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,11.9,74395.44,0.5 (0.513),22.64,0.401 (0.408),22.57,True,default,86ef420b17363c28e36ebad6b58555e9aa8feda2
black-forest-labs/FLUX.1-dev-bnb-nf4,FluxTransformer2DModel,5.95,14883.18,0.532 (0.534),6.72,nan,nan,,,86ef420b17363c28e36ebad6b58555e9aa8feda2
black-forest-labs/FLUX.1-dev-layerwise-upcasting,FluxTransformer2DModel,11.9,74395.44,0.554 (0.556),22.19,nan,nan,,,86ef420b17363c28e36ebad6b58555e9aa8feda2
black-forest-labs/FLUX.1-dev-group-offload-leaf,FluxTransformer2DModel,11.9,74395.44,1.876 (1.878),0.56,nan,nan,,,86ef420b17363c28e36ebad6b58555e9aa8feda2
Lightricks/LTX-Video-0.9.7-dev-bf16,LTXVideoTransformer3DModel,13.04,212025.96,1.468 (1.476),25.22,1.201 (1.205),25.05,True,default,86ef420b17363c28e36ebad6b58555e9aa8feda2
Lightricks/LTX-Video-0.9.7-dev-layerwise-upcasting,LTXVideoTransformer3DModel,13.04,212025.96,1.516 (1.523),24.38,nan,nan,,,86ef420b17363c28e36ebad6b58555e9aa8feda2
Lightricks/LTX-Video-0.9.7-dev-group-offload-leaf,LTXVideoTransformer3DModel,13.04,212025.96,2.6 (2.608),1.05,nan,nan,,,86ef420b17363c28e36ebad6b58555e9aa8feda2
stabilityai/stable-diffusion-xl-base-1.0-bf16,UNet2DConditionModel,2.57,6763.01,0.072,5.05,0.054,5.13,True,default,86ef420b17363c28e36ebad6b58555e9aa8feda2
stabilityai/stable-diffusion-xl-base-1.0-layerwise-upcasting,UNet2DConditionModel,2.57,6763.01,0.142 (0.144),4.89,nan,nan,,,86ef420b17363c28e36ebad6b58555e9aa8feda2
stabilityai/stable-diffusion-xl-base-1.0-group-offload-leaf,UNet2DConditionModel,2.57,6763.01,0.509 (0.511),0.2,nan,nan,,,86ef420b17363c28e36ebad6b58555e9aa8feda2
Wan-AI/Wan2.1-T2V-14B-Diffusers-bf16,WanTransformer3DModel,14.29,1678491.39,10.423 (10.522),30.24,8.872 (8.953),30.61,True,default,86ef420b17363c28e36ebad6b58555e9aa8feda2
Wan-AI/Wan2.1-T2V-14B-Diffusers-layerwise-upcasting,WanTransformer3DModel,14.29,1678491.39,9.846 (9.869),26.78,nan,nan,,,86ef420b17363c28e36ebad6b58555e9aa8feda2
Wan-AI/Wan2.1-T2V-14B-Diffusers-group-offload-leaf,WanTransformer3DModel,14.29,1678491.39,10.473 (10.546),3.5,nan,nan,,,86ef420b17363c28e36ebad6b58555e9aa8feda2