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upload from sha: a9e4883b6a937bfe9360663d198302ec0f0a204c

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  1. collated_results.csv +13 -13
collated_results.csv CHANGED
@@ -1,14 +1,14 @@
1
  scenario,model_cls,num_params_B,flops_G,time_plain_s,mem_plain_GB,time_compile_s,mem_compile_GB,fullgraph,mode,github_sha
2
- black-forest-labs/FLUX.1-dev-bf16,FluxTransformer2DModel,11.9,59523.04,0.509 (0.535),22.64 (22.63),0.383 (0.391),22.57 (22.73),True,default,051c8a1c0f5c393a447bef18081fdf94c2a3ab9e
3
- black-forest-labs/FLUX.1-dev-bnb-nf4,FluxTransformer2DModel,5.95,nan,0.523 (0.564),6.72,nan,nan,,,051c8a1c0f5c393a447bef18081fdf94c2a3ab9e
4
- black-forest-labs/FLUX.1-dev-layerwise-upcasting,FluxTransformer2DModel,11.9,59523.04,0.561 (0.599),22.19 (22.18),nan,nan,,,051c8a1c0f5c393a447bef18081fdf94c2a3ab9e
5
- black-forest-labs/FLUX.1-dev-group-offload-leaf,FluxTransformer2DModel,11.9,59523.04,1.855 (1.879),0.56 (0.55),nan,nan,,,051c8a1c0f5c393a447bef18081fdf94c2a3ab9e
6
- Lightricks/LTX-Video-0.9.7-dev-bf16,LTXVideoTransformer3DModel,13.04,167565.8,1.468 (1.656),25.22,1.143,25.02 (25.31),True,default,051c8a1c0f5c393a447bef18081fdf94c2a3ab9e
7
- Lightricks/LTX-Video-0.9.7-dev-layerwise-upcasting,LTXVideoTransformer3DModel,13.04,167565.8,1.516 (1.714),24.38,nan,nan,,,051c8a1c0f5c393a447bef18081fdf94c2a3ab9e
8
- Lightricks/LTX-Video-0.9.7-dev-group-offload-leaf,LTXVideoTransformer3DModel,13.04,167565.8,2.574 (2.795),1.05,nan,nan,,,051c8a1c0f5c393a447bef18081fdf94c2a3ab9e
9
- stabilityai/stable-diffusion-xl-base-1.0-bf16,UNet2DConditionModel,2.57,5979.1,0.068 (0.067),5.05,0.054,5.13 (5.24),True,default,051c8a1c0f5c393a447bef18081fdf94c2a3ab9e
10
- stabilityai/stable-diffusion-xl-base-1.0-layerwise-upcasting,UNet2DConditionModel,2.57,5979.1,0.127,4.89,nan,nan,,,051c8a1c0f5c393a447bef18081fdf94c2a3ab9e
11
- stabilityai/stable-diffusion-xl-base-1.0-group-offload-leaf,UNet2DConditionModel,2.57,5979.1,0.491 (0.49),0.2,nan,nan,,,051c8a1c0f5c393a447bef18081fdf94c2a3ab9e
12
- Wan-AI/Wan2.1-T2V-14B-Diffusers-bf16,WanTransformer3DModel,14.29,785570.99,10.861 (11.517),30.24 (30.25),9.202 (8.793),30.92 (31.78),True,default,051c8a1c0f5c393a447bef18081fdf94c2a3ab9e
13
- Wan-AI/Wan2.1-T2V-14B-Diffusers-layerwise-upcasting,WanTransformer3DModel,14.29,785570.99,10.279 (11.305),26.78,nan,nan,,,051c8a1c0f5c393a447bef18081fdf94c2a3ab9e
14
- Wan-AI/Wan2.1-T2V-14B-Diffusers-group-offload-leaf,WanTransformer3DModel,14.29,785570.99,10.804 (12.02),3.5 (3.54),nan,nan,,,051c8a1c0f5c393a447bef18081fdf94c2a3ab9e
 
1
  scenario,model_cls,num_params_B,flops_G,time_plain_s,mem_plain_GB,time_compile_s,mem_compile_GB,fullgraph,mode,github_sha
2
+ black-forest-labs/FLUX.1-dev-bf16,FluxTransformer2DModel,11.9,59523.04,0.503 (0.509),22.64,0.382 (0.383),22.57,True,default,a9e4883b6a937bfe9360663d198302ec0f0a204c
3
+ black-forest-labs/FLUX.1-dev-bnb-nf4,FluxTransformer2DModel,5.95,nan,0.525 (0.523),6.72,nan,nan,,,a9e4883b6a937bfe9360663d198302ec0f0a204c
4
+ black-forest-labs/FLUX.1-dev-layerwise-upcasting,FluxTransformer2DModel,11.9,59523.04,0.552 (0.561),22.19,nan,nan,,,a9e4883b6a937bfe9360663d198302ec0f0a204c
5
+ black-forest-labs/FLUX.1-dev-group-offload-leaf,FluxTransformer2DModel,11.9,59523.04,1.853 (1.855),0.56,nan,nan,,,a9e4883b6a937bfe9360663d198302ec0f0a204c
6
+ Lightricks/LTX-Video-0.9.7-dev-bf16,LTXVideoTransformer3DModel,13.04,167565.8,1.44 (1.468),25.22,1.121 (1.143),25.02,True,default,a9e4883b6a937bfe9360663d198302ec0f0a204c
7
+ Lightricks/LTX-Video-0.9.7-dev-layerwise-upcasting,LTXVideoTransformer3DModel,13.04,167565.8,1.492 (1.516),24.38,nan,nan,,,a9e4883b6a937bfe9360663d198302ec0f0a204c
8
+ Lightricks/LTX-Video-0.9.7-dev-group-offload-leaf,LTXVideoTransformer3DModel,13.04,167565.8,2.564 (2.574),1.05,nan,nan,,,a9e4883b6a937bfe9360663d198302ec0f0a204c
9
+ stabilityai/stable-diffusion-xl-base-1.0-bf16,UNet2DConditionModel,2.57,5979.1,0.068,5.05,0.053 (0.054),5.13,True,default,a9e4883b6a937bfe9360663d198302ec0f0a204c
10
+ stabilityai/stable-diffusion-xl-base-1.0-layerwise-upcasting,UNet2DConditionModel,2.57,5979.1,0.128 (0.127),4.89,nan,nan,,,a9e4883b6a937bfe9360663d198302ec0f0a204c
11
+ stabilityai/stable-diffusion-xl-base-1.0-group-offload-leaf,UNet2DConditionModel,2.57,5979.1,0.492 (0.491),0.2,nan,nan,,,a9e4883b6a937bfe9360663d198302ec0f0a204c
12
+ Wan-AI/Wan2.1-T2V-14B-Diffusers-bf16,WanTransformer3DModel,14.29,785570.99,11.146 (10.861),30.24,8.533 (9.202),30.92,True,default,a9e4883b6a937bfe9360663d198302ec0f0a204c
13
+ Wan-AI/Wan2.1-T2V-14B-Diffusers-layerwise-upcasting,WanTransformer3DModel,14.29,785570.99,10.253 (10.279),26.78,nan,nan,,,a9e4883b6a937bfe9360663d198302ec0f0a204c
14
+ Wan-AI/Wan2.1-T2V-14B-Diffusers-group-offload-leaf,WanTransformer3DModel,14.29,785570.99,10.629 (10.804),3.5,nan,nan,,,a9e4883b6a937bfe9360663d198302ec0f0a204c