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,11.9,59529.52,0.542 (0.535),22.61,0.379 (0.378),22.7,True,default,26775e51cec6695a298556601add9e1b13e67a12
black-forest-labs/FLUX.1-dev-bnb-nf4,FluxTransformer2DModel,5.95,nan,0.568 (0.559),6.7,nan,nan,,,26775e51cec6695a298556601add9e1b13e67a12
black-forest-labs/FLUX.1-dev-layerwise-upcasting,FluxTransformer2DModel,11.9,59529.52,0.601 (0.596),22.18,nan,nan,,,26775e51cec6695a298556601add9e1b13e67a12
black-forest-labs/FLUX.1-dev-group-offload-leaf,FluxTransformer2DModel,11.9,59529.52,1.898 (1.896),0.53,nan,nan,,,26775e51cec6695a298556601add9e1b13e67a12
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
Lightricks/LTX-Video-0.9.7-dev-layerwise-upcasting,LTXVideoTransformer3DModel,13.04,167583.45,1.674 (1.666),24.38,nan,nan,,,26775e51cec6695a298556601add9e1b13e67a12
Lightricks/LTX-Video-0.9.7-dev-group-offload-leaf,LTXVideoTransformer3DModel,13.04,167583.45,2.764 (2.768),1.05,nan,nan,,,26775e51cec6695a298556601add9e1b13e67a12
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
stabilityai/stable-diffusion-xl-base-1.0-layerwise-upcasting,UNet2DConditionModel,2.57,5979.1,0.155 (0.156),4.89,nan,nan,,,26775e51cec6695a298556601add9e1b13e67a12
stabilityai/stable-diffusion-xl-base-1.0-group-offload-leaf,UNet2DConditionModel,2.57,5979.1,0.518 (0.517),0.2,nan,nan,,,26775e51cec6695a298556601add9e1b13e67a12
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
Wan-AI/Wan2.1-T2V-14B-Diffusers-layerwise-upcasting,WanTransformer3DModel,14.29,785651.93,11.035 (11.028),26.78,nan,nan,,,26775e51cec6695a298556601add9e1b13e67a12
Wan-AI/Wan2.1-T2V-14B-Diffusers-group-offload-leaf,WanTransformer3DModel,14.29,785651.93,11.582 (11.736),3.49,nan,nan,,,26775e51cec6695a298556601add9e1b13e67a12