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,11.9,59523.04,0.542 (0.55),22.63,0.387 (0.381),22.73,True,default,58bf2682612bc29b7cdb8a10ba6eee28a024d6d3
black-forest-labs/FLUX.1-dev-bnb-nf4,FluxTransformer2DModel,5.95,nan,0.565 (0.566),22.18 (6.72),nan,nan,,,58bf2682612bc29b7cdb8a10ba6eee28a024d6d3
black-forest-labs/FLUX.1-dev-layerwise-upcasting,FluxTransformer2DModel,11.9,59523.04,0.598 (0.604),22.18,nan,nan,,,58bf2682612bc29b7cdb8a10ba6eee28a024d6d3
black-forest-labs/FLUX.1-dev-group-offload-leaf,FluxTransformer2DModel,11.9,59523.04,1.89 (1.897),0.55,nan,nan,,,58bf2682612bc29b7cdb8a10ba6eee28a024d6d3
Lightricks/LTX-Video-0.9.7-dev-bf16,LTXVideoTransformer3DModel,13.04,167565.8,1.64 (1.668),25.22,1.103 (1.131),25.31,True,default,58bf2682612bc29b7cdb8a10ba6eee28a024d6d3
Lightricks/LTX-Video-0.9.7-dev-layerwise-upcasting,LTXVideoTransformer3DModel,13.04,167565.8,1.699 (1.727),24.38,nan,nan,,,58bf2682612bc29b7cdb8a10ba6eee28a024d6d3
Lightricks/LTX-Video-0.9.7-dev-group-offload-leaf,LTXVideoTransformer3DModel,13.04,167565.8,2.804 (2.818),1.05,nan,nan,,,58bf2682612bc29b7cdb8a10ba6eee28a024d6d3
stabilityai/stable-diffusion-xl-base-1.0-bf16,UNet2DConditionModel,2.57,5979.1,0.07 (0.075),5.05,0.053 (0.055),5.24,True,default,58bf2682612bc29b7cdb8a10ba6eee28a024d6d3
stabilityai/stable-diffusion-xl-base-1.0-layerwise-upcasting,UNet2DConditionModel,2.57,5979.1,0.143 (0.16),4.89,nan,nan,,,58bf2682612bc29b7cdb8a10ba6eee28a024d6d3
stabilityai/stable-diffusion-xl-base-1.0-group-offload-leaf,UNet2DConditionModel,2.57,5979.1,0.504 (0.523),0.2,nan,nan,,,58bf2682612bc29b7cdb8a10ba6eee28a024d6d3
Wan-AI/Wan2.1-T2V-14B-Diffusers-bf16,WanTransformer3DModel,14.29,785570.99,11.263 (11.627),30.25,8.585 (8.735),31.78,True,default,58bf2682612bc29b7cdb8a10ba6eee28a024d6d3
Wan-AI/Wan2.1-T2V-14B-Diffusers-layerwise-upcasting,WanTransformer3DModel,14.29,785570.99,11.337 (11.423),26.78,nan,nan,,,58bf2682612bc29b7cdb8a10ba6eee28a024d6d3
Wan-AI/Wan2.1-T2V-14B-Diffusers-group-offload-leaf,WanTransformer3DModel,14.29,785570.99,11.757 (11.749),3.54,nan,nan,,,58bf2682612bc29b7cdb8a10ba6eee28a024d6d3