.3028 ms 80.2% triton_mm_607 0.3058 ms 79.4% triton_mm_606 0.3294 ms 73.7% triton_mm_608 0.3468 ms 70.0% SingleProcess AUTOTUNE benchmarking takes 2.6423 seconds and 0.0011 seconds precompiling AUTOTUNE mm(6864x2048, 2048x768) mm 0.0920 ms 100.0% triton_mm_630 0.0934 ms 98.5% triton_mm_631 0.0991 ms 92.8% triton_mm_629 0.0997 ms 92.3% triton_mm_626 0.1134 ms 81.1% triton_mm_624 0.1136 ms 81.0% triton_mm_622 0.1166 ms 78.9% triton_mm_625 0.1272 ms 72.3% triton_mm_627 0.1328 ms 69.3% triton_mm_623 0.1342 ms 68.6% SingleProcess AUTOTUNE benchmarking takes 2.4305 seconds and 0.0010 seconds precompiling AUTOTUNE mm(24x1536, 1536x3072) triton_mm_2314 0.0165 ms 100.0% triton_mm_2318 0.0173 ms 95.4% triton_mm_2310 0.0175 ms 94.2% triton_mm_2322 0.0191 ms 86.4% mm 0.0208 ms 79.5% triton_mm_2313 0.0220 ms 74.9% triton_mm_2309 0.0221 ms 74.6% triton_mm_2307 0.0226 ms 73.2% triton_mm_2308 0.0227 ms 72.9% triton_mm_2317 0.0229 ms 72.2% SingleProcess AUTOTUNE benchmarking takes 7.4418 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x32768, 6864x1536, 1536x32768) triton_mm_2340 3.0581 ms 100.0% bias_addmm 3.0849 ms 99.1% triton_mm_2339 3.0980 ms 98.7% triton_mm_2341 3.3856 ms 90.3% triton_mm_2334 3.6970 ms 82.7% addmm 3.7376 ms 81.8% triton_mm_2336 3.8317 ms 79.8% triton_mm_2332 3.9440 ms 77.5% triton_mm_2335 4.2645 ms 71.7% triton_mm_2337 4.2889 ms 71.3% SingleProcess AUTOTUNE benchmarking takes 12.3863 seconds and 0.0000 seconds precompiling /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(32768x6864, 6864x1536) triton_mm_2377 2.7681 ms 100.0% triton_mm_2378 2.8620 ms 96.7% mm 2.9122 ms 95.1% triton_mm_2379 3.0023 ms 92.2% triton_mm_2370 3.6431 ms 76.0% triton_mm_2372 3.6457 ms 75.9% triton_mm_2374 3.7282 ms 74.2% triton_mm_2373 3.8104 ms 72.6% triton_mm_2375 3.8898 ms 71.2% triton_mm_2371 3.9220 ms 70.6% SingleProcess AUTOTUNE benchmarking takes 10.0019 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5303 ms 100.0% triton_mm_2449 0.5565 ms 95.3% triton_mm_2450 0.5741 ms 92.4% triton_mm_2451 0.5964 ms 88.9% triton_mm_2444 0.6680 ms 79.4% triton_mm_2446 0.6793 ms 78.1% triton_mm_2442 0.6813 ms 77.8% triton_mm_2445 0.7102 ms 74.7% triton_mm_2447 0.7305 ms 72.6% triton_mm_2443 0.7464 ms 71.0% SingleProcess AUTOTUNE benchmarking takes 9.7970 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3072x24, 24x1536) triton_mm_2402 0.0146 ms 100.0% triton_mm_2406 0.0147 ms 99.8% triton_mm_2408 0.0147 ms 99.8% triton_mm_2409 0.0149 ms 98.3% triton_mm_2403 0.0150 ms 97.8% triton_mm_2405 0.0150 ms 97.8% triton_mm_2407 0.0157 ms 93.4% triton_mm_2401 0.0158 ms 92.5% triton_mm_2410 0.0159 ms 92.0% triton_mm_2404 0.0159 ms 91.8% SingleProcess AUTOTUNE benchmarking takes 5.7615 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x3072, 3072x1536) triton_mm_2384 0.0195 ms 100.0% triton_mm_2388 0.0209 ms 93.3% mm 0.0216 ms 90.2% triton_mm_2392 0.0245 ms 79.5% triton_mm_2396 0.0296 ms 65.9% triton_mm_2383 0.0302 ms 64.7% triton_mm_2382 0.0312 ms 62.6% triton_mm_2387 0.0335 ms 58.3% triton_mm_2391 0.0339 ms 57.6% triton_mm_2381 0.0347 ms 56.3% SingleProcess AUTOTUNE benchmarking takes 7.1346 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x32768, 32768x1536) mm 2.6380 ms 100.0% triton_mm_2358 2.8448 ms 92.7% triton_mm_2359 2.8601 ms 92.2% triton_mm_2360 2.9496 ms 89.4% triton_mm_2354 3.7505 ms 70.3% triton_mm_2351 3.8170 ms 69.1% triton_mm_2353 3.9198 ms 67.3% triton_mm_2352 3.9902 ms 66.1% triton_mm_2356 4.0662 ms 64.9% triton_mm_2355 4.0899 ms 64.5% SingleProcess AUTOTUNE benchmarking takes 3.1045 seconds and 0.0009 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5418 ms 100.0% triton_mm_2430 0.5497 ms 98.6% triton_mm_2431 0.5723 ms 94.7% triton_mm_2432 0.6092 ms 88.9% triton_mm_2425 0.6851 ms 79.1% triton_mm_2423 0.6869 ms 78.9% triton_mm_2427 0.6899 ms 78.5% triton_mm_2424 0.7200 ms 75.3% triton_mm_2428 0.7487 ms 72.4% triton_mm_2426 0.7776 ms 69.7% SingleProcess AUTOTUNE benchmarking takes 2.5957 seconds and 0.0010 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4995 ms 100.0% triton_mm_2468 0.5224 ms 95.6% triton_mm_2469 0.5322 ms 93.9% triton_mm_2470 0.6102 ms 81.9% triton_mm_2463 0.6530 ms 76.5% triton_mm_2461 0.6538 ms 76.4% triton_mm_2465 0.6646 ms 75.2% triton_mm_2464 0.6857 ms 72.8% triton_mm_2462 0.7251 ms 68.9% triton_mm_2466 0.7453 ms 67.0% SingleProcess AUTOTUNE benchmarking takes 9.7131 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5266 ms 100.0% triton_mm_2487 0.5549 ms 94.9% triton_mm_2488 0.5722 ms 92.0% triton_mm_2489 0.5980 ms 88.1% triton_mm_2482 0.6655 ms 79.1% triton_mm_2480 0.6738 ms 78.2% triton_mm_2484 0.6764 ms 77.8% triton_mm_2483 0.7149 ms 73.7% triton_mm_2485 0.7305 ms 72.1% triton_mm_2481 0.7469 ms 70.5% SingleProcess AUTOTUNE benchmarking takes 10.0587 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x4608, 4608x1536) mm 0.3732 ms 100.0% triton_mm_2544 0.3918 ms 95.3% triton_mm_2545 0.4009 ms 93.1% triton_mm_2546 0.4162 ms 89.7% triton_mm_2539 0.4892 ms 76.3% triton_mm_2537 0.4945 ms 75.5% triton_mm_2541 0.5005 ms 74.6% triton_mm_2540 0.5132 ms 72.7% triton_mm_2538 0.5462 ms 68.3% triton_mm_2542 0.5550 ms 67.2% SingleProcess AUTOTUNE benchmarking takes 9.8566 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x6864, 6864x1536) mm 0.3623 ms 100.0% triton_mm_2563 0.3816 ms 94.9% triton_mm_2564 0.3916 ms 92.5% triton_mm_2565 0.4072 ms 89.0% triton_mm_2558 0.4987 ms 72.6% triton_mm_2556 0.5031 ms 72.0% triton_mm_2560 0.5067 ms 71.5% triton_mm_2561 0.5329 ms 68.0% triton_mm_2559 0.5349 ms 67.7% triton_mm_2557 0.5409 ms 67.0% SingleProcess AUTOTUNE benchmarking takes 10.0685 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1463 ms 100.0% triton_mm_2518 0.1695 ms 86.3% triton_mm_2522 0.1708 ms 85.7% triton_mm_2525 0.1742 ms 84.0% triton_mm_2526 0.1874 ms 78.1% triton_mm_2521 0.1886 ms 77.6% triton_mm_2527 0.1922 ms 76.1% triton_mm_2523 0.1986 ms 73.7% triton_mm_2519 0.2010 ms 72.8% triton_mm_2520 0.2064 ms 70.9% SingleProcess AUTOTUNE benchmarking takes 9.8586 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1328 ms 100.0% triton_mm_2506 0.1348 ms 98.5% triton_mm_2507 0.1412 ms 94.1% triton_mm_2508 0.1504 ms 88.3% triton_mm_2501 0.1671 ms 79.5% triton_mm_2499 0.1687 ms 78.7% triton_mm_2500 0.1781 ms 74.6% triton_mm_2503 0.1811 ms 73.3% triton_mm_2504 0.1895 ms 70.1% triton_mm_2497 0.2304 ms 57.7% SingleProcess AUTOTUNE benchmarking takes 10.6522 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_2589 0.0260 ms 100.0% triton_mm_2595 0.0263 ms 98.9% triton_mm_2592 0.0265 ms 97.9% triton_mm_2594 0.0266 ms 97.8% triton_mm_2598 0.0270 ms 96.3% triton_mm_2591 0.0271 ms 96.0% triton_mm_2588 0.0272 ms 95.4% triton_mm_2596 0.0272 ms 95.4% triton_mm_2599 0.0278 ms 93.5% triton_mm_2593 0.0279 ms 93.3% SingleProcess AUTOTUNE benchmarking takes 5.9060 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5338 ms 100.0% triton_mm_2635 0.5604 ms 95.2% triton_mm_2636 0.5799 ms 92.0% triton_mm_2637 0.6038 ms 88.4% triton_mm_2630 0.6862 ms 77.8% triton_mm_2628 0.6903 ms 77.3% triton_mm_2632 0.6925 ms 77.1% triton_mm_2631 0.7190 ms 74.2% triton_mm_2633 0.7339 ms 72.7% triton_mm_2629 0.7505 ms 71.1% SingleProcess AUTOTUNE benchmarking takes 2.6009 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0400 ms 100.0% triton_mm_2574 0.0403 ms 99.3% triton_mm_2570 0.0425 ms 94.2% triton_mm_2578 0.0529 ms 75.7% triton_mm_2582 0.0691 ms 58.0% triton_mm_2569 0.0727 ms 55.0% triton_mm_2568 0.0780 ms 51.4% triton_mm_2573 0.0849 ms 47.2% triton_mm_2577 0.0862 ms 46.5% triton_mm_2567 0.0914 ms 43.8% SingleProcess AUTOTUNE benchmarking takes 2.1275 seconds and 0.0007 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4935 ms 100.0% triton_mm_2654 0.5281 ms 93.4% triton_mm_2655 0.5401 ms 91.4% triton_mm_2656 0.5613 ms 87.9% triton_mm_2647 0.6618 ms 74.6% triton_mm_2649 0.6621 ms 74.5% triton_mm_2651 0.6698 ms 73.7% triton_mm_2650 0.6980 ms 70.7% triton_mm_2648 0.7425 ms 66.5% triton_mm_2652 0.7562 ms 65.3% SingleProcess AUTOTUNE benchmarking takes 2.6033 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1464 ms 100.0% triton_mm_2704 0.1718 ms 85.2% triton_mm_2708 0.1719 ms 85.1% triton_mm_2711 0.1755 ms 83.4% triton_mm_2712 0.1879 ms 77.9% triton_mm_2707 0.1913 ms 76.5% triton_mm_2713 0.1921 ms 76.2% triton_mm_2709 0.2001 ms 73.1% triton_mm_2705 0.2025 ms 72.3% triton_mm_2706 0.2088 ms 70.1% SingleProcess AUTOTUNE benchmarking takes 2.4643 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1340 ms 100.0% triton_mm_2692 0.1373 ms 97.6% triton_mm_2693 0.1436 ms 93.3% triton_mm_2694 0.1513 ms 88.6% triton_mm_2687 0.1704 ms 78.6% triton_mm_2685 0.1707 ms 78.5% triton_mm_2689 0.1735 ms 77.2% triton_mm_2686 0.1804 ms 74.3% triton_mm_2690 0.1869 ms 71.7% triton_mm_2688 0.1943 ms 69.0% SingleProcess AUTOTUNE benchmarking takes 2.4567 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_2781 0.0250 ms 100.0% triton_mm_2778 0.0254 ms 98.5% triton_mm_2780 0.0265 ms 94.3% triton_mm_2779 0.0267 ms 93.7% triton_mm_2784 0.0270 ms 92.7% triton_mm_2777 0.0270 ms 92.5% triton_mm_2775 0.0271 ms 92.4% triton_mm_2782 0.0272 ms 92.0% triton_mm_2783 0.0277 ms 90.2% triton_mm_2785 0.0277 ms 90.2% SingleProcess AUTOTUNE benchmarking takes 2.1233 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5325 ms 100.0% triton_mm_2821 0.5632 ms 94.6% triton_mm_2822 0.5817 ms 91.5% triton_mm_2823 0.6055 ms 87.9% triton_mm_2816 0.6744 ms 79.0% triton_mm_2814 0.6882 ms 77.4% triton_mm_2818 0.6940 ms 76.7% triton_mm_2817 0.7203 ms 73.9% triton_mm_2819 0.7358 ms 72.4% triton_mm_2815 0.7523 ms 70.8% SingleProcess AUTOTUNE benchmarking takes 2.6022 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0399 ms 100.0% triton_mm_2760 0.0414 ms 96.2% triton_mm_2756 0.0425 ms 93.8% triton_mm_2764 0.0529 ms 75.4% triton_mm_2768 0.0688 ms 57.9% triton_mm_2755 0.0725 ms 55.0% triton_mm_2754 0.0779 ms 51.2% triton_mm_2759 0.0849 ms 46.9% triton_mm_2763 0.0862 ms 46.2% triton_mm_2753 0.0905 ms 44.1% SingleProcess AUTOTUNE benchmarking takes 2.1232 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4970 ms 100.0% triton_mm_2840 0.5328 ms 93.3% triton_mm_2841 0.5420 ms 91.7% triton_mm_2842 0.5621 ms 88.4% triton_mm_2835 0.6637 ms 74.9% triton_mm_2833 0.6767 ms 73.4% triton_mm_2837 0.6769 ms 73.4% triton_mm_2836 0.7038 ms 70.6% triton_mm_2834 0.7335 ms 67.8% triton_mm_2838 0.7561 ms 65.7% SingleProcess AUTOTUNE benchmarking takes 2.5960 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1338 ms 100.0% triton_mm_2878 0.1370 ms 97.7% triton_mm_2879 0.1425 ms 93.8% triton_mm_2880 0.1505 ms 88.9% triton_mm_2873 0.1705 ms 78.4% triton_mm_2871 0.1711 ms 78.2% triton_mm_2875 0.1738 ms 77.0% triton_mm_2872 0.1810 ms 73.9% triton_mm_2876 0.1875 ms 71.3% triton_mm_2874 0.1955 ms 68.4% SingleProcess AUTOTUNE benchmarking takes 2.4645 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0399 ms 100.0% triton_mm_2946 0.0417 ms 95.6% triton_mm_2942 0.0423 ms 94.2% triton_mm_2950 0.0542 ms 73.6% triton_mm_2954 0.0690 ms 57.8% triton_mm_2941 0.0727 ms 54.8% triton_mm_2940 0.0780 ms 51.1% triton_mm_2945 0.0841 ms 47.4% triton_mm_2949 0.0870 ms 45.8% triton_mm_2939 0.0916 ms 43.6% SingleProcess AUTOTUNE benchmarking takes 2.1221 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4950 ms 100.0% triton_mm_3026 0.5273 ms 93.9% triton_mm_3027 0.5411 ms 91.5% triton_mm_3028 0.5629 ms 87.9% triton_mm_3021 0.6645 ms 74.5% triton_mm_3023 0.6711 ms 73.8% triton_mm_3019 0.6764 ms 73.2% triton_mm_3022 0.7044 ms 70.3% triton_mm_3020 0.7335 ms 67.5% triton_mm_3024 0.7545 ms 65.6% SingleProcess AUTOTUNE benchmarking takes 2.6036 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1465 ms 100.0% triton_mm_3076 0.1719 ms 85.3% triton_mm_3080 0.1730 ms 84.7% triton_mm_3083 0.1748 ms 83.9% triton_mm_3084 0.1889 ms 77.6% triton_mm_3079 0.1906 ms 76.9% triton_mm_3085 0.1932 ms 75.9% triton_mm_3081 0.2016 ms 72.7% triton_mm_3077 0.2027 ms 72.3% triton_mm_3078 0.2088 ms 70.2% SingleProcess AUTOTUNE benchmarking takes 2.4706 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1339 ms 100.0% triton_mm_3064 0.1365 ms 98.0% triton_mm_3065 0.1425 ms 93.9% triton_mm_3066 0.1511 ms 88.6% triton_mm_3059 0.1694 ms 79.0% triton_mm_3057 0.1717 ms 78.0% triton_mm_3061 0.1730 ms 77.4% triton_mm_3058 0.1799 ms 74.4% triton_mm_3062 0.1880 ms 71.2% triton_mm_3060 0.1946 ms 68.8% SingleProcess AUTOTUNE benchmarking takes 2.4666 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0416 ms 100.0% triton_mm_3132 0.0417 ms 99.8% triton_mm_3128 0.0426 ms 97.8% triton_mm_3136 0.0542 ms 76.9% triton_mm_3140 0.0677 ms 61.5% triton_mm_3127 0.0719 ms 57.9% triton_mm_3126 0.0788 ms 52.8% triton_mm_3131 0.0849 ms 49.0% triton_mm_3135 0.0870 ms 47.9% triton_mm_3125 0.0906 ms 46.0% SingleProcess AUTOTUNE benchmarking takes 2.1211 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4936 ms 100.0% triton_mm_3212 0.5289 ms 93.3% triton_mm_3213 0.5392 ms 91.5% triton_mm_3214 0.5620 ms 87.8% triton_mm_3205 0.6622 ms 74.5% triton_mm_3207 0.6637 ms 74.4% triton_mm_3209 0.6733 ms 73.3% triton_mm_3208 0.7029 ms 70.2% triton_mm_3206 0.7410 ms 66.6% triton_mm_3210 0.7551 ms 65.4% SingleProcess AUTOTUNE benchmarking takes 2.6012 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1458 ms 100.0% triton_mm_3262 0.1718 ms 84.9% triton_mm_3266 0.1724 ms 84.5% triton_mm_3269 0.1755 ms 83.0% triton_mm_3270 0.1880 ms 77.5% triton_mm_3265 0.1916 ms 76.1% triton_mm_3271 0.1922 ms 75.9% triton_mm_3267 0.2004 ms 72.7% triton_mm_3263 0.2042 ms 71.4% triton_mm_3264 0.2100 ms 69.4% SingleProcess AUTOTUNE benchmarking takes 2.4765 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0399 ms 100.0% triton_mm_3318 0.0416 ms 95.9% triton_mm_3314 0.0424 ms 94.0% triton_mm_3322 0.0542 ms 73.7% triton_mm_3326 0.0677 ms 58.9% triton_mm_3313 0.0719 ms 55.5% triton_mm_3312 0.0788 ms 50.6% triton_mm_3317 0.0841 ms 47.5% triton_mm_3321 0.0871 ms 45.8% triton_mm_3311 0.0907 ms 44.0% SingleProcess AUTOTUNE benchmarking takes 2.1421 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4942 ms 100.0% triton_mm_3398 0.5296 ms 93.3% triton_mm_3399 0.5412 ms 91.3% triton_mm_3400 0.5622 ms 87.9% triton_mm_3393 0.6621 ms 74.6% triton_mm_3391 0.6700 ms 73.8% triton_mm_3395 0.6711 ms 73.6% triton_mm_3394 0.7028 ms 70.3% triton_mm_3392 0.7421 ms 66.6% triton_mm_3396 0.7545 ms 65.5% SingleProcess AUTOTUNE benchmarking takes 2.6143 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1467 ms 100.0% triton_mm_3448 0.1717 ms 85.4% triton_mm_3452 0.1721 ms 85.2% triton_mm_3455 0.1757 ms 83.5% triton_mm_3456 0.1880 ms 78.0% triton_mm_3451 0.1918 ms 76.5% triton_mm_3457 0.1922 ms 76.3% triton_mm_3453 0.2003 ms 73.2% triton_mm_3449 0.2040 ms 71.9% triton_mm_3450 0.2088 ms 70.2% SingleProcess AUTOTUNE benchmarking takes 2.4887 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1342 ms 100.0% triton_mm_3436 0.1377 ms 97.5% triton_mm_3437 0.1437 ms 93.3% triton_mm_3438 0.1513 ms 88.7% triton_mm_3431 0.1703 ms 78.8% triton_mm_3429 0.1708 ms 78.6% triton_mm_3433 0.1740 ms 77.1% triton_mm_3430 0.1803 ms 74.4% triton_mm_3434 0.1875 ms 71.6% triton_mm_3432 0.1940 ms 69.2% SingleProcess AUTOTUNE benchmarking takes 2.4771 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0398 ms 100.0% triton_mm_3504 0.0416 ms 95.6% triton_mm_3500 0.0423 ms 94.0% triton_mm_3508 0.0529 ms 75.2% triton_mm_3512 0.0677 ms 58.7% triton_mm_3499 0.0727 ms 54.7% triton_mm_3498 0.0780 ms 51.0% triton_mm_3503 0.0849 ms 46.9% triton_mm_3507 0.0861 ms 46.2% triton_mm_3497 0.0916 ms 43.4% SingleProcess AUTOTUNE benchmarking takes 2.1420 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4964 ms 100.0% triton_mm_3584 0.5302 ms 93.6% triton_mm_3585 0.5430 ms 91.4% triton_mm_3586 0.5664 ms 87.6% triton_mm_3579 0.6689 ms 74.2% triton_mm_3581 0.6724 ms 73.8% triton_mm_3577 0.6761 ms 73.4% triton_mm_3580 0.7036 ms 70.6% triton_mm_3578 0.7411 ms 67.0% triton_mm_3582 0.7556 ms 65.7% SingleProcess AUTOTUNE benchmarking takes 2.6085 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1466 ms 100.0% triton_mm_3634 0.1720 ms 85.2% triton_mm_3638 0.1726 ms 84.9% triton_mm_3641 0.1756 ms 83.5% triton_mm_3642 0.1881 ms 77.9% triton_mm_3637 0.1915 ms 76.5% triton_mm_3643 0.1922 ms 76.3% triton_mm_3639 0.2007 ms 73.0% triton_mm_3635 0.2028 ms 72.3% triton_mm_3636 0.2090 ms 70.1% SingleProcess AUTOTUNE benchmarking takes 2.4873 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1334 ms 100.0% triton_mm_3622 0.1366 ms 97.6% triton_mm_3623 0.1429 ms 93.3% triton_mm_3624 0.1515 ms 88.0% triton_mm_3617 0.1700 ms 78.4% triton_mm_3615 0.1714 ms 77.8% triton_mm_3619 0.1736 ms 76.8% triton_mm_3616 0.1803 ms 74.0% triton_mm_3620 0.1874 ms 71.2% triton_mm_3618 0.1938 ms 68.8% SingleProcess AUTOTUNE benchmarking takes 2.4745 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4954 ms 100.0% triton_mm_3770 0.5292 ms 93.6% triton_mm_3771 0.5399 ms 91.7% triton_mm_3772 0.5622 ms 88.1% triton_mm_3765 0.6630 ms 74.7% triton_mm_3763 0.6763 ms 73.3% triton_mm_3767 0.6836 ms 72.5% triton_mm_3766 0.7042 ms 70.3% triton_mm_3764 0.7417 ms 66.8% triton_mm_3768 0.7558 ms 65.5% SingleProcess AUTOTUNE benchmarking takes 2.6062 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1460 ms 100.0% triton_mm_3820 0.1721 ms 84.8% triton_mm_3824 0.1729 ms 84.5% triton_mm_3827 0.1748 ms 83.5% triton_mm_3828 0.1889 ms 77.3% triton_mm_3823 0.1904 ms 76.7% triton_mm_3829 0.1931 ms 75.6% triton_mm_3825 0.2009 ms 72.7% triton_mm_3821 0.2029 ms 72.0% triton_mm_3822 0.2087 ms 70.0% SingleProcess AUTOTUNE benchmarking takes 2.4721 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1346 ms 100.0% triton_mm_3808 0.1373 ms 98.0% triton_mm_3809 0.1435 ms 93.8% triton_mm_3810 0.1521 ms 88.5% triton_mm_3803 0.1701 ms 79.1% triton_mm_3801 0.1707 ms 78.8% triton_mm_3805 0.1737 ms 77.5% triton_mm_3802 0.1804 ms 74.6% triton_mm_3806 0.1872 ms 71.9% triton_mm_3804 0.1939 ms 69.4% SingleProcess AUTOTUNE benchmarking takes 2.4655 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1329 ms 100.0% triton_mm_3994 0.1363 ms 97.5% triton_mm_3995 0.1426 ms 93.2% triton_mm_3996 0.1521 ms 87.4% triton_mm_3989 0.1693 ms 78.5% triton_mm_3987 0.1714 ms 77.5% triton_mm_3991 0.1730 ms 76.8% triton_mm_3988 0.1796 ms 74.0% triton_mm_3992 0.1879 ms 70.7% triton_mm_3990 0.1947 ms 68.3% SingleProcess AUTOTUNE benchmarking takes 2.4741 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x768, 768x2048) triton_mm_5778 0.0990 ms 100.0% mm 0.1003 ms 98.7% triton_mm_5779 0.1028 ms 96.2% triton_mm_5771 0.1180 ms 83.9% triton_mm_5775 0.1180 ms 83.9% triton_mm_5773 0.1182 ms 83.7% triton_mm_5772 0.1276 ms 77.5% triton_mm_5780 0.1280 ms 77.3% triton_mm_5776 0.1330 ms 74.4% triton_mm_5774 0.1557 ms 63.5% SingleProcess AUTOTUNE benchmarking takes 10.6341 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x2048, 2048x2048) mm 0.2349 ms 100.0% triton_mm_5816 0.2351 ms 99.9% triton_mm_5817 0.2447 ms 96.0% triton_mm_5818 0.2588 ms 90.8% triton_mm_5809 0.2968 ms 79.2% triton_mm_5811 0.2974 ms 79.0% triton_mm_5813 0.2996 ms 78.4% triton_mm_5812 0.3204 ms 73.3% triton_mm_5810 0.3277 ms 71.7% triton_mm_5814 0.3350 ms 70.1% SingleProcess AUTOTUNE benchmarking takes 10.7082 seconds and 0.0000 seconds precompiling AUTOTUNE mm(2048x6864, 6864x2048) mm 0.2406 ms 100.0% triton_mm_5835 0.2804 ms 85.8% triton_mm_5836 0.2880 ms 83.5% triton_mm_5837 0.2943 ms 81.7% triton_mm_5828 0.3124 ms 77.0% triton_mm_5832 0.3139 ms 76.6% triton_mm_5830 0.3235 ms 74.4% triton_mm_5831 0.3238 ms 74.3% triton_mm_5833 0.3285 ms 73.2% triton_mm_5829 0.3340 ms 72.0% SingleProcess AUTOTUNE benchmarking takes 10.0047 seconds and 0.0000 seconds precompiling AUTOTUNE mm(2048x6864, 6864x1536) mm 0.1773 ms 100.0% triton_mm_5873 0.1831 ms 96.8% triton_mm_5874 0.1899 ms 93.4% triton_mm_5875 0.1965 ms 90.3% triton_mm_5869 0.2495 ms 71.1% triton_mm_5871 0.2581 ms 68.7% triton_mm_5867 0.2634 ms 67.3% triton_mm_5868 0.2655 ms 66.8% triton_mm_5870 0.2699 ms 65.7% triton_mm_5866 0.2719 ms 65.2% SingleProcess AUTOTUNE benchmarking takes 10.0673 seconds and 0.0000 seconds precompiling AUTOTUNE mm(768x6864, 6864x2048) mm 0.0940 ms 100.0% triton_mm_5799 0.0999 ms 94.1% triton_mm_5798 0.1088 ms 86.5% triton_mm_5792 0.1156 ms 81.3% triton_mm_5797 0.1217 ms 77.3% triton_mm_5790 0.1219 ms 77.2% triton_mm_5794 0.1242 ms 75.7% triton_mm_5793 0.1267 ms 74.2% triton_mm_5795 0.1308 ms 71.9% triton_mm_5791 0.1340 ms 70.2% SingleProcess AUTOTUNE benchmarking takes 9.8769 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x2048, 2048x1536) mm 0.1715 ms 100.0% triton_mm_5854 0.1782 ms 96.2% triton_mm_5855 0.1832 ms 93.6% triton_mm_5856 0.1934 ms 88.7% triton_mm_5849 0.2186 ms 78.5% triton_mm_5851 0.2217 ms 77.3% triton_mm_5847 0.2220 ms 77.2% triton_mm_5850 0.2404 ms 71.3% triton_mm_5848 0.2437 ms 70.4% triton_mm_5852 0.2503 ms 68.5% SingleProcess AUTOTUNE benchmarking takes 10.3843 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6840, 6840x28) mm 0.0398 ms 100.0% triton_mm_7003 0.0483 ms 82.4% triton_mm_6996 0.0487 ms 81.7% triton_mm_6994 0.0580 ms 68.5% triton_mm_6995 0.0652 ms 61.0% triton_mm_7002 0.0704 ms 56.5% triton_mm_6999 0.0732 ms 54.4% triton_mm_6993 0.0732 ms 54.3% triton_mm_7008 0.0748 ms 53.2% triton_mm_7001 0.0801 ms 49.7% SingleProcess AUTOTUNE benchmarking takes 2.0894 seconds and 0.1466 seconds precompiling /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(6840x28, 28x1536) triton_mm_7 0.0332 ms 100.0% triton_mm_6 0.0333 ms 99.7% triton_mm_9 0.0334 ms 99.3% triton_mm_12 0.0343 ms 96.7% triton_mm_8 0.0347 ms 95.8% triton_mm_11 0.0347 ms 95.8% triton_mm_15 0.0362 ms 91.6% triton_mm_4 0.0364 ms 91.0% triton_mm_3 0.0367 ms 90.4% triton_mm_2 0.0369 ms 89.9% SingleProcess AUTOTUNE benchmarking takes 2.1000 seconds and 0.0131 seconds precompiling AUTOTUNE addmm(24x9216, 24x1536, 1536x9216) triton_mm_29 0.0352 ms 100.0% triton_mm_33 0.0360 ms 97.7% triton_mm_25 0.0365 ms 96.2% bias_addmm 0.0369 ms 95.2% triton_mm_21 0.0370 ms 95.2% triton_mm_28 0.0370 ms 95.2% triton_mm_24 0.0377 ms 93.4% triton_mm_18 0.0382 ms 92.1% triton_mm_19 0.0424 ms 82.9% triton_mm_20 0.0428 ms 82.1% SingleProcess AUTOTUNE benchmarking takes 2.2170 seconds and 0.0008 seconds precompiling AUTOTUNE addmm(6864x4608, 6864x1536, 1536x4608) triton_mm_51 0.4320 ms 100.0% triton_mm_50 0.4350 ms 99.3% triton_mm_52 0.4796 ms 90.1% triton_mm_45 0.5098 ms 84.7% addmm 0.5297 ms 81.5% triton_mm_43 0.5387 ms 80.2% triton_mm_47 0.5410 ms 79.8% triton_mm_44 0.5937 ms 72.8% triton_mm_46 0.6029 ms 71.6% triton_mm_48 0.6064 ms 71.2% SingleProcess AUTOTUNE benchmarking takes 2.7219 seconds and 0.0233 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x1536, 1536x1536) triton_mm_70 0.1452 ms 100.0% triton_mm_69 0.1463 ms 99.3% triton_mm_71 0.1604 ms 90.6% bias_addmm 0.1648 ms 88.2% triton_mm_64 0.1761 ms 82.5% addmm 0.1769 ms 82.1% triton_mm_66 0.1825 ms 79.6% triton_mm_62 0.1833 ms 79.2% triton_mm_63 0.1989 ms 73.0% triton_mm_67 0.2034 ms 71.4% SingleProcess AUTOTUNE benchmarking takes 2.5817 seconds and 0.0009 seconds precompiling AUTOTUNE addmm(6864x6144, 6864x1536, 1536x6144) triton_mm_89 0.5728 ms 100.0% triton_mm_88 0.5781 ms 99.1% triton_mm_90 0.6332 ms 90.5% triton_mm_83 0.6910 ms 82.9% addmm 0.6985 ms 82.0% triton_mm_85 0.7192 ms 79.6% triton_mm_81 0.7285 ms 78.6% triton_mm_82 0.8033 ms 71.3% triton_mm_84 0.8105 ms 70.7% triton_mm_86 0.8131 ms 70.4% SingleProcess AUTOTUNE benchmarking takes 2.7243 seconds and 0.6628 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_108 0.5292 ms 100.0% triton_mm_107 0.5507 ms 96.1% triton_mm_109 0.5661 ms 93.5% addmm 0.6027 ms 87.8% bias_addmm 0.6087 ms 86.9% triton_mm_102 0.6619 ms 80.0% triton_mm_100 0.6862 ms 77.1% triton_mm_104 0.6969 ms 75.9% triton_mm_103 0.6988 ms 75.7% triton_mm_105 0.7706 ms 68.7% SingleProcess AUTOTUNE benchmarking takes 2.7310 seconds and 0.2389 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_201 0.5310 ms 100.0% triton_mm_200 0.5492 ms 96.7% triton_mm_202 0.5661 ms 93.8% addmm 0.6024 ms 88.2% bias_addmm 0.6087 ms 87.2% triton_mm_195 0.6610 ms 80.3% triton_mm_193 0.6844 ms 77.6% triton_mm_197 0.6896 ms 77.0% triton_mm_196 0.6916 ms 76.8% triton_mm_198 0.7714 ms 68.8% SingleProcess AUTOTUNE benchmarking takes 2.7296 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x2048, 6864x1536, 1536x2048) triton_mm_592 0.1887 ms 100.0% triton_mm_591 0.1891 ms 99.8% triton_mm_593 0.2104 ms 89.7% triton_mm_586 0.2260 ms 83.5% triton_mm_584 0.2363 ms 79.9% triton_mm_588 0.2371 ms 79.6% bias_addmm 0.2418 ms 78.1% triton_mm_585 0.2575 ms 73.3% triton_mm_589 0.2638 ms 71.5% triton_mm_587 0.2681 ms 70.4% SingleProcess AUTOTUNE benchmarking takes 2.5387 seconds and 0.0146 seconds precompiling AUTOTUNE addmm(6864x2048, 6864x2048, 2048x2048) triton_mm_611 0.2443 ms 100.0% triton_mm_610 0.2453 ms 99.6% bias_addmm 0.2660 ms 91.9% triton_mm_612 0.2677 ms 91.3% triton_mm_605 0.2972 ms 82.2% addmm 0.3021 ms 80.9% triton_mm_607 0.3056 ms 79.9% triton_mm_603 0.3065 ms 79.7% triton_mm_606 0.3302 ms 74.0% triton_mm_608 0.3493 ms 69.9% SingleProcess AUTOTUNE benchmarking takes 2.6415 seconds and 0.0010 seconds precompiling AUTOTUNE mm(6864x2048, 2048x768) mm 0.0928 ms 100.0% triton_mm_630 0.0959 ms 96.8% triton_mm_629 0.1011 ms 91.8% triton_mm_631 0.1018 ms 91.1% triton_mm_624 0.1133 ms 81.9% triton_mm_626 0.1162 ms 79.9% triton_mm_622 0.1172 ms 79.2% triton_mm_625 0.1276 ms 72.7% triton_mm_623 0.1331 ms 69.7% triton_mm_627 0.1336 ms 69.4% SingleProcess AUTOTUNE benchmarking takes 2.4300 seconds and 0.0010 seconds precompiling AUTOTUNE mm(24x1536, 1536x3072) triton_mm_2310 0.0167 ms 100.0% triton_mm_2314 0.0183 ms 91.3% triton_mm_2318 