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  1. collated_results.csv +35 -0
collated_results.csv ADDED
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+ scenario,model_cls,num_params_B,flops_G,time_plain_s,mem_plain_GB,time_compile_s,mem_compile_GB,fullgraph,mode,github_sha
2
+ black-forest-labs/FLUX.1-dev-bf16,FluxTransformer2DModel,11.9,59529.52,0.542,22.61,0.374,22.7,True,default,8161e36d610a2789b6b7040b0d3c7ccf742c3706
3
+ black-forest-labs/FLUX.1-dev-bnb-nf4,FluxTransformer2DModel,5.95,,0.555,6.7,,,,,8161e36d610a2789b6b7040b0d3c7ccf742c3706
4
+ black-forest-labs/FLUX.1-dev-layerwise-upcasting,FluxTransformer2DModel,11.9,59529.52,0.592,22.18,,,,,8161e36d610a2789b6b7040b0d3c7ccf742c3706
5
+ black-forest-labs/FLUX.1-dev-group-offload-leaf,FluxTransformer2DModel,11.9,59529.52,1.895,0.53,,,,,8161e36d610a2789b6b7040b0d3c7ccf742c3706
6
+ black-forest-labs/FLUX.1-dev-bf16,FluxTransformer2DModel,11.9,59529.52,0.542,22.61,0.374,22.7,True,default,8161e36d610a2789b6b7040b0d3c7ccf742c3706
7
+ black-forest-labs/FLUX.1-dev-bnb-nf4,FluxTransformer2DModel,5.95,,0.555,6.7,,,,,8161e36d610a2789b6b7040b0d3c7ccf742c3706
8
+ black-forest-labs/FLUX.1-dev-layerwise-upcasting,FluxTransformer2DModel,11.9,59529.52,0.592,22.18,,,,,8161e36d610a2789b6b7040b0d3c7ccf742c3706
9
+ black-forest-labs/FLUX.1-dev-group-offload-leaf,FluxTransformer2DModel,11.9,59529.52,1.895,0.53,,,,,8161e36d610a2789b6b7040b0d3c7ccf742c3706
10
+ black-forest-labs/FLUX.1-dev-bf16,FluxTransformer2DModel,11.9,59529.52,0.542,22.61,0.374,22.7,True,default,8161e36d610a2789b6b7040b0d3c7ccf742c3706
11
+ black-forest-labs/FLUX.1-dev-bnb-nf4,FluxTransformer2DModel,5.95,,0.555,6.7,,,,,8161e36d610a2789b6b7040b0d3c7ccf742c3706
12
+ black-forest-labs/FLUX.1-dev-layerwise-upcasting,FluxTransformer2DModel,11.9,59529.52,0.592,22.18,,,,,8161e36d610a2789b6b7040b0d3c7ccf742c3706
13
+ black-forest-labs/FLUX.1-dev-group-offload-leaf,FluxTransformer2DModel,11.9,59529.52,1.895,0.53,,,,,8161e36d610a2789b6b7040b0d3c7ccf742c3706
14
+ black-forest-labs/FLUX.1-dev-bf16,FluxTransformer2DModel,11.9,59529.52,0.542,22.61,0.374,22.7,True,default,8161e36d610a2789b6b7040b0d3c7ccf742c3706
15
+ black-forest-labs/FLUX.1-dev-bnb-nf4,FluxTransformer2DModel,5.95,,0.555,6.7,,,,,8161e36d610a2789b6b7040b0d3c7ccf742c3706
16
+ black-forest-labs/FLUX.1-dev-layerwise-upcasting,FluxTransformer2DModel,11.9,59529.52,0.592,22.18,,,,,8161e36d610a2789b6b7040b0d3c7ccf742c3706
17
+ black-forest-labs/FLUX.1-dev-group-offload-leaf,FluxTransformer2DModel,11.9,59529.52,1.895,0.53,,,,,8161e36d610a2789b6b7040b0d3c7ccf742c3706
18
+ Lightricks/LTX-Video-0.9.7-dev-bf16,LTXVideoTransformer3DModel,13.04,167583.45,1.598,25.21,1.101,25.31,True,default,8161e36d610a2789b6b7040b0d3c7ccf742c3706
