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{
"is_master": false,
"name": "text",
"cmd": "--depth=20 --bs=768 --ep=350 --fp16=1 --alng=1e-4 --wpe=0.01 --tblr=8e-5 --data_path /mnt/localssd/ImageNet2012/ --workers 12 --vfast 2 --tfast 2 --encoder_model vit_base_patch14_dinov2.lvd142m --decoder_model vit_base_patch14_dinov2.lvd142m --product_quant 2 --semantic_guide dinov2 --num_latent_tokens 121 --codebook_embed_dim 14 --codebook_size 16384 --v_patch_nums 1 1 2 3 3 4 5 6 8 11 --pn 1_1_2_3_3_4_5_6_8_11 --patch_size 11 --local_out_dir_path /sensei-fs/users/xiangl/exp141-var-d20/ --vae_ckpt /sensei-fs/users/xiangl/output/exp141/best_ckpt.pt --p_drop 0.0 --st_ep 50 --ed_ep 150 --sem_half True --clip_norm True --scale 1.0 --encoder_depth 6 --proj_coef 0.2 --query False",
"commit": "a2229298db3e1d35d196f16623f86dea25402aa2",
"branch": "main",
"tb_log_dir_path": "/sensei-fs/users/xiangl/exp141-var-d20/tb-VARd20__pn1_1_2_3_3_4_5_6_8_11__b768ep350adamlr8e-05wd0.05"
}
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{'it': '1669/1669', 'ep': '345/350', 'lr': 6.045855685844446e-06, 'wd': 0.05, 'grad_norm': 0.6480667591094971, 'L_mean': 6.510236784815788, 'L_tail': 5.769152282178402, 'acc_mean': 3.383914341684431, 'acc_tail': 5.303568430244923, 'vL_mean': 6.537256717681885, 'vL_tail': 5.728063106536865, 'vacc_mean': 3.3901920318603516, 'vacc_tail': 5.446495532989502, 'remain_time': '1:09:17', 'finish_time': '2024-11-25 17:54'}
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{'it': '1669/1669', 'ep': '348/350', 'lr': 3.858342274337779e-06, 'wd': 0.05, 'grad_norm': 0.6481664299964904, 'L_mean': 6.49536203444004, 'L_tail': 5.745110334455967, 'acc_mean': 3.4435552242211998, 'acc_tail': 5.388365248218179, 'vL_mean': None, 'vL_tail': None, 'vacc_mean': None, 'vacc_tail': None, 'remain_time': '0:27:50', 'finish_time': '2024-11-25 17:56'}
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{'it': '1669/1669', 'ep': '348/350', 'lr': 3.858342274337779e-06, 'wd': 0.05, 'grad_norm': 0.6481664299964904, 'L_mean': 6.49536203444004, 'L_tail': 5.745110334455967, 'acc_mean': 3.4435552242211998, 'acc_tail': 5.388365248218179, 'vL_mean': 6.537256717681885, 'vL_tail': 5.728063106536865, 'vacc_mean': 3.3901920318603516, 'vacc_tail': 5.446495532989502, 'remain_time': '0:27:50', 'finish_time': '2024-11-25 17:56'}
{'it': '1669/1669', 'ep': '348/350', 'lr': 3.858342274337779e-06, 'wd': 0.05, 'grad_norm': 0.6481664299964904, 'L_mean': 6.49536203444004, 'L_tail': 5.745110334455967, 'acc_mean': 3.4435552242211998, 'acc_tail': 5.388365248218179, 'vL_mean': None, 'vL_tail': None, 'vacc_mean': None, 'vacc_tail': None, 'remain_time': '0:27:51', 'finish_time': '2024-11-25 17:56'}
{'it': '1669/1669', 'ep': '349/350', 'lr': 3.1291711371688897e-06, 'wd': 0.05, 'grad_norm': 0.6459846735000611, 'L_mean': 6.502442425489425, 'L_tail': 5.7594425767660145, 'acc_mean': 3.409273097058758, 'acc_tail': 5.3399406699463725, 'vL_mean': None, 'vL_tail': None, 'vacc_mean': None, 'vacc_tail': None, 'remain_time': '0:13:54', 'finish_time': '2024-11-25 17:56'}
{'it': '1669/1669', 'ep': '349/350', 'lr': 3.1291711371688897e-06, 'wd': 0.05, 'grad_norm': 0.6459846735000611, 'L_mean': 6.502442425489425, 'L_tail': 5.7594425767660145, 'acc_mean': 3.409273097058758, 'acc_tail': 5.3399406699463725, 'vL_mean': None, 'vL_tail': None, 'vacc_mean': None, 'vacc_tail': None, 'remain_time': '0:13:54', 'finish_time': '2024-11-25 17:56'}