0.0194 ms 86.3% mm 0.0199 ms 83.9% triton_mm_2322 0.0202 ms 82.7% triton_mm_2307 0.0218 ms 76.5% triton_mm_2309 0.0235 ms 71.1% triton_mm_2313 0.0235 ms 71.1% triton_mm_2308 0.0239 ms 69.8% triton_mm_2317 0.0268 ms 62.4% SingleProcess AUTOTUNE benchmarking takes 7.5140 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x32768, 6864x1536, 1536x32768) triton_mm_2340 3.0297 ms 100.0% bias_addmm 3.0388 ms 99.7% triton_mm_2339 3.0466 ms 99.4% triton_mm_2341 3.3526 ms 90.4% triton_mm_2334 3.6624 ms 82.7% addmm 3.7223 ms 81.4% triton_mm_2336 3.7950 ms 79.8% triton_mm_2332 3.8826 ms 78.0% triton_mm_2335 4.2254 ms 71.7% triton_mm_2337 4.2967 ms 70.5% SingleProcess AUTOTUNE benchmarking takes 12.2404 seconds and 0.0000 seconds precompiling /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(32768x6864, 6864x1536) triton_mm_2377 2.7758 ms 100.0% triton_mm_2378 2.8759 ms 96.5% mm 2.9235 ms 94.9% triton_mm_2379 3.0123 ms 92.1% triton_mm_2372 3.5804 ms 77.5% triton_mm_2370 3.6387 ms 76.3% triton_mm_2374 3.7148 ms 74.7% triton_mm_2373 3.7685 ms 73.7% triton_mm_2375 3.8826 ms 71.5% triton_mm_2371 3.9845 ms 69.7% SingleProcess AUTOTUNE benchmarking takes 10.0586 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5328 ms 100.0% triton_mm_2449 0.5596 ms 95.2% triton_mm_2450 0.5772 ms 92.3% triton_mm_2451 0.5998 ms 88.8% triton_mm_2444 0.6713 ms 79.4% triton_mm_2446 0.6799 ms 78.4% triton_mm_2442 0.6856 ms 77.7% triton_mm_2445 0.7133 ms 74.7% triton_mm_2447 0.7265 ms 73.3% triton_mm_2443 0.7448 ms 71.5% SingleProcess AUTOTUNE benchmarking takes 9.9179 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3072x24, 24x1536) triton_mm_2403 0.0142 ms 100.0% triton_mm_2405 0.0142 ms 100.0% triton_mm_2402 0.0147 ms 97.2% triton_mm_2408 0.0148 ms 96.3% triton_mm_2407 0.0150 ms 94.9% triton_mm_2409 0.0151 ms 94.1% triton_mm_2404 0.0156 ms 91.6% triton_mm_2410 0.0157 ms 90.4% triton_mm_2406 0.0160 ms 89.2% triton_mm_2401 0.0161 ms 88.6% SingleProcess AUTOTUNE benchmarking takes 5.9180 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x3072, 3072x1536) triton_mm_2384 0.0204 ms 100.0% mm 0.0228 ms 89.6% triton_mm_2388 0.0229 ms 89.1% triton_mm_2392 0.0245 ms 83.1% triton_mm_2383 0.0296 ms 68.8% triton_mm_2396 0.0300 ms 68.1% triton_mm_2382 0.0321 ms 63.5% triton_mm_2387 0.0335 ms 60.8% triton_mm_2391 0.0347 ms 58.7% triton_mm_2381 0.0351 ms 58.1% SingleProcess AUTOTUNE benchmarking takes 7.2504 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x32768, 32768x1536) mm 2.6275 ms 100.0% triton_mm_2359 2.8094 ms 93.5% triton_mm_2358 2.8156 ms 93.3% triton_mm_2360 2.9254 ms 89.8% triton_mm_2354 3.6730 ms 71.5% triton_mm_2351 3.7450 ms 70.2% triton_mm_2353 3.8232 ms 68.7% triton_mm_2352 3.9583 ms 66.4% triton_mm_2356 4.0326 ms 65.2% triton_mm_2355 4.0793 ms 64.4% SingleProcess AUTOTUNE benchmarking takes 10.3470 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) triton_mm_2430 0.5408 ms 100.0% mm 0.5430 ms 99.6% triton_mm_2431 0.5604 ms 96.5% triton_mm_2432 0.6055 ms 89.3% triton_mm_2425 0.6680 ms 81.0% triton_mm_2423 0.6800 ms 79.5% triton_mm_2427 0.6836 ms 79.1% triton_mm_2424 0.7197 ms 75.1% triton_mm_2428 0.7402 ms 73.1% triton_mm_2426 0.7677 ms 70.4% SingleProcess AUTOTUNE benchmarking takes 2.5976 seconds and 0.0009 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4940 ms 100.0% triton_mm_2468 0.5226 ms 94.5% triton_mm_2469 0.5340 ms 92.5% triton_mm_2470 0.5528 ms 89.4% triton_mm_2461 0.6542 ms 75.5% triton_mm_2463 0.6544 ms 75.5% triton_mm_2465 0.6644 ms 74.3% triton_mm_2464 0.6909 ms 71.5% triton_mm_2462 0.7261 ms 68.0% triton_mm_2466 0.7418 ms 66.6% SingleProcess AUTOTUNE benchmarking takes 9.9076 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5217 ms 100.0% triton_mm_2487 0.5585 ms 93.4% triton_mm_2488 0.5753 ms 90.7% triton_mm_2489 0.6006 ms 86.9% triton_mm_2482 0.6627 ms 78.7% triton_mm_2480 0.6742 ms 77.4% triton_mm_2484 0.6805 ms 76.7% triton_mm_2483 0.7133 ms 73.1% triton_mm_2485 0.7300 ms 71.5% triton_mm_2481 0.7439 ms 70.1% SingleProcess AUTOTUNE benchmarking takes 9.9411 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x4608, 4608x1536) triton_mm_2544 0.3930 ms 100.0% triton_mm_2545 0.4051 ms 97.0% triton_mm_2546 0.4190 ms 93.8% mm 0.4211 ms 93.3% triton_mm_2539 0.4916 ms 80.0% triton_mm_2537 0.4948 ms 79.4% triton_mm_2541 0.5079 ms 77.4% triton_mm_2540 0.5163 ms 76.1% triton_mm_2538 0.5455 ms 72.0% triton_mm_2542 0.5605 ms 70.1% SingleProcess AUTOTUNE benchmarking takes 2.5718 seconds and 0.0064 seconds precompiling AUTOTUNE mm(4608x6864, 6864x1536) mm 0.3643 ms 100.0% triton_mm_2563 0.3843 ms 94.8% triton_mm_2564 0.3934 ms 92.6% triton_mm_2565 0.4101 ms 88.8% triton_mm_2558 0.4986 ms 73.1% triton_mm_2556 0.5041 ms 72.3% triton_mm_2560 0.5126 ms 71.1% triton_mm_2561 0.5377 ms 67.8% triton_mm_2559 0.5380 ms 67.7% triton_mm_2557 0.5428 ms 67.1% SingleProcess AUTOTUNE benchmarking takes 2.5708 seconds and 0.0010 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1476 ms 100.0% triton_mm_2518 0.1710 ms 86.3% triton_mm_2522 0.1727 ms 85.5% triton_mm_2525 0.1756 ms 84.0% triton_mm_2520 0.1861 ms 79.3% triton_mm_2526 0.1890 ms 78.1% triton_mm_2521 0.1898 ms 77.8% triton_mm_2527 0.1941 ms 76.0% triton_mm_2523 0.2001 ms 73.7% triton_mm_2519 0.2014 ms 73.3% SingleProcess AUTOTUNE benchmarking takes 9.7135 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1355 ms 100.0% triton_mm_2506 0.1380 ms 98.2% triton_mm_2507 0.1429 ms 94.8% triton_mm_2508 0.1511 ms 89.7% triton_mm_2501 0.1694 ms 80.0% triton_mm_2499 0.1704 ms 79.5% triton_mm_2503 0.1729 ms 78.3% triton_mm_2500 0.1784 ms 75.9% triton_mm_2504 0.1858 ms 72.9% triton_mm_2502 0.1930 ms 70.2% SingleProcess AUTOTUNE benchmarking takes 10.5075 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_2595 0.0254 ms 100.0% triton_mm_2592 0.0256 ms 99.3% triton_mm_2593 0.0269 ms 94.3% triton_mm_2594 0.0270 ms 94.1% triton_mm_2596 0.0274 ms 92.6% triton_mm_2589 0.0275 ms 92.4% triton_mm_2591 0.0275 ms 92.4% triton_mm_2598 0.0276 ms 91.9% triton_mm_2599 0.0281 ms 90.4% triton_mm_2590 0.0282 ms 90.0% SingleProcess AUTOTUNE benchmarking takes 5.8037 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5318 ms 100.0% triton_mm_2635 0.5596 ms 95.0% triton_mm_2636 0.5781 ms 92.0% triton_mm_2637 0.6002 ms 88.6% triton_mm_2630 0.6748 ms 78.8% triton_mm_2628 0.6863 ms 77.5% triton_mm_2632 0.6870 ms 77.4% triton_mm_2631 0.7140 ms 74.5% triton_mm_2633 0.7297 ms 72.9% triton_mm_2629 0.7471 ms 71.2% SingleProcess AUTOTUNE benchmarking takes 2.6014 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0403 ms 100.0% triton_mm_2574 0.0417 ms 96.6% triton_mm_2570 0.0426 ms 94.4% triton_mm_2578 0.0530 ms 75.9% triton_mm_2582 0.0679 ms 59.3% triton_mm_2569 0.0730 ms 55.2% triton_mm_2568 0.0792 ms 50.8% triton_mm_2573 0.0851 ms 47.3% triton_mm_2577 0.0863 ms 46.7% triton_mm_2567 0.0912 ms 44.1% SingleProcess AUTOTUNE benchmarking takes 6.5331 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4938 ms 100.0% triton_mm_2654 0.5241 ms 94.2% triton_mm_2655 0.5340 ms 92.5% triton_mm_2656 0.5545 ms 89.0% triton_mm_2647 0.6578 ms 75.1% triton_mm_2649 0.6585 ms 75.0% triton_mm_2651 0.6640 ms 74.4% triton_mm_2650 0.6967 ms 70.9% triton_mm_2648 0.7288 ms 67.8% triton_mm_2652 0.7422 ms 66.5% SingleProcess AUTOTUNE benchmarking takes 2.5988 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5244 ms 100.0% triton_mm_2673 0.5567 ms 94.2% triton_mm_2674 0.5772 ms 90.9% triton_mm_2675 0.6029 ms 87.0% triton_mm_2668 0.6632 ms 79.1% triton_mm_2666 0.6779 ms 77.4% triton_mm_2670 0.6811 ms 77.0% triton_mm_2669 0.7136 ms 73.5% triton_mm_2671 0.7321 ms 71.6% triton_mm_2667 0.7456 ms 70.3% SingleProcess AUTOTUNE benchmarking takes 2.5926 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x4608, 4608x1536) mm 0.3708 ms 100.0% triton_mm_2730 0.3950 ms 93.9% triton_mm_2731 0.4061 ms 91.3% triton_mm_2732 0.4187 ms 88.5% triton_mm_2725 0.4914 ms 75.4% triton_mm_2723 0.4973 ms 74.6% triton_mm_2727 0.5085 ms 72.9% triton_mm_2726 0.5175 ms 71.6% triton_mm_2724 0.5452 ms 68.0% triton_mm_2728 0.5584 ms 66.4% SingleProcess AUTOTUNE benchmarking takes 2.5722 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x6864, 6864x1536) mm 0.3629 ms 100.0% triton_mm_2749 0.3851 ms 94.2% triton_mm_2750 0.3947 ms 91.9% triton_mm_2751 0.4111 ms 88.3% triton_mm_2744 0.5006 ms 72.5% triton_mm_2742 0.5051 ms 71.9% triton_mm_2746 0.5139 ms 70.6% triton_mm_2747 0.5399 ms 67.2% triton_mm_2745 0.5400 ms 67.2% triton_mm_2743 0.5463 ms 66.4% SingleProcess AUTOTUNE benchmarking takes 2.5702 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1493 ms 100.0% triton_mm_2704 0.1707 ms 87.4% triton_mm_2708 0.1725 ms 86.5% triton_mm_2711 0.1766 ms 84.5% triton_mm_2706 0.1871 ms 79.8% triton_mm_2712 0.1901 ms 78.5% triton_mm_2707 0.1913 ms 78.0% triton_mm_2713 0.1932 ms 77.2% triton_mm_2709 0.2009 ms 74.3% triton_mm_2705 0.2032 ms 73.5% SingleProcess AUTOTUNE benchmarking takes 2.4649 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1345 ms 100.0% triton_mm_2692 0.1380 ms 97.4% triton_mm_2693 0.1437 ms 93.6% triton_mm_2694 0.1531 ms 87.8% triton_mm_2687 0.1708 ms 78.7% triton_mm_2685 0.1713 ms 78.5% triton_mm_2689 0.1746 ms 77.0% triton_mm_2686 0.1804 ms 74.5% triton_mm_2690 0.1868 ms 72.0% triton_mm_2688 0.1933 ms 69.6% SingleProcess AUTOTUNE benchmarking takes 2.4715 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0402 ms 100.0% triton_mm_2760 0.0417 ms 96.4% triton_mm_2756 0.0423 ms 94.9% triton_mm_2764 0.0542 ms 74.1% triton_mm_2768 0.0679 ms 59.1% triton_mm_2755 0.0730 ms 55.0% triton_mm_2754 0.0782 ms 51.3% triton_mm_2759 0.0842 ms 47.7% triton_mm_2763 0.0870 ms 46.2% triton_mm_2753 0.0921 ms 43.6% SingleProcess AUTOTUNE benchmarking takes 2.1193 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4951 ms 100.0% triton_mm_2840 0.5253 ms 94.2% triton_mm_2841 0.5366 ms 92.3% triton_mm_2842 0.5587 ms 88.6% triton_mm_2833 0.6607 ms 74.9% triton_mm_2835 0.6686 ms 74.0% triton_mm_2837 0.6699 ms 73.9% triton_mm_2836 0.6964 ms 71.1% triton_mm_2834 0.7306 ms 67.8% triton_mm_2838 0.7484 ms 66.2% SingleProcess AUTOTUNE benchmarking takes 2.6063 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5260 ms 100.0% triton_mm_2859 0.5596 ms 94.0% triton_mm_2860 0.5782 ms 91.0% triton_mm_2861 0.6036 ms 87.1% triton_mm_2854 0.6684 ms 78.7% triton_mm_2852 0.6757 ms 77.8% triton_mm_2856 0.6841 ms 76.9% triton_mm_2855 0.7217 ms 72.9% triton_mm_2857 0.7375 ms 71.3% triton_mm_2853 0.7472 ms 70.4% SingleProcess AUTOTUNE benchmarking takes 2.5959 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x6864, 6864x1536) mm 0.3604 ms 100.0% triton_mm_2935 0.3848 ms 93.6% triton_mm_2936 0.3951 ms 91.2% triton_mm_2937 0.4127 ms 87.3% triton_mm_2930 0.5029 ms 71.7% triton_mm_2928 0.5064 ms 71.2% triton_mm_2932 0.5129 ms 70.3% triton_mm_2931 0.5394 ms 66.8% triton_mm_2933 0.5403 ms 66.7% triton_mm_2929 0.5472 ms 65.9% SingleProcess AUTOTUNE benchmarking takes 2.5621 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1481 ms 100.0% triton_mm_2890 0.1714 ms 86.4% triton_mm_2894 0.1735 ms 85.4% triton_mm_2897 0.1757 ms 84.3% triton_mm_2892 0.1878 ms 78.8% triton_mm_2898 0.1899 ms 78.0% triton_mm_2893 0.1907 ms 77.6% triton_mm_2899 0.1934 ms 76.6% triton_mm_2895 0.2011 ms 73.6% triton_mm_2891 0.2037 ms 72.7% SingleProcess AUTOTUNE benchmarking takes 2.4695 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1346 ms 100.0% triton_mm_2878 0.1388 ms 97.0% triton_mm_2879 0.1447 ms 93.0% triton_mm_2880 0.1522 ms 88.4% triton_mm_2873 0.1700 ms 79.2% triton_mm_2871 0.1725 ms 78.0% triton_mm_2875 0.1736 ms 77.5% triton_mm_2872 0.1800 ms 74.8% triton_mm_2876 0.1880 ms 71.6% triton_mm_2874 0.1939 ms 69.4% SingleProcess AUTOTUNE benchmarking takes 2.4572 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0401 ms 100.0% triton_mm_2946 0.0404 ms 99.3% triton_mm_2942 0.0424 ms 94.6% triton_mm_2950 0.0531 ms 75.6% triton_mm_2954 0.0692 ms 58.0% triton_mm_2941 0.0730 ms 55.0% triton_mm_2940 0.0782 ms 51.3% triton_mm_2945 0.0851 ms 47.1% triton_mm_2949 0.0862 ms 46.5% triton_mm_2939 0.0921 ms 43.6% SingleProcess AUTOTUNE benchmarking takes 2.1207 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4907 ms 100.0% triton_mm_3026 0.5278 ms 93.0% triton_mm_3027 0.5373 ms 91.3% triton_mm_3028 0.5584 ms 87.9% triton_mm_3019 0.6582 ms 74.6% triton_mm_3023 0.6658 ms 73.7% triton_mm_3021 0.6710 ms 73.1% triton_mm_3022 0.6956 ms 70.5% triton_mm_3020 0.7360 ms 66.7% triton_mm_3024 0.7428 ms 66.1% SingleProcess AUTOTUNE benchmarking takes 2.6033 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5267 ms 100.0% triton_mm_3045 0.5601 ms 94.0% triton_mm_3046 0.5788 ms 91.0% triton_mm_3047 0.6057 ms 87.0% triton_mm_3040 0.6658 ms 79.1% triton_mm_3038 0.6798 ms 77.5% triton_mm_3042 0.6852 ms 76.9% triton_mm_3041 0.7190 ms 73.3% triton_mm_3043 0.7391 ms 71.3% triton_mm_3039 0.7468 ms 70.5% SingleProcess AUTOTUNE benchmarking takes 2.5964 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1341 ms 100.0% triton_mm_3064 0.1381 ms 97.1% triton_mm_3065 0.1438 ms 93.3% triton_mm_3066 0.1531 ms 87.6% triton_mm_3059 0.1707 ms 78.6% triton_mm_3057 0.1717 ms 78.1% triton_mm_3061 0.1742 ms 77.0% triton_mm_3058 0.1808 ms 74.2% triton_mm_3062 0.1871 ms 71.7% triton_mm_3060 0.1932 ms 69.4% SingleProcess AUTOTUNE benchmarking takes 2.4648 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0401 ms 100.0% triton_mm_3132 0.0417 ms 96.2% triton_mm_3128 0.0422 ms 94.8% triton_mm_3136 0.0542 ms 73.9% triton_mm_3140 0.0679 ms 59.0% triton_mm_3127 0.0729 ms 55.0% triton_mm_3126 0.0782 ms 51.2% triton_mm_3131 0.0851 ms 47.1% triton_mm_3135 0.0870 ms 46.0% triton_mm_3125 0.0920 ms 43.5% SingleProcess AUTOTUNE benchmarking takes 2.1292 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4952 ms 100.0% triton_mm_3212 0.5261 ms 94.1% triton_mm_3213 0.5388 ms 91.9% triton_mm_3214 0.5586 ms 88.6% triton_mm_3205 0.6570 ms 75.4% triton_mm_3207 0.6608 ms 74.9% triton_mm_3209 0.6686 ms 74.1% triton_mm_3208 0.6944 ms 71.3% triton_mm_3206 0.7345 ms 67.4% triton_mm_3210 0.7489 ms 66.1% SingleProcess AUTOTUNE benchmarking takes 2.6153 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5268 ms 100.0% triton_mm_3231 0.5592 ms 94.2% triton_mm_3232 0.5800 ms 90.8% triton_mm_3233 0.6050 ms 87.1% triton_mm_3226 0.6642 ms 79.3% triton_mm_3224 0.6793 ms 77.6% triton_mm_3228 0.6801 ms 77.5% triton_mm_3227 0.7215 ms 73.0% triton_mm_3229 0.7381 ms 71.4% triton_mm_3225 0.7479 ms 70.4% SingleProcess AUTOTUNE benchmarking takes 2.6056 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1350 ms 100.0% triton_mm_3250 0.1378 ms 97.9% triton_mm_3251 0.1434 ms 94.1% triton_mm_3252 0.1525 ms 88.5% triton_mm_3245 0.1701 ms 79.4% triton_mm_3243 0.1711 ms 78.9% triton_mm_3247 0.1739 ms 77.6% triton_mm_3244 0.1800 ms 75.0% triton_mm_3248 0.1867 ms 72.3% triton_mm_3246 0.1931 ms 69.9% SingleProcess AUTOTUNE benchmarking takes 2.4698 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0402 ms 100.0% triton_mm_3318 0.0418 ms 96.2% triton_mm_3314 0.0426 ms 94.4% triton_mm_3322 0.0543 ms 74.0% triton_mm_3326 0.0679 ms 59.2% triton_mm_3313 0.0731 ms 55.0% triton_mm_3312 0.0791 ms 50.8% triton_mm_3317 0.0843 ms 47.7% triton_mm_3321 0.0871 ms 46.2% triton_mm_3311 0.0912 ms 44.1% SingleProcess AUTOTUNE benchmarking takes 2.1445 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5281 ms 100.0% triton_mm_3417 0.5592 ms 94.4% triton_mm_3418 0.5792 ms 91.2% triton_mm_3419 0.6028 ms 87.6% triton_mm_3412 0.6644 ms 79.5% triton_mm_3410 0.6806 ms 77.6% triton_mm_3414 0.6827 ms 77.4% triton_mm_3413 0.7194 ms 73.4% triton_mm_3415 0.7332 ms 72.0% triton_mm_3411 0.7517 ms 70.3% SingleProcess AUTOTUNE benchmarking takes 2.6068 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1348 ms 100.0% triton_mm_3436 0.1387 ms 97.2% triton_mm_3437 0.1442 ms 93.5% triton_mm_3438 0.1519 ms 88.8% triton_mm_3431 0.1692 ms 79.7% triton_mm_3429 0.1712 ms 78.8% triton_mm_3433 0.1729 ms 78.0% triton_mm_3430 0.1789 ms 75.4% triton_mm_3434 0.1873 ms 72.0% triton_mm_3432 0.1939 ms 69.6% SingleProcess AUTOTUNE benchmarking takes 2.4709 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5273 ms 100.0% triton_mm_3603 0.5592 ms 94.3% triton_mm_3604 0.5774 ms 91.3% triton_mm_3605 0.6018 ms 87.6% triton_mm_3598 0.6648 ms 79.3% triton_mm_3596 0.6785 ms 77.7% triton_mm_3600 0.6831 ms 77.2% triton_mm_3599 0.7180 ms 73.5% triton_mm_3601 0.7377 ms 71.5% triton_mm_3597 0.7523 ms 70.1% SingleProcess AUTOTUNE benchmarking takes 2.6064 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1340 ms 100.0% triton_mm_3622 0.1377 ms 97.4% triton_mm_3623 0.1432 ms 93.6% triton_mm_3624 0.1524 ms 88.0% triton_mm_3617 0.1688 ms 79.4% triton_mm_3615 0.1714 ms 78.2% triton_mm_3619 0.1726 ms 77.6% triton_mm_3616 0.1788 ms 75.0% triton_mm_3620 0.1870 ms 71.7% triton_mm_3618 0.1937 ms 69.2% SingleProcess AUTOTUNE benchmarking takes 2.4733 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5259 ms 100.0% triton_mm_3789 0.5574 ms 94.3% triton_mm_3790 0.5768 ms 91.2% triton_mm_3791 0.6022 ms 87.3% triton_mm_3784 0.6615 ms 79.5% triton_mm_3786 0.6776 ms 77.6% triton_mm_3782 0.6812 ms 77.2% triton_mm_3785 0.7144 ms 73.6% triton_mm_3787 0.7338 ms 71.7% triton_mm_3783 0.7414 ms 70.9% SingleProcess AUTOTUNE benchmarking takes 2.6050 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1340 ms 100.0% triton_mm_3808 0.1384 ms 96.9% triton_mm_3809 0.1441 ms 93.0% triton_mm_3810 0.1518 ms 88.3% triton_mm_3803 0.1690 ms 79.3% triton_mm_3801 0.1702 ms 78.7% triton_mm_3805 0.1726 ms 77.6% triton_mm_3802 0.1786 ms 75.0% triton_mm_3806 0.1870 ms 71.7% triton_mm_3804 0.1940 ms 69.1% SingleProcess AUTOTUNE benchmarking takes 2.4690 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5271 ms 100.0% triton_mm_3975 0.5570 ms 94.6% triton_mm_3976 0.5759 ms 91.5% triton_mm_3977 0.6013 ms 87.7% triton_mm_3970 0.6613 ms 79.7% triton_mm_3972 0.6760 ms 78.0% triton_mm_3968 0.6777 ms 77.8% triton_mm_3971 0.7143 ms 73.8% triton_mm_3973 0.7336 ms 71.8% triton_mm_3969 0.7454 ms 70.7% SingleProcess AUTOTUNE benchmarking takes 2.6021 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x768, 768x2048) triton_mm_5778 0.0992 ms 100.0% triton_mm_5771 0.1184 ms 83.8% triton_mm_5773 0.1193 ms 83.2% mm 0.1206 ms 82.3% triton_mm_5779 0.1243 ms 79.9% triton_mm_5772 0.1297 ms 76.5% triton_mm_5776 0.1332 ms 74.5% triton_mm_5775 0.1430 ms 69.4% triton_mm_5780 0.1560 ms 63.6% triton_mm_5774 0.1560 ms 63.6% SingleProcess AUTOTUNE benchmarking takes 10.8997 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x2048, 2048x2048) mm 0.2344 ms 100.0% triton_mm_5816 0.2357 ms 99.5% triton_mm_5817 0.2438 ms 96.1% triton_mm_5818 0.2581 ms 90.8% triton_mm_5809 0.2942 ms 79.7% triton_mm_5811 0.2956 ms 79.3% triton_mm_5813 0.2987 ms 78.5% triton_mm_5812 0.3182 ms 73.7% triton_mm_5810 0.3233 ms 72.5% triton_mm_5814 0.3322 ms 70.5% SingleProcess AUTOTUNE benchmarking takes 10.5058 seconds and 0.0000 seconds precompiling AUTOTUNE mm(2048x6864, 6864x2048) mm 0.2423 ms 100.0% triton_mm_5835 0.2809 ms 86.3% triton_mm_5836 0.2878 ms 84.2% triton_mm_5828 0.3165 ms 76.5% triton_mm_5830 0.3255 ms 74.4% triton_mm_5833 0.3286 ms 73.7% triton_mm_5829 0.3351 ms 72.3% triton_mm_5837 0.3446 ms 70.3% triton_mm_5832 0.3647 ms 66.4% triton_mm_5831 0.3747 ms 64.7% SingleProcess AUTOTUNE benchmarking takes 9.9325 seconds and 0.0000 seconds precompiling AUTOTUNE mm(2048x6864, 6864x1536) mm 0.1770 ms 100.0% triton_mm_5873 0.1853 ms 95.5% triton_mm_5874 0.1902 ms 93.0% triton_mm_5875 0.1956 ms 90.5% triton_mm_5869 0.2494 ms 71.0% triton_mm_5871 0.2580 ms 68.6% triton_mm_5867 0.2624 ms 67.4% triton_mm_5868 0.2666 ms 66.4% triton_mm_5870 0.2712 ms 65.3% triton_mm_5866 0.2742 ms 64.5% SingleProcess AUTOTUNE benchmarking takes 9.9571 seconds and 0.0000 seconds precompiling AUTOTUNE mm(768x6864, 6864x2048) mm 0.0950 ms 100.0% triton_mm_5799 0.1013 ms 93.7% triton_mm_5798 0.1097 ms 86.6% triton_mm_5792 0.1190 ms 79.8% triton_mm_5790 0.1229 ms 77.3% triton_mm_5797 0.1248 ms 76.1% triton_mm_5794 0.1267 ms 75.0% triton_mm_5793 0.1284 ms 74.0% triton_mm_5795 0.1332 ms 71.3% triton_mm_5791 0.1348 ms 70.4% SingleProcess AUTOTUNE benchmarking takes 9.9691 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x2048, 2048x1536) mm 0.1754 ms 100.0% triton_mm_5854 0.1804 ms 97.2% triton_mm_5855 0.1839 ms 95.4% triton_mm_5856 0.1940 ms 90.4% triton_mm_5849 0.2204 ms 79.6% triton_mm_5847 0.2224 ms 78.9% triton_mm_5851 0.2231 ms 78.6% triton_mm_5850 0.2410 ms 72.8% triton_mm_5848 0.2443 ms 71.8% triton_mm_5852 0.2494 ms 70.3% SingleProcess AUTOTUNE benchmarking takes 10.2862 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6840, 6840x28) mm 0.0372 ms 100.0% triton_mm_7003 0.0483 ms 77.1% triton_mm_6996 0.0512 ms 72.7% triton_mm_6994 0.0590 ms 63.1% triton_mm_6995 0.0659 ms 56.5% triton_mm_7002 0.0711 ms 52.4% triton_mm_6993 0.0746 ms 49.9% triton_mm_6999 0.0747 ms 49.9% triton_mm_7008 0.0764 ms 48.8% triton_mm_7001 0.0824 ms 45.2% SingleProcess AUTOTUNE benchmarking takes 6.8221 seconds and 0.0000 seconds precompiling /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): Validation Progress: 0%| | 0/44 [00:00 VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2207: UserWarning: Overwriting vit_tiny_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2216: UserWarning: Overwriting vit_small_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2225: UserWarning: Overwriting vit_small_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2234: UserWarning: Overwriting vit_small_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2243: UserWarning: Overwriting vit_small_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2252: UserWarning: Overwriting vit_small_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2261: UserWarning: Overwriting vit_base_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2271: UserWarning: Overwriting vit_base_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2281: UserWarning: Overwriting vit_base_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2291: UserWarning: Overwriting vit_base_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2301: UserWarning: Overwriting vit_base_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2311: UserWarning: Overwriting vit_large_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2320: UserWarning: Overwriting vit_large_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2330: UserWarning: Overwriting vit_large_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2340: UserWarning: Overwriting vit_large_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2350: UserWarning: Overwriting vit_large_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2359: UserWarning: Overwriting vit_huge_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2368: UserWarning: Overwriting vit_giant_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2377: UserWarning: Overwriting vit_gigantic_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2387: UserWarning: Overwriting vit_base_patch16_224_miil in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224_miil. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224_miil(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2398: UserWarning: Overwriting vit_medium_patch16_gap_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2410: UserWarning: Overwriting vit_medium_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2422: UserWarning: Overwriting vit_medium_patch16_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2434: UserWarning: Overwriting vit_betwixt_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2446: UserWarning: Overwriting vit_base_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2457: UserWarning: Overwriting vit_huge_patch14_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2468: UserWarning: Overwriting vit_huge_patch16_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch16_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch16_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2479: UserWarning: Overwriting vit_giant_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2491: UserWarning: Overwriting vit_xsmall_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_xsmall_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_xsmall_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2500: UserWarning: Overwriting vit_medium_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2510: UserWarning: Overwriting vit_medium_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2519: UserWarning: Overwriting vit_betwixt_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2529: UserWarning: Overwriting vit_base_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2540: UserWarning: Overwriting vit_base_patch32_clip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2551: UserWarning: Overwriting vit_base_patch32_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2562: UserWarning: Overwriting vit_base_patch32_clip_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2573: UserWarning: Overwriting vit_base_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2583: UserWarning: Overwriting vit_base_patch16_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2593: UserWarning: Overwriting vit_large_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2603: UserWarning: Overwriting vit_large_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2613: UserWarning: Overwriting vit_huge_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2623: UserWarning: Overwriting vit_huge_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2633: UserWarning: Overwriting vit_huge_patch14_clip_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2643: UserWarning: Overwriting vit_giant_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2656: UserWarning: Overwriting vit_gigantic_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2669: UserWarning: Overwriting vit_base_patch32_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2681: UserWarning: Overwriting vit_base_patch16_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2693: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2705: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2717: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2729: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2743: UserWarning: Overwriting vit_base_patch32_plus_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_plus_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_plus_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2753: UserWarning: Overwriting vit_base_patch16_plus_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_plus_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_plus_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2763: UserWarning: Overwriting vit_base_patch16_rpn_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_rpn_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_rpn_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2775: UserWarning: Overwriting vit_small_patch16_36x1_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_36x1_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_36x1_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2787: UserWarning: Overwriting vit_small_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2800: UserWarning: Overwriting vit_base_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2812: UserWarning: Overwriting eva_large_patch14_196 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_196. