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,11.9,59523.04,0.535 (0.537),22.63,0.391 (0.395),22.73,True,default,b4e6dc3037e75e2dc16466b914b1be597b06be9a
black-forest-labs/FLUX.1-dev-bnb-nf4,FluxTransformer2DModel,5.95,nan,0.564 (0.57),6.72,nan,nan,,,b4e6dc3037e75e2dc16466b914b1be597b06be9a
black-forest-labs/FLUX.1-dev-layerwise-upcasting,FluxTransformer2DModel,11.9,59523.04,0.599 (0.602),22.18,nan,nan,,,b4e6dc3037e75e2dc16466b914b1be597b06be9a
black-forest-labs/FLUX.1-dev-group-offload-leaf,FluxTransformer2DModel,11.9,59523.04,1.879 (1.89),0.55,nan,nan,,,b4e6dc3037e75e2dc16466b914b1be597b06be9a
Lightricks/LTX-Video-0.9.7-dev-bf16,LTXVideoTransformer3DModel,13.04,167565.8,1.656 (1.654),25.22,1.143 (1.135),25.31,True,default,b4e6dc3037e75e2dc16466b914b1be597b06be9a
Lightricks/LTX-Video-0.9.7-dev-layerwise-upcasting,LTXVideoTransformer3DModel,13.04,167565.8,1.714 (1.716),24.38,nan,nan,,,b4e6dc3037e75e2dc16466b914b1be597b06be9a
Lightricks/LTX-Video-0.9.7-dev-group-offload-leaf,LTXVideoTransformer3DModel,13.04,167565.8,2.795 (2.81),1.05,nan,nan,,,b4e6dc3037e75e2dc16466b914b1be597b06be9a
stabilityai/stable-diffusion-xl-base-1.0-bf16,UNet2DConditionModel,2.57,5979.1,0.067 (0.073),5.05,0.054,5.24,True,default,b4e6dc3037e75e2dc16466b914b1be597b06be9a
stabilityai/stable-diffusion-xl-base-1.0-layerwise-upcasting,UNet2DConditionModel,2.57,5979.1,0.127 (0.146),4.89,nan,nan,,,b4e6dc3037e75e2dc16466b914b1be597b06be9a
stabilityai/stable-diffusion-xl-base-1.0-group-offload-leaf,UNet2DConditionModel,2.57,5979.1,0.49 (0.506),0.2,nan,nan,,,b4e6dc3037e75e2dc16466b914b1be597b06be9a
Wan-AI/Wan2.1-T2V-14B-Diffusers-bf16,WanTransformer3DModel,14.29,785570.99,11.517 (11.443),30.25,8.793 (8.895),31.78,True,default,b4e6dc3037e75e2dc16466b914b1be597b06be9a
Wan-AI/Wan2.1-T2V-14B-Diffusers-layerwise-upcasting,WanTransformer3DModel,14.29,785570.99,11.305 (11.592),26.78,nan,nan,,,b4e6dc3037e75e2dc16466b914b1be597b06be9a
Wan-AI/Wan2.1-T2V-14B-Diffusers-group-offload-leaf,WanTransformer3DModel,14.29,785570.99,12.02 (11.745),3.54,nan,nan,,,b4e6dc3037e75e2dc16466b914b1be597b06be9a