benchmarks / collated_results.csv
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pipeline_cls,ckpt_id,batch_size,num_inference_steps,model_cpu_offload,run_compile,time (secs),memory (gbs),actual_gpu_memory (gbs),github_sha
StableDiffusionImg2ImgPipeline,Lykon/DreamShaper,1,50,False,False,2.636 (-1.13%),3.192 (+0.25%),21.951,5c94937dc7561767892d711e199f874dc35df041
StableDiffusionImg2ImgPipeline,Lykon/DreamShaper,1,50,False,True,1.986 (-1.10%),3.194 (0.00%),21.951,5c94937dc7561767892d711e199f874dc35df041
StableDiffusionInpaintPipeline,Lykon/DreamShaper,1,50,False,False,3.302 (-0.93%),3.193 (0.00%),21.951,5c94937dc7561767892d711e199f874dc35df041
StableDiffusionInpaintPipeline,Lykon/DreamShaper,1,50,False,True,2.49 (-1.15%),3.194 (+0.31%),21.951,5c94937dc7561767892d711e199f874dc35df041
StableDiffusionPipeline,Lykon/DreamShaper,1,50,False,False,3.212 (-1.02%),3.188 (+0.25%),21.951,5c94937dc7561767892d711e199f874dc35df041
StableDiffusionPipeline,Lykon/DreamShaper,1,50,False,True,2.377 (-0.96%),3.184 (+0.03%),21.951,5c94937dc7561767892d711e199f874dc35df041
StableDiffusionXLAdapterPipeline,TencentARC/t2i-adapter-canny-sdxl-1.0