Datasets:

Modalities:
Tabular
Text
Formats:
csv
Languages:
English
Size:
< 1K
Libraries:
Datasets
pandas
License:
sayakpaul HF Staff commited on
Commit
7382c94
·
verified ·
1 Parent(s): 256268e

upload from sha: cc5b31ffc985efff096735ec290876617e0cabbb

Browse files
Files changed (1) hide show
  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,11.9,59523.04,0.533 (0.547),22.63,0.373 (0.383),22.73,True,default,f5c113e4395bc373ab540fc5a1f7490b7120c40f
3
- black-forest-labs/FLUX.1-dev-bnb-nf4,FluxTransformer2DModel,5.95,nan,0.56 (0.57),6.72,nan,nan,,,f5c113e4395bc373ab540fc5a1f7490b7120c40f
4
- black-forest-labs/FLUX.1-dev-layerwise-upcasting,FluxTransformer2DModel,11.9,59523.04,0.597 (0.603),22.18,nan,nan,,,f5c113e4395bc373ab540fc5a1f7490b7120c40f
5
- black-forest-labs/FLUX.1-dev-group-offload-leaf,FluxTransformer2DModel,11.9,59523.04,1.891 (1.893),0.55,nan,nan,,,f5c113e4395bc373ab540fc5a1f7490b7120c40f
6
- Lightricks/LTX-Video-0.9.7-dev-bf16,LTXVideoTransformer3DModel,13.04,167565.8,1.634 (1.681),25.22,1.098 (1.146),25.31,True,default,f5c113e4395bc373ab540fc5a1f7490b7120c40f
7
- Lightricks/LTX-Video-0.9.7-dev-layerwise-upcasting,LTXVideoTransformer3DModel,13.04,167565.8,1.702 (1.725),24.38,nan,nan,,,f5c113e4395bc373ab540fc5a1f7490b7120c40f
8
- Lightricks/LTX-Video-0.9.7-dev-group-offload-leaf,LTXVideoTransformer3DModel,13.04,167565.8,2.792 (2.81),1.05,nan,nan,,,f5c113e4395bc373ab540fc5a1f7490b7120c40f
9
- stabilityai/stable-diffusion-xl-base-1.0-bf16,UNet2DConditionModel,2.57,5979.1,0.07 (0.067),5.05,0.052 (0.055),5.24,True,default,f5c113e4395bc373ab540fc5a1f7490b7120c40f
10
- stabilityai/stable-diffusion-xl-base-1.0-layerwise-upcasting,UNet2DConditionModel,2.57,5979.1,0.142 (0.148),4.89,nan,nan,,,f5c113e4395bc373ab540fc5a1f7490b7120c40f
11
- stabilityai/stable-diffusion-xl-base-1.0-group-offload-leaf,UNet2DConditionModel,2.57,5979.1,0.504 (0.509),0.2,nan,nan,,,f5c113e4395bc373ab540fc5a1f7490b7120c40f
12
- Wan-AI/Wan2.1-T2V-14B-Diffusers-bf16,WanTransformer3DModel,14.29,785570.99,11.224 (11.536),30.25,8.832 (8.817),31.78,True,default,f5c113e4395bc373ab540fc5a1f7490b7120c40f
13
- Wan-AI/Wan2.1-T2V-14B-Diffusers-layerwise-upcasting,WanTransformer3DModel,14.29,785570.99,11.191 (11.47),26.78,nan,nan,,,f5c113e4395bc373ab540fc5a1f7490b7120c40f
14
- Wan-AI/Wan2.1-T2V-14B-Diffusers-group-offload-leaf,WanTransformer3DModel,14.29,785570.99,11.915 (11.835),3.54,nan,nan,,,f5c113e4395bc373ab540fc5a1f7490b7120c40f
 
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,11.9,59523.04,0.537 (0.533),22.63,0.395 (0.373),22.73,True,default,cc5b31ffc985efff096735ec290876617e0cabbb
3
+ black-forest-labs/FLUX.1-dev-bnb-nf4,FluxTransformer2DModel,5.95,nan,0.57 (0.56),6.72,nan,nan,,,cc5b31ffc985efff096735ec290876617e0cabbb
4
+ black-forest-labs/FLUX.1-dev-layerwise-upcasting,FluxTransformer2DModel,11.9,59523.04,0.602 (0.597),22.18,nan,nan,,,cc5b31ffc985efff096735ec290876617e0cabbb
5
+ black-forest-labs/FLUX.1-dev-group-offload-leaf,FluxTransformer2DModel,11.9,59523.04,1.89 (1.891),0.55,nan,nan,,,cc5b31ffc985efff096735ec290876617e0cabbb
6
+ Lightricks/LTX-Video-0.9.7-dev-bf16,LTXVideoTransformer3DModel,13.04,167565.8,1.654 (1.634),25.22,1.135 (1.098),25.31,True,default,cc5b31ffc985efff096735ec290876617e0cabbb
7
+ Lightricks/LTX-Video-0.9.7-dev-layerwise-upcasting,LTXVideoTransformer3DModel,13.04,167565.8,1.716 (1.702),24.38,nan,nan,,,cc5b31ffc985efff096735ec290876617e0cabbb
8
+ Lightricks/LTX-Video-0.9.7-dev-group-offload-leaf,LTXVideoTransformer3DModel,13.04,167565.8,2.81 (2.792),1.05,nan,nan,,,cc5b31ffc985efff096735ec290876617e0cabbb
9
+ stabilityai/stable-diffusion-xl-base-1.0-bf16,UNet2DConditionModel,2.57,5979.1,0.073 (0.07),5.05,0.054 (0.052),5.24,True,default,cc5b31ffc985efff096735ec290876617e0cabbb
10
+ stabilityai/stable-diffusion-xl-base-1.0-layerwise-upcasting,UNet2DConditionModel,2.57,5979.1,0.146 (0.142),4.89,nan,nan,,,cc5b31ffc985efff096735ec290876617e0cabbb
11
+ stabilityai/stable-diffusion-xl-base-1.0-group-offload-leaf,UNet2DConditionModel,2.57,5979.1,0.506 (0.504),0.2,nan,nan,,,cc5b31ffc985efff096735ec290876617e0cabbb
12
+ Wan-AI/Wan2.1-T2V-14B-Diffusers-bf16,WanTransformer3DModel,14.29,785570.99,11.443 (11.224),30.25,8.895 (8.832),31.78,True,default,cc5b31ffc985efff096735ec290876617e0cabbb
13
+ Wan-AI/Wan2.1-T2V-14B-Diffusers-layerwise-upcasting,WanTransformer3DModel,14.29,785570.99,11.592 (11.191),26.78,nan,nan,,,cc5b31ffc985efff096735ec290876617e0cabbb
14
+ Wan-AI/Wan2.1-T2V-14B-Diffusers-group-offload-leaf,WanTransformer3DModel,14.29,785570.99,11.745 (11.915),3.54,nan,nan,,,cc5b31ffc985efff096735ec290876617e0cabbb