collated_results.csv

scenario,model_cls,num_params_B,flops_G,time_plain_s,mem_plain_GB,time_compile_s,mem_compile_GB,fullgraph,mode,github_sha
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
black-forest-labs/FLUX.1-dev-bnb-nf4,FluxTransformer2DModel,5.95,nan,0.57 (0.56),6.72,nan,nan,,,cc5b31ffc985efff096735ec290876617e0cabbb
black-forest-labs/FLUX.1-dev-layerwise-upcasting,FluxTransformer2DModel,11.9,59523.04,0.602 (0.597),22.18,nan,nan,,,cc5b31ffc985efff096735ec290876617e0cabbb
black-forest-labs/FLUX.1-dev-group-offload-leaf,FluxTransformer2DModel,11.9,59523.04,1.89 (1.891),0.55,nan,nan,,,cc5b31ffc985efff096735ec290876617e0cabbb
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
Lightricks/LTX-Video-0.9.7-dev-layerwise-upcasting,LTXVideoTransformer3DModel,13.04,167565.8,1.716 (1.702),24.38,nan,nan,,,cc5b31ffc985efff096735ec290876617e0cabbb
Lightricks/LTX-Video-0.9.7-dev-group-offload-leaf,LTXVideoTransformer3DModel,13.04,167565.8,2.81 (2.792),1.05,nan,nan,,,cc5b31ffc985efff096735ec290876617e0cabbb
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
stabilityai/stable-diffusion-xl-base-1.0-layerwise-upcasting,UNet2DConditionModel,2.57,5979.1,0.146 (0.142),4.89,nan,nan,,,cc5b31ffc985efff096735ec290876617e0cabbb
stabilityai/stable-diffusion-xl-base-1.0-group-offload-leaf,UNet2DConditionModel,2.57,5979.1,0.506 (0.504),0.2,nan,nan,,,cc5b31ffc985efff096735ec290876617e0cabbb
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
Wan-AI/Wan2.1-T2V-14B-Diffusers-layerwise-upcasting,WanTransformer3DModel,14.29,785570.99,11.592 (11.191),26.78,nan,nan,,,cc5b31ffc985efff096735ec290876617e0cabbb
Wan-AI/Wan2.1-T2V-14B-Diffusers-group-offload-leaf,WanTransformer3DModel,14.29,785570.99,11.745 (11.915),3.54,nan,nan,,,cc5b31ffc985efff096735ec290876617e0cabbb