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,11.9,74395.44,0.511,22.64,0.413 (0.394),22.57,True,default,9b249df46dd1eb2bdabf6124c3ebeccfb41201e6
black-forest-labs/FLUX.1-dev-bnb-nf4,FluxTransformer2DModel,5.95,nan,0.536 (0.54),6.72,nan,nan,,,9b249df46dd1eb2bdabf6124c3ebeccfb41201e6
black-forest-labs/FLUX.1-dev-layerwise-upcasting,FluxTransformer2DModel,11.9,74395.44,0.574 (0.57),22.19,nan,nan,,,9b249df46dd1eb2bdabf6124c3ebeccfb41201e6
black-forest-labs/FLUX.1-dev-group-offload-leaf,FluxTransformer2DModel,11.9,74395.44,1.873 (1.875),0.56,nan,nan,,,9b249df46dd1eb2bdabf6124c3ebeccfb41201e6
Lightricks/LTX-Video-0.9.7-dev-bf16,LTXVideoTransformer3DModel,13.04,212025.96,1.513 (1.485),25.22,1.265 (1.218),25.05,True,default,9b249df46dd1eb2bdabf6124c3ebeccfb41201e6
Lightricks/LTX-Video-0.9.7-dev-layerwise-upcasting,LTXVideoTransformer3DModel,13.04,212025.96,1.55 (1.536),24.38,nan,nan,,,9b249df46dd1eb2bdabf6124c3ebeccfb41201e6
Lightricks/LTX-Video-0.9.7-dev-group-offload-leaf,LTXVideoTransformer3DModel,13.04,212025.96,2.603 (2.6),1.05,nan,nan,,,9b249df46dd1eb2bdabf6124c3ebeccfb41201e6
stabilityai/stable-diffusion-xl-base-1.0-bf16,UNet2DConditionModel,2.57,6763.01,0.071 (0.07),5.05,0.055 (0.056),5.13,True,default,9b249df46dd1eb2bdabf6124c3ebeccfb41201e6
stabilityai/stable-diffusion-xl-base-1.0-layerwise-upcasting,UNet2DConditionModel,2.57,6763.01,0.145 (0.14),4.89,nan,nan,,,9b249df46dd1eb2bdabf6124c3ebeccfb41201e6
stabilityai/stable-diffusion-xl-base-1.0-group-offload-leaf,UNet2DConditionModel,2.57,6763.01,0.514 (0.517),0.2,nan,nan,,,9b249df46dd1eb2bdabf6124c3ebeccfb41201e6
Wan-AI/Wan2.1-T2V-14B-Diffusers-bf16,WanTransformer3DModel,14.29,1678491.39,11.226 (11.199),30.24,9.946 (8.82),30.61,True,default,9b249df46dd1eb2bdabf6124c3ebeccfb41201e6
Wan-AI/Wan2.1-T2V-14B-Diffusers-layerwise-upcasting,WanTransformer3DModel,14.29,1678491.39,10.855 (10.516),26.78,nan,nan,,,9b249df46dd1eb2bdabf6124c3ebeccfb41201e6
Wan-AI/Wan2.1-T2V-14B-Diffusers-group-offload-leaf,WanTransformer3DModel,14.29,1678491.39,11.757 (11.336),3.5,nan,nan,,,9b249df46dd1eb2bdabf6124c3ebeccfb41201e6