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,11.9,74395.44,0.509 (0.511),22.64,0.401 (0.413),22.57,True,default,6d71b76aceff935192e58fee38c5cc5d8d227cf0
black-forest-labs/FLUX.1-dev-bnb-nf4,FluxTransformer2DModel,5.95,nan,0.522 (0.536),6.72,nan,nan,,,6d71b76aceff935192e58fee38c5cc5d8d227cf0
black-forest-labs/FLUX.1-dev-layerwise-upcasting,FluxTransformer2DModel,11.9,74395.44,0.553 (0.574),22.19,nan,nan,,,6d71b76aceff935192e58fee38c5cc5d8d227cf0
black-forest-labs/FLUX.1-dev-group-offload-leaf,FluxTransformer2DModel,11.9,74395.44,1.873,0.56,nan,nan,,,6d71b76aceff935192e58fee38c5cc5d8d227cf0
Lightricks/LTX-Video-0.9.7-dev-bf16,LTXVideoTransformer3DModel,13.04,212025.96,1.466 (1.513),25.22,1.186 (1.265),25.05,True,default,6d71b76aceff935192e58fee38c5cc5d8d227cf0
Lightricks/LTX-Video-0.9.7-dev-layerwise-upcasting,LTXVideoTransformer3DModel,13.04,212025.96,1.511 (1.55),24.38,nan,nan,,,6d71b76aceff935192e58fee38c5cc5d8d227cf0
Lightricks/LTX-Video-0.9.7-dev-group-offload-leaf,LTXVideoTransformer3DModel,13.04,212025.96,2.586 (2.603),1.05,nan,nan,,,6d71b76aceff935192e58fee38c5cc5d8d227cf0
stabilityai/stable-diffusion-xl-base-1.0-bf16,UNet2DConditionModel,2.57,6763.01,0.069 (0.071),5.05,0.053 (0.055),5.13,True,default,6d71b76aceff935192e58fee38c5cc5d8d227cf0
stabilityai/stable-diffusion-xl-base-1.0-layerwise-upcasting,UNet2DConditionModel,2.57,6763.01,0.141 (0.145),4.89,nan,nan,,,6d71b76aceff935192e58fee38c5cc5d8d227cf0
stabilityai/stable-diffusion-xl-base-1.0-group-offload-leaf,UNet2DConditionModel,2.57,6763.01,0.516 (0.514),0.2,nan,nan,,,6d71b76aceff935192e58fee38c5cc5d8d227cf0
Wan-AI/Wan2.1-T2V-14B-Diffusers-bf16,WanTransformer3DModel,14.29,1678491.39,10.777 (11.226),30.24,8.895 (9.946),30.61,True,default,6d71b76aceff935192e58fee38c5cc5d8d227cf0
Wan-AI/Wan2.1-T2V-14B-Diffusers-layerwise-upcasting,WanTransformer3DModel,14.29,1678491.39,10.391 (10.855),26.78,nan,nan,,,6d71b76aceff935192e58fee38c5cc5d8d227cf0
Wan-AI/Wan2.1-T2V-14B-Diffusers-group-offload-leaf,WanTransformer3DModel,14.29,1678491.39,11.246 (11.757),3.5,nan,nan,,,6d71b76aceff935192e58fee38c5cc5d8d227cf0