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,11.9,74395.44,0.514 (0.502),22.64,0.406 (0.4),22.57,True,default,e4d219b36663f2c88fbc31fcc5c89a8fff735b7f
black-forest-labs/FLUX.1-dev-bnb-nf4,FluxTransformer2DModel,5.95,nan,0.525 (0.521),6.72,nan,nan,,,e4d219b36663f2c88fbc31fcc5c89a8fff735b7f
black-forest-labs/FLUX.1-dev-layerwise-upcasting,FluxTransformer2DModel,11.9,74395.44,0.562 (0.558),22.19,nan,nan,,,e4d219b36663f2c88fbc31fcc5c89a8fff735b7f
black-forest-labs/FLUX.1-dev-group-offload-leaf,FluxTransformer2DModel,11.9,74395.44,1.871 (1.87),0.56,nan,nan,,,e4d219b36663f2c88fbc31fcc5c89a8fff735b7f
Lightricks/LTX-Video-0.9.7-dev-bf16,LTXVideoTransformer3DModel,13.04,212025.96,1.482 (1.458),25.22,1.152 (1.169),24.97,True,default,e4d219b36663f2c88fbc31fcc5c89a8fff735b7f
Lightricks/LTX-Video-0.9.7-dev-layerwise-upcasting,LTXVideoTransformer3DModel,13.04,212025.96,1.511 (1.508),24.38,nan,nan,,,e4d219b36663f2c88fbc31fcc5c89a8fff735b7f
Lightricks/LTX-Video-0.9.7-dev-group-offload-leaf,LTXVideoTransformer3DModel,13.04,212025.96,2.593 (2.583),1.05,nan,nan,,,e4d219b36663f2c88fbc31fcc5c89a8fff735b7f
stabilityai/stable-diffusion-xl-base-1.0-bf16,UNet2DConditionModel,2.57,6763.01,0.071 (0.07),5.05,0.053,5.13,True,default,e4d219b36663f2c88fbc31fcc5c89a8fff735b7f
stabilityai/stable-diffusion-xl-base-1.0-layerwise-upcasting,UNet2DConditionModel,2.57,6763.01,0.141 (0.143),4.89,nan,nan,,,e4d219b36663f2c88fbc31fcc5c89a8fff735b7f
stabilityai/stable-diffusion-xl-base-1.0-group-offload-leaf,UNet2DConditionModel,2.57,6763.01,0.521 (0.52),0.2,nan,nan,,,e4d219b36663f2c88fbc31fcc5c89a8fff735b7f
Wan-AI/Wan2.1-T2V-14B-Diffusers-bf16,WanTransformer3DModel,14.29,1678491.39,10.858 (10.691),30.24,8.874 (8.604),30.84,True,default,e4d219b36663f2c88fbc31fcc5c89a8fff735b7f
Wan-AI/Wan2.1-T2V-14B-Diffusers-layerwise-upcasting,WanTransformer3DModel,14.29,1678491.39,10.691 (10.443),26.78,nan,nan,,,e4d219b36663f2c88fbc31fcc5c89a8fff735b7f
Wan-AI/Wan2.1-T2V-14B-Diffusers-group-offload-leaf,WanTransformer3DModel,14.29,1678491.39,11.197 (11.096),3.5,nan,nan,,,e4d219b36663f2c88fbc31fcc5c89a8fff735b7f