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_196(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2821: UserWarning: Overwriting eva_large_patch14_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2829: UserWarning: Overwriting flexivit_small in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_small. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_small(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2838: UserWarning: Overwriting flexivit_base in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_base. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_base(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2847: UserWarning: Overwriting flexivit_large in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_large. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_large(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2856: UserWarning: Overwriting vit_base_patch16_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2869: UserWarning: Overwriting vit_large_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2882: UserWarning: Overwriting vit_huge_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2895: UserWarning: Overwriting vit_small_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2905: UserWarning: Overwriting vit_base_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2915: UserWarning: Overwriting vit_large_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2925: UserWarning: Overwriting vit_giant_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2942: UserWarning: Overwriting vit_small_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2955: UserWarning: Overwriting vit_base_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2968: UserWarning: Overwriting vit_large_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2981: UserWarning: Overwriting vit_giant_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2998: UserWarning: Overwriting vit_base_patch16_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3008: UserWarning: Overwriting vit_base_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3018: UserWarning: Overwriting vit_base_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3028: UserWarning: Overwriting vit_base_patch16_siglip_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3038: UserWarning: Overwriting vit_large_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3048: UserWarning: Overwriting vit_large_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3058: UserWarning: Overwriting vit_so400m_patch14_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3068: UserWarning: Overwriting vit_so400m_patch14_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3078: UserWarning: Overwriting vit_base_patch16_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3089: UserWarning: Overwriting vit_base_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3100: UserWarning: Overwriting vit_base_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3111: UserWarning: Overwriting vit_base_patch16_siglip_gap_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3122: UserWarning: Overwriting vit_large_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3133: UserWarning: Overwriting vit_large_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3144: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3156: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3168: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3180: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_896 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_896. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_896(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3192: UserWarning: Overwriting vit_wee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_wee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_wee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3203: UserWarning: Overwriting vit_pwee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_pwee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_pwee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3214: UserWarning: Overwriting vit_little_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3225: UserWarning: Overwriting vit_little_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3236: UserWarning: Overwriting vit_medium_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3247: UserWarning: Overwriting vit_medium_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3258: UserWarning: Overwriting vit_mediumd_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_mediumd_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_mediumd_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3269: UserWarning: Overwriting vit_betwixt_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3280: UserWarning: Overwriting vit_betwixt_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3291: UserWarning: Overwriting vit_base_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3302: UserWarning: Overwriting vit_so150m_patch16_reg4_map_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_map_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_map_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3313: UserWarning: Overwriting vit_so150m_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: model.safetensors: 0%| | 0.00/346M [00:00 VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2207: UserWarning: Overwriting vit_tiny_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2216: UserWarning: Overwriting vit_small_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2225: UserWarning: Overwriting vit_small_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2234: UserWarning: Overwriting vit_small_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2243: UserWarning: Overwriting vit_small_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2252: UserWarning: Overwriting vit_small_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2261: UserWarning: Overwriting vit_base_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2271: UserWarning: Overwriting vit_base_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2281: UserWarning: Overwriting vit_base_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2291: UserWarning: Overwriting vit_base_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2301: UserWarning: Overwriting vit_base_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2311: UserWarning: Overwriting vit_large_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2320: UserWarning: Overwriting vit_large_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2330: UserWarning: Overwriting vit_large_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2340: UserWarning: Overwriting vit_large_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2350: UserWarning: Overwriting vit_large_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2359: UserWarning: Overwriting vit_huge_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2368: UserWarning: Overwriting vit_giant_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2377: UserWarning: Overwriting vit_gigantic_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2387: UserWarning: Overwriting vit_base_patch16_224_miil in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224_miil. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224_miil(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2398: UserWarning: Overwriting vit_medium_patch16_gap_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2410: UserWarning: Overwriting vit_medium_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2422: UserWarning: Overwriting vit_medium_patch16_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2434: UserWarning: Overwriting vit_betwixt_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2446: UserWarning: Overwriting vit_base_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2457: UserWarning: Overwriting vit_huge_patch14_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2468: UserWarning: Overwriting vit_huge_patch16_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch16_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch16_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2479: UserWarning: Overwriting vit_giant_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2491: UserWarning: Overwriting vit_xsmall_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_xsmall_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_xsmall_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2500: UserWarning: Overwriting vit_medium_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2510: UserWarning: Overwriting vit_medium_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2519: UserWarning: Overwriting vit_betwixt_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2529: UserWarning: Overwriting vit_base_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2540: UserWarning: Overwriting vit_base_patch32_clip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2551: UserWarning: Overwriting vit_base_patch32_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2562: UserWarning: Overwriting vit_base_patch32_clip_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2573: UserWarning: Overwriting vit_base_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2583: UserWarning: Overwriting vit_base_patch16_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2593: UserWarning: Overwriting vit_large_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2603: UserWarning: Overwriting vit_large_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2613: UserWarning: Overwriting vit_huge_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2623: UserWarning: Overwriting vit_huge_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2633: UserWarning: Overwriting vit_huge_patch14_clip_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2643: UserWarning: Overwriting vit_giant_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2656: UserWarning: Overwriting vit_gigantic_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2669: UserWarning: Overwriting vit_base_patch32_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2681: UserWarning: Overwriting vit_base_patch16_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2693: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2705: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2717: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2729: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2743: UserWarning: Overwriting vit_base_patch32_plus_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_plus_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_plus_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2753: UserWarning: Overwriting vit_base_patch16_plus_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_plus_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_plus_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2763: UserWarning: Overwriting vit_base_patch16_rpn_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_rpn_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_rpn_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2775: UserWarning: Overwriting vit_small_patch16_36x1_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_36x1_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_36x1_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2787: UserWarning: Overwriting vit_small_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2800: UserWarning: Overwriting vit_base_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2812: UserWarning: Overwriting eva_large_patch14_196 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_196. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_196(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2821: UserWarning: Overwriting eva_large_patch14_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2829: UserWarning: Overwriting flexivit_small in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_small. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_small(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2838: UserWarning: Overwriting flexivit_base in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_base. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_base(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2847: UserWarning: Overwriting flexivit_large in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_large. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_large(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2856: UserWarning: Overwriting vit_base_patch16_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2869: UserWarning: Overwriting vit_large_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2882: UserWarning: Overwriting vit_huge_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2895: UserWarning: Overwriting vit_small_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2905: UserWarning: Overwriting vit_base_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2915: UserWarning: Overwriting vit_large_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2925: UserWarning: Overwriting vit_giant_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2942: UserWarning: Overwriting vit_small_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2955: UserWarning: Overwriting vit_base_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2968: UserWarning: Overwriting vit_large_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2981: UserWarning: Overwriting vit_giant_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2998: UserWarning: Overwriting vit_base_patch16_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3008: UserWarning: Overwriting vit_base_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3018: UserWarning: Overwriting vit_base_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3028: UserWarning: Overwriting vit_base_patch16_siglip_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3038: UserWarning: Overwriting vit_large_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3048: UserWarning: Overwriting vit_large_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3058: UserWarning: Overwriting vit_so400m_patch14_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3068: UserWarning: Overwriting vit_so400m_patch14_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3078: UserWarning: Overwriting vit_base_patch16_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3089: UserWarning: Overwriting vit_base_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3100: UserWarning: Overwriting vit_base_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3111: UserWarning: Overwriting vit_base_patch16_siglip_gap_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3122: UserWarning: Overwriting vit_large_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3133: UserWarning: Overwriting vit_large_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3144: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3156: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3168: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3180: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_896 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_896. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_896(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3192: UserWarning: Overwriting vit_wee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_wee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_wee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3203: UserWarning: Overwriting vit_pwee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_pwee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_pwee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3214: UserWarning: Overwriting vit_little_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3225: UserWarning: Overwriting vit_little_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3236: UserWarning: Overwriting vit_medium_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3247: UserWarning: Overwriting vit_medium_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3258: UserWarning: Overwriting vit_mediumd_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_mediumd_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_mediumd_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3269: UserWarning: Overwriting vit_betwixt_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3280: UserWarning: Overwriting vit_betwixt_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3291: UserWarning: Overwriting vit_base_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3302: UserWarning: Overwriting vit_so150m_patch16_reg4_map_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_map_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_map_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3313: UserWarning: Overwriting vit_so150m_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: model.safetensors: 0%| | 0.00/346M [00:00 VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2207: UserWarning: Overwriting vit_tiny_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2216: UserWarning: Overwriting vit_small_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2225: UserWarning: Overwriting vit_small_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2234: UserWarning: Overwriting vit_small_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2243: UserWarning: Overwriting vit_small_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2252: UserWarning: Overwriting vit_small_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2261: UserWarning: Overwriting vit_base_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2271: UserWarning: Overwriting vit_base_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2281: UserWarning: Overwriting vit_base_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2291: UserWarning: Overwriting vit_base_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2301: UserWarning: Overwriting vit_base_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2311: UserWarning: Overwriting vit_large_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2320: UserWarning: Overwriting vit_large_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2330: UserWarning: Overwriting vit_large_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2340: UserWarning: Overwriting vit_large_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2350: UserWarning: Overwriting vit_large_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2359: UserWarning: Overwriting vit_huge_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2368: UserWarning: Overwriting vit_giant_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2377: UserWarning: Overwriting vit_gigantic_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2387: UserWarning: Overwriting vit_base_patch16_224_miil in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224_miil. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224_miil(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2398: UserWarning: Overwriting vit_medium_patch16_gap_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2410: UserWarning: Overwriting vit_medium_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2422: UserWarning: Overwriting vit_medium_patch16_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2434: UserWarning: Overwriting vit_betwixt_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2446: UserWarning: Overwriting vit_base_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2457: UserWarning: Overwriting vit_huge_patch14_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2468: UserWarning: Overwriting vit_huge_patch16_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch16_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch16_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2479: UserWarning: Overwriting vit_giant_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2491: UserWarning: Overwriting vit_xsmall_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_xsmall_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_xsmall_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2500: UserWarning: Overwriting vit_medium_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2510: UserWarning: Overwriting vit_medium_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2519: UserWarning: Overwriting vit_betwixt_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2529: UserWarning: Overwriting vit_base_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2540: UserWarning: Overwriting vit_base_patch32_clip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2551: UserWarning: Overwriting vit_base_patch32_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2562: UserWarning: Overwriting vit_base_patch32_clip_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2573: UserWarning: Overwriting vit_base_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2583: UserWarning: Overwriting vit_base_patch16_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2593: UserWarning: Overwriting vit_large_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2603: UserWarning: Overwriting vit_large_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2613: UserWarning: Overwriting vit_huge_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2623: UserWarning: Overwriting vit_huge_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2633: UserWarning: Overwriting vit_huge_patch14_clip_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2643: UserWarning: Overwriting vit_giant_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2656: UserWarning: Overwriting vit_gigantic_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2669: UserWarning: Overwriting vit_base_patch32_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2681: UserWarning: Overwriting vit_base_patch16_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2693: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2705: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2717: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2729: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2743: UserWarning: Overwriting vit_base_patch32_plus_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_plus_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_plus_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2753: UserWarning: Overwriting vit_base_patch16_plus_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_plus_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_plus_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2763: UserWarning: Overwriting vit_base_patch16_rpn_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_rpn_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_rpn_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2775: UserWarning: Overwriting vit_small_patch16_36x1_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_36x1_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_36x1_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2787: UserWarning: Overwriting vit_small_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2800: UserWarning: Overwriting vit_base_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2812: UserWarning: Overwriting eva_large_patch14_196 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_196. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_196(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2821: UserWarning: Overwriting eva_large_patch14_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2829: UserWarning: Overwriting flexivit_small in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_small. