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,11.9,74395.44,0.497 (0.514),22.64,0.398 (0.406),22.57,True,default,303c1d8b04688a48d67fe1829217c721996995c0
black-forest-labs/FLUX.1-dev-bnb-nf4,FluxTransformer2DModel,5.95,nan,0.52 (0.525),6.72,nan,nan,,,303c1d8b04688a48d67fe1829217c721996995c0
black-forest-labs/FLUX.1-dev-layerwise-upcasting,FluxTransformer2DModel,11.9,74395.44,0.558 (0.562),22.19,nan,nan,,,303c1d8b04688a48d67fe1829217c721996995c0
black-forest-labs/FLUX.1-dev-group-offload-leaf,FluxTransformer2DModel,11.9,74395.44,1.87 (1.871),0.56,nan,nan,,,303c1d8b04688a48d67fe1829217c721996995c0
Lightricks/LTX-Video-0.9.7-dev-bf16,LTXVideoTransformer3DModel,13.04,212025.96,1.44 (1.482),25.22,1.12 (1.152),24.97,True,default,303c1d8b04688a48d67fe1829217c721996995c0
Lightricks/LTX-Video-0.9.7-dev-layerwise-upcasting,LTXVideoTransformer3DModel,13.04,212025.96,1.48 (1.511),24.38,nan,nan,,,303c1d8b04688a48d67fe1829217c721996995c0
Lightricks/LTX-Video-0.9.7-dev-group-offload-leaf,LTXVideoTransformer3DModel,13.04,212025.96,2.573 (2.593),1.05,nan,nan,,,303c1d8b04688a48d67fe1829217c721996995c0
stabilityai/stable-diffusion-xl-base-1.0-bf16,UNet2DConditionModel,2.57,6763.01,0.069 (0.071),5.05,0.051 (0.053),5.13,True,default,303c1d8b04688a48d67fe1829217c721996995c0
stabilityai/stable-diffusion-xl-base-1.0-layerwise-upcasting,UNet2DConditionModel,2.57,6763.01,0.138 (0.141),4.89,nan,nan,,,303c1d8b04688a48d67fe1829217c721996995c0
stabilityai/stable-diffusion-xl-base-1.0-group-offload-leaf,UNet2DConditionModel,2.57,6763.01,0.517 (0.521),0.2,nan,nan,,,303c1d8b04688a48d67fe1829217c721996995c0
Wan-AI/Wan2.1-T2V-14B-Diffusers-bf16,WanTransformer3DModel,14.29,1678491.39,10.283 (10.858),30.24,8.135 (8.874),30.84,True,default,303c1d8b04688a48d67fe1829217c721996995c0
Wan-AI/Wan2.1-T2V-14B-Diffusers-layerwise-upcasting,WanTransformer3DModel,14.29,1678491.39,10.239 (10.691),26.78,nan,nan,,,303c1d8b04688a48d67fe1829217c721996995c0
Wan-AI/Wan2.1-T2V-14B-Diffusers-group-offload-leaf,WanTransformer3DModel,14.29,1678491.39,10.752 (11.197),3.5,nan,nan,,,303c1d8b04688a48d67fe1829217c721996995c0