upload benchmark results

collated_results.csv

@@ -0,0 +1,14 @@
+,scenario,model_cls,num_params_M,flops_M,time_plain_s,mem_plain_GB,time_compile_s,mem_compile_GB,fullgraph,mode
+0,Wan-AI/Wan2.1-T2V-14B-Diffusers-bf16,WanTransformer3DModel,14288.49,785611670.12,10.715,31.17,8.981,31.77,True,default
+1,Wan-AI/Wan2.1-T2V-14B-Diffusers-layerwise-upcasting,WanTransformer3DModel,14288.49,785611670.12,10.759,26.78,,,,
+2,Wan-AI/Wan2.1-T2V-14B-Diffusers-group-offload-leaf,WanTransformer3DModel,14288.49,785611670.12,10.834,4.48,,,,
+3,stabilityai/stable-diffusion-xl-base-1.0-bf16,UNet2DConditionModel,2567.46,5979098.32,0.087,5.05,0.058,5.39,True,default
+4,stabilityai/stable-diffusion-xl-base-1.0-layerwise-upcasting,UNet2DConditionModel,2567.46,5979098.32,0.173,4.89,,,,
+5,stabilityai/stable-diffusion-xl-base-1.0-group-offload-leaf,UNet2DConditionModel,2567.46,5979098.32,0.38,0.2,,,,
+6,black-forest-labs/FLUX.1-dev-bf16,FluxTransformer2DModel,11901.41,59529519.22,0.53,22.61,0.411,22.85,True,default
+7,black-forest-labs/FLUX.1-dev-bnb-nf4,FluxTransformer2DModel,5952.25,17263.81,0.596,6.7,,,,
+8,black-forest-labs/FLUX.1-dev-layerwise-upcasting,FluxTransformer2DModel,11901.41,59529519.22,0.598,22.18,,,,
+9,black-forest-labs/FLUX.1-dev-group-offload-leaf,FluxTransformer2DModel,11901.41,59529519.22,1.347,0.53,,,,
+10,Lightricks/LTX-Video-0.9.7-dev-bf16,LTXVideoTransformer3DModel,13042.57,167583445.73,1.451,25.21,1.14,25.63,True,default
+11,Lightricks/LTX-Video-0.9.7-dev-layerwise-upcasting,LTXVideoTransformer3DModel,13042.57,167583445.73,1.532,24.38,,,,
+12,Lightricks/LTX-Video-0.9.7-dev-group-offload-leaf,LTXVideoTransformer3DModel,13042.57,167583445.73,1.874,1.04,,,,