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_small(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2838: UserWarning: Overwriting flexivit_base in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_base. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_base(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2847: UserWarning: Overwriting flexivit_large in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_large. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_large(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2856: UserWarning: Overwriting vit_base_patch16_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2869: UserWarning: Overwriting vit_large_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2882: UserWarning: Overwriting vit_huge_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2895: UserWarning: Overwriting vit_small_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2905: UserWarning: Overwriting vit_base_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2915: UserWarning: Overwriting vit_large_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2925: UserWarning: Overwriting vit_giant_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2942: UserWarning: Overwriting vit_small_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2955: UserWarning: Overwriting vit_base_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2968: UserWarning: Overwriting vit_large_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2981: UserWarning: Overwriting vit_giant_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2998: UserWarning: Overwriting vit_base_patch16_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3008: UserWarning: Overwriting vit_base_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3018: UserWarning: Overwriting vit_base_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3028: UserWarning: Overwriting vit_base_patch16_siglip_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3038: UserWarning: Overwriting vit_large_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3048: UserWarning: Overwriting vit_large_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3058: UserWarning: Overwriting vit_so400m_patch14_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3068: UserWarning: Overwriting vit_so400m_patch14_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3078: UserWarning: Overwriting vit_base_patch16_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3089: UserWarning: Overwriting vit_base_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3100: UserWarning: Overwriting vit_base_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3111: UserWarning: Overwriting vit_base_patch16_siglip_gap_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3122: UserWarning: Overwriting vit_large_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3133: UserWarning: Overwriting vit_large_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3144: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3156: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3168: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3180: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_896 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_896. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_896(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3192: UserWarning: Overwriting vit_wee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_wee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_wee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3203: UserWarning: Overwriting vit_pwee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_pwee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_pwee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3214: UserWarning: Overwriting vit_little_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3225: UserWarning: Overwriting vit_little_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3236: UserWarning: Overwriting vit_medium_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3247: UserWarning: Overwriting vit_medium_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3258: UserWarning: Overwriting vit_mediumd_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_mediumd_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_mediumd_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3269: UserWarning: Overwriting vit_betwixt_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3280: UserWarning: Overwriting vit_betwixt_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3291: UserWarning: Overwriting vit_base_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3302: UserWarning: Overwriting vit_so150m_patch16_reg4_map_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_map_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_map_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3313: UserWarning: Overwriting vit_so150m_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/train.py:99: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature. checkpoint = torch.load(vae_ckpt, map_location="cpu") /home/user/VAR/utils/amp_sc.py:27: FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead. self.scaler = torch.cuda.amp.GradScaler(init_scale=2. ** 11, growth_interval=1000) if self.using_fp16_rather_bf16 else None # only fp16 needs a scaler /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(6840x28, 28x1536) triton_mm_7 0.0328 ms 100.0% triton_mm_6 0.0331 ms 99.1% triton_mm_11 0.0332 ms 98.8% triton_mm_8 0.0342 ms 95.8% triton_mm_9 0.0343 ms 95.7% triton_mm_4 0.0348 ms 94.1% triton_mm_12 0.0353 ms 92.9% triton_mm_15 0.0361 ms 90.9% triton_mm_3 0.0364 ms 90.0% triton_mm_14 0.0377 ms 87.0% SingleProcess AUTOTUNE benchmarking takes 2.1133 seconds and 0.0122 seconds precompiling AUTOTUNE addmm(24x9216, 24x1536, 1536x9216) triton_mm_33 0.0354 ms 100.0% triton_mm_29 0.0358 ms 98.7% triton_mm_24 0.0366 ms 96.6% triton_mm_28 0.0368 ms 96.1% triton_mm_21 0.0369 ms 95.8% bias_addmm 0.0370 ms 95.7% triton_mm_25 0.0373 ms 94.7% triton_mm_18 0.0381 ms 92.8% triton_mm_20 0.0420 ms 84.3% triton_mm_19 0.0420 ms 84.2% SingleProcess AUTOTUNE benchmarking takes 2.1785 seconds and 0.0009 seconds precompiling AUTOTUNE addmm(6864x4608, 6864x1536, 1536x4608) triton_mm_51 0.4302 ms 100.0% triton_mm_50 0.4326 ms 99.4% triton_mm_52 0.4770 ms 90.2% triton_mm_45 0.5099 ms 84.4% triton_mm_43 0.5385 ms 79.9% triton_mm_47 0.5398 ms 79.7% triton_mm_44 0.5881 ms 73.2% triton_mm_46 0.5996 ms 71.7% triton_mm_48 0.6051 ms 71.1% addmm 0.6109 ms 70.4% SingleProcess AUTOTUNE benchmarking takes 3.0185 seconds and 0.0190 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x1536, 1536x1536) triton_mm_70 0.1437 ms 100.0% triton_mm_69 0.1439 ms 99.8% triton_mm_71 0.1580 ms 90.9% bias_addmm 0.1628 ms 88.3% addmm 0.1738 ms 82.7% triton_mm_64 0.1751 ms 82.0% triton_mm_66 0.1817 ms 79.1% triton_mm_62 0.1824 ms 78.8% triton_mm_63 0.1988 ms 72.3% triton_mm_67 0.2022 ms 71.1% SingleProcess AUTOTUNE benchmarking takes 2.5762 seconds and 0.0009 seconds precompiling AUTOTUNE addmm(6864x6144, 6864x1536, 1536x6144) triton_mm_89 0.5747 ms 100.0% triton_mm_88 0.5829 ms 98.6% triton_mm_90 0.6367 ms 90.3% triton_mm_83 0.7010 ms 82.0% addmm 0.7186 ms 80.0% triton_mm_85 0.7284 ms 78.9% triton_mm_81 0.7366 ms 78.0% triton_mm_82 0.8100 ms 70.9% bias_addmm 0.8114 ms 70.8% triton_mm_84 0.8175 ms 70.3% SingleProcess AUTOTUNE benchmarking takes 2.7224 seconds and 0.5885 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_108 0.5369 ms 100.0% triton_mm_107 0.5552 ms 96.7% addmm 0.5745 ms 93.5% triton_mm_109 0.5752 ms 93.3% bias_addmm 0.6065 ms 88.5% triton_mm_102 0.6808 ms 78.9% triton_mm_100 0.6970 ms 77.0% triton_mm_103 0.7035 ms 76.3% triton_mm_104 0.7037 ms 76.3% triton_mm_105 0.7729 ms 69.5% SingleProcess AUTOTUNE benchmarking takes 2.7429 seconds and 0.1881 seconds precompiling AUTOTUNE addmm(24x9216, 24x1536, 1536x9216) triton_mm_122 0.0350 ms 100.0% triton_mm_121 0.0356 ms 98.5% triton_mm_126 0.0358 ms 98.0% triton_mm_117 0.0369 ms 95.1% triton_mm_114 0.0369 ms 94.9% triton_mm_118 0.0374 ms 93.7% bias_addmm 0.0381 ms 91.9% triton_mm_111 0.0381 ms 91.9% triton_mm_112 0.0425 ms 82.5% triton_mm_124 0.0425 ms 82.5% SingleProcess AUTOTUNE benchmarking takes 2.2006 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_201 0.5361 ms 100.0% triton_mm_200 0.5548 ms 96.6% triton_mm_202 0.5731 ms 93.6% addmm 0.6018 ms 89.1% bias_addmm 0.6069 ms 88.3% triton_mm_195 0.6743 ms 79.5% triton_mm_193 0.6976 ms 76.9% triton_mm_197 0.7011 ms 76.5% triton_mm_196 0.7037 ms 76.2% triton_mm_198 0.7799 ms 68.7% SingleProcess AUTOTUNE benchmarking takes 2.7218 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_294 0.5375 ms 100.0% triton_mm_293 0.5550 ms 96.8% triton_mm_295 0.5681 ms 94.6% addmm 0.5938 ms 90.5% bias_addmm 0.6060 ms 88.7% triton_mm_288 0.6712 ms 80.1% triton_mm_286 0.6960 ms 77.2% triton_mm_290 0.7025 ms 76.5% triton_mm_289 0.7121 ms 75.5% triton_mm_291 0.7797 ms 68.9% SingleProcess AUTOTUNE benchmarking takes 2.7214 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_387 0.5355 ms 100.0% triton_mm_386 0.5543 ms 96.6% triton_mm_388 0.5736 ms 93.4% addmm 0.6008 ms 89.1% bias_addmm 0.6060 ms 88.4% triton_mm_381 0.6696 ms 80.0% triton_mm_379 0.6971 ms 76.8% triton_mm_382 0.7041 ms 76.1% triton_mm_383 0.7068 ms 75.8% triton_mm_384 0.7786 ms 68.8% SingleProcess AUTOTUNE benchmarking takes 2.7341 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_480 0.5355 ms 100.0% triton_mm_479 0.5553 ms 96.4% triton_mm_481 0.5698 ms 94.0% addmm 0.6015 ms 89.0% bias_addmm 0.6068 ms 88.2% triton_mm_474 0.6707 ms 79.8% triton_mm_472 0.6968 ms 76.8% triton_mm_476 0.7089 ms 75.5% triton_mm_475 0.7113 ms 75.3% triton_mm_477 0.7794 ms 68.7% SingleProcess AUTOTUNE benchmarking takes 2.7349 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_573 0.5352 ms 100.0% triton_mm_572 0.5555 ms 96.4% triton_mm_574 0.5730 ms 93.4% addmm 0.6016 ms 89.0% bias_addmm 0.6060 ms 88.3% triton_mm_567 0.6700 ms 79.9% triton_mm_565 0.6963 ms 76.9% triton_mm_569 0.7084 ms 75.6% triton_mm_568 0.7109 ms 75.3% triton_mm_570 0.7793 ms 68.7% SingleProcess AUTOTUNE benchmarking takes 2.7242 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x2048, 6864x1536, 1536x2048) triton_mm_591 0.1894 ms 100.0% triton_mm_592 0.1897 ms 99.9% triton_mm_593 0.2100 ms 90.2% triton_mm_586 0.2279 ms 83.1% triton_mm_588 0.2388 ms 79.3% triton_mm_584 0.2391 ms 79.2% bias_addmm 0.2413 ms 78.5% triton_mm_585 0.2608 ms 72.6% triton_mm_589 0.2653 ms 71.4% triton_mm_587 0.2708 ms 70.0% SingleProcess AUTOTUNE benchmarking takes 2.5833 seconds and 0.0156 seconds precompiling AUTOTUNE addmm(6864x2048, 6864x2048, 2048x2048) triton_mm_611 0.2461 ms 100.0% triton_mm_610 0.2461 ms 100.0% bias_addmm 0.2674 ms 92.0% triton_mm_612 0.2693 ms 91.4% triton_mm_605 0.3014 ms 81.7% addmm 0.3039 ms 81.0% triton_mm_603 0.3087 ms 79.7% triton_mm_607 0.3124 ms 78.8% triton_mm_606 0.3338 ms 73.7% triton_mm_608 0.3532 ms 69.7% SingleProcess AUTOTUNE benchmarking takes 2.6381 seconds and 0.0010 seconds precompiling AUTOTUNE mm(6864x2048, 2048x768) mm 0.0930 ms 100.0% triton_mm_630 0.0939 ms 99.1% triton_mm_631 0.0995 ms 93.4% triton_mm_629 0.1001 ms 92.9% triton_mm_624 0.1135 ms 81.9% triton_mm_626 0.1162 ms 80.0% triton_mm_622 0.1168 ms 79.6% triton_mm_625 0.1277 ms 72.8% triton_mm_623 0.1336 ms 69.6% triton_mm_627 0.1338 ms 69.5% SingleProcess AUTOTUNE benchmarking takes 2.4265 seconds and 0.0009 seconds precompiling AUTOTUNE mm(24x1536, 1536x3072) triton_mm_2310 0.0166 ms 100.0% triton_mm_2318 0.0173 ms 95.9% triton_mm_2314 0.0176 ms 94.5% triton_mm_2322 0.0191 ms 87.1% mm 0.0208 ms 80.0% triton_mm_2309 0.0218 ms 76.1% triton_mm_2313 0.0228 ms 72.7% triton_mm_2317 0.0237 ms 69.9% triton_mm_2308 0.0247 ms 67.1% triton_mm_2307 0.0250 ms 66.4% SingleProcess AUTOTUNE benchmarking takes 7.6460 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x32768, 6864x1536, 1536x32768) bias_addmm 3.0680 ms 100.0% triton_mm_2340 3.0945 ms 99.1% triton_mm_2339 3.1068 ms 98.8% triton_mm_2341 3.4227 ms 89.6% triton_mm_2334 3.7051 ms 82.8% addmm 3.7549 ms 81.7% triton_mm_2336 3.8762 ms 79.2% triton_mm_2332 4.0046 ms 76.6% triton_mm_2337 4.3331 ms 70.8% triton_mm_2335 4.3619 ms 70.3% SingleProcess AUTOTUNE benchmarking takes 12.9718 seconds and 0.0000 seconds precompiling /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(32768x6864, 6864x1536) triton_mm_2377 2.8071 ms 100.0% triton_mm_2378 2.9029 ms 96.7% mm 2.9108 ms 96.4% triton_mm_2379 3.0771 ms 91.2% triton_mm_2372 3.6315 ms 77.3% triton_mm_2370 3.6495 ms 76.9% triton_mm_2374 3.7841 ms 74.2% triton_mm_2373 3.8663 ms 72.6% triton_mm_2375 3.9423 ms 71.2% triton_mm_2371 3.9703 ms 70.7% SingleProcess AUTOTUNE benchmarking takes 10.0281 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5358 ms 100.0% triton_mm_2449 0.5663 ms 94.6% triton_mm_2450 0.5842 ms 91.7% triton_mm_2451 0.6061 ms 88.4% triton_mm_2444 0.6837 ms 78.4% triton_mm_2446 0.6941 ms 77.2% triton_mm_2442 0.6970 ms 76.9% triton_mm_2445 0.7216 ms 74.3% triton_mm_2447 0.7372 ms 72.7% triton_mm_2443 0.7514 ms 71.3% SingleProcess AUTOTUNE benchmarking takes 9.9943 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3072x24, 24x1536) triton_mm_2403 0.0140 ms 100.0% triton_mm_2405 0.0140 ms 100.0% triton_mm_2409 0.0143 ms 98.2% triton_mm_2408 0.0147 ms 95.6% triton_mm_2404 0.0147 ms 95.4% triton_mm_2406 0.0156 ms 89.9% triton_mm_2412 0.0156 ms 89.8% triton_mm_2410 0.0158 ms 89.1% triton_mm_2402 0.0158 ms 88.7% triton_mm_2407 0.0158 ms 88.7% SingleProcess AUTOTUNE benchmarking takes 5.7960 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x3072, 3072x1536) triton_mm_2384 0.0195 ms 100.0% mm 0.0219 ms 89.0% triton_mm_2388 0.0221 ms 88.1% triton_mm_2392 0.0235 ms 83.2% triton_mm_2383 0.0293 ms 66.5% triton_mm_2396 0.0295 ms 66.1% triton_mm_2382 0.0310 ms 62.8% triton_mm_2391 0.0329 ms 59.3% triton_mm_2387 0.0333 ms 58.6% triton_mm_2381 0.0354 ms 55.2% SingleProcess AUTOTUNE benchmarking takes 2.0915 seconds and 0.0009 seconds precompiling AUTOTUNE mm(6864x32768, 32768x1536) mm 2.6780 ms 100.0% triton_mm_2358 2.8810 ms 93.0% triton_mm_2359 2.9010 ms 92.3% triton_mm_2360 2.9866 ms 89.7% triton_mm_2354 3.7821 ms 70.8% triton_mm_2351 3.8431 ms 69.7% triton_mm_2353 3.9771 ms 67.3% triton_mm_2352 3.9905 ms 67.1% triton_mm_2356 4.0690 ms 65.8% triton_mm_2355 4.1684 ms 64.2% SingleProcess AUTOTUNE benchmarking takes 3.0948 seconds and 0.0010 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5467 ms 100.0% triton_mm_2430 0.5504 ms 99.3% triton_mm_2431 0.5684 ms 96.2% triton_mm_2432 0.6099 ms 89.6% triton_mm_2425 0.6874 ms 79.5% triton_mm_2423 0.6910 ms 79.1% triton_mm_2427 0.6930 ms 78.9% triton_mm_2424 0.7274 ms 75.2% triton_mm_2428 0.7474 ms 73.1% triton_mm_2426 0.7777 ms 70.3% SingleProcess AUTOTUNE benchmarking takes 2.5865 seconds and 0.0011 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.5003 ms 100.0% triton_mm_2468 0.5300 ms 94.4% triton_mm_2469 0.5406 ms 92.5% triton_mm_2470 0.5597 ms 89.4% triton_mm_2463 0.6716 ms 74.5% triton_mm_2461 0.6729 ms 74.4% triton_mm_2465 0.6808 ms 73.5% triton_mm_2464 0.6988 ms 71.6% triton_mm_2462 0.7366 ms 67.9% triton_mm_2466 0.7548 ms 66.3% SingleProcess AUTOTUNE benchmarking takes 9.7305 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5293 ms 100.0% triton_mm_2487 0.5619 ms 94.2% triton_mm_2488 0.5829 ms 90.8% triton_mm_2489 0.6706 ms 78.9% triton_mm_2482 0.6761 ms 78.3% triton_mm_2480 0.6849 ms 77.3% triton_mm_2484 0.6912 ms 76.6% triton_mm_2483 0.7227 ms 73.2% triton_mm_2485 0.7417 ms 71.4% triton_mm_2481 0.7513 ms 70.5% SingleProcess AUTOTUNE benchmarking takes 9.8741 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x4608, 4608x1536) triton_mm_2544 0.3973 ms 100.0% triton_mm_2545 0.4085 ms 97.2% mm 0.4196 ms 94.7% triton_mm_2546 0.4643 ms 85.6% triton_mm_2539 0.4979 ms 79.8% triton_mm_2537 0.5034 ms 78.9% triton_mm_2541 0.5132 ms 77.4% triton_mm_2540 0.5217 ms 76.1% triton_mm_2538 0.5508 ms 72.1% triton_mm_2542 0.5644 ms 70.4% SingleProcess AUTOTUNE benchmarking takes 9.5996 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x6864, 6864x1536) mm 0.3683 ms 100.0% triton_mm_2563 0.3863 ms 95.3% triton_mm_2564 0.3981 ms 92.5% triton_mm_2565 0.4138 ms 89.0% triton_mm_2558 0.5061 ms 72.8% triton_mm_2556 0.5107 ms 72.1% triton_mm_2560 0.5168 ms 71.3% triton_mm_2561 0.5420 ms 67.9% triton_mm_2559 0.5457 ms 67.5% triton_mm_2557 0.5490 ms 67.1% SingleProcess AUTOTUNE benchmarking takes 9.7450 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1471 ms 100.0% triton_mm_2518 0.1714 ms 85.9% triton_mm_2522 0.1736 ms 84.8% triton_mm_2525 0.1756 ms 83.8% triton_mm_2526 0.1880 ms 78.3% triton_mm_2520 0.1880 ms 78.2% triton_mm_2521 0.1912 ms 76.9% triton_mm_2527 0.1925 ms 76.4% triton_mm_2523 0.2022 ms 72.8% triton_mm_2519 0.2033 ms 72.4% SingleProcess AUTOTUNE benchmarking takes 2.4785 seconds and 0.0009 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1347 ms 100.0% triton_mm_2506 0.1366 ms 98.6% triton_mm_2507 0.1435 ms 93.9% triton_mm_2508 0.1514 ms 89.0% triton_mm_2501 0.1702 ms 79.1% triton_mm_2499 0.1728 ms 78.0% triton_mm_2503 0.1746 ms 77.2% triton_mm_2500 0.1804 ms 74.7% triton_mm_2504 0.1884 ms 71.5% triton_mm_2502 0.1957 ms 68.8% SingleProcess AUTOTUNE benchmarking takes 2.4682 seconds and 0.0009 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_2594 0.0256 ms 100.0% triton_mm_2598 0.0260 ms 98.2% triton_mm_2595 0.0263 ms 97.2% triton_mm_2591 0.0263 ms 97.1% triton_mm_2592 0.0266 ms 96.0% triton_mm_2593 0.0270 ms 94.8% triton_mm_2596 0.0272 ms 94.0% triton_mm_2589 0.0273 ms 93.8% triton_mm_2599 0.0278 ms 91.8% triton_mm_2588 0.0283 ms 90.3% SingleProcess AUTOTUNE benchmarking takes 5.7334 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5419 ms 100.0% triton_mm_2635 0.5639 ms 96.1% triton_mm_2636 0.5843 ms 92.8% triton_mm_2637 0.6071 ms 89.3% triton_mm_2630 0.6844 ms 79.2% triton_mm_2632 0.6978 ms 77.7% triton_mm_2628 0.6984 ms 77.6% triton_mm_2631 0.7228 ms 75.0% triton_mm_2633 0.7380 ms 73.4% triton_mm_2629 0.7588 ms 71.4% SingleProcess AUTOTUNE benchmarking takes 2.5938 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) triton_mm_2574 0.0403 ms 100.0% mm 0.0404 ms 99.7% triton_mm_2570 0.0426 ms 94.6% triton_mm_2578 0.0540 ms 74.6% triton_mm_2582 0.0688 ms 58.5% triton_mm_2569 0.0719 ms 56.1% triton_mm_2568 0.0779 ms 51.7% triton_mm_2573 0.0847 ms 47.6% triton_mm_2577 0.0864 ms 46.6% triton_mm_2580 0.0974 ms 41.4% SingleProcess AUTOTUNE benchmarking takes 9.9900 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5396 ms 100.0% triton_mm_2616 0.5521 ms 97.7% triton_mm_2617 0.5697 ms 94.7% triton_mm_2618 0.6115 ms 88.2% triton_mm_2611 0.6877 ms 78.5% triton_mm_2609 0.6898 ms 78.2% triton_mm_2613 0.6927 ms 77.9% triton_mm_2610 0.7354 ms 73.4% triton_mm_2614 0.7486 ms 72.1% triton_mm_2612 0.7858 ms 68.7% SingleProcess AUTOTUNE benchmarking takes 2.6016 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4954 ms 100.0% triton_mm_2654 0.5321 ms 93.1% triton_mm_2655 0.5456 ms 90.8% triton_mm_2656 0.5633 ms 88.0% triton_mm_2647 0.6669 ms 74.3% triton_mm_2649 0.6738 ms 73.5% triton_mm_2651 0.6764 ms 73.2% triton_mm_2650 0.7051 ms 70.3% triton_mm_2648 0.7417 ms 66.8% triton_mm_2652 0.7636 ms 64.9% SingleProcess AUTOTUNE benchmarking takes 2.5991 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5340 ms 100.0% triton_mm_2673 0.5638 ms 94.7% triton_mm_2674 0.5854 ms 91.2% triton_mm_2675 0.6100 ms 87.5% triton_mm_2668 0.6738 ms 79.2% triton_mm_2666 0.6901 ms 77.4% triton_mm_2670 0.6953 ms 76.8% triton_mm_2669 0.7291 ms 73.2% triton_mm_2671 0.7435 ms 71.8% triton_mm_2667 0.7614 ms 70.1% SingleProcess AUTOTUNE benchmarking takes 2.5957 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1467 ms 100.0% triton_mm_2704 0.1724 ms 85.1% triton_mm_2708 0.1738 ms 84.4% triton_mm_2711 0.1761 ms 83.3% triton_mm_2706 0.1876 ms 78.2% triton_mm_2712 0.1885 ms 77.8% triton_mm_2707 0.1922 ms 76.3% triton_mm_2713 0.1930 ms 76.0% triton_mm_2709 0.2019 ms 72.7% triton_mm_2705 0.2047 ms 71.7% SingleProcess AUTOTUNE benchmarking takes 2.4758 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1342 ms 100.0% triton_mm_2692 0.1372 ms 97.8% triton_mm_2693 0.1442 ms 93.1% triton_mm_2694 0.1530 ms 87.7% triton_mm_2687 0.1706 ms 78.7% triton_mm_2685 0.1729 ms 77.6% triton_mm_2689 0.1752 ms 76.6% triton_mm_2686 0.1807 ms 74.3% triton_mm_2690 0.1890 ms 71.0% triton_mm_2688 0.1960 ms 68.5% SingleProcess AUTOTUNE benchmarking takes 2.4669 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5402 ms 100.0% triton_mm_2821 0.5675 ms 95.2% triton_mm_2822 0.5881 ms 91.8% triton_mm_2823 0.6085 ms 88.8% triton_mm_2816 0.6931 ms 77.9% triton_mm_2814 0.6981 ms 77.4% triton_mm_2818 0.7048 ms 76.6% triton_mm_2817 0.7288 ms 74.1% triton_mm_2819 0.7452 ms 72.5% triton_mm_2815 0.7600 ms 71.1% SingleProcess AUTOTUNE benchmarking takes 2.6082 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) triton_mm_2760 0.0403 ms 100.0% mm 0.0403 ms 99.9% triton_mm_2756 0.0423 ms 95.3% triton_mm_2764 0.0540 ms 74.5% triton_mm_2768 0.0689 ms 58.5% triton_mm_2755 0.0719 ms 56.0% triton_mm_2754 0.0785 ms 51.3% triton_mm_2759 0.0840 ms 47.9% triton_mm_2763 0.0859 ms 46.9% triton_mm_2753 0.0915 ms 44.0% SingleProcess AUTOTUNE benchmarking takes 2.1092 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5418 ms 100.0% triton_mm_2802 0.5520 ms 98.2% triton_mm_2803 0.5736 ms 94.5% triton_mm_2804 0.6132 ms 88.4% triton_mm_2797 0.6883 ms 78.7% triton_mm_2795 0.6909 ms 78.4% triton_mm_2799 0.7008 ms 77.3% triton_mm_2796 0.7356 ms 73.7% triton_mm_2800 0.7564 ms 71.6% triton_mm_2798 0.7870 ms 68.8% SingleProcess AUTOTUNE benchmarking takes 2.6022 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1467 ms 100.0% triton_mm_2890 0.1723 ms 85.2% triton_mm_2894 0.1746 ms 84.0% triton_mm_2897 0.1762 ms 83.3% triton_mm_2892 0.1879 ms 78.1% triton_mm_2898 0.1885 ms 77.8% triton_mm_2893 0.1920 ms 76.4% triton_mm_2899 0.1931 ms 76.0% triton_mm_2895 0.2019 ms 72.7% triton_mm_2891 0.2038 ms 72.0% SingleProcess AUTOTUNE benchmarking takes 2.4713 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1348 ms 100.0% triton_mm_2878 0.1373 ms 98.2% triton_mm_2879 0.1442 ms 93.5% triton_mm_2880 0.1527 ms 88.3% triton_mm_2873 0.1714 ms 78.7% triton_mm_2871 0.1724 ms 78.2% triton_mm_2875 0.1752 ms 77.0% triton_mm_2872 0.1815 ms 74.3% triton_mm_2876 0.1891 ms 71.3% triton_mm_2874 0.1959 ms 68.8% SingleProcess AUTOTUNE benchmarking takes 2.4614 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1474 ms 100.0% triton_mm_3076 0.1727 ms 85.3% triton_mm_3080 0.1740 ms 84.7% triton_mm_3083 0.1754 ms 84.0% triton_mm_3078 0.1878 ms 78.5% triton_mm_3084 0.1894 ms 77.8% triton_mm_3079 0.1916 ms 76.9% triton_mm_3085 0.1931 ms 76.3% triton_mm_3081 0.2026 ms 72.7% triton_mm_3077 0.2037 ms 72.3% SingleProcess AUTOTUNE benchmarking takes 2.4659 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1341 ms 100.0% triton_mm_3064 0.1376 ms 97.5% triton_mm_3065 0.1442 ms 93.0% triton_mm_3066 0.1515 ms 88.5% triton_mm_3059 0.1713 ms 78.3% triton_mm_3057 0.1723 ms 77.8% triton_mm_3061 0.1758 ms 76.3% triton_mm_3058 0.1816 ms 73.9% triton_mm_3062 0.1881 ms 71.3% triton_mm_3060 0.1956 ms 68.6% SingleProcess AUTOTUNE benchmarking takes 2.4613 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1466 ms 100.0% triton_mm_3262 0.1720 ms 85.2% triton_mm_3266 0.1730 ms 84.7% triton_mm_3269 0.1759 ms 83.3% triton_mm_3264 0.1875 ms 78.2% triton_mm_3270 0.1884 ms 77.8% triton_mm_3265 0.1919 ms 76.4% triton_mm_3271 0.1929 ms 76.0% triton_mm_3267 0.2013 ms 72.8% triton_mm_3263 0.2035 ms 72.0% SingleProcess AUTOTUNE benchmarking takes 2.4761 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1347 ms 100.0% triton_mm_3250 0.1380 ms 97.6% triton_mm_3251 0.1450 ms 92.9% triton_mm_3252 0.1522 ms 88.5% triton_mm_3245 0.1714 ms 78.6% triton_mm_3243 0.1730 ms 77.9% triton_mm_3247 0.1752 ms 76.9% triton_mm_3244 0.1807 ms 74.6% triton_mm_3248 0.1892 ms 71.2% triton_mm_3246 0.1961 ms 68.7% SingleProcess AUTOTUNE benchmarking takes 2.4791 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1336 ms 100.0% triton_mm_3436 0.1380 ms 96.8% triton_mm_3437 0.1449 ms 92.2% triton_mm_3438 0.1521 ms 87.9% triton_mm_3431 0.1713 ms 78.0% triton_mm_3429 0.1725 ms 77.5% triton_mm_3433 0.1752 ms 76.3% triton_mm_3430 0.1815 ms 73.6% triton_mm_3434 0.1894 ms 70.6% triton_mm_3432 0.1956 ms 68.3% SingleProcess AUTOTUNE benchmarking takes 2.4809 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x768, 768x2048) triton_mm_5778 0.0993 ms 100.0% triton_mm_5779 0.1036 ms 95.9% triton_mm_5775 0.1184 ms 83.9% triton_mm_5773 0.1188 ms 83.6% triton_mm_5771 0.1190 ms 83.5% mm 0.1208 ms 82.2% triton_mm_5780 0.1280 ms 77.5% triton_mm_5772 0.1284 ms 77.3% triton_mm_5776 0.1338 ms 74.2% triton_mm_5774 0.1561 ms 63.6% SingleProcess AUTOTUNE benchmarking takes 10.6698 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x2048, 2048x2048) mm 0.2347 ms 100.0% triton_mm_5816 0.2375 ms 98.8% triton_mm_5817 0.2459 ms 95.4% triton_mm_5818 0.2610 ms 89.9% triton_mm_5811 0.2998 ms 78.3% triton_mm_5809 0.3002 ms 78.2% triton_mm_5813 0.3038 ms 77.3% triton_mm_5812 0.3220 ms 72.9% triton_mm_5810 0.3289 ms 71.3% triton_mm_5814 0.3364 ms 69.8% SingleProcess AUTOTUNE benchmarking takes 10.5231 seconds and 0.0000 seconds precompiling AUTOTUNE mm(2048x6864, 6864x2048) mm 0.2432 ms 100.0% triton_mm_5835 0.2814 ms 86.4% triton_mm_5836 0.2876 ms 84.5% triton_mm_5837 0.2947 ms 82.5% triton_mm_5832 0.3162 ms 76.9% triton_mm_5828 