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,11.9,74395.44,0.508 (0.512),22.64,0.407 (0.388),22.57,True,default,c60830ee365d520ab52b110dda562dd26f7b4d7f
black-forest-labs/FLUX.1-dev-bnb-nf4,FluxTransformer2DModel,5.95,14883.18,0.536 (0.523),6.72,nan,nan,,,c60830ee365d520ab52b110dda562dd26f7b4d7f
black-forest-labs/FLUX.1-dev-layerwise-upcasting,FluxTransformer2DModel,11.9,74395.44,0.564 (0.557),22.19,nan,nan,,,c60830ee365d520ab52b110dda562dd26f7b4d7f
black-forest-labs/FLUX.1-dev-group-offload-leaf,FluxTransformer2DModel,11.9,74395.44,1.877 (1.873),0.56,nan,nan,,,c60830ee365d520ab52b110dda562dd26f7b4d7f
Lightricks/LTX-Video-0.9.7-dev-bf16,LTXVideoTransformer3DModel,13.04,212025.96,1.478 (1.469),25.22,1.194 (1.19),25.05,True,default,c60830ee365d520ab52b110dda562dd26f7b4d7f
Lightricks/LTX-Video-0.9.7-dev-layerwise-upcasting,LTXVideoTransformer3DModel,13.04,212025.96,1.521 (1.517),24.38,nan,nan,,,c60830ee365d520ab52b110dda562dd26f7b4d7f
Lightricks/LTX-Video-0.9.7-dev-group-offload-leaf,LTXVideoTransformer3DModel,13.04,212025.96,2.602 (2.587),1.05,nan,nan,,,c60830ee365d520ab52b110dda562dd26f7b4d7f
stabilityai/stable-diffusion-xl-base-1.0-bf16,UNet2DConditionModel,2.57,6763.01,0.074 (0.072),5.05,0.054 (0.053),5.13,True,default,c60830ee365d520ab52b110dda562dd26f7b4d7f
stabilityai/stable-diffusion-xl-base-1.0-layerwise-upcasting,UNet2DConditionModel,2.57,6763.01,0.152 (0.149),4.89,nan,nan,,,c60830ee365d520ab52b110dda562dd26f7b4d7f
stabilityai/stable-diffusion-xl-base-1.0-group-offload-leaf,UNet2DConditionModel,2.57,6763.01,0.528 (0.526),0.2,nan,nan,,,c60830ee365d520ab52b110dda562dd26f7b4d7f
Wan-AI/Wan2.1-T2V-14B-Diffusers-bf16,WanTransformer3DModel,14.29,1678491.39,10.36 (10.046),30.24,8.907 (8.795),30.61,True,default,c60830ee365d520ab52b110dda562dd26f7b4d7f
Wan-AI/Wan2.1-T2V-14B-Diffusers-layerwise-upcasting,WanTransformer3DModel,14.29,1678491.39,9.857 (9.906),26.78,nan,nan,,,c60830ee365d520ab52b110dda562dd26f7b4d7f
Wan-AI/Wan2.1-T2V-14B-Diffusers-group-offload-leaf,WanTransformer3DModel,14.29,1678491.39,10.439 (10.919),3.5,nan,nan,,,c60830ee365d520ab52b110dda562dd26f7b4d7f