19
+ Lightricks/LTX-Video-0.9.7-dev-layerwise-upcasting,LTXVideoTransformer3DModel,13.04,167583.45,1.648,24.38,,,,,8161e36d610a2789b6b7040b0d3c7ccf742c3706
20
+ Lightricks/LTX-Video-0.9.7-dev-group-offload-leaf,LTXVideoTransformer3DModel,13.04,167583.45,2.757,1.04,,,,,8161e36d610a2789b6b7040b0d3c7ccf742c3706
21
+ Lightricks/LTX-Video-0.9.7-dev-bf16,LTXVideoTransformer3DModel,13.04,167583.45,1.598,25.21,1.101,25.31,True,default,8161e36d610a2789b6b7040b0d3c7ccf742c3706
22
+ Lightricks/LTX-Video-0.9.7-dev-layerwise-upcasting,LTXVideoTransformer3DModel,13.04,167583.45,1.648,24.38,,,,,8161e36d610a2789b6b7040b0d3c7ccf742c3706
23
+ Lightricks/LTX-Video-0.9.7-dev-group-offload-leaf,LTXVideoTransformer3DModel,13.04,167583.45,2.757,1.04,,,,,8161e36d610a2789b6b7040b0d3c7ccf742c3706
24
+ stabilityai/stable-diffusion-xl-base-1.0-bf16,UNet2DConditionModel,2.57,5979.1,0.076,5.05,0.054,5.24,True,default,8161e36d610a2789b6b7040b0d3c7ccf742c3706
25
+ stabilityai/stable-diffusion-xl-base-1.0-layerwise-upcasting,UNet2DConditionModel,2.57,5979.1,0.157,4.89,,,,,8161e36d610a2789b6b7040b0d3c7ccf742c3706
26
+ stabilityai/stable-diffusion-xl-base-1.0-group-offload-leaf,UNet2DConditionModel,2.57,5979.1,0.519,0.2,,,,,8161e36d610a2789b6b7040b0d3c7ccf742c3706
27
+ Lightricks/LTX-Video-0.9.7-dev-bf16,LTXVideoTransformer3DModel,13.04,167583.45,1.598,25.21,1.101,25.31,True,default,8161e36d610a2789b6b7040b0d3c7ccf742c3706
28
+ Lightricks/LTX-Video-0.9.7-dev-layerwise-upcasting,LTXVideoTransformer3DModel,13.04,167583.45,1.648,24.38,,,,,8161e36d610a2789b6b7040b0d3c7ccf742c3706
29
+ Lightricks/LTX-Video-0.9.7-dev-group-offload-leaf,LTXVideoTransformer3DModel,13.04,167583.45,2.757,1.04,,,,,8161e36d610a2789b6b7040b0d3c7ccf742c3706
30
+ stabilityai/stable-diffusion-xl-base-1.0-bf16,UNet2DConditionModel,2.57,5979.1,0.076,5.05,0.054,5.24,True,default,8161e36d610a2789b6b7040b0d3c7ccf742c3706
31
+ stabilityai/stable-diffusion-xl-base-1.0-layerwise-upcasting,UNet2DConditionModel,2.57,5979.1,0.157,4.89,,,,,8161e36d610a2789b6b7040b0d3c7ccf742c3706
32
+ stabilityai/stable-diffusion-xl-base-1.0-group-offload-leaf,UNet2DConditionModel,2.57,5979.1,0.519,0.2,,,,,8161e36d610a2789b6b7040b0d3c7ccf742c3706
33
+ Wan-AI/Wan2.1-T2V-14B-Diffusers-bf16,WanTransformer3DModel,14.29,785611.67,10.983,31.17,8.599,31.77,True,default,8161e36d610a2789b6b7040b0d3c7ccf742c3706
34
+ Wan-AI/Wan2.1-T2V-14B-Diffusers-layerwise-upcasting,WanTransformer3DModel,14.29,785611.67,10.826,26.78,,,,,8161e36d610a2789b6b7040b0d3c7ccf742c3706
35
+ Wan-AI/Wan2.1-T2V-14B-Diffusers-group-offload-leaf,WanTransformer3DModel,14.29,785611.67,11.269,4.48,,,,,8161e36d610a2789b6b7040b0d3c7ccf742c3706