0.3179 ms 76.5% triton_mm_5831 0.3250 ms 74.8% triton_mm_5830 0.3279 ms 74.2% triton_mm_5833 0.3320 ms 73.3% triton_mm_5829 0.3397 ms 71.6% SingleProcess AUTOTUNE benchmarking takes 10.2601 seconds and 0.0000 seconds precompiling AUTOTUNE mm(2048x6864, 6864x1536) mm 0.1771 ms 100.0% triton_mm_5873 0.1849 ms 95.8% triton_mm_5874 0.1928 ms 91.9% triton_mm_5875 0.1986 ms 89.2% triton_mm_5869 0.2530 ms 70.0% triton_mm_5871 0.2613 ms 67.8% triton_mm_5867 0.2665 ms 66.5% triton_mm_5868 0.2695 ms 65.7% triton_mm_5870 0.2735 ms 64.8% triton_mm_5866 0.2764 ms 64.1% SingleProcess AUTOTUNE benchmarking takes 9.9867 seconds and 0.0000 seconds precompiling AUTOTUNE mm(768x6864, 6864x2048) mm 0.0950 ms 100.0% triton_mm_5799 0.0986 ms 96.4% triton_mm_5798 0.1080 ms 87.9% triton_mm_5792 0.1178 ms 80.6% triton_mm_5797 0.1217 ms 78.0% triton_mm_5790 0.1223 ms 77.7% triton_mm_5794 0.1237 ms 76.8% triton_mm_5793 0.1270 ms 74.8% triton_mm_5795 0.1312 ms 72.4% triton_mm_5791 0.1344 ms 70.6% SingleProcess AUTOTUNE benchmarking takes 2.4510 seconds and 0.0010 seconds precompiling AUTOTUNE mm(6864x2048, 2048x1536) mm 0.1745 ms 100.0% triton_mm_5854 0.1788 ms 97.5% triton_mm_5855 0.1858 ms 93.9% triton_mm_5856 0.1957 ms 89.1% triton_mm_5849 0.2212 ms 78.9% triton_mm_5847 0.2254 ms 77.4% triton_mm_5851 0.2274 ms 76.7% triton_mm_5850 0.2424 ms 72.0% triton_mm_5848 0.2476 ms 70.5% triton_mm_5852 0.2522 ms 69.2% SingleProcess AUTOTUNE benchmarking takes 2.4986 seconds and 0.0009 seconds precompiling AUTOTUNE mm(1536x6840, 6840x28) mm 0.0364 ms 100.0% triton_mm_7003 0.0473 ms 76.9% triton_mm_6996 0.0484 ms 75.1% triton_mm_6994 0.0588 ms 61.9% triton_mm_6995 0.0649 ms 56.1% triton_mm_7002 0.0709 ms 51.3% triton_mm_6999 0.0720 ms 50.5% triton_mm_6993 0.0731 ms 49.8% triton_mm_7008 0.0748 ms 48.7% triton_mm_7001 0.0796 ms 45.7% SingleProcess AUTOTUNE benchmarking takes 6.6949 seconds and 0.0000 seconds precompiling /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/train.py:99: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature. checkpoint = torch.load(vae_ckpt, map_location="cpu") /home/user/VAR/utils/amp_sc.py:27: FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead. self.scaler = torch.cuda.amp.GradScaler(init_scale=2. ** 11, growth_interval=1000) if self.using_fp16_rather_bf16 else None # only fp16 needs a scaler /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(6840x28, 28x1536) triton_mm_8 0.0331 ms 100.0% triton_mm_9 0.0332 ms 99.8% triton_mm_7 0.0340 ms 97.4% triton_mm_12 0.0342 ms 96.9% triton_mm_6 0.0342 ms 96.7% triton_mm_11 0.0343 ms 96.5% triton_mm_4 0.0356 ms 93.0% triton_mm_15 0.0370 ms 89.6% triton_mm_2 0.0374 ms 88.5% triton_mm_14 0.0378 ms 87.6% SingleProcess AUTOTUNE benchmarking takes 2.2050 seconds and 0.0099 seconds precompiling AUTOTUNE addmm(24x9216, 24x1536, 1536x9216) triton_mm_29 0.0349 ms 100.0% triton_mm_33 0.0352 ms 99.3% triton_mm_25 0.0363 ms 96.3% triton_mm_28 0.0366 ms 95.4% triton_mm_24 0.0374 ms 93.5% triton_mm_21 0.0375 ms 93.1% triton_mm_18 0.0379 ms 92.2% bias_addmm 0.0382 ms 91.4% triton_mm_19 0.0421 ms 83.0% triton_mm_20 0.0423 ms 82.7% SingleProcess AUTOTUNE benchmarking takes 2.1797 seconds and 0.0009 seconds precompiling AUTOTUNE addmm(6864x4608, 6864x1536, 1536x4608) triton_mm_51 0.4332 ms 100.0% triton_mm_50 0.4378 ms 98.9% triton_mm_52 0.4828 ms 89.7% triton_mm_45 0.5132 ms 84.4% addmm 0.5287 ms 81.9% triton_mm_43 0.5383 ms 80.5% triton_mm_47 0.5426 ms 79.8% triton_mm_44 0.5947 ms 72.8% triton_mm_46 0.6100 ms 71.0% triton_mm_48 0.6136 ms 70.6% SingleProcess AUTOTUNE benchmarking takes 2.8107 seconds and 0.0535 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x1536, 1536x1536) triton_mm_70 0.1453 ms 100.0% triton_mm_69 0.1473 ms 98.7% triton_mm_71 0.1614 ms 90.0% bias_addmm 0.1629 ms 89.2% triton_mm_64 0.1756 ms 82.7% addmm 0.1779 ms 81.7% triton_mm_62 0.1830 ms 79.4% triton_mm_66 0.1830 ms 79.4% triton_mm_63 0.2009 ms 72.3% triton_mm_67 0.2052 ms 70.8% SingleProcess AUTOTUNE benchmarking takes 2.5880 seconds and 0.0009 seconds precompiling AUTOTUNE addmm(6864x6144, 6864x1536, 1536x6144) triton_mm_89 0.5733 ms 100.0% triton_mm_88 0.5783 ms 99.2% triton_mm_90 0.6375 ms 89.9% triton_mm_83 0.6913 ms 82.9% triton_mm_85 0.7267 ms 78.9% triton_mm_81 0.7385 ms 77.6% addmm 0.8092 ms 70.9% triton_mm_82 0.8126 ms 70.6% triton_mm_86 0.8154 ms 70.3% bias_addmm 0.8164 ms 70.2% SingleProcess AUTOTUNE benchmarking takes 2.7292 seconds and 0.6447 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_108 0.5323 ms 100.0% triton_mm_107 0.5505 ms 96.7% triton_mm_109 0.5672 ms 93.9% addmm 0.6031 ms 88.3% bias_addmm 0.6089 ms 87.4% triton_mm_102 0.6670 ms 79.8% triton_mm_100 0.6908 ms 77.1% triton_mm_104 0.7006 ms 76.0% triton_mm_103 0.7031 ms 75.7% triton_mm_105 0.7711 ms 69.0% SingleProcess AUTOTUNE benchmarking takes 2.7300 seconds and 0.1750 seconds precompiling AUTOTUNE addmm(24x9216, 24x1536, 1536x9216) triton_mm_121 0.0355 ms 100.0% triton_mm_126 0.0357 ms 99.3% triton_mm_122 0.0359 ms 98.8% triton_mm_118 0.0364 ms 97.5% triton_mm_117 0.0374 ms 94.7% triton_mm_111 0.0376 ms 94.2% triton_mm_114 0.0377 ms 94.0% bias_addmm 0.0384 ms 92.3% triton_mm_112 0.0413 ms 85.9% triton_mm_124 0.0423 ms 83.8% SingleProcess AUTOTUNE benchmarking takes 2.1850 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_201 0.5313 ms 100.0% triton_mm_200 0.5498 ms 96.6% triton_mm_202 0.5683 ms 93.5% addmm 0.6034 ms 88.0% bias_addmm 0.6090 ms 87.2% triton_mm_195 0.6744 ms 78.8% triton_mm_193 0.6922 ms 76.8% triton_mm_197 0.6935 ms 76.6% triton_mm_196 0.7021 ms 75.7% triton_mm_198 0.7741 ms 68.6% SingleProcess AUTOTUNE benchmarking takes 2.7301 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(24x9216, 24x1536, 1536x9216) triton_mm_215 0.0349 ms 100.0% triton_mm_219 0.0351 ms 99.4% triton_mm_214 0.0356 ms 98.2% triton_mm_210 0.0364 ms 95.8% triton_mm_207 0.0369 ms 94.7% triton_mm_211 0.0371 ms 94.0% triton_mm_204 0.0378 ms 92.5% bias_addmm 0.0387 ms 90.2% triton_mm_206 0.0413 ms 84.4% triton_mm_205 0.0421 ms 82.8% SingleProcess AUTOTUNE benchmarking takes 2.1880 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(24x9216, 24x1536, 1536x9216) triton_mm_308 0.0349 ms 100.0% triton_mm_312 0.0357 ms 97.7% triton_mm_303 0.0362 ms 96.4% triton_mm_307 0.0367 ms 95.1% triton_mm_304 0.0371 ms 94.0% triton_mm_300 0.0375 ms 93.0% triton_mm_297 0.0378 ms 92.4% bias_addmm 0.0398 ms 87.6% triton_mm_299 0.0412 ms 84.6% triton_mm_298 0.0422 ms 82.7% SingleProcess AUTOTUNE benchmarking takes 2.2083 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(24x9216, 24x1536, 1536x9216) triton_mm_401 0.0349 ms 100.0% triton_mm_405 0.0351 ms 99.4% triton_mm_400 0.0355 ms 98.4% triton_mm_397 0.0363 ms 96.1% triton_mm_396 0.0374 ms 93.4% triton_mm_390 0.0374 ms 93.3% triton_mm_393 0.0376 ms 92.9% bias_addmm 0.0387 ms 90.3% triton_mm_392 0.0412 ms 84.8% triton_mm_391 0.0422 ms 82.7% SingleProcess AUTOTUNE benchmarking takes 2.2052 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x2048, 6864x1536, 1536x2048) triton_mm_592 0.1876 ms 100.0% triton_mm_591 0.1877 ms 99.9% triton_mm_593 0.2069 ms 90.7% triton_mm_586 0.2255 ms 83.2% triton_mm_584 0.2357 ms 79.6% triton_mm_588 0.2364 ms 79.4% bias_addmm 0.2419 ms 77.6% triton_mm_585 0.2584 ms 72.6% triton_mm_589 0.2632 ms 71.3% triton_mm_587 0.2694 ms 69.6% SingleProcess AUTOTUNE benchmarking takes 2.5495 seconds and 0.0049 seconds precompiling AUTOTUNE addmm(6864x2048, 6864x2048, 2048x2048) triton_mm_611 0.2422 ms 100.0% triton_mm_610 0.2425 ms 99.9% bias_addmm 0.2649 ms 91.4% triton_mm_612 0.2662 ms 91.0% triton_mm_605 0.2982 ms 81.2% addmm 0.2996 ms 80.8% triton_mm_603 0.3041 ms 79.6% triton_mm_607 0.3060 ms 79.2% triton_mm_606 0.3303 ms 73.3% triton_mm_608 0.3469 ms 69.8% SingleProcess AUTOTUNE benchmarking takes 2.6406 seconds and 0.0009 seconds precompiling AUTOTUNE mm(6864x2048, 2048x768) mm 0.0925 ms 100.0% triton_mm_630 0.0945 ms 97.8% triton_mm_629 0.0993 ms 93.1% triton_mm_631 0.1004 ms 92.1% triton_mm_624 0.1127 ms 82.1% triton_mm_626 0.1148 ms 80.6% triton_mm_622 0.1158 ms 79.9% triton_mm_625 0.1281 ms 72.2% triton_mm_627 0.1323 ms 69.9% triton_mm_623 0.1336 ms 69.2% SingleProcess AUTOTUNE benchmarking takes 2.4270 seconds and 0.0009 seconds precompiling AUTOTUNE mm(24x1536, 1536x3072) triton_mm_2310 0.0177 ms 100.0% triton_mm_2314 0.0177 ms 99.8% triton_mm_2318 0.0184 ms 96.2% triton_mm_2322 0.0192 ms 92.0% mm 0.0208 ms 84.9% triton_mm_2313 0.0219 ms 80.7% triton_mm_2317 0.0228 ms 77.3% triton_mm_2309 0.0235 ms 75.1% triton_mm_2307 0.0244 ms 72.3% triton_mm_2308 0.0256 ms 69.1% SingleProcess AUTOTUNE benchmarking takes 7.4199 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x32768, 6864x1536, 1536x32768) bias_addmm 3.0085 ms 100.0% triton_mm_2340 3.0311 ms 99.3% triton_mm_2339 3.0549 ms 98.5% triton_mm_2341 3.3613 ms 89.5% triton_mm_2334 3.6700 ms 82.0% addmm 3.7287 ms 80.7% triton_mm_2336 3.7977 ms 79.2% triton_mm_2332 3.9348 ms 76.5% triton_mm_2337 4.2580 ms 70.7% triton_mm_2335 4.2812 ms 70.3% SingleProcess AUTOTUNE benchmarking takes 12.6553 seconds and 0.0000 seconds precompiling /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(32768x6864, 6864x1536) triton_mm_2377 2.7814 ms 100.0% triton_mm_2378 2.8756 ms 96.7% mm 2.9340 ms 94.8% triton_mm_2379 3.0535 ms 91.1% triton_mm_2372 3.6386 ms 76.4% triton_mm_2370 3.6453 ms 76.3% triton_mm_2374 3.7389 ms 74.4% triton_mm_2373 3.8216 ms 72.8% triton_mm_2375 3.8560 ms 72.1% triton_mm_2371 3.9460 ms 70.5% SingleProcess AUTOTUNE benchmarking takes 10.1342 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5350 ms 100.0% triton_mm_2449 0.5602 ms 95.5% triton_mm_2450 0.5779 ms 92.6% triton_mm_2451 0.5996 ms 89.2% triton_mm_2444 0.6723 ms 79.6% triton_mm_2446 0.6832 ms 78.3% triton_mm_2442 0.6877 ms 77.8% triton_mm_2445 0.7135 ms 75.0% triton_mm_2447 0.7274 ms 73.6% triton_mm_2443 0.7427 ms 72.0% SingleProcess AUTOTUNE benchmarking takes 9.7057 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3072x24, 24x1536) triton_mm_2403 0.0140 ms 100.0% triton_mm_2405 0.0140 ms 100.0% triton_mm_2408 0.0146 ms 96.3% triton_mm_2402 0.0148 ms 95.2% triton_mm_2406 0.0151 ms 92.8% triton_mm_2409 0.0155 ms 90.6% triton_mm_2411 0.0159 ms 88.5% triton_mm_2412 0.0159 ms 88.3% triton_mm_2404 0.0160 ms 87.8% triton_mm_2407 0.0161 ms 87.5% SingleProcess AUTOTUNE benchmarking takes 5.6969 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x3072, 3072x1536) triton_mm_2384 0.0185 ms 100.0% mm 0.0220 ms 84.0% triton_mm_2388 0.0223 ms 83.0% triton_mm_2392 0.0236 ms 78.7% triton_mm_2396 0.0285 ms 65.0% triton_mm_2383 0.0294 ms 63.1% triton_mm_2382 0.0303 ms 61.1% triton_mm_2391 0.0330 ms 56.2% triton_mm_2387 0.0335 ms 55.3% triton_mm_2381 0.0355 ms 52.2% SingleProcess AUTOTUNE benchmarking takes 7.0360 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x32768, 32768x1536) mm 2.6285 ms 100.0% triton_mm_2358 2.8159 ms 93.3% triton_mm_2359 2.8404 ms 92.5% triton_mm_2360 2.9438 ms 89.3% triton_mm_2354 3.7036 ms 71.0% triton_mm_2351 3.7784 ms 69.6% triton_mm_2353 3.8079 ms 69.0% triton_mm_2352 3.9196 ms 67.1% triton_mm_2356 4.0385 ms 65.1% triton_mm_2355 4.1033 ms 64.1% SingleProcess AUTOTUNE benchmarking takes 10.0302 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) triton_mm_2430 0.5407 ms 100.0% mm 0.5488 ms 98.5% triton_mm_2431 0.5615 ms 96.3% triton_mm_2432 0.6053 ms 89.3% triton_mm_2425 0.6751 ms 80.1% triton_mm_2423 0.6802 ms 79.5% triton_mm_2427 0.6825 ms 79.2% triton_mm_2424 0.7270 ms 74.4% triton_mm_2428 0.7400 ms 73.1% triton_mm_2426 0.7764 ms 69.6% SingleProcess AUTOTUNE benchmarking takes 2.5911 seconds and 0.0009 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4899 ms 100.0% triton_mm_2468 0.5214 ms 93.9% triton_mm_2469 0.5294 ms 92.5% triton_mm_2470 0.5497 ms 89.1% triton_mm_2461 0.6579 ms 74.5% triton_mm_2463 0.6682 ms 73.3% triton_mm_2465 0.6703 ms 73.1% triton_mm_2464 0.6949 ms 70.5% triton_mm_2462 0.7301 ms 67.1% triton_mm_2466 0.7446 ms 65.8% SingleProcess AUTOTUNE benchmarking takes 9.6271 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5229 ms 100.0% triton_mm_2487 0.5571 ms 93.9% triton_mm_2488 0.5767 ms 90.7% triton_mm_2489 0.6013 ms 87.0% triton_mm_2482 0.6659 ms 78.5% triton_mm_2484 0.6770 ms 77.2% triton_mm_2480 0.6775 ms 77.2% triton_mm_2483 0.7060 ms 74.1% triton_mm_2485 0.7316 ms 71.5% triton_mm_2481 0.7439 ms 70.3% SingleProcess AUTOTUNE benchmarking takes 13.1120 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x4608, 4608x1536) triton_mm_2544 0.3934 ms 100.0% triton_mm_2545 0.4055 ms 97.0% triton_mm_2546 0.4189 ms 93.9% mm 0.4232 ms 93.0% triton_mm_2539 0.4928 ms 79.8% triton_mm_2537 0.4974 ms 79.1% triton_mm_2541 0.5079 ms 77.5% triton_mm_2540 0.5177 ms 76.0% triton_mm_2538 0.5457 ms 72.1% triton_mm_2542 0.5600 ms 70.3% SingleProcess AUTOTUNE benchmarking takes 2.5580 seconds and 0.0009 seconds precompiling AUTOTUNE mm(4608x6864, 6864x1536) mm 0.3618 ms 100.0% triton_mm_2563 0.3796 ms 95.3% triton_mm_2564 0.3899 ms 92.8% triton_mm_2565 0.4058 ms 89.2% triton_mm_2558 0.4967 ms 72.8% triton_mm_2556 0.4992 ms 72.5% triton_mm_2560 0.5033 ms 71.9% triton_mm_2559 0.5289 ms 68.4% triton_mm_2561 0.5302 ms 68.2% triton_mm_2557 0.5395 ms 67.1% SingleProcess AUTOTUNE benchmarking takes 9.6940 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1461 ms 100.0% triton_mm_2518 0.1696 ms 86.1% triton_mm_2522 0.1697 ms 86.1% triton_mm_2525 0.1742 ms 83.9% triton_mm_2520 0.1853 ms 78.8% triton_mm_2526 0.1878 ms 77.8% triton_mm_2521 0.1892 ms 77.2% triton_mm_2523 0.1994 ms 73.3% triton_mm_2519 0.2011 ms 72.7% triton_mm_2517 0.2282 ms 64.0% SingleProcess AUTOTUNE benchmarking takes 11.5062 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1337 ms 100.0% triton_mm_2506 0.1359 ms 98.4% triton_mm_2507 0.1416 ms 94.4% triton_mm_2508 0.1503 ms 89.0% triton_mm_2501 0.1667 ms 80.2% triton_mm_2499 0.1692 ms 79.0% triton_mm_2503 0.1700 ms 78.7% triton_mm_2500 0.1770 ms 75.6% triton_mm_2504 0.1844 ms 72.5% triton_mm_2502 0.1933 ms 69.1% SingleProcess AUTOTUNE benchmarking takes 10.7774 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_2592 0.0255 ms 100.0% triton_mm_2594 0.0255 ms 100.0% triton_mm_2598 0.0261 ms 97.7% triton_mm_2595 0.0264 ms 96.5% triton_mm_2588 0.0271 ms 94.1% triton_mm_2591 0.0272 ms 93.7% triton_mm_2596 0.0272 ms 93.7% triton_mm_2589 0.0273 ms 93.5% triton_mm_2597 0.0279 ms 91.4% triton_mm_2599 0.0279 ms 91.4% SingleProcess AUTOTUNE benchmarking takes 5.8496 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0399 ms 100.0% triton_mm_2574 0.0416 ms 95.8% triton_mm_2570 0.0423 ms 94.3% triton_mm_2578 0.0530 ms 75.2% triton_mm_2582 0.0680 ms 58.7% triton_mm_2569 0.0720 ms 55.4% triton_mm_2568 0.0790 ms 50.5% triton_mm_2573 0.0843 ms 47.3% triton_mm_2577 0.0862 ms 46.3% triton_mm_2567 0.0910 ms 43.8% SingleProcess AUTOTUNE benchmarking takes 6.6110 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5334 ms 100.0% triton_mm_2616 0.5406 ms 98.7% triton_mm_2617 0.5620 ms 94.9% triton_mm_2618 0.6054 ms 88.1% triton_mm_2611 0.6771 ms 78.8% triton_mm_2609 0.6802 ms 78.4% triton_mm_2613 0.6820 ms 78.2% triton_mm_2610 0.7180 ms 74.3% triton_mm_2614 0.7393 ms 72.2% triton_mm_2612 0.7688 ms 69.4% SingleProcess AUTOTUNE benchmarking takes 2.5998 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4903 ms 100.0% triton_mm_2654 0.5259 ms 93.2% triton_mm_2655 0.5358 ms 91.5% triton_mm_2656 0.5571 ms 88.0% triton_mm_2647 0.6612 ms 74.2% triton_mm_2649 0.6681 ms 73.4% triton_mm_2651 0.6755 ms 72.6% triton_mm_2650 0.6930 ms 70.8% triton_mm_2648 0.7338 ms 66.8% triton_mm_2652 0.7478 ms 65.6% SingleProcess AUTOTUNE benchmarking takes 2.5997 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5261 ms 100.0% triton_mm_2673 0.5587 ms 94.2% triton_mm_2674 0.5781 ms 91.0% triton_mm_2675 0.6044 ms 87.0% triton_mm_2668 0.6646 ms 79.2% triton_mm_2666 0.6763 ms 77.8% triton_mm_2670 0.6855 ms 76.8% triton_mm_2669 0.7209 ms 73.0% triton_mm_2671 0.7372 ms 71.4% triton_mm_2667 0.7510 ms 70.1% SingleProcess AUTOTUNE benchmarking takes 2.5930 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x4608, 4608x1536) mm 0.3704 ms 100.0% triton_mm_2730 0.3937 ms 94.1% triton_mm_2731 0.4060 ms 91.2% triton_mm_2732 0.4204 ms 88.1% triton_mm_2725 0.4946 ms 74.9% triton_mm_2723 0.4988 ms 74.3% triton_mm_2727 0.5094 ms 72.7% triton_mm_2726 0.5205 ms 71.2% triton_mm_2724 0.5484 ms 67.5% triton_mm_2728 0.5599 ms 66.2% SingleProcess AUTOTUNE benchmarking takes 2.5616 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x6864, 6864x1536) mm 0.3631 ms 100.0% triton_mm_2749 0.3845 ms 94.4% triton_mm_2750 0.3947 ms 92.0% triton_mm_2751 0.4110 ms 88.3% triton_mm_2744 0.5025 ms 72.3% triton_mm_2742 0.5072 ms 71.6% triton_mm_2746 0.5137 ms 70.7% triton_mm_2747 0.5384 ms 67.4% triton_mm_2745 0.5410 ms 67.1% triton_mm_2743 0.5456 ms 66.6% SingleProcess AUTOTUNE benchmarking takes 2.5614 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1476 ms 100.0% triton_mm_2704 0.1719 ms 85.9% triton_mm_2708 0.1726 ms 85.5% triton_mm_2711 0.1746 ms 84.6% triton_mm_2706 0.1866 ms 79.1% triton_mm_2712 0.1891 ms 78.1% triton_mm_2707 0.1906 ms 77.4% triton_mm_2713 0.1932 ms 76.4% triton_mm_2709 0.2018 ms 73.2% triton_mm_2705 0.2031 ms 72.7% SingleProcess AUTOTUNE benchmarking takes 2.4639 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1345 ms 100.0% triton_mm_2692 0.1375 ms 97.9% triton_mm_2693 0.1440 ms 93.4% triton_mm_2694 0.1510 ms 89.1% triton_mm_2687 0.1693 ms 79.5% triton_mm_2685 0.1703 ms 79.0% triton_mm_2689 0.1723 ms 78.1% triton_mm_2686 0.1801 ms 74.7% triton_mm_2690 0.1866 ms 72.1% triton_mm_2688 0.1931 ms 69.7% SingleProcess AUTOTUNE benchmarking takes 2.4589 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_2778 0.0255 ms 100.0% triton_mm_2784 0.0261 ms 97.8% triton_mm_2775 0.0262 ms 97.3% triton_mm_2777 0.0263 ms 97.2% triton_mm_2781 0.0265 ms 96.3% triton_mm_2780 0.0268 ms 95.3% triton_mm_2779 0.0268 ms 95.1% triton_mm_2782 0.0273 ms 93.7% triton_mm_2785 0.0279 ms 91.5% triton_mm_2776 0.0282 ms 90.7% SingleProcess AUTOTUNE benchmarking takes 2.1458 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0399 ms 100.0% triton_mm_2760 0.0404 ms 98.7% triton_mm_2756 0.0427 ms 93.5% triton_mm_2764 0.0543 ms 73.4% triton_mm_2768 0.0679 ms 58.7% triton_mm_2755 0.0729 ms 54.7% triton_mm_2754 0.0782 ms 51.0% triton_mm_2759 0.0852 ms 46.8% triton_mm_2763 0.0871 ms 45.8% triton_mm_2753 0.0910 ms 43.8% SingleProcess AUTOTUNE benchmarking takes 2.1121 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4902 ms 100.0% triton_mm_2840 0.5235 ms 93.6% triton_mm_2841 0.5368 ms 91.3% triton_mm_2842 0.5572 ms 88.0% triton_mm_2835 0.6637 ms 73.9% triton_mm_2833 0.6689 ms 73.3% triton_mm_2837 0.6718 ms 73.0% triton_mm_2836 0.7013 ms 69.9% triton_mm_2834 0.7344 ms 66.7% triton_mm_2838 0.7475 ms 65.6% SingleProcess AUTOTUNE benchmarking takes 2.6025 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5261 ms 100.0% triton_mm_2859 0.5568 ms 94.5% triton_mm_2860 0.5783 ms 91.0% triton_mm_2861 0.6028 ms 87.3% triton_mm_2854 0.6675 ms 78.8% triton_mm_2852 0.6786 ms 77.5% triton_mm_2856 0.6877 ms 76.5% triton_mm_2855 0.7211 ms 73.0% triton_mm_2857 0.7367 ms 71.4% triton_mm_2853 0.7463 ms 70.5% SingleProcess AUTOTUNE benchmarking takes 2.5903 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x4608, 4608x1536) mm 0.3698 ms 100.0% triton_mm_2916 0.3936 ms 93.9% triton_mm_2917 0.4052 ms 91.3% triton_mm_2918 0.4215 ms 87.7% triton_mm_2911 0.4974 ms 74.3% triton_mm_2909 0.4989 ms 74.1% triton_mm_2913 0.5090 ms 72.6% triton_mm_2912 0.5202 ms 71.1% triton_mm_2910 0.5494 ms 67.3% triton_mm_2914 0.5599 ms 66.0% SingleProcess AUTOTUNE benchmarking takes 2.5696 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x6864, 6864x1536) mm 0.3648 ms 100.0% triton_mm_2935 0.3844 ms 94.9% triton_mm_2936 0.3958 ms 92.2% triton_mm_2937 0.4118 ms 88.6% triton_mm_2930 0.5040 ms 72.4% triton_mm_2928 0.5079 ms 71.8% triton_mm_2932 0.5141 ms 71.0% triton_mm_2931 0.5396 ms 67.6% triton_mm_2933 0.5401 ms 67.5% triton_mm_2929 0.5465 ms 66.7% SingleProcess AUTOTUNE benchmarking takes 2.5677 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1487 ms 100.0% triton_mm_2890 0.1716 ms 86.6% triton_mm_2894 0.1721 ms 86.4% triton_mm_2897 0.1756 ms 84.7% triton_mm_2892 0.1874 ms 79.3% triton_mm_2898 0.1885 ms 78.9% triton_mm_2893 0.1915 ms 77.7% triton_mm_2899 0.1926 ms 77.2% triton_mm_2895 0.2007 ms 74.1% triton_mm_2891 0.2029 ms 73.3% SingleProcess AUTOTUNE benchmarking takes 2.4725 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1339 ms 100.0% triton_mm_2878 0.1377 ms 97.2% triton_mm_2879 0.1445 ms 92.7% triton_mm_2880 0.1513 ms 88.5% triton_mm_2873 0.1693 ms 79.1% triton_mm_2871 0.1717 ms 78.0% triton_mm_2875 0.1735 ms 77.2% triton_mm_2872 0.1804 ms 74.2% triton_mm_2876 0.1877 ms 71.3% triton_mm_2874 0.1952 ms 68.6% SingleProcess AUTOTUNE benchmarking takes 2.4643 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4908 ms 100.0% triton_mm_3026 0.5260 ms 93.3% triton_mm_3027 0.5360 ms 91.6% triton_mm_3028 0.5570 ms 88.1% triton_mm_3023 0.6672 ms 73.6% triton_mm_3021 0.6689 ms 73.4% triton_mm_3019 0.6702 ms 73.2% triton_mm_3022 0.6973 ms 70.4% triton_mm_3020 0.7374 ms 66.6% triton_mm_3024 0.7500 ms 65.4% SingleProcess AUTOTUNE benchmarking takes 2.6159 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5258 ms 100.0% triton_mm_3045 0.5579 ms 94.3% triton_mm_3046 0.5776 ms 91.0% triton_mm_3047 0.6027 ms 87.2% triton_mm_3040 0.6689 ms 78.6% triton_mm_3038 0.6775 ms 77.6% triton_mm_3042 0.6871 ms 76.5% triton_mm_3041 0.7198 ms 73.1% triton_mm_3043 0.7391 ms 71.1% triton_mm_3039 0.7479 ms 70.3% SingleProcess AUTOTUNE benchmarking takes 2.5984 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1461 ms 100.0% triton_mm_3076 0.1703 ms 85.8% triton_mm_3080 0.1718 ms 85.0% triton_mm_3083 0.1752 ms 83.4% triton_mm_3078 0.1869 ms 78.2% triton_mm_3084 0.1883 ms 77.6% triton_mm_3079 0.1902 ms 76.8% triton_mm_3085 0.1925 ms 75.9% triton_mm_3081 0.2006 ms 72.9% triton_mm_3077 0.2026 ms 72.1% SingleProcess AUTOTUNE benchmarking takes 2.4652 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1340 ms 100.0% triton_mm_3064 0.1366 ms 98.1% triton_mm_3065 0.1432 ms 93.6% triton_mm_3066 0.1518 ms 88.3% triton_mm_3059 0.1683 ms 79.6% triton_mm_3057 0.1700 ms 78.8% triton_mm_3061 0.1720 ms 77.9% triton_mm_3058 0.1791 ms 74.8% triton_mm_3062 0.1876 ms 71.4% triton_mm_3060 0.1943 ms 69.0% SingleProcess AUTOTUNE benchmarking takes 2.4659 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4900 ms 100.0% triton_mm_3212 0.5242 ms 93.5% triton_mm_3213 0.5356 ms 91.5% triton_mm_3214 0.5565 ms 88.0% triton_mm_3205 0.6620 ms 74.0% triton_mm_3207 0.6629 ms 73.9% triton_mm_3209 0.6712 ms 73.0% triton_mm_3208 0.6938 ms 70.6% triton_mm_3206 0.7347 ms 66.7% triton_mm_3210 0.7474 ms 65.6% SingleProcess AUTOTUNE benchmarking takes 2.6012 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5251 ms 100.0% triton_mm_3231 0.5576 ms 94.2% triton_mm_3232 0.5788 ms 90.7% triton_mm_3233 0.6044 ms 86.9% triton_mm_3226 0.6670 ms 78.7% triton_mm_3224 0.6789 ms 77.4% triton_mm_3228 0.6863 ms 76.5% triton_mm_3227 0.7224 ms 72.7% triton_mm_3229 0.7392 ms 71.0% triton_mm_3225 0.7473 ms 70.3% SingleProcess AUTOTUNE benchmarking takes 2.6003 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) triton_mm_3262 0.1695 ms 100.0% triton_mm_3266 0.1711 ms 99.1% mm 0.1732 ms 97.8% triton_mm_3269 0.1753 ms 96.7% triton_mm_3264 0.1860 ms 91.1% triton_mm_3270 0.1881 ms 90.1% triton_mm_3265 0.1895 ms 89.5% triton_mm_3271 0.1923 ms 88.2% triton_mm_3267 0.1994 ms 85.0% triton_mm_3263 0.2012 ms 84.2% SingleProcess AUTOTUNE benchmarking takes 2.4589 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1342 ms 100.0% triton_mm_3250 0.1375 ms 97.6% triton_mm_3251 0.1441 ms 93.1% triton_mm_3252 0.1522 ms 88.2% triton_mm_3245 0.1684 ms 79.7% triton_mm_3243 0.1704 ms 78.7% triton_mm_3247 0.1729 ms 77.6% triton_mm_3244 0.1787 ms 75.1% triton_mm_3248 0.1875 ms 71.6% triton_mm_3246 0.1940 ms 69.2% SingleProcess AUTOTUNE benchmarking takes 2.4744 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x768, 768x2048) triton_mm_5778 0.0999 ms 100.0% mm 0.1012 ms 98.7% triton_mm_5779 0.1036 ms 96.4% triton_mm_5771 0.1180 ms 84.6% triton_mm_5775 0.1190 ms 83.9% triton_mm_5773 0.1191 ms 83.9% triton_mm_5772 0.1283 ms 77.8% triton_mm_5780 0.1284 ms 77.8% triton_mm_5776 0.1327 ms 75.2% triton_mm_5774 0.1572 ms 63.5% SingleProcess AUTOTUNE benchmarking takes 10.8817 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x2048, 2048x2048) mm 0.2331 ms 100.0% triton_mm_5816 0.2340 ms 99.6% triton_mm_5817 0.2437 ms 95.6% triton_mm_5818 0.2588 ms 90.1% triton_mm_5809 0.2939 ms 79.3% triton_mm_5811 0.2957 ms 78.8% triton_mm_5813 0.2993 ms 77.9% triton_mm_5812 0.3201 ms 72.8% triton_mm_5810 0.3254 ms 71.6% triton_mm_5814 0.3335 ms 69.9% SingleProcess AUTOTUNE benchmarking takes 10.5417 seconds and 0.0000 seconds precompiling AUTOTUNE mm(2048x6864, 6864x2048) mm 0.2416 ms 100.0% triton_mm_5835 0.2787 ms 86.7% triton_mm_5836 0.2861 ms 84.5% triton_mm_5837 0.2929 ms 82.5% triton_mm_5832 0.3146 ms 76.8% triton_mm_5828 0.3155 ms 76.6% triton_mm_5831 0.3220 ms 75.0% triton_mm_5830 0.3243 ms 74.5% triton_mm_5833 0.3254 ms 74.3% triton_mm_5829 0.3362 ms 71.9% SingleProcess AUTOTUNE benchmarking takes 10.0896 seconds and 0.0000 seconds precompiling AUTOTUNE mm(2048x6864, 6864x1536) mm 0.1768 ms 100.0% triton_mm_5873 0.1850 ms 95.6% triton_mm_5874 0.1920 ms 92.1% triton_mm_5875 0.1980 ms 89.3% triton_mm_5869 0.2515 ms 70.3% triton_mm_5871 0.2606 ms 67.9% triton_mm_5867 0.2641 ms 67.0% triton_mm_5868 