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,11.9,74395.44,0.498 (0.512),22.64,0.386 (0.407),22.57,True,default,759164b7ad116e091e9d3e222211c9aa27d835f6
black-forest-labs/FLUX.1-dev-bnb-nf4,FluxTransformer2DModel,5.95,14883.18,0.527 (0.533),6.72,nan,nan,,,759164b7ad116e091e9d3e222211c9aa27d835f6
black-forest-labs/FLUX.1-dev-layerwise-upcasting,FluxTransformer2DModel,11.9,74395.44,0.551 (0.572),22.19,nan,nan,,,759164b7ad116e091e9d3e222211c9aa27d835f6
black-forest-labs/FLUX.1-dev-group-offload-leaf,FluxTransformer2DModel,11.9,74395.44,1.874 (1.875),0.56,nan,nan,,,759164b7ad116e091e9d3e222211c9aa27d835f6
Lightricks/LTX-Video-0.9.7-dev-bf16,LTXVideoTransformer3DModel,13.04,212025.96,1.44 (1.501),25.22,1.164 (1.251),25.05,True,default,759164b7ad116e091e9d3e222211c9aa27d835f6
Lightricks/LTX-Video-0.9.7-dev-layerwise-upcasting,LTXVideoTransformer3DModel,13.04,212025.96,1.492 (1.543),24.38,nan,nan,,,759164b7ad116e091e9d3e222211c9aa27d835f6
Lightricks/LTX-Video-0.9.7-dev-group-offload-leaf,LTXVideoTransformer3DModel,13.04,212025.96,2.581 (2.607),1.05,nan,nan,,,759164b7ad116e091e9d3e222211c9aa27d835f6
stabilityai/stable-diffusion-xl-base-1.0-bf16,UNet2DConditionModel,2.57,6763.01,0.07 (0.071),5.05,0.052 (0.054),5.13,True,default,759164b7ad116e091e9d3e222211c9aa27d835f6
stabilityai/stable-diffusion-xl-base-1.0-layerwise-upcasting,UNet2DConditionModel,2.57,6763.01,0.143 (0.145),4.89,nan,nan,,,759164b7ad116e091e9d3e222211c9aa27d835f6
stabilityai/stable-diffusion-xl-base-1.0-group-offload-leaf,UNet2DConditionModel,2.57,6763.01,0.522 (0.521),0.2,nan,nan,,,759164b7ad116e091e9d3e222211c9aa27d835f6
Wan-AI/Wan2.1-T2V-14B-Diffusers-bf16,WanTransformer3DModel,14.29,1678491.39,9.862 (10.445),30.24,8.743 (9.056),30.61,True,default,759164b7ad116e091e9d3e222211c9aa27d835f6
Wan-AI/Wan2.1-T2V-14B-Diffusers-layerwise-upcasting,WanTransformer3DModel,14.29,1678491.39,9.757 (10.393),26.78,nan,nan,,,759164b7ad116e091e9d3e222211c9aa27d835f6
Wan-AI/Wan2.1-T2V-14B-Diffusers-group-offload-leaf,WanTransformer3DModel,14.29,1678491.39,10.354 (10.913),3.5,nan,nan,,,759164b7ad116e091e9d3e222211c9aa27d835f6