{'it': '1669/1669', 'ep': '349/350', 'lr': 3.1291711371688897e-06, 'wd': 0.05, 'grad_norm': 0.6459846735000611, 'L_mean': 6.502442425489425, 'L_tail': 5.7594425767660145, 'acc_mean': 3.409273097058758, 'acc_tail': 5.3399406699463725, 'vL_mean': None, 'vL_tail': None, 'vacc_mean': None, 'vacc_tail': None, 'remain_time': '0:13:54', 'finish_time': '2024-11-25 17:56'}
{'it': '1669/1669', 'ep': '349/350', 'lr': 3.1291711371688897e-06, 'wd': 0.05, 'grad_norm': 0.6459846735000611, 'L_mean': 6.502442425489425, 'L_tail': 5.7594425767660145, 'acc_mean': 3.409273097058758, 'acc_tail': 5.3399406699463725, 'vL_mean': 6.537256717681885, 'vL_tail': 5.728063106536865, 'vacc_mean': 3.3901920318603516, 'vacc_tail': 5.446495532989502, 'remain_time': '0:13:54', 'finish_time': '2024-11-25 17:56'}
{'it': '1669/1669', 'ep': '350/350', 'lr': 2.4000000000000003e-06, 'wd': 0.05, 'grad_norm': 0.6446770310401917, 'L_mean': 6.494014704227448, 'L_tail': 5.747378730773926, 'acc_mean': 3.466501033399254, 'acc_tail': 5.425383163383231, 'vL_mean': 6.5304765701293945, 'vL_tail': 5.718798637390137, 'vacc_mean': 3.4204025268554688, 'vacc_tail': 5.498876094818115, 'remain_time': '0:00:07', 'finish_time': '2024-11-25 17:56'}
{'it': '1669/1669', 'ep': '350/350', 'lr': 2.4000000000000003e-06, 'wd': 0.05, 'grad_norm': 0.6446770310401917, 'L_mean': 6.494014704227448, 'L_tail': 5.747378730773926, 'acc_mean': 3.466501033399254, 'acc_tail': 5.425383163383231, 'vL_mean': None, 'vL_tail': None, 'vacc_mean': None, 'vacc_tail': None, 'remain_time': '0:00:07', 'finish_time': '2024-11-25 17:56'}
{'it': '1669/1669', 'ep': '350/350', 'lr': 2.4000000000000003e-06, 'wd': 0.05, 'grad_norm': 0.6446770310401917, 'L_mean': 6.494014704227448, 'L_tail': 5.747378730773926, 'acc_mean': 3.466501033399254, 'acc_tail': 5.425383163383231, 'vL_mean': None, 'vL_tail': None, 'vacc_mean': None, 'vacc_tail': None, 'remain_time': '0:00:07', 'finish_time': '2024-11-25 17:56'}
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{'it': '1669/1669', 'ep': '350/350', 'lr': 2.4000000000000003e-06, 'wd': 0.05, 'grad_norm': 0.6446770310401917, 'L_mean': 6.494014704227448, 'L_tail': 5.747378730773926, 'acc_mean': 3.466501033399254, 'acc_tail': 5.425383163383231, 'vL_mean': 6.5304765701293945, 'vL_tail': 5.718798637390137, 'vacc_mean': 3.4204025268554688, 'vacc_tail': 5.498876094818115, 'remain_time': '-', 'finish_time': '2024-11-25 17:58'}
{'it': '1669/1669', 'ep': '350/350', 'lr': 2.4000000000000003e-06, 'wd': 0.05, 'grad_norm': 0.6446770310401917, 'L_mean': 6.494014704227448, 'L_tail': 5.747378730773926, 'acc_mean': 3.466501033399254, 'acc_tail': 5.425383163383231, 'vL_mean': None, 'vL_tail': None, 'vacc_mean': None, 'vacc_tail': None, 'remain_time': '-', 'finish_time': '2024-11-25 17:58'}
{'it': '1669/1669', 'ep': '350/350', 'lr': 2.4000000000000003e-06, 'wd': 0.05, 'grad_norm': 0.6446770310401917, 'L_mean': 6.494014704227448, 'L_tail': 5.747378730773926, 'acc_mean': 3.466501033399254, 'acc_tail': 5.425383163383231, 'vL_mean': None, 'vL_tail': None, 'vacc_mean': None, 'vacc_tail': None, 'remain_time': '-', 'finish_time': '2024-11-25 17:58'}
{'it': '1669/1669', 'ep': '350/350', 'lr': 2.4000000000000003e-06, 'wd': 0.05, 'grad_norm': 0.6446770310401917, 'L_mean': 6.494014704227448, 'L_tail': 5.747378730773926, 'acc_mean': 3.466501033399254, 'acc_tail': 5.425383163383231, 'vL_mean': None, 'vL_tail': None, 'vacc_mean': None, 'vacc_tail': None, 'remain_time': '-', 'finish_time': '2024-11-25 17:58'}