0.2664 ms 66.4% triton_mm_5870 0.2717 ms 65.1% triton_mm_5866 0.2726 ms 64.9% SingleProcess AUTOTUNE benchmarking takes 10.0442 seconds and 0.0000 seconds precompiling AUTOTUNE mm(768x6864, 6864x2048) mm 0.0958 ms 100.0% triton_mm_5798 0.1092 ms 87.7% triton_mm_5792 0.1168 ms 82.0% triton_mm_5799 0.1211 ms 79.1% triton_mm_5797 0.1221 ms 78.4% triton_mm_5790 0.1230 ms 77.8% triton_mm_5794 0.1255 ms 76.3% triton_mm_5793 0.1278 ms 75.0% triton_mm_5795 0.1313 ms 72.9% triton_mm_5791 0.1338 ms 71.6% SingleProcess AUTOTUNE benchmarking takes 10.0159 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x2048, 2048x1536) mm 0.1725 ms 100.0% triton_mm_5854 0.1777 ms 97.1% triton_mm_5855 0.1846 ms 93.5% triton_mm_5856 0.1935 ms 89.2% triton_mm_5849 0.2193 ms 78.7% triton_mm_5851 0.2213 ms 78.0% triton_mm_5847 0.2225 ms 77.6% triton_mm_5850 0.2415 ms 71.4% triton_mm_5848 0.2456 ms 70.3% triton_mm_5852 0.2501 ms 69.0% SingleProcess AUTOTUNE benchmarking takes 10.4482 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6840, 6840x28) mm 0.0362 ms 100.0% triton_mm_7003 0.0475 ms 76.1% triton_mm_6996 0.0487 ms 74.2% triton_mm_6994 0.0587 ms 61.6% triton_mm_6995 0.0660 ms 54.8% triton_mm_7002 0.0703 ms 51.4% triton_mm_6999 0.0722 ms 50.1% triton_mm_6993 0.0732 ms 49.4% triton_mm_7008 0.0749 ms 48.2% triton_mm_7001 0.0807 ms 44.8% SingleProcess AUTOTUNE benchmarking takes 6.8703 seconds and 0.0000 seconds precompiling /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2198: UserWarning: Overwriting vit_tiny_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2207: UserWarning: Overwriting vit_tiny_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_tiny_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_tiny_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2216: UserWarning: Overwriting vit_small_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2225: UserWarning: Overwriting vit_small_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2234: UserWarning: Overwriting vit_small_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2243: UserWarning: Overwriting vit_small_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2252: UserWarning: Overwriting vit_small_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2261: UserWarning: Overwriting vit_base_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2271: UserWarning: Overwriting vit_base_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2281: UserWarning: Overwriting vit_base_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2291: UserWarning: Overwriting vit_base_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2301: UserWarning: Overwriting vit_base_patch8_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch8_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch8_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2311: UserWarning: Overwriting vit_large_patch32_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2320: UserWarning: Overwriting vit_large_patch32_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch32_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch32_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2330: UserWarning: Overwriting vit_large_patch16_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2340: UserWarning: Overwriting vit_large_patch16_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2350: UserWarning: Overwriting vit_large_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2359: UserWarning: Overwriting vit_huge_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2368: UserWarning: Overwriting vit_giant_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2377: UserWarning: Overwriting vit_gigantic_patch14_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2387: UserWarning: Overwriting vit_base_patch16_224_miil in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_224_miil. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_224_miil(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2398: UserWarning: Overwriting vit_medium_patch16_gap_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2410: UserWarning: Overwriting vit_medium_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2422: UserWarning: Overwriting vit_medium_patch16_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2434: UserWarning: Overwriting vit_betwixt_patch16_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2446: UserWarning: Overwriting vit_base_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2457: UserWarning: Overwriting vit_huge_patch14_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2468: UserWarning: Overwriting vit_huge_patch16_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch16_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch16_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2479: UserWarning: Overwriting vit_giant_patch16_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch16_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch16_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2491: UserWarning: Overwriting vit_xsmall_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_xsmall_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_xsmall_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2500: UserWarning: Overwriting vit_medium_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2510: UserWarning: Overwriting vit_medium_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2519: UserWarning: Overwriting vit_betwixt_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2529: UserWarning: Overwriting vit_base_patch32_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2540: UserWarning: Overwriting vit_base_patch32_clip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2551: UserWarning: Overwriting vit_base_patch32_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2562: UserWarning: Overwriting vit_base_patch32_clip_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2573: UserWarning: Overwriting vit_base_patch16_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2583: UserWarning: Overwriting vit_base_patch16_clip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2593: UserWarning: Overwriting vit_large_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2603: UserWarning: Overwriting vit_large_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2613: UserWarning: Overwriting vit_huge_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2623: UserWarning: Overwriting vit_huge_patch14_clip_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2633: UserWarning: Overwriting vit_huge_patch14_clip_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2643: UserWarning: Overwriting vit_giant_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2656: UserWarning: Overwriting vit_gigantic_patch14_clip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_gigantic_patch14_clip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_gigantic_patch14_clip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2669: UserWarning: Overwriting vit_base_patch32_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2681: UserWarning: Overwriting vit_base_patch16_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2693: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2705: UserWarning: Overwriting vit_large_patch14_clip_quickgelu_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_clip_quickgelu_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_clip_quickgelu_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2717: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2729: UserWarning: Overwriting vit_huge_patch14_clip_quickgelu_378 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_clip_quickgelu_378. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_clip_quickgelu_378(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2743: UserWarning: Overwriting vit_base_patch32_plus_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch32_plus_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch32_plus_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2753: UserWarning: Overwriting vit_base_patch16_plus_240 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_plus_240. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_plus_240(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2763: UserWarning: Overwriting vit_base_patch16_rpn_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_rpn_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_rpn_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2775: UserWarning: Overwriting vit_small_patch16_36x1_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_36x1_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_36x1_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2787: UserWarning: Overwriting vit_small_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2800: UserWarning: Overwriting vit_base_patch16_18x2_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_18x2_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_18x2_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2812: UserWarning: Overwriting eva_large_patch14_196 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_196. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_196(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2821: UserWarning: Overwriting eva_large_patch14_336 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.eva_large_patch14_336. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def eva_large_patch14_336(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2829: UserWarning: Overwriting flexivit_small in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_small. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_small(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2838: UserWarning: Overwriting flexivit_base in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_base. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_base(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2847: UserWarning: Overwriting flexivit_large in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.flexivit_large. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def flexivit_large(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2856: UserWarning: Overwriting vit_base_patch16_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2869: UserWarning: Overwriting vit_large_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2882: UserWarning: Overwriting vit_huge_patch14_xp_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_huge_patch14_xp_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_huge_patch14_xp_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2895: UserWarning: Overwriting vit_small_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2905: UserWarning: Overwriting vit_base_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2915: UserWarning: Overwriting vit_large_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2925: UserWarning: Overwriting vit_giant_patch14_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2942: UserWarning: Overwriting vit_small_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_small_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_small_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2955: UserWarning: Overwriting vit_base_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2968: UserWarning: Overwriting vit_large_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2981: UserWarning: Overwriting vit_giant_patch14_reg4_dinov2 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_giant_patch14_reg4_dinov2. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_giant_patch14_reg4_dinov2(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:2998: UserWarning: Overwriting vit_base_patch16_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3008: UserWarning: Overwriting vit_base_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3018: UserWarning: Overwriting vit_base_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3028: UserWarning: Overwriting vit_base_patch16_siglip_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3038: UserWarning: Overwriting vit_large_patch16_siglip_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3048: UserWarning: Overwriting vit_large_patch16_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3058: UserWarning: Overwriting vit_so400m_patch14_siglip_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3068: UserWarning: Overwriting vit_so400m_patch14_siglip_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3078: UserWarning: Overwriting vit_base_patch16_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3089: UserWarning: Overwriting vit_base_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3100: UserWarning: Overwriting vit_base_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3111: UserWarning: Overwriting vit_base_patch16_siglip_gap_512 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_siglip_gap_512. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_siglip_gap_512(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3122: UserWarning: Overwriting vit_large_patch16_siglip_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3133: UserWarning: Overwriting vit_large_patch16_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_large_patch16_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_large_patch16_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3144: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_224 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_224. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_224(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3156: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_384 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_384. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_384(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3168: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_448 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_448. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_448(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3180: UserWarning: Overwriting vit_so400m_patch14_siglip_gap_896 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so400m_patch14_siglip_gap_896. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so400m_patch14_siglip_gap_896(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3192: UserWarning: Overwriting vit_wee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_wee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_wee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3203: UserWarning: Overwriting vit_pwee_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_pwee_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_pwee_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3214: UserWarning: Overwriting vit_little_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3225: UserWarning: Overwriting vit_little_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_little_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_little_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3236: UserWarning: Overwriting vit_medium_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3247: UserWarning: Overwriting vit_medium_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_medium_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_medium_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3258: UserWarning: Overwriting vit_mediumd_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_mediumd_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_mediumd_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3269: UserWarning: Overwriting vit_betwixt_patch16_reg1_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg1_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg1_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3280: UserWarning: Overwriting vit_betwixt_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_betwixt_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_betwixt_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3291: UserWarning: Overwriting vit_base_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_base_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_base_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3302: UserWarning: Overwriting vit_so150m_patch16_reg4_map_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_map_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_map_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/tokenizer/tokenizer_image/dino_enc/vision_transformer.py:3313: UserWarning: Overwriting vit_so150m_patch16_reg4_gap_256 in registry with tokenizer.tokenizer_image.dino_enc.vision_transformer.vit_so150m_patch16_reg4_gap_256. This is because the name being registered conflicts with an existing name. Please check if this is not expected. def vit_so150m_patch16_reg4_gap_256(pretrained: bool = False, **kwargs) -> VisionTransformer: /home/user/VAR/train.py:99: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature. checkpoint = torch.load(vae_ckpt, map_location="cpu") /home/user/VAR/utils/amp_sc.py:27: FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead. self.scaler = torch.cuda.amp.GradScaler(init_scale=2. ** 11, growth_interval=1000) if self.using_fp16_rather_bf16 else None # only fp16 needs a scaler /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(6840x28, 28x1536) triton_mm_7 0.0330 ms 100.0% triton_mm_8 0.0330 ms 99.9% triton_mm_6 0.0331 ms 99.7% triton_mm_11 0.0332 ms 99.5% triton_mm_9 0.0341 ms 96.6% triton_mm_12 0.0342 ms 96.4% triton_mm_4 0.0351 ms 94.1% triton_mm_16 0.0367 ms 89.8% triton_mm_14 0.0368 ms 89.7% triton_mm_15 0.0371 ms 89.0% SingleProcess AUTOTUNE benchmarking takes 2.0544 seconds and 0.0127 seconds precompiling AUTOTUNE addmm(24x9216, 24x1536, 1536x9216) triton_mm_33 0.0357 ms 100.0% triton_mm_29 0.0358 ms 99.8% triton_mm_25 0.0364 ms 98.2% triton_mm_24 0.0365 ms 97.9% triton_mm_28 0.0369 ms 96.7% triton_mm_18 0.0374 ms 95.4% triton_mm_21 0.0376 ms 95.0% bias_addmm 0.0382 ms 93.5% triton_mm_19 0.0413 ms 86.5% triton_mm_31 0.0421 ms 84.9% SingleProcess AUTOTUNE benchmarking takes 2.1758 seconds and 0.0009 seconds precompiling AUTOTUNE addmm(6864x4608, 6864x1536, 1536x4608) triton_mm_51 0.4204 ms 100.0% triton_mm_50 0.4238 ms 99.2% triton_mm_52 0.4710 ms 89.3% triton_mm_45 0.4984 ms 84.3% triton_mm_43 0.5252 ms 80.0% triton_mm_47 0.5304 ms 79.3% triton_mm_44 0.5821 ms 72.2% triton_mm_46 0.5951 ms 70.6% triton_mm_48 0.5986 ms 70.2% addmm 0.6140 ms 68.5% SingleProcess AUTOTUNE benchmarking takes 2.8034 seconds and 0.0517 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x1536, 1536x1536) triton_mm_70 0.1418 ms 100.0% triton_mm_69 0.1423 ms 99.6% bias_addmm 0.1577 ms 89.9% triton_mm_71 0.1578 ms 89.8% addmm 0.1704 ms 83.2% triton_mm_64 0.1708 ms 83.0% triton_mm_62 0.1775 ms 79.8% triton_mm_66 0.1776 ms 79.8% triton_mm_63 0.1949 ms 72.7% triton_mm_67 0.2007 ms 70.6% SingleProcess AUTOTUNE benchmarking takes 2.5874 seconds and 0.0014 seconds precompiling AUTOTUNE addmm(6864x6144, 6864x1536, 1536x6144) triton_mm_89 0.5656 ms 100.0% triton_mm_88 0.5660 ms 99.9% triton_mm_90 0.6306 ms 89.7% triton_mm_83 0.6711 ms 84.3% addmm 0.6976 ms 81.1% triton_mm_85 0.7109 ms 79.6% triton_mm_81 0.7286 ms 77.6% triton_mm_82 0.7953 ms 71.1% triton_mm_84 0.7998 ms 70.7% triton_mm_86 0.8043 ms 70.3% SingleProcess AUTOTUNE benchmarking takes 2.7331 seconds and 0.6770 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_108 0.5239 ms 100.0% triton_mm_107 0.5454 ms 96.1% triton_mm_109 0.5599 ms 93.6% addmm 0.5602 ms 93.5% bias_addmm 0.6076 ms 86.2% triton_mm_102 0.6556 ms 79.9% triton_mm_100 0.6861 ms 76.3% triton_mm_104 0.6888 ms 76.1% triton_mm_103 0.6956 ms 75.3% triton_mm_105 0.7646 ms 68.5% SingleProcess AUTOTUNE benchmarking takes 2.7397 seconds and 0.1488 seconds precompiling AUTOTUNE addmm(24x9216, 24x1536, 1536x9216) triton_mm_122 0.0351 ms 100.0% triton_mm_126 0.0352 ms 99.7% triton_mm_121 0.0359 ms 97.6% triton_mm_114 0.0370 ms 94.9% triton_mm_118 0.0370 ms 94.7% bias_addmm 0.0372 ms 94.4% triton_mm_117 0.0373 ms 94.0% triton_mm_111 0.0375 ms 93.6% triton_mm_112 0.0412 ms 85.2% triton_mm_113 0.0412 ms 85.2% SingleProcess AUTOTUNE benchmarking takes 2.2022 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_201 0.5253 ms 100.0% triton_mm_200 0.5450 ms 96.4% triton_mm_202 0.5601 ms 93.8% addmm 0.5616 ms 93.5% bias_addmm 0.6070 ms 86.5% triton_mm_195 0.6608 ms 79.5% triton_mm_193 0.6885 ms 76.3% triton_mm_197 0.6901 ms 76.1% triton_mm_196 0.6941 ms 75.7% triton_mm_198 0.7720 ms 68.1% SingleProcess AUTOTUNE benchmarking takes 2.7271 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_294 0.5247 ms 100.0% triton_mm_293 0.5421 ms 96.8% triton_mm_295 0.5614 ms 93.5% addmm 0.6022 ms 87.1% bias_addmm 0.6072 ms 86.4% triton_mm_288 0.6566 ms 79.9% triton_mm_290 0.6887 ms 76.2% triton_mm_286 0.6913 ms 75.9% triton_mm_289 0.7019 ms 74.8% triton_mm_291 0.7648 ms 68.6% SingleProcess AUTOTUNE benchmarking takes 2.7333 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_387 0.5250 ms 100.0% triton_mm_386 0.5415 ms 97.0% triton_mm_388 0.5605 ms 93.7% addmm 0.5620 ms 93.4% bias_addmm 0.6064 ms 86.6% triton_mm_381 0.6581 ms 79.8% triton_mm_383 0.6842 ms 76.7% triton_mm_379 0.6906 ms 76.0% triton_mm_382 0.6984 ms 75.2% triton_mm_384 0.7685 ms 68.3% SingleProcess AUTOTUNE benchmarking takes 2.7142 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_480 0.5237 ms 100.0% triton_mm_479 0.5454 ms 96.0% triton_mm_481 0.5602 ms 93.5% addmm 0.5622 ms 93.2% bias_addmm 0.6070 ms 86.3% triton_mm_474 0.6569 ms 79.7% triton_mm_476 0.6884 ms 76.1% triton_mm_472 0.6888 ms 76.0% triton_mm_475 0.6941 ms 75.4% triton_mm_477 0.7712 ms 67.9% SingleProcess AUTOTUNE benchmarking takes 2.7360 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_573 0.5243 ms 100.0% triton_mm_572 0.5459 ms 96.0% triton_mm_574 0.5661 ms 92.6% addmm 0.6023 ms 87.0% bias_addmm 0.6068 ms 86.4% triton_mm_567 0.6569 ms 79.8% triton_mm_565 0.6893 ms 76.1% triton_mm_569 0.6900 ms 76.0% triton_mm_568 0.6931 ms 75.6% triton_mm_570 0.7653 ms 68.5% SingleProcess AUTOTUNE benchmarking takes 2.7311 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x2048, 6864x1536, 1536x2048) triton_mm_591 0.1862 ms 100.0% triton_mm_592 0.1868 ms 99.7% triton_mm_593 0.2064 ms 90.2% triton_mm_586 0.2240 ms 83.1% triton_mm_584 0.2325 ms 80.1% triton_mm_588 0.2334 ms 79.8% bias_addmm 0.2414 ms 77.1% addmm 0.2466 ms 75.5% triton_mm_585 0.2563 ms 72.6% triton_mm_589 0.2629 ms 70.8% SingleProcess AUTOTUNE benchmarking takes 2.5859 seconds and 0.0083 seconds precompiling AUTOTUNE addmm(6864x2048, 6864x2048, 2048x2048) triton_mm_610 0.2410 ms 100.0% triton_mm_611 0.2414 ms 99.8% bias_addmm 0.2624 ms 91.8% triton_mm_612 0.2652 ms 90.9% triton_mm_605 0.2953 ms 81.6% triton_mm_603 0.3019 ms 79.8% addmm 0.3021 ms 79.8% triton_mm_607 0.3028 ms 79.6% triton_mm_606 0.3298 ms 73.1% triton_mm_608 0.3474 ms 69.4% SingleProcess AUTOTUNE benchmarking takes 2.6473 seconds and 0.0011 seconds precompiling AUTOTUNE mm(6864x2048, 2048x768) mm 0.0916 ms 100.0% triton_mm_630 0.0934 ms 98.0% triton_mm_631 0.0990 ms 92.5% triton_mm_629 0.0995 ms 92.0% triton_mm_624 0.1133 ms 80.8% triton_mm_626 0.1143 ms 80.1% triton_mm_622 0.1158 ms 79.1% triton_mm_625 0.1280 ms 71.5% triton_mm_627 0.1328 ms 68.9% triton_mm_623 0.1338 ms 68.4% SingleProcess AUTOTUNE benchmarking takes 2.4311 seconds and 0.0010 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_723 0.5258 ms 100.0% triton_mm_722 0.5419 ms 97.0% triton_mm_724 0.5605 ms 93.8% addmm 0.6021 ms 87.3% bias_addmm 0.6076 ms 86.5% triton_mm_717 0.6613 ms 79.5% triton_mm_719 0.6885 ms 76.4% triton_mm_715 0.6888 ms 76.3% triton_mm_718 0.7006 ms 75.1% triton_mm_720 0.7719 ms 68.1% SingleProcess AUTOTUNE benchmarking takes 2.7194 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_816 0.5234 ms 100.0% triton_mm_815 0.5425 ms 96.5% triton_mm_817 0.5599 ms 93.5% addmm 0.5630 ms 93.0% bias_addmm 0.6076 ms 86.1% triton_mm_810 0.6632 ms 78.9% triton_mm_812 0.6820 ms 76.7% triton_mm_808 0.6824 ms 76.7% triton_mm_811 0.6941 ms 75.4% triton_mm_813 0.7659 ms 68.3% SingleProcess AUTOTUNE benchmarking takes 2.7347 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_909 0.5249 ms 100.0% triton_mm_908 0.5449 ms 96.3% triton_mm_910 0.5602 ms 93.7% addmm 0.5626 ms 93.3% bias_addmm 0.6068 ms 86.5% triton_mm_903 0.6607 ms 79.4% triton_mm_905 0.6885 ms 76.2% triton_mm_901 0.6886 ms 76.2% triton_mm_904 0.6963 ms 75.4% triton_mm_906 0.7643 ms 68.7% SingleProcess AUTOTUNE benchmarking takes 2.7333 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_1002 0.5284 ms 100.0% triton_mm_1001 0.5461 ms 96.8% triton_mm_1003 0.5654 ms 93.4% addmm 0.6022 ms 87.7% bias_addmm 0.6126 ms 86.3% triton_mm_996 0.6615 ms 79.9% triton_mm_994 0.6883 ms 76.8% triton_mm_998 0.6905 ms 76.5% triton_mm_997 0.7007 ms 75.4% triton_mm_999 0.7637 ms 69.2% SingleProcess AUTOTUNE benchmarking takes 2.7362 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x1536, 1536x3072) triton_mm_2310 0.0165 ms 100.0% triton_mm_2314 0.0175 ms 94.1% triton_mm_2318 0.0182 ms 90.4% mm 0.0197 ms 83.5% triton_mm_2322 0.0201 ms 81.9% triton_mm_2309 0.0222 ms 74.1% triton_mm_2313 0.0228 ms 72.3% triton_mm_2317 0.0228 ms 72.1% triton_mm_2307 0.0244 ms 67.7% triton_mm_2320 0.0258 ms 64.0% SingleProcess AUTOTUNE benchmarking takes 7.4500 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x32768, 6864x1536, 1536x32768) bias_addmm 2.9185 ms 100.0% triton_mm_2340 3.0234 ms 96.5% triton_mm_2339 3.0399 ms 