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upload from sha: 26775e51cec6695a298556601add9e1b13e67a12

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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,11.9,59529.52,0.535 (0.532),22.61,0.378 (0.377),22.7,True,default,1745e451a72c9f51209b5a84ec0533fb075e77d7
3
- black-forest-labs/FLUX.1-dev-bnb-nf4,FluxTransformer2DModel,5.95,nan,0.559 (0.563),6.7,nan,nan,,,1745e451a72c9f51209b5a84ec0533fb075e77d7
4
- black-forest-labs/FLUX.1-dev-layerwise-upcasting,FluxTransformer2DModel,11.9,59529.52,0.596 (0.598),22.18,nan,nan,,,1745e451a72c9f51209b5a84ec0533fb075e77d7
5
- black-forest-labs/FLUX.1-dev-group-offload-leaf,FluxTransformer2DModel,11.9,59529.52,1.896 (1.897),0.53,nan,nan,,,1745e451a72c9f51209b5a84ec0533fb075e77d7
6
- Lightricks/LTX-Video-0.9.7-dev-bf16,LTXVideoTransformer3DModel,13.04,167583.45,1.619 (1.601),25.22 (25.21),1.099,25.31,True,default,1745e451a72c9f51209b5a84ec0533fb075e77d7
7
- Lightricks/LTX-Video-0.9.7-dev-layerwise-upcasting,LTXVideoTransformer3DModel,13.04,167583.45,1.666 (1.661),24.38,nan,nan,,,1745e451a72c9f51209b5a84ec0533fb075e77d7
8
- Lightricks/LTX-Video-0.9.7-dev-group-offload-leaf,LTXVideoTransformer3DModel,13.04,167583.45,2.768 (2.761),1.05 (1.04),nan,nan,,,1745e451a72c9f51209b5a84ec0533fb075e77d7
9
- stabilityai/stable-diffusion-xl-base-1.0-bf16,UNet2DConditionModel,2.57,5979.1,0.077 (0.076),5.05,0.054 (0.055),5.24,True,default,1745e451a72c9f51209b5a84ec0533fb075e77d7
10
- stabilityai/stable-diffusion-xl-base-1.0-layerwise-upcasting,UNet2DConditionModel,2.57,5979.1,0.156 (0.162),4.89,nan,nan,,,1745e451a72c9f51209b5a84ec0533fb075e77d7
11
- stabilityai/stable-diffusion-xl-base-1.0-group-offload-leaf,UNet2DConditionModel,2.57,5979.1,0.517 (0.518),0.2,nan,nan,,,1745e451a72c9f51209b5a84ec0533fb075e77d7
12
- Wan-AI/Wan2.1-T2V-14B-Diffusers-bf16,WanTransformer3DModel,14.29,785651.93 (785611.67),11.485 (10.966),30.24 (31.17),8.776 (8.59),31.78 (31.77),True,default,1745e451a72c9f51209b5a84ec0533fb075e77d7
13
- Wan-AI/Wan2.1-T2V-14B-Diffusers-layerwise-upcasting,WanTransformer3DModel,14.29,785651.93 (785611.67),11.028 (10.913),26.78,nan,nan,,,1745e451a72c9f51209b5a84ec0533fb075e77d7
14
- Wan-AI/Wan2.1-T2V-14B-Diffusers-group-offload-leaf,WanTransformer3DModel,14.29,785651.93 (785611.67),11.736 (11.254),3.49 (4.48),nan,nan,,,1745e451a72c9f51209b5a84ec0533fb075e77d7
 
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,11.9,59529.52,0.542 (0.535),22.61,0.379 (0.378),22.7,True,default,26775e51cec6695a298556601add9e1b13e67a12
3
+ black-forest-labs/FLUX.1-dev-bnb-nf4,FluxTransformer2DModel,5.95,nan,0.568 (0.559),6.7,nan,nan,,,26775e51cec6695a298556601add9e1b13e67a12
4
+ black-forest-labs/FLUX.1-dev-layerwise-upcasting,FluxTransformer2DModel,11.9,59529.52,0.601 (0.596),22.18,nan,nan,,,26775e51cec6695a298556601add9e1b13e67a12
5
+ black-forest-labs/FLUX.1-dev-group-offload-leaf,FluxTransformer2DModel,11.9,59529.52,1.898 (1.896),0.53,nan,nan,,,26775e51cec6695a298556601add9e1b13e67a12
6
+ Lightricks/LTX-Video-0.9.7-dev-bf16,LTXVideoTransformer3DModel,13.04,167583.45,1.614 (1.619),25.22,1.108 (1.099),25.31,True,default,26775e51cec6695a298556601add9e1b13e67a12
7
+ Lightricks/LTX-Video-0.9.7-dev-layerwise-upcasting,LTXVideoTransformer3DModel,13.04,167583.45,1.674 (1.666),24.38,nan,nan,,,26775e51cec6695a298556601add9e1b13e67a12
8
+ Lightricks/LTX-Video-0.9.7-dev-group-offload-leaf,LTXVideoTransformer3DModel,13.04,167583.45,2.764 (2.768),1.05,nan,nan,,,26775e51cec6695a298556601add9e1b13e67a12
9
+ stabilityai/stable-diffusion-xl-base-1.0-bf16,UNet2DConditionModel,2.57,5979.1,0.076 (0.077),5.05,0.055 (0.054),5.24,True,default,26775e51cec6695a298556601add9e1b13e67a12
10
+ stabilityai/stable-diffusion-xl-base-1.0-layerwise-upcasting,UNet2DConditionModel,2.57,5979.1,0.155 (0.156),4.89,nan,nan,,,26775e51cec6695a298556601add9e1b13e67a12
11
+ stabilityai/stable-diffusion-xl-base-1.0-group-offload-leaf,UNet2DConditionModel,2.57,5979.1,0.518 (0.517),0.2,nan,nan,,,26775e51cec6695a298556601add9e1b13e67a12
12
+ Wan-AI/Wan2.1-T2V-14B-Diffusers-bf16,WanTransformer3DModel,14.29,785651.93,11.215 (11.485),30.24,8.652 (8.776),31.78,True,default,26775e51cec6695a298556601add9e1b13e67a12
13
+ Wan-AI/Wan2.1-T2V-14B-Diffusers-layerwise-upcasting,WanTransformer3DModel,14.29,785651.93,11.035 (11.028),26.78,nan,nan,,,26775e51cec6695a298556601add9e1b13e67a12
14
+ Wan-AI/Wan2.1-T2V-14B-Diffusers-group-offload-leaf,WanTransformer3DModel,14.29,785651.93,11.582 (11.736),3.49,nan,nan,,,26775e51cec6695a298556601add9e1b13e67a12