96.0% triton_mm_2341 3.3482 ms 87.2% triton_mm_2334 3.6532 ms 79.9% addmm 3.7165 ms 78.5% triton_mm_2336 3.7856 ms 77.1% triton_mm_2332 3.9166 ms 74.5% triton_mm_2335 4.2618 ms 68.5% triton_mm_2337 4.2913 ms 68.0% SingleProcess AUTOTUNE benchmarking takes 12.6764 seconds and 0.0000 seconds precompiling /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(32768x6864, 6864x1536) mm 2.7428 ms 100.0% triton_mm_2377 2.8028 ms 97.9% triton_mm_2378 2.8993 ms 94.6% triton_mm_2379 3.0044 ms 91.3% triton_mm_2372 3.5847 ms 76.5% triton_mm_2370 3.6451 ms 75.2% triton_mm_2374 3.7290 ms 73.6% triton_mm_2373 3.8026 ms 72.1% triton_mm_2375 3.9355 ms 69.7% triton_mm_2371 3.9837 ms 68.8% SingleProcess AUTOTUNE benchmarking takes 10.3829 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5318 ms 100.0% triton_mm_2449 0.5547 ms 95.9% triton_mm_2450 0.5734 ms 92.7% triton_mm_2451 0.5960 ms 89.2% triton_mm_2446 0.6759 ms 78.7% triton_mm_2444 0.6769 ms 78.6% triton_mm_2442 0.6896 ms 77.1% triton_mm_2445 0.7095 ms 75.0% triton_mm_2447 0.7228 ms 73.6% triton_mm_2443 0.7440 ms 71.5% SingleProcess AUTOTUNE benchmarking takes 9.9632 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3072x24, 24x1536) triton_mm_2403 0.0141 ms 100.0% triton_mm_2405 0.0141 ms 100.0% triton_mm_2408 0.0146 ms 96.7% triton_mm_2402 0.0148 ms 95.5% triton_mm_2404 0.0148 ms 95.2% triton_mm_2407 0.0148 ms 95.2% triton_mm_2409 0.0150 ms 94.0% triton_mm_2410 0.0150 ms 94.0% triton_mm_2406 0.0154 ms 91.4% triton_mm_2412 0.0155 ms 90.9% SingleProcess AUTOTUNE benchmarking takes 6.0560 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x3072, 3072x1536) triton_mm_2384 0.0193 ms 100.0% triton_mm_2388 0.0222 ms 87.0% mm 0.0222 ms 86.9% triton_mm_2392 0.0246 ms 78.4% triton_mm_2396 0.0292 ms 66.2% triton_mm_2383 0.0293 ms 65.8% triton_mm_2382 0.0313 ms 61.7% triton_mm_2387 0.0327 ms 59.1% triton_mm_2391 0.0338 ms 57.0% triton_mm_2381 0.0347 ms 55.6% SingleProcess AUTOTUNE benchmarking takes 7.2238 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x32768, 32768x1536) mm 2.5900 ms 100.0% triton_mm_2359 2.8295 ms 91.5% triton_mm_2358 2.8448 ms 91.0% triton_mm_2360 2.9278 ms 88.5% triton_mm_2354 3.6908 ms 70.2% triton_mm_2351 3.7248 ms 69.5% triton_mm_2353 3.8107 ms 68.0% triton_mm_2352 3.9506 ms 65.6% triton_mm_2356 4.0762 ms 63.5% triton_mm_2355 4.1079 ms 63.0% SingleProcess AUTOTUNE benchmarking takes 12.8653 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) triton_mm_2430 0.5375 ms 100.0% mm 0.5429 ms 99.0% triton_mm_2431 0.5559 ms 96.7% triton_mm_2432 0.5972 ms 90.0% triton_mm_2423 0.6727 ms 79.9% triton_mm_2425 0.6756 ms 79.6% triton_mm_2427 0.6828 ms 78.7% triton_mm_2424 0.7110 ms 75.6% triton_mm_2428 0.7324 ms 73.4% triton_mm_2426 0.7679 ms 70.0% SingleProcess AUTOTUNE benchmarking takes 10.9882 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4923 ms 100.0% triton_mm_2468 0.5207 ms 94.5% triton_mm_2469 0.5316 ms 92.6% triton_mm_2470 0.5495 ms 89.6% triton_mm_2461 0.6505 ms 75.7% triton_mm_2463 0.6515 ms 75.6% triton_mm_2465 0.6662 ms 73.9% triton_mm_2464 0.6835 ms 72.0% triton_mm_2462 0.7273 ms 67.7% triton_mm_2466 0.7418 ms 66.4% SingleProcess AUTOTUNE benchmarking takes 12.3541 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5237 ms 100.0% triton_mm_2487 0.5525 ms 94.8% triton_mm_2488 0.5715 ms 91.6% triton_mm_2489 0.5964 ms 87.8% triton_mm_2482 0.6588 ms 79.5% triton_mm_2480 0.6759 ms 77.5% triton_mm_2484 0.6782 ms 77.2% triton_mm_2483 0.7097 ms 73.8% triton_mm_2485 0.7284 ms 71.9% triton_mm_2481 0.7401 ms 70.8% SingleProcess AUTOTUNE benchmarking takes 9.9151 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x4608, 4608x1536) mm 0.3724 ms 100.0% triton_mm_2544 0.3895 ms 95.6% triton_mm_2545 0.4010 ms 92.9% triton_mm_2546 0.4167 ms 89.4% triton_mm_2539 0.4875 ms 76.4% triton_mm_2537 0.4925 ms 75.6% triton_mm_2541 0.5022 ms 74.2% triton_mm_2540 0.5128 ms 72.6% triton_mm_2538 0.5439 ms 68.5% triton_mm_2542 0.5573 ms 66.8% SingleProcess AUTOTUNE benchmarking takes 9.7294 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x6864, 6864x1536) mm 0.3623 ms 100.0% triton_mm_2563 0.3804 ms 95.2% triton_mm_2564 0.3922 ms 92.4% triton_mm_2565 0.4069 ms 89.0% triton_mm_2558 0.4984 ms 72.7% triton_mm_2556 0.5012 ms 72.3% triton_mm_2560 0.5069 ms 71.5% triton_mm_2559 0.5313 ms 68.2% triton_mm_2561 0.5332 ms 67.9% triton_mm_2557 0.5423 ms 66.8% SingleProcess AUTOTUNE benchmarking takes 9.8943 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1455 ms 100.0% triton_mm_2518 0.1694 ms 85.9% triton_mm_2522 0.1698 ms 85.7% triton_mm_2525 0.1750 ms 83.2% triton_mm_2520 0.1852 ms 78.6% triton_mm_2526 0.1885 ms 77.2% triton_mm_2521 0.1892 ms 76.9% triton_mm_2527 0.1912 ms 76.1% triton_mm_2523 0.1993 ms 73.0% triton_mm_2519 0.2011 ms 72.4% SingleProcess AUTOTUNE benchmarking takes 9.6447 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1325 ms 100.0% triton_mm_2506 0.1347 ms 98.4% triton_mm_2507 0.1411 ms 93.9% triton_mm_2508 0.1500 ms 88.4% triton_mm_2501 0.1670 ms 79.3% triton_mm_2499 0.1695 ms 78.2% triton_mm_2503 0.1712 ms 77.4% triton_mm_2500 0.1774 ms 74.7% triton_mm_2504 0.1850 ms 71.6% triton_mm_2497 0.2308 ms 57.4% SingleProcess AUTOTUNE benchmarking takes 10.6610 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_2595 0.0256 ms 100.0% triton_mm_2598 0.0263 ms 97.1% triton_mm_2589 0.0264 ms 96.7% triton_mm_2592 0.0266 ms 96.1% triton_mm_2594 0.0266 ms 96.0% triton_mm_2593 0.0271 ms 94.2% triton_mm_2591 0.0272 ms 93.9% triton_mm_2597 0.0281 ms 91.0% triton_mm_2588 0.0282 ms 90.7% triton_mm_2596 0.0283 ms 90.3% SingleProcess AUTOTUNE benchmarking takes 5.8440 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5295 ms 100.0% triton_mm_2635 0.5543 ms 95.5% triton_mm_2636 0.5764 ms 91.9% triton_mm_2637 0.5982 ms 88.5% triton_mm_2630 0.6772 ms 78.2% triton_mm_2632 0.6884 ms 76.9% triton_mm_2628 0.6890 ms 76.8% triton_mm_2631 0.7134 ms 74.2% triton_mm_2633 0.7338 ms 72.2% triton_mm_2629 0.7516 ms 70.4% SingleProcess AUTOTUNE benchmarking takes 2.6056 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0400 ms 100.0% triton_mm_2574 0.0404 ms 99.2% triton_mm_2570 0.0426 ms 94.0% triton_mm_2578 0.0530 ms 75.5% triton_mm_2582 0.0684 ms 58.5% triton_mm_2569 0.0717 ms 55.8% triton_mm_2568 0.0785 ms 51.0% triton_mm_2573 0.0846 ms 47.3% triton_mm_2577 0.0858 ms 46.6% triton_mm_2567 0.0915 ms 43.7% SingleProcess AUTOTUNE benchmarking takes 2.1255 seconds and 0.0009 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5362 ms 100.0% triton_mm_2616 0.5435 ms 98.7% triton_mm_2617 0.5646 ms 95.0% triton_mm_2618 0.6041 ms 88.8% triton_mm_2611 0.6698 ms 80.1% triton_mm_2609 0.6816 ms 78.7% triton_mm_2613 0.6817 ms 78.7% triton_mm_2610 0.7174 ms 74.7% triton_mm_2614 0.7406 ms 72.4% triton_mm_2612 0.7710 ms 69.5% SingleProcess AUTOTUNE benchmarking takes 2.5973 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4943 ms 100.0% triton_mm_2654 0.5245 ms 94.2% triton_mm_2655 0.5377 ms 91.9% triton_mm_2656 0.5616 ms 88.0% triton_mm_2649 0.6545 ms 75.5% triton_mm_2647 0.6620 ms 74.7% triton_mm_2651 0.6757 ms 73.1% triton_mm_2650 0.7104 ms 69.6% triton_mm_2648 0.7349 ms 67.3% triton_mm_2652 0.7483 ms 66.1% SingleProcess AUTOTUNE benchmarking takes 2.6046 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x4608, 4608x1536) mm 0.3731 ms 100.0% triton_mm_2730 0.3920 ms 95.2% triton_mm_2731 0.4023 ms 92.7% triton_mm_2732 0.4173 ms 89.4% triton_mm_2725 0.4922 ms 75.8% triton_mm_2723 0.4999 ms 74.6% triton_mm_2727 0.5052 ms 73.8% triton_mm_2726 0.5181 ms 72.0% triton_mm_2724 0.5534 ms 67.4% triton_mm_2728 0.5603 ms 66.6% SingleProcess AUTOTUNE benchmarking takes 2.5714 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x6864, 6864x1536) mm 0.3608 ms 100.0% triton_mm_2749 0.3802 ms 94.9% triton_mm_2750 0.3951 ms 91.3% triton_mm_2751 0.4120 ms 87.6% triton_mm_2744 0.5032 ms 71.7% triton_mm_2742 0.5042 ms 71.6% triton_mm_2746 0.5116 ms 70.5% triton_mm_2745 0.5395 ms 66.9% triton_mm_2747 0.5402 ms 66.8% triton_mm_2743 0.5460 ms 66.1% SingleProcess AUTOTUNE benchmarking takes 2.5710 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1471 ms 100.0% triton_mm_2704 0.1701 ms 86.5% triton_mm_2708 0.1709 ms 86.1% triton_mm_2711 0.1749 ms 84.1% triton_mm_2706 0.1853 ms 79.4% triton_mm_2712 0.1876 ms 78.4% triton_mm_2707 0.1890 ms 77.8% triton_mm_2713 0.1910 ms 77.0% triton_mm_2709 0.1992 ms 73.9% triton_mm_2705 0.2019 ms 72.9% SingleProcess AUTOTUNE benchmarking takes 2.4612 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1330 ms 100.0% triton_mm_2692 0.1351 ms 98.4% triton_mm_2693 0.1423 ms 93.5% triton_mm_2694 0.1504 ms 88.4% triton_mm_2687 0.1676 ms 79.4% triton_mm_2685 0.1699 ms 78.3% triton_mm_2689 0.1717 ms 77.5% triton_mm_2686 0.1780 ms 74.7% triton_mm_2690 0.1858 ms 71.6% triton_mm_2688 0.1935 ms 68.7% SingleProcess AUTOTUNE benchmarking takes 2.4641 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_2784 0.0263 ms 100.0% triton_mm_2781 0.0265 ms 99.3% triton_mm_2778 0.0266 ms 98.9% triton_mm_2780 0.0266 ms 98.9% triton_mm_2779 0.0272 ms 96.8% triton_mm_2775 0.0272 ms 96.6% triton_mm_2777 0.0272 ms 96.6% triton_mm_2774 0.0274 ms 96.1% triton_mm_2785 0.0281 ms 93.5% triton_mm_2776 0.0283 ms 93.0% SingleProcess AUTOTUNE benchmarking takes 2.1277 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5327 ms 100.0% triton_mm_2821 0.5548 ms 96.0% triton_mm_2822 0.5775 ms 92.2% triton_mm_2823 0.5991 ms 88.9% triton_mm_2816 0.6789 ms 78.5% triton_mm_2818 0.6861 ms 77.6% triton_mm_2814 0.6888 ms 77.3% triton_mm_2817 0.7176 ms 74.2% triton_mm_2819 0.7295 ms 73.0% triton_mm_2815 0.7514 ms 70.9% SingleProcess AUTOTUNE benchmarking takes 2.6002 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0400 ms 100.0% triton_mm_2760 0.0414 ms 96.6% triton_mm_2756 0.0426 ms 93.9% triton_mm_2764 0.0540 ms 74.2% triton_mm_2768 0.0689 ms 58.1% triton_mm_2755 0.0723 ms 55.4% triton_mm_2754 0.0778 ms 51.4% triton_mm_2759 0.0846 ms 47.3% triton_mm_2763 0.0864 ms 46.3% triton_mm_2753 0.0905 ms 44.2% SingleProcess AUTOTUNE benchmarking takes 2.1217 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) triton_mm_2802 0.5393 ms 100.0% mm 0.5401 ms 99.9% triton_mm_2803 0.5618 ms 96.0% triton_mm_2804 0.6029 ms 89.5% triton_mm_2797 0.6758 ms 79.8% triton_mm_2799 0.6829 ms 79.0% triton_mm_2795 0.6832 ms 78.9% triton_mm_2796 0.7182 ms 75.1% triton_mm_2800 0.7395 ms 72.9% triton_mm_2798 0.7759 ms 69.5% SingleProcess AUTOTUNE benchmarking takes 2.6077 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4948 ms 100.0% triton_mm_2840 0.5213 ms 94.9% triton_mm_2841 0.5332 ms 92.8% triton_mm_2842 0.5546 ms 89.2% triton_mm_2835 0.6558 ms 75.5% triton_mm_2833 0.6605 ms 74.9% triton_mm_2837 0.6821 ms 72.5% triton_mm_2836 0.7024 ms 70.4% triton_mm_2834 0.7324 ms 67.6% triton_mm_2838 0.7462 ms 66.3% SingleProcess AUTOTUNE benchmarking takes 2.6037 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1454 ms 100.0% triton_mm_2890 0.1695 ms 85.8% triton_mm_2894 0.1707 ms 85.2% triton_mm_2897 0.1749 ms 83.1% triton_mm_2892 0.1857 ms 78.3% triton_mm_2898 0.1876 ms 77.5% triton_mm_2893 0.1893 ms 76.8% triton_mm_2899 0.1910 ms 76.1% triton_mm_2895 0.1996 ms 72.9% triton_mm_2891 0.2016 ms 72.1% SingleProcess AUTOTUNE benchmarking takes 2.4731 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1330 ms 100.0% triton_mm_2878 0.1362 ms 97.7% triton_mm_2879 0.1428 ms 93.2% triton_mm_2880 0.1510 ms 88.1% triton_mm_2873 0.1685 ms 78.9% triton_mm_2871 0.1700 ms 78.3% triton_mm_2875 0.1716 ms 77.5% triton_mm_2872 0.1782 ms 74.6% triton_mm_2876 0.1857 ms 71.6% triton_mm_2874 0.1929 ms 69.0% SingleProcess AUTOTUNE benchmarking takes 2.4653 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_2967 0.0256 ms 100.0% triton_mm_2966 0.0258 ms 99.5% triton_mm_2961 0.0265 ms 96.7% triton_mm_2963 0.0265 ms 96.7% triton_mm_2964 0.0266 ms 96.3% triton_mm_2970 0.0272 ms 94.2% triton_mm_2968 0.0275 ms 93.2% triton_mm_2965 0.0279 ms 91.9% triton_mm_2960 0.0282 ms 90.9% triton_mm_2969 0.0282 ms 90.9% SingleProcess AUTOTUNE benchmarking takes 2.1326 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5273 ms 100.0% triton_mm_3007 0.5554 ms 94.9% triton_mm_3008 0.5775 ms 91.3% triton_mm_3009 0.5997 ms 87.9% triton_mm_3002 0.6785 ms 77.7% triton_mm_3004 0.6836 ms 77.1% triton_mm_3000 0.6892 ms 76.5% triton_mm_3003 0.7201 ms 73.2% triton_mm_3005 0.7338 ms 71.9% triton_mm_3001 0.7517 ms 70.1% SingleProcess AUTOTUNE benchmarking takes 2.6022 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0401 ms 100.0% triton_mm_2946 0.0414 ms 96.9% triton_mm_2942 0.0423 ms 94.7% triton_mm_2950 0.0530 ms 75.7% triton_mm_2954 0.0678 ms 59.1% triton_mm_2941 0.0716 ms 56.0% triton_mm_2940 0.0785 ms 51.1% triton_mm_2945 0.0839 ms 47.8% triton_mm_2949 0.0858 ms 46.7% triton_mm_2939 0.0905 ms 44.3% SingleProcess AUTOTUNE benchmarking takes 2.1203 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5321 ms 100.0% triton_mm_2988 0.5393 ms 98.7% triton_mm_2989 0.5625 ms 94.6% triton_mm_2990 0.6039 ms 88.1% triton_mm_2983 0.6793 ms 78.3% triton_mm_2985 0.6824 ms 78.0% triton_mm_2981 0.6830 ms 77.9% triton_mm_2982 0.7285 ms 73.0% triton_mm_2986 0.7398 ms 71.9% triton_mm_2984 0.7700 ms 69.1% SingleProcess AUTOTUNE benchmarking takes 2.6081 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.4944 ms 100.0% triton_mm_3026 0.5273 ms 93.8% triton_mm_3027 0.5356 ms 92.3% triton_mm_3028 0.5558 ms 89.0% triton_mm_3019 0.6552 ms 75.5% triton_mm_3021 0.6583 ms 75.1% triton_mm_3023 0.6756 ms 73.2% triton_mm_3022 0.7017 ms 70.5% triton_mm_3020 0.7426 ms 66.6% triton_mm_3024 0.7479 ms 66.1% SingleProcess AUTOTUNE benchmarking takes 2.5998 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_3153 0.0255 ms 100.0% triton_mm_3150 0.0257 ms 99.3% triton_mm_3156 0.0263 ms 97.1% triton_mm_3147 0.0264 ms 96.7% triton_mm_3149 0.0264 ms 96.7% triton_mm_3152 0.0266 ms 96.0% triton_mm_3146 0.0274 ms 93.2% triton_mm_3151 0.0279 ms 91.6% triton_mm_3155 0.0281 ms 90.8% triton_mm_3157 0.0281 ms 90.8% SingleProcess AUTOTUNE benchmarking takes 2.1362 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5322 ms 100.0% triton_mm_3193 0.5574 ms 95.5% triton_mm_3194 0.5756 ms 92.5% triton_mm_3195 0.5977 ms 89.0% triton_mm_3188 0.6687 ms 79.6% triton_mm_3190 0.6835 ms 77.9% triton_mm_3186 0.6913 ms 77.0% triton_mm_3189 0.7204 ms 73.9% triton_mm_3191 0.7338 ms 72.5% triton_mm_3187 0.7450 ms 71.4% SingleProcess AUTOTUNE benchmarking takes 2.6117 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0401 ms 100.0% triton_mm_3132 0.0413 ms 97.0% triton_mm_3128 0.0427 ms 93.9% triton_mm_3136 0.0530 ms 75.6% triton_mm_3140 0.0689 ms 58.2% triton_mm_3127 0.0717 ms 55.9% triton_mm_3126 0.0785 ms 51.1% triton_mm_3131 0.0846 ms 47.4% triton_mm_3135 0.0858 ms 46.7% triton_mm_3125 0.0913 ms 43.9% SingleProcess AUTOTUNE benchmarking takes 2.1390 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5314 ms 100.0% triton_mm_3174 0.5393 ms 98.5% triton_mm_3175 0.5609 ms 94.7% triton_mm_3176 0.6051 ms 87.8% triton_mm_3171 0.6735 ms 78.9% triton_mm_3167 0.6798 ms 78.2% triton_mm_3169 0.6828 ms 77.8% triton_mm_3168 0.7185 ms 74.0% triton_mm_3172 0.7514 ms 70.7% triton_mm_3170 0.7777 ms 68.3% SingleProcess AUTOTUNE benchmarking takes 2.6102 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5353 ms 100.0% triton_mm_3360 0.5392 ms 99.3% triton_mm_3361 0.5620 ms 95.2% triton_mm_3362 0.6033 ms 88.7% triton_mm_3353 0.6716 ms 79.7% triton_mm_3355 0.6760 ms 79.2% triton_mm_3357 0.6832 ms 78.3% triton_mm_3354 0.7174 ms 74.6% triton_mm_3358 0.7394 ms 72.4% triton_mm_3356 0.7703 ms 69.5% SingleProcess AUTOTUNE benchmarking takes 2.6133 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x768, 768x2048) triton_mm_5778 0.0984 ms 100.0% mm 0.1003 ms 98.1% triton_mm_5779 0.1031 ms 95.4% triton_mm_5771 0.1167 ms 84.3% triton_mm_5775 0.1173 ms 83.9% triton_mm_5773 0.1186 ms 83.0% triton_mm_5772 0.1274 ms 77.2% triton_mm_5780 0.1275 ms 77.2% triton_mm_5776 0.1321 ms 74.4% triton_mm_5774 0.1561 ms 63.0% SingleProcess AUTOTUNE benchmarking takes 10.7971 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x2048, 2048x2048) mm 0.2320 ms 100.0% triton_mm_5816 0.2324 ms 99.8% triton_mm_5817 0.2418 ms 96.0% triton_mm_5818 0.2562 ms 90.6% triton_mm_5809 0.2937 ms 79.0% triton_mm_5811 0.2949 ms 78.7% triton_mm_5813 0.2969 ms 78.1% triton_mm_5812 0.3170 ms 73.2% triton_mm_5810 0.3247 ms 71.5% triton_mm_5814 0.3321 ms 69.9% SingleProcess AUTOTUNE benchmarking takes 10.5600 seconds and 0.0000 seconds precompiling AUTOTUNE mm(2048x6864, 6864x2048) mm 0.2399 ms 100.0% triton_mm_5835 0.2776 ms 86.4% triton_mm_5836 0.2855 ms 84.0% triton_mm_5837 0.2916 ms 82.3% triton_mm_5832 0.3120 ms 76.9% triton_mm_5828 0.3124 ms 76.8% triton_mm_5831 0.3198 ms 75.0% triton_mm_5830 0.3229 ms 74.3% triton_mm_5833 0.3279 ms 73.2% triton_mm_5829 0.3341 ms 71.8% SingleProcess AUTOTUNE benchmarking takes 9.8947 seconds and 0.0000 seconds precompiling AUTOTUNE mm(2048x6864, 6864x1536) mm 0.1767 ms 100.0% triton_mm_5873 0.1844 ms 95.8% triton_mm_5874 0.1904 ms 92.8% triton_mm_5875 0.1965 ms 89.9% triton_mm_5869 0.2498 ms 70.7% triton_mm_5871 0.2587 ms 68.3% triton_mm_5867 0.2642 ms 66.9% triton_mm_5868 0.2657 ms 66.5% triton_mm_5870 0.2703 ms 65.4% triton_mm_5866 0.2722 ms 64.9% SingleProcess AUTOTUNE benchmarking takes 9.9475 seconds and 0.0000 seconds precompiling AUTOTUNE mm(768x6864, 6864x2048) mm 0.0943 ms 100.0% triton_mm_5798 0.1090 ms 86.5% triton_mm_5792 0.1166 ms 80.8% triton_mm_5799 0.1200 ms 78.5% triton_mm_5790 0.1226 ms 76.9% triton_mm_5797 0.1226 ms 76.9% triton_mm_5794 0.1249 ms 75.5% triton_mm_5793 0.1268 ms 74.3% triton_mm_5795 0.1322 ms 71.3% triton_mm_5791 0.1342 ms 70.2% SingleProcess AUTOTUNE benchmarking takes 9.8815 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x2048, 2048x1536) mm 0.1716 ms 100.0% triton_mm_5854 0.1769 ms 97.0% triton_mm_5855 0.1838 ms 93.3% triton_mm_5856 0.1919 ms 89.4% triton_mm_5849 0.2188 ms 78.4% triton_mm_5851 0.2214 ms 77.5% triton_mm_5847 0.2217 ms 77.4% triton_mm_5850 0.2397 ms 71.6% triton_mm_5848 0.2444 ms 70.2% triton_mm_5852 0.2501 ms 68.6% SingleProcess AUTOTUNE benchmarking takes 10.3965 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6840, 6840x28) mm 0.0366 ms 100.0% triton_mm_7003 0.0485 ms 75.4% triton_mm_6996 0.0497 ms 73.6% triton_mm_6994 0.0581 ms 63.0% triton_mm_6995 0.0651 ms 56.2% triton_mm_7002 0.0710 ms 51.5% triton_mm_6999 0.0724 ms 50.6% triton_mm_6993 0.0732 ms 49.9% triton_mm_7008 0.0753 ms 48.6% triton_mm_7001 0.0798 ms 45.8% SingleProcess AUTOTUNE benchmarking takes 6.9292 seconds and 0.0000 seconds precompiling /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(6840x28, 28x1536) triton_mm_7 0.0327 ms 100.0% triton_mm_6 0.0330 ms 99.2% triton_mm_11 0.0331 ms 98.8% triton_mm_8 0.0340 ms 96.1% triton_mm_9 0.0341 ms 95.9% triton_mm_4 0.0348 ms 93.8% triton_mm_12 0.0351 ms 93.1% triton_mm_15 0.0369 ms 88.6% triton_mm_14 0.0375 ms 87.2% triton_mm_3 0.0375 ms 87.1% SingleProcess AUTOTUNE benchmarking takes 2.0600 seconds and 0.0104 seconds precompiling AUTOTUNE addmm(24x9216, 24x1536, 1536x9216) triton_mm_29 0.0348 ms 100.0% triton_mm_33 0.0350 ms 99.2% triton_mm_28 0.0354 ms 98.1% triton_mm_21 0.0367 ms 94.6% bias_addmm 0.0368 ms 94.4% triton_mm_24 0.0370 ms 93.9% triton_mm_25 0.0370 ms 93.8% triton_mm_18 0.0372 ms 93.4% triton_mm_19 0.0412 ms 84.4% addmm 0.0423 ms 82.2% SingleProcess AUTOTUNE benchmarking takes 2.2067 seconds and 0.0008 seconds precompiling AUTOTUNE addmm(6864x4608, 6864x1536, 1536x4608) triton_mm_51 0.4300 ms 100.0% triton_mm_50 0.4332 ms 99.3% triton_mm_52 0.4769 ms 90.2% triton_mm_45 0.5087 ms 84.5% triton_mm_43 0.5382 ms 79.9% triton_mm_47 0.5396 ms 79.7% triton_mm_44 0.5894 ms 73.0% triton_mm_46 0.5962 ms 72.1% triton_mm_48 0.6054 ms 71.0% addmm 0.6131 ms 70.1% SingleProcess AUTOTUNE benchmarking takes 2.7139 seconds and 0.0518 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x1536, 1536x1536) triton_mm_70 0.1438 ms 100.0% triton_mm_69 0.1454 ms 98.9% triton_mm_71 0.1589 ms 90.5% bias_addmm 0.1612 ms 89.2% triton_mm_64 0.1731 ms 83.0% addmm 0.1747 ms 82.3% triton_mm_62 0.1813 ms 79.3% triton_mm_66 0.1823 ms 78.9% triton_mm_63 0.1977 ms 72.7% triton_mm_67 0.2020 ms 71.2% SingleProcess AUTOTUNE benchmarking takes 2.5825 seconds and 0.0010 seconds precompiling AUTOTUNE addmm(6864x6144, 6864x1536, 1536x6144) triton_mm_89 0.5737 ms 100.0% triton_mm_88 0.5798 ms 98.9% triton_mm_90 0.6382 ms 89.9% triton_mm_83 0.6916 ms 82.9% triton_mm_85 0.7179 ms 79.9% triton_mm_81 0.7353 ms 78.0% triton_mm_82 0.8038 ms 71.4% addmm 0.8077 ms 71.0% triton_mm_84 0.8100 ms 70.8% triton_mm_86 0.8113 ms 70.7% SingleProcess AUTOTUNE benchmarking takes 2.7389 seconds and 1.7771 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_108 0.5350 ms 100.0% triton_mm_107 0.5541 ms 96.5% triton_mm_109 0.5719 ms 93.5% addmm 0.5762 ms 92.9% bias_addmm 0.6066 ms 88.2% triton_mm_102 0.6717 ms 79.7% triton_mm_100 0.6954 ms 76.9% triton_mm_104 0.7005 ms 76.4% triton_mm_103 0.7057 ms 75.8% triton_mm_105 0.7793 ms 68.6% SingleProcess AUTOTUNE benchmarking takes 2.7287 seconds and 0.5760 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_201 0.5361 ms 100.0% triton_mm_200 0.5560 ms 96.4% triton_mm_202 0.5724 ms 93.7% addmm 0.5761 ms 93.1% bias_addmm 0.6065 ms 88.4% triton_mm_195 0.6701 ms 80.0% triton_mm_193 0.6954 ms 77.1% triton_mm_197 0.7029 ms 76.3% triton_mm_196 0.7066 ms 75.9% triton_mm_198 0.7763 ms 69.1% SingleProcess AUTOTUNE benchmarking takes 2.7291 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_294 0.5367 ms 100.0% triton_mm_293 0.5570 ms 96.4% triton_mm_295 0.5713 ms 93.9% addmm 0.5770 ms 93.0% bias_addmm 0.6064 ms 88.5% triton_mm_288 0.6737 ms 79.7% triton_mm_286 0.6954 ms 77.2% triton_mm_290 0.7038 ms 76.3% triton_mm_289 0.7089 ms 75.7% triton_mm_291 0.7756 ms 69.2% SingleProcess AUTOTUNE benchmarking takes 2.7302 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_387 0.5365 ms 100.0% triton_mm_386 0.5541 ms 96.8% triton_mm_388 0.5706 ms 94.0% addmm 0.6017 ms 89.2% bias_addmm 0.6065 ms 88.5% triton_mm_381 0.6686 ms 80.2% triton_mm_379 0.6970 ms 77.0% triton_mm_383 0.7006 ms 76.6% triton_mm_382 0.7053 ms 76.1% triton_mm_384 0.7759 ms 69.1% SingleProcess AUTOTUNE benchmarking takes 2.7258 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x1536, 6864x6144, 6144x1536) triton_mm_480 0.5360 ms 100.0% triton_mm_479 0.5552 ms 96.5% triton_mm_481 0.5707 ms 93.9% addmm 0.6018 ms 89.1% bias_addmm 0.6066 ms 88.4% triton_mm_474 0.6768 ms 79.2% triton_mm_472 0.6973 ms 76.9% triton_mm_476 0.7027 ms 76.3% triton_mm_475 0.7036 ms 76.2% triton_mm_477 0.7802 ms 68.7% SingleProcess AUTOTUNE benchmarking takes 2.7328 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x2048, 6864x1536, 1536x2048) triton_mm_591 0.1907 ms 100.0% triton_mm_592 0.1913 ms 99.7% triton_mm_593 0.2105 ms 90.6% triton_mm_586 0.2300 ms 82.9% triton_mm_588 0.2404 ms 79.3% triton_mm_584 0.2405 ms 79.3% bias_addmm 0.2412 ms 79.1% triton_mm_585 0.2624 ms 72.7% triton_mm_589 0.2671 ms 71.4% triton_mm_587 0.2692 ms 70.8% SingleProcess AUTOTUNE benchmarking takes 11.6193 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x2048, 6864x2048, 2048x2048) triton_mm_610 0.2455 ms 100.0% triton_mm_611 0.2461 ms 99.8% bias_addmm 0.2682 ms 91.6% triton_mm_612 0.2692 ms 91.2% triton_mm_605 0.3021 ms 81.3% addmm 0.3060 ms 80.2% triton_mm_603 0.3095 ms 79.3% triton_mm_607 0.3135 ms 78.3% triton_mm_606 0.3326 ms 73.8% triton_mm_608 0.3529 ms 69.6% SingleProcess AUTOTUNE benchmarking takes 2.6427 seconds and 0.0009 seconds precompiling AUTOTUNE mm(6864x2048, 2048x768) mm 0.0929 ms 100.0% triton_mm_630 0.0954 ms 97.4% triton_mm_629 0.1000 ms 92.9% triton_mm_631 0.1011 ms 91.9% triton_mm_624 0.1144 ms 81.2% triton_mm_626 0.1152 ms 80.7% triton_mm_622 0.1174 ms 79.1% triton_mm_625 0.1288 ms 72.1% triton_mm_627 0.1335 ms 69.6% triton_mm_623 0.1341 ms 69.3% SingleProcess AUTOTUNE benchmarking takes 2.4364 seconds and 0.0010 seconds precompiling AUTOTUNE mm(24x1536, 1536x3072) triton_mm_2310 0.0176 ms 100.0% triton_mm_2314 0.0176 ms 99.8% triton_mm_2318 0.0185 ms 95.3% triton_mm_2322 0.0191 ms 92.0% mm 0.0197 ms 89.4% triton_mm_2307 0.0215 ms 82.0% triton_mm_2309 0.0223 ms 79.0% triton_mm_2317 0.0228 ms 77.2% triton_mm_2313 0.0230 ms 76.4% triton_mm_2308 0.0237 ms 74.2% SingleProcess AUTOTUNE benchmarking takes 7.5005 seconds and 0.0000 seconds precompiling AUTOTUNE addmm(6864x32768, 6864x1536, 1536x32768) triton_mm_2340 3.0590 ms 100.0% bias_addmm 3.0684 ms 99.7% triton_mm_2339 3.1080 ms 98.4% triton_mm_2341 3.4240 ms 89.3% triton_mm_2334 3.7028 ms 82.6% addmm 3.7490 ms 81.6% triton_mm_2336 3.8292 ms 79.9% triton_mm_2332 3.9588 ms 77.3% triton_mm_2337 4.3346 ms 70.6% triton_mm_2333 4.3452 ms 70.4% SingleProcess AUTOTUNE benchmarking takes 15.7996 seconds and 0.0000 seconds precompiling /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): AUTOTUNE mm(32768x6864, 6864x1536) triton_mm_2377 2.8182 ms 100.0% triton_mm_2378 2.9104 ms 96.8% mm 2.9156 ms 96.7% triton_mm_2379 3.0791 ms 91.5% triton_mm_2372 3.6720 ms 76.7% triton_mm_2370 3.7519 ms 75.1% triton_mm_2374 3.7705 ms 74.7% triton_mm_2373 3.8226 ms 73.7% triton_mm_2375 3.9909 ms 70.6% triton_mm_2371 4.0213 ms 70.1% SingleProcess AUTOTUNE benchmarking takes 3.0509 seconds and 0.0089 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5441 ms 100.0% triton_mm_2449 0.5702 ms 95.4% triton_mm_2450 0.5876 ms 92.6% triton_mm_2451 0.6093 ms 89.3% triton_mm_2444 0.6866 ms 79.3% triton_mm_2446 0.6951 ms 78.3% triton_mm_2442 0.7020 ms 77.5% triton_mm_2445 0.7245 ms 75.1% triton_mm_2447 0.7398 ms 73.5% triton_mm_2443 0.7594 ms 71.7% SingleProcess AUTOTUNE benchmarking takes 9.4638 seconds and 0.0000 seconds precompiling AUTOTUNE mm(3072x24, 24x1536) triton_mm_2408 0.0146 ms 100.0% triton_mm_2405 0.0147 ms 99.3% triton_mm_2402 0.0147 ms 98.9% triton_mm_2407 0.0148 ms 98.7% triton_mm_2403 0.0149 ms 97.6% triton_mm_2410 0.0149 ms 97.4% triton_mm_2406 0.0153 ms 94.9% triton_mm_2409 0.0153 ms 94.9% triton_mm_2404 0.0157 ms 92.7% triton_mm_2412 0.0157 ms 92.7% SingleProcess AUTOTUNE benchmarking takes 5.5932 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x3072, 3072x1536) triton_mm_2384 0.0193 ms 100.0% mm 0.0219 ms 88.3% triton_mm_2388 0.0220 ms 87.8% triton_mm_2392 0.0245 ms 79.0% triton_mm_2396 0.0291 ms 66.5% triton_mm_2383 0.0300 ms 64.3% triton_mm_2382 0.0310 ms 62.3% triton_mm_2391 0.0330 ms 58.6% triton_mm_2387 0.0334 ms 57.9% triton_mm_2381 0.0346 ms 55.9% SingleProcess AUTOTUNE benchmarking takes 7.0050 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x32768, 32768x1536) mm 2.6468 ms 100.0% triton_mm_2358 2.8542 ms 92.7% triton_mm_2359 2.9062 ms 91.1% triton_mm_2360 2.9511 ms 89.7% triton_mm_2354 3.7864 ms 69.9% triton_mm_2351 3.8550 ms 68.7% triton_mm_2352 3.9915 ms 66.3% triton_mm_2353 3.9966 ms 66.2% triton_mm_2356 4.0669 ms 65.1% triton_mm_2355 4.1408 ms 63.9% SingleProcess AUTOTUNE benchmarking takes 3.1106 seconds and 0.0010 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5495 ms 100.0% triton_mm_2430 0.5515 ms 99.6% triton_mm_2431 0.5726 ms 96.0% triton_mm_2432 0.6145 ms 89.4% triton_mm_2425 0.6872 ms 80.0% triton_mm_2423 0.6883 ms 79.8% triton_mm_2427 0.6954 ms 79.0% triton_mm_2424 0.7310 ms 75.2% triton_mm_2428 0.7497 ms 73.3% triton_mm_2426 0.7823 ms 70.2% SingleProcess AUTOTUNE benchmarking takes 2.5904 seconds and 0.0010 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.5049 ms 100.0% triton_mm_2468 0.5363 ms 94.2% triton_mm_2469 0.5444 ms 92.7% triton_mm_2470 0.5636 ms 89.6% triton_mm_2461 0.6726 ms 75.1% triton_mm_2463 0.6746 ms 74.9% triton_mm_2465 0.6807 ms 74.2% triton_mm_2464 0.7026 ms 71.9% triton_mm_2462 0.7415 ms 68.1% triton_mm_2466 0.7556 ms 66.8% SingleProcess AUTOTUNE benchmarking takes 9.6465 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5387 ms 100.0% triton_mm_2487 0.5650 ms 95.3% triton_mm_2488 0.5867 ms 91.8% triton_mm_2489 0.6108 ms 88.2% triton_mm_2482 0.6740 ms 79.9% triton_mm_2480 0.6902 ms 78.0% triton_mm_2484 0.6943 ms 77.6% triton_mm_2483 0.7288 ms 73.9% triton_mm_2485 0.7476 ms 72.1% triton_mm_2481 0.7583 ms 71.0% SingleProcess AUTOTUNE benchmarking takes 9.8436 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x4608, 4608x1536) triton_mm_2544 0.4005 ms 100.0% triton_mm_2545 0.4116 ms 97.3% mm 0.4196 ms 95.4% triton_mm_2546 0.4273 ms 93.7% triton_mm_2539 0.5024 ms 79.7% triton_mm_2537 0.5063 ms 79.1% triton_mm_2541 0.5192 ms 77.1% triton_mm_2540 0.5245 ms 76.4% triton_mm_2538 0.5539 ms 72.3% triton_mm_2542 0.5692 ms 70.4% SingleProcess AUTOTUNE benchmarking takes 9.7967 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x6864, 6864x1536) mm 0.3702 ms 100.0% triton_mm_2563 0.3900 ms 94.9% triton_mm_2564 0.4016 ms 92.2% triton_mm_2565 0.4177 ms 88.6% triton_mm_2558 0.5117 ms 72.3% triton_mm_2556 0.5153 ms 71.8% triton_mm_2560 0.5203 ms 71.2% triton_mm_2561 0.5461 ms 67.8% triton_mm_2559 0.5500 ms 67.3% triton_mm_2557 0.5536 ms 66.9% SingleProcess AUTOTUNE benchmarking takes 9.9502 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1486 ms 100.0% triton_mm_2518 0.1717 ms 86.5% triton_mm_2522 0.1743 ms 85.3% triton_mm_2525 0.1760 ms 84.4% triton_mm_2520 0.1874 ms 79.3% triton_mm_2526 0.1887 ms 78.8% triton_mm_2521 0.1924 ms 77.3% triton_mm_2527 0.1940 ms 76.6% triton_mm_2523 0.2015 ms 73.7% triton_mm_2519 0.2042 ms 72.8% SingleProcess AUTOTUNE benchmarking takes 2.4826 seconds and 0.0010 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1351 ms 100.0% triton_mm_2506 0.1388 ms 97.3% triton_mm_2507 0.1448 ms 93.3% triton_mm_2508 0.1524 ms 88.6% triton_mm_2501 0.1715 ms 78.8% triton_mm_2499 0.1723 ms 78.4% triton_mm_2503 0.1754 ms 77.0% triton_mm_2500 0.1807 ms 74.8% triton_mm_2504 0.1895 ms 71.3% triton_mm_2502 0.1954 ms 69.2% SingleProcess AUTOTUNE benchmarking takes 2.4716 seconds and 0.0010 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_2592 0.0255 ms 100.0% triton_mm_2594 0.0255 ms 100.0% triton_mm_2598 0.0260 ms 97.9% triton_mm_2595 0.0264 ms 96.6% triton_mm_2588 0.0271 ms 94.2% triton_mm_2589 0.0271 ms 94.2% triton_mm_2596 0.0272 ms 93.9% triton_mm_2591 0.0272 ms 93.8% triton_mm_2597 0.0278 ms 91.8% triton_mm_2593 0.0279 ms 91.6% SingleProcess AUTOTUNE benchmarking takes 5.7888 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5437 ms 100.0% triton_mm_2635 0.5688 ms 95.6% triton_mm_2636 0.5868 ms 92.6% triton_mm_2637 0.6085 ms 89.3% triton_mm_2630 0.6838 ms 79.5% triton_mm_2632 0.6938 ms 78.4% triton_mm_2628 0.7010 ms 77.6% triton_mm_2631 0.7255 ms 74.9% triton_mm_2633 0.7406 ms 73.4% triton_mm_2629 0.7580 ms 71.7% SingleProcess AUTOTUNE benchmarking takes 2.5994 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0403 ms 100.0% triton_mm_2574 0.0415 ms 97.1% triton_mm_2570 0.0423 ms 95.3% triton_mm_2578 0.0528 ms 76.3% triton_mm_2582 0.0676 ms 59.6% triton_mm_2569 0.0724 ms 55.6% triton_mm_2568 0.0787 ms 51.2% triton_mm_2573 0.0841 ms 47.9% triton_mm_2577 0.0868 ms 46.4% triton_mm_2567 0.0907 ms 44.4% SingleProcess AUTOTUNE benchmarking takes 9.9692 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5491 ms 100.0% triton_mm_2616 0.5509 ms 99.7% triton_mm_2617 0.5732 ms 95.8% triton_mm_2618 0.6131 ms 89.6% triton_mm_2611 0.6856 ms 80.1% triton_mm_2609 0.6916 ms 79.4% triton_mm_2613 0.6936 ms 79.2% triton_mm_2610 0.7295 ms 75.3% triton_mm_2614 0.7490 ms 73.3% triton_mm_2612 0.7850 ms 69.9% SingleProcess AUTOTUNE benchmarking takes 2.6046 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.5040 ms 100.0% triton_mm_2654 0.5342 ms 94.3% triton_mm_2655 0.5454 ms 92.4% triton_mm_2656 0.5633 ms 89.5% triton_mm_2647 0.6707 ms 75.1% triton_mm_2649 0.6713 ms 75.1% triton_mm_2651 0.6808 ms 74.0% triton_mm_2650 0.7039 ms 71.6% triton_mm_2648 0.7427 ms 67.9% triton_mm_2652 0.7563 ms 66.6% SingleProcess AUTOTUNE benchmarking takes 2.6017 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5338 ms 100.0% triton_mm_2673 0.5658 ms 94.3% triton_mm_2674 0.5868 ms 91.0% triton_mm_2675 0.6121 ms 87.2% triton_mm_2668 0.6718 ms 79.5% triton_mm_2666 0.6876 ms 77.6% triton_mm_2670 0.6965 ms 76.6% triton_mm_2669 0.7303 ms 73.1% triton_mm_2671 0.7462 ms 71.5% triton_mm_2667 0.7584 ms 70.4% SingleProcess AUTOTUNE benchmarking takes 2.5890 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x4608, 4608x1536) mm 0.3806 ms 100.0% triton_mm_2730 0.3999 ms 95.2% triton_mm_2731 0.4106 ms 92.7% triton_mm_2732 0.4264 ms 89.2% triton_mm_2725 0.5027 ms 75.7% triton_mm_2723 0.5057 ms 75.3% triton_mm_2727 0.5184 ms 73.4% triton_mm_2726 0.5240 ms 72.6% triton_mm_2724 0.5525 ms 68.9% triton_mm_2728 0.5678 ms 67.0% SingleProcess AUTOTUNE benchmarking takes 2.5692 seconds and 0.0000 seconds precompiling AUTOTUNE mm(4608x6864, 6864x1536) mm 0.3691 ms 100.0% triton_mm_2749 0.3887 ms 95.0% triton_mm_2750 0.4012 ms 92.0% triton_mm_2751 0.4181 ms 88.3% triton_mm_2744 0.5130 ms 71.9% triton_mm_2742 0.5144 ms 71.8% triton_mm_2746 0.5214 ms 70.8% triton_mm_2747 0.5450 ms 67.7% triton_mm_2745 0.5516 ms 66.9% triton_mm_2743 0.5530 ms 66.7% SingleProcess AUTOTUNE benchmarking takes 2.5637 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x1536) mm 0.1491 ms 100.0% triton_mm_2704 0.1732 ms 86.1% triton_mm_2708 0.1745 ms 85.4% triton_mm_2711 0.1752 ms 85.1% triton_mm_2706 0.1882 ms 79.2% triton_mm_2712 0.1896 ms 78.6% triton_mm_2707 0.1927 ms 77.4% triton_mm_2713 0.1941 ms 76.8% triton_mm_2709 0.2027 ms 73.5% triton_mm_2705 0.2044 ms 72.9% SingleProcess AUTOTUNE benchmarking takes 2.4593 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x1536) mm 0.1351 ms 100.0% triton_mm_2692 0.1386 ms 97.5% triton_mm_2693 0.1448 ms 93.3% triton_mm_2694 0.1523 ms 88.7% triton_mm_2687 0.1708 ms 79.1% triton_mm_2685 0.1732 ms 78.0% triton_mm_2689 0.1754 ms 77.0% triton_mm_2686 0.1808 ms 74.7% triton_mm_2690 0.1894 ms 71.3% triton_mm_2688 0.1948 ms 69.3% SingleProcess AUTOTUNE benchmarking takes 2.4545 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_2780 0.0255 ms 100.0% triton_mm_2775 0.0259 ms 98.3% triton_mm_2781 0.0264 ms 96.6% triton_mm_2779 0.0267 ms 95.6% triton_mm_2778 0.0267 ms 95.4% triton_mm_2774 0.0271 ms 94.0% triton_mm_2782 0.0272 ms 93.8% triton_mm_2777 0.0272 ms 93.6% triton_mm_2784 0.0272 ms 93.6% triton_mm_2776 0.0279 ms 91.3% SingleProcess AUTOTUNE benchmarking takes 2.1258 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5440 ms 100.0% triton_mm_2821 0.5680 ms 95.8% triton_mm_2822 0.5874 ms 92.6% triton_mm_2823 0.6094 ms 89.3% triton_mm_2816 0.6857 ms 79.3% triton_mm_2814 0.6954 ms 78.2% triton_mm_2818 0.6959 ms 78.2% triton_mm_2817 0.7251 ms 75.0% triton_mm_2819 0.7405 ms 73.5% triton_mm_2815 0.7574 ms 71.8% SingleProcess AUTOTUNE benchmarking takes 2.5993 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0403 ms 100.0% triton_mm_2760 0.0415 ms 97.1% triton_mm_2756 0.0421 ms 95.7% triton_mm_2764 0.0540 ms 74.6% triton_mm_2768 0.0676 ms 59.6% triton_mm_2755 0.0725 ms 55.6% triton_mm_2754 0.0780 ms 51.7% triton_mm_2759 0.0840 ms 48.0% triton_mm_2763 0.0868 ms 46.5% triton_mm_2753 0.0916 ms 44.0% SingleProcess AUTOTUNE benchmarking takes 2.1274 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5429 ms 100.0% triton_mm_2802 0.5501 ms 98.7% triton_mm_2803 0.5709 ms 95.1% triton_mm_2804 0.6154 ms 88.2% triton_mm_2797 0.6854 ms 79.2% triton_mm_2795 0.6910 ms 78.6% triton_mm_2799 0.6931 ms 78.3% triton_mm_2796 0.7287 ms 74.5% triton_mm_2800 0.7457 ms 72.8% triton_mm_2798 0.7798 ms 69.6% SingleProcess AUTOTUNE benchmarking takes 2.6067 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.5043 ms 100.0% triton_mm_2840 0.5329 ms 94.6% triton_mm_2841 0.5458 ms 92.4% triton_mm_2842 0.5652 ms 89.2% triton_mm_2833 0.6672 ms 75.6% triton_mm_2835 0.6695 ms 75.3% triton_mm_2837 0.6814 ms 74.0% triton_mm_2836 0.7053 ms 71.5% triton_mm_2834 0.7421 ms 67.9% triton_mm_2838 0.7558 ms 66.7% SingleProcess AUTOTUNE benchmarking takes 2.6035 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5345 ms 100.0% triton_mm_2859 0.5643 ms 94.7% triton_mm_2860 0.5860 ms 91.2% triton_mm_2861 0.6124 ms 87.3% triton_mm_2854 0.6712 ms 79.6% triton_mm_2852 0.6865 ms 77.9% triton_mm_2856 0.6934 ms 77.1% triton_mm_2855 0.7284 ms 73.4% triton_mm_2857 0.7443 ms 71.8% triton_mm_2853 0.7577 ms 70.5% SingleProcess AUTOTUNE benchmarking takes 2.5920 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_2967 0.0251 ms 100.0% triton_mm_2964 0.0254 ms 98.7% triton_mm_2963 0.0259 ms 97.0% triton_mm_2966 0.0265 ms 94.6% triton_mm_2965 0.0267 ms 94.1% triton_mm_2961 0.0270 ms 92.9% triton_mm_2960 0.0270 ms 92.8% triton_mm_2968 0.0271 ms 92.5% triton_mm_2970 0.0271 ms 92.5% triton_mm_2971 0.0277 ms 90.4% SingleProcess AUTOTUNE benchmarking takes 2.1279 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5423 ms 100.0% triton_mm_3007 0.5676 ms 95.5% triton_mm_3008 0.5872 ms 92.3% triton_mm_3009 0.6090 ms 89.0% triton_mm_3002 0.6845 ms 79.2% triton_mm_3004 0.6950 ms 78.0% triton_mm_3000 0.7042 ms 77.0% triton_mm_3003 0.7248 ms 74.8% triton_mm_3005 0.7396 ms 73.3% triton_mm_3001 0.7569 ms 71.6% SingleProcess AUTOTUNE benchmarking takes 2.5900 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) triton_mm_2946 0.0401 ms 100.0% mm 0.0402 ms 99.7% triton_mm_2942 0.0425 ms 94.3% triton_mm_2950 0.0528 ms 76.0% triton_mm_2954 0.0687 ms 58.4% triton_mm_2941 0.0716 ms 56.0% triton_mm_2940 0.0787 ms 51.0% triton_mm_2945 0.0841 ms 47.7% triton_mm_2949 0.0859 ms 46.7% triton_mm_2939 0.0916 ms 43.8% SingleProcess AUTOTUNE benchmarking takes 2.1151 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5485 ms 100.0% triton_mm_2988 0.5501 ms 99.7% triton_mm_2989 0.5711 ms 96.0% triton_mm_2990 0.6134 ms 89.4% triton_mm_2983 0.6872 ms 79.8% triton_mm_2981 0.6897 ms 79.5% triton_mm_2985 0.6950 ms 78.9% triton_mm_2982 0.7299 ms 75.1% triton_mm_2986 0.7497 ms 73.2% triton_mm_2984 0.7866 ms 69.7% SingleProcess AUTOTUNE benchmarking takes 2.6015 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x6144, 6144x1536) mm 0.5053 ms 100.0% triton_mm_3026 0.5339 ms 94.6% triton_mm_3027 0.5450 ms 92.7% triton_mm_3028 0.5625 ms 89.8% triton_mm_3019 0.6641 ms 76.1% triton_mm_3021 0.6700 ms 75.4% triton_mm_3023 0.6804 ms 74.3% triton_mm_3022 0.7054 ms 71.6% triton_mm_3020 0.7416 ms 68.1% triton_mm_3024 0.7523 ms 67.2% SingleProcess AUTOTUNE benchmarking takes 2.6000 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5337 ms 100.0% triton_mm_3045 0.5638 ms 94.7% triton_mm_3046 0.5855 ms 91.2% triton_mm_3047 0.6125 ms 87.1% triton_mm_3040 0.6753 ms 79.0% triton_mm_3038 0.6884 ms 77.5% triton_mm_3042 0.6956 ms 76.7% triton_mm_3041 0.7290 ms 73.2% triton_mm_3043 0.7451 ms 71.6% triton_mm_3039 0.7604 ms 70.2% SingleProcess AUTOTUNE benchmarking takes 2.5978 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_3153 0.0251 ms 100.0% triton_mm_3150 0.0254 ms 98.6% triton_mm_3147 0.0259 ms 97.0% triton_mm_3149 0.0259 ms 97.0% triton_mm_3156 0.0260 ms 96.4% triton_mm_3152 0.0265 ms 94.6% triton_mm_3151 0.0266 ms 94.2% triton_mm_3146 0.0271 ms 92.7% triton_mm_3157 0.0277 ms 90.4% triton_mm_3154 0.0283 ms 88.8% SingleProcess AUTOTUNE benchmarking takes 2.1163 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5401 ms 100.0% triton_mm_3193 0.5673 ms 95.2% triton_mm_3194 0.5866 ms 92.1% triton_mm_3195 0.6098 ms 88.6% triton_mm_3188 0.6864 ms 78.7% triton_mm_3190 0.6921 ms 78.0% triton_mm_3186 0.7017 ms 77.0% triton_mm_3189 0.7228 ms 74.7% triton_mm_3191 0.7396 ms 73.0% triton_mm_3187 0.7561 ms 71.4% SingleProcess AUTOTUNE benchmarking takes 2.6026 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0402 ms 100.0% triton_mm_3132 0.0402 ms 100.0% triton_mm_3128 0.0425 ms 94.5% triton_mm_3136 0.0528 ms 76.2% triton_mm_3140 0.0676 ms 59.4% triton_mm_3127 0.0716 ms 56.2% triton_mm_3126 0.0788 ms 51.0% triton_mm_3131 0.0849 ms 47.4% triton_mm_3135 0.0860 ms 46.8% triton_mm_3125 0.0916 ms 43.9% SingleProcess AUTOTUNE benchmarking takes 2.1338 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5488 ms 100.0% triton_mm_3174 0.5514 ms 99.5% triton_mm_3175 0.5715 ms 96.0% triton_mm_3176 0.6154 ms 89.2% triton_mm_3169 0.6867 ms 79.9% triton_mm_3171 0.6910 ms 79.4% triton_mm_3167 0.6913 ms 79.4% triton_mm_3168 0.7295 ms 75.2% triton_mm_3172 0.7490 ms 73.3% triton_mm_3170 0.7871 ms 69.7% SingleProcess AUTOTUNE benchmarking takes 2.6064 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5383 ms 100.0% triton_mm_3231 0.5640 ms 95.4% triton_mm_3232 0.5851 ms 92.0% triton_mm_3233 0.6099 ms 88.3% triton_mm_3226 0.6700 ms 80.3% triton_mm_3224 0.6859 ms 78.5% triton_mm_3228 0.6897 ms 78.0% triton_mm_3227 0.7313 ms 73.6% triton_mm_3229 0.7476 ms 72.0% triton_mm_3225 0.7579 ms 71.0% SingleProcess AUTOTUNE benchmarking takes 2.5949 seconds and 0.0000 seconds precompiling AUTOTUNE mm(9216x24, 24x1536) triton_mm_3338 0.0254 ms 100.0% triton_mm_3342 0.0260 ms 97.8% triton_mm_3339 0.0262 ms 97.1% triton_mm_3336 0.0266 ms 95.8% triton_mm_3337 0.0266 ms 95.6% triton_mm_3333 0.0270 ms 94.2% triton_mm_3335 0.0270 ms 94.2% triton_mm_3340 0.0271 ms 93.8% triton_mm_3341 0.0277 ms 91.7% triton_mm_3343 0.0277 ms 91.7% SingleProcess AUTOTUNE benchmarking takes 2.1668 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5423 ms 100.0% triton_mm_3379 0.5665 ms 95.7% triton_mm_3380 0.5862 ms 92.5% triton_mm_3381 0.6100 ms 88.9% triton_mm_3374 0.6844 ms 79.2% triton_mm_3376 0.6950 ms 78.0% triton_mm_3372 0.6989 ms 77.6% triton_mm_3375 0.7240 ms 74.9% triton_mm_3377 0.7397 ms 73.3% triton_mm_3373 0.7555 ms 71.8% SingleProcess AUTOTUNE benchmarking takes 2.6077 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) triton_mm_3318 0.0402 ms 100.0% mm 0.0403 ms 99.8% triton_mm_3314 0.0427 ms 94.1% triton_mm_3322 0.0539 ms 74.6% triton_mm_3326 0.0686 ms 58.6% triton_mm_3313 0.0724 ms 55.5% triton_mm_3312 0.0779 ms 51.6% triton_mm_3317 0.0848 ms 47.4% triton_mm_3321 0.0866 ms 46.4% triton_mm_3311 0.0908 ms 44.3% SingleProcess AUTOTUNE benchmarking takes 2.1468 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) triton_mm_3360 0.5496 ms 100.0% mm 0.5496 ms 100.0% triton_mm_3361 0.5719 ms 96.1% triton_mm_3362 0.6122 ms 89.8% triton_mm_3353 0.6868 ms 80.0% triton_mm_3355 0.6870 ms 80.0% triton_mm_3357 0.6902 ms 79.6% triton_mm_3354 0.7297 ms 75.3% triton_mm_3358 0.7494 ms 73.3% triton_mm_3356 0.7865 ms 69.9% SingleProcess AUTOTUNE benchmarking takes 2.6127 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5376 ms 100.0% triton_mm_3417 0.5641 ms 95.3% triton_mm_3418 0.5846 ms 92.0% triton_mm_3419 0.6107 ms 88.0% triton_mm_3412 0.6761 ms 79.5% triton_mm_3410 0.6886 ms 78.1% triton_mm_3414 0.6950 ms 77.3% triton_mm_3413 0.7284 ms 73.8% triton_mm_3415 0.7475 ms 71.9% triton_mm_3411 0.7566 ms 71.1% SingleProcess AUTOTUNE benchmarking takes 2.6055 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5421 ms 100.0% triton_mm_3565 0.5679 ms 95.5% triton_mm_3566 0.5878 ms 92.2% triton_mm_3567 0.6102 ms 88.8% triton_mm_3560 0.6847 ms 79.2% triton_mm_3562 0.6940 ms 78.1% triton_mm_3558 0.7002 ms 77.4% triton_mm_3561 0.7251 ms 74.8% triton_mm_3563 0.7412 ms 73.1% triton_mm_3559 0.7559 ms 71.7% SingleProcess AUTOTUNE benchmarking takes 2.6034 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0402 ms 100.0% triton_mm_3504 0.0414 ms 96.9% triton_mm_3500 0.0423 ms 95.0% triton_mm_3508 0.0528 ms 76.1% triton_mm_3512 0.0689 ms 58.3% triton_mm_3499 0.0716 ms 56.1% triton_mm_3498 0.0787 ms 51.1% triton_mm_3503 0.0841 ms 47.8% triton_mm_3507 0.0859 ms 46.8% triton_mm_3497 0.0908 ms 44.3% SingleProcess AUTOTUNE benchmarking takes 2.1442 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) triton_mm_3546 0.5493 ms 100.0% mm 0.5496 ms 99.9% triton_mm_3547 0.5718 ms 96.1% triton_mm_3548 0.6121 ms 89.7% triton_mm_3541 0.6863 ms 80.0% triton_mm_3539 0.6903 ms 79.6% triton_mm_3543 0.6913 ms 79.5% triton_mm_3540 0.7289 ms 75.4% triton_mm_3544 0.7465 ms 73.6% triton_mm_3542 0.7871 ms 69.8% SingleProcess AUTOTUNE benchmarking takes 2.6111 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5381 ms 100.0% triton_mm_3603 0.5642 ms 95.4% triton_mm_3604 0.5864 ms 91.8% triton_mm_3605 0.6096 ms 88.3% triton_mm_3598 0.6774 ms 79.4% triton_mm_3596 0.6862 ms 78.4% triton_mm_3600 0.6936 ms 77.6% triton_mm_3599 0.7319 ms 73.5% triton_mm_3601 0.7482 ms 71.9% triton_mm_3597 0.7574 ms 71.0% SingleProcess AUTOTUNE benchmarking takes 2.6071 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5426 ms 100.0% triton_mm_3751 0.5674 ms 95.6% triton_mm_3752 0.5868 ms 92.5% triton_mm_3753 0.6096 ms 89.0% triton_mm_3746 0.6841 ms 79.3% triton_mm_3748 0.6925 ms 78.3% triton_mm_3744 0.6974 ms 77.8% triton_mm_3747 0.7251 ms 74.8% triton_mm_3749 0.7433 ms 73.0% triton_mm_3745 0.7566 ms 71.7% SingleProcess AUTOTUNE benchmarking takes 2.6010 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0403 ms 100.0% triton_mm_3690 0.0414 ms 97.3% triton_mm_3686 0.0426 ms 94.6% triton_mm_3694 0.0528 ms 76.3% triton_mm_3698 0.0676 ms 59.5% triton_mm_3685 0.0717 ms 56.2% triton_mm_3684 0.0787 ms 51.2% triton_mm_3689 0.0847 ms 47.5% triton_mm_3693 0.0867 ms 46.5% triton_mm_3683 0.0915 ms 44.0% SingleProcess AUTOTUNE benchmarking takes 2.1343 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5425 ms 100.0% triton_mm_3732 0.5496 ms 98.7% triton_mm_3733 0.5714 ms 94.9% triton_mm_3734 0.6136 ms 88.4% triton_mm_3727 0.6872 ms 78.9% triton_mm_3725 0.6909 ms 78.5% triton_mm_3729 0.6952 ms 78.0% triton_mm_3726 0.7294 ms 74.4% triton_mm_3730 0.7562 ms 71.7% triton_mm_3728 0.7869 ms 68.9% SingleProcess AUTOTUNE benchmarking takes 2.6064 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5367 ms 100.0% triton_mm_3789 0.5647 ms 95.0% triton_mm_3790 0.5858 ms 91.6% triton_mm_3791 0.6094 ms 88.1% triton_mm_3784 0.6745 ms 79.6% triton_mm_3782 0.6882 ms 78.0% triton_mm_3786 0.6918 ms 77.6% triton_mm_3785 0.7306 ms 73.5% triton_mm_3787 0.7456 ms 72.0% triton_mm_3783 0.7565 ms 70.9% SingleProcess AUTOTUNE benchmarking takes 2.6002 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6864, 6864x6144) mm 0.5418 ms 100.0% triton_mm_3937 0.5679 ms 95.4% triton_mm_3938 0.5873 ms 92.3% triton_mm_3939 0.6076 ms 89.2% triton_mm_3932 0.6834 ms 79.3% triton_mm_3934 0.6943 ms 78.0% triton_mm_3930 0.6989 ms 77.5% triton_mm_3933 0.7242 ms 74.8% triton_mm_3935 0.7407 ms 73.1% triton_mm_3931 0.7568 ms 71.6% SingleProcess AUTOTUNE benchmarking takes 2.5987 seconds and 0.0000 seconds precompiling AUTOTUNE mm(24x9216, 9216x1536) mm 0.0402 ms 100.0% triton_mm_3876 0.0413 ms 97.4% triton_mm_3872 0.0425 ms 94.6% triton_mm_3880 0.0539 ms 74.5% triton_mm_3884 0.0676 ms 59.5% triton_mm_3871 0.0724 ms 55.6% triton_mm_3870 0.0780 ms 51.5% triton_mm_3875 0.0848 ms 47.4% triton_mm_3879 0.0867 ms 46.4% triton_mm_3869 0.0917 ms 43.8% SingleProcess AUTOTUNE benchmarking takes 2.1340 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x1536, 1536x6144) mm 0.5478 ms 100.0% triton_mm_3918 0.5506 ms 99.5% triton_mm_3919 0.5705 ms 96.0% triton_mm_3920 0.6157 ms 89.0% triton_mm_3913 0.6852 ms 79.9% triton_mm_3911 0.6863 ms 79.8% triton_mm_3915 0.6929 ms 79.1% triton_mm_3912 0.7290 ms 75.1% triton_mm_3916 0.7485 ms 73.2% triton_mm_3914 0.7856 ms 69.7% SingleProcess AUTOTUNE benchmarking takes 2.6050 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5380 ms 100.0% triton_mm_3975 0.5639 ms 95.4% triton_mm_3976 0.5855 ms 91.9% triton_mm_3977 0.6104 ms 88.1% triton_mm_3970 0.6769 ms 79.5% triton_mm_3968 0.6887 ms 78.1% triton_mm_3972 0.6952 ms 77.4% triton_mm_3971 0.7306 ms 73.6% triton_mm_3973 0.7475 ms 72.0% triton_mm_3969 0.7581 ms 71.0% SingleProcess AUTOTUNE benchmarking takes 2.5974 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6144x6864, 6864x1536) mm 0.5371 ms 100.0% triton_mm_4161 0.5648 ms 95.1% triton_mm_4162 0.5854 ms 91.7% triton_mm_4163 0.6106 ms 88.0% triton_mm_4156 0.6740 ms 79.7% triton_mm_4154 0.6860 ms 78.3% triton_mm_4158 0.6923 ms 77.6% triton_mm_4157 0.7275 ms 73.8% triton_mm_4159 0.7441 ms 72.2% triton_mm_4155 0.7609 ms 70.6% SingleProcess AUTOTUNE benchmarking takes 2.6008 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x768, 768x2048) triton_mm_5778 0.1000 ms 100.0% triton_mm_5779 0.1036 ms 96.5% triton_mm_5773 0.1191 ms 84.0% triton_mm_5771 0.1194 ms 83.8% triton_mm_5775 0.1201 ms 83.3% mm 0.1209 ms 82.7% triton_mm_5780 0.1277 ms 78.3% triton_mm_5772 0.1291 ms 77.5% triton_mm_5776 0.1344 ms 74.4% triton_mm_5774 0.1564 ms 64.0% SingleProcess AUTOTUNE benchmarking takes 10.5864 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x2048, 2048x2048) mm 0.2384 ms 100.0% triton_mm_5816 0.2388 ms 99.8% triton_mm_5817 0.2484 ms 96.0% triton_mm_5818 0.2620 ms 91.0% triton_mm_5809 0.3004 ms 79.3% triton_mm_5811 0.3009 ms 79.2% triton_mm_5813 0.3041 ms 78.4% triton_mm_5812 0.3236 ms 73.7% triton_mm_5810 0.3292 ms 72.4% triton_mm_5814 0.3377 ms 70.6% SingleProcess AUTOTUNE benchmarking takes 10.3550 seconds and 0.0000 seconds precompiling AUTOTUNE mm(2048x6864, 6864x2048) mm 0.2454 ms 100.0% triton_mm_5835 0.2829 ms 86.8% triton_mm_5836 0.2895 ms 84.8% triton_mm_5832 0.3177 ms 77.3% triton_mm_5828 0.3203 ms 76.6% triton_mm_5831 0.3273 ms 75.0% triton_mm_5830 0.3294 ms 74.5% triton_mm_5833 0.3349 ms 73.3% triton_mm_5829 0.3403 ms 72.1% triton_mm_5837 0.3435 ms 71.5% SingleProcess AUTOTUNE benchmarking takes 9.9375 seconds and 0.0000 seconds precompiling AUTOTUNE mm(2048x6864, 6864x1536) mm 0.1793 ms 100.0% triton_mm_5873 0.1866 ms 96.1% triton_mm_5874 0.1931 ms 92.8% triton_mm_5875 0.2005 ms 89.4% triton_mm_5869 0.2545 ms 70.4% triton_mm_5871 0.2634 ms 68.1% triton_mm_5867 0.2671 ms 67.1% triton_mm_5868 0.2699 ms 66.4% triton_mm_5870 0.2740 ms 65.4% triton_mm_5866 0.2768 ms 64.8% SingleProcess AUTOTUNE benchmarking takes 9.9026 seconds and 0.0000 seconds precompiling AUTOTUNE mm(768x6864, 6864x2048) mm 0.0948 ms 100.0% triton_mm_5799 0.0997 ms 95.0% triton_mm_5798 0.1093 ms 86.7% triton_mm_5792 0.1176 ms 80.6% triton_mm_5797 0.1217 ms 77.9% triton_mm_5790 0.1221 ms 77.6% triton_mm_5794 0.1251 ms 75.8% triton_mm_5793 0.1273 ms 74.5% triton_mm_5795 0.1328 ms 71.4% triton_mm_5791 0.1354 ms 70.0% SingleProcess AUTOTUNE benchmarking takes 9.7649 seconds and 0.0000 seconds precompiling AUTOTUNE mm(6864x2048, 2048x1536) mm 0.1758 ms 100.0% triton_mm_5854 0.1794 ms 98.0% triton_mm_5855 0.1864 ms 94.3% triton_mm_5856 0.1957 ms 89.8% triton_mm_5849 0.2223 ms 79.1% triton_mm_5851 0.2256 ms 77.9% triton_mm_5847 0.2269 ms 77.5% triton_mm_5850 0.2431 ms 72.3% triton_mm_5848 0.2487 ms 70.7% triton_mm_5852 0.2542 ms 69.1% SingleProcess AUTOTUNE benchmarking takes 10.2864 seconds and 0.0000 seconds precompiling AUTOTUNE mm(1536x6840, 6840x28) mm 0.0359 ms 100.0% triton_mm_7003 0.0472 ms 76.2% triton_mm_6996 0.0484 ms 74.3% triton_mm_6994 0.0578 ms 62.1% triton_mm_6995 0.0648 ms 55.4% triton_mm_7002 0.0708 ms 50.8% triton_mm_6999 0.0719 ms 50.0% triton_mm_6993 0.0729 ms 49.3% triton_mm_7008 0.0735 ms 48.9% triton_mm_7001 0.0795 ms 45.2% SingleProcess AUTOTUNE benchmarking takes 6.8479 seconds and 0.0000 seconds precompiling /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/tokenizer/tokenizer_image/dino_enc/dinov2.py:122: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): /home/user/VAR/trainer.py:170: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=False): Validation Progress: 0%| | 0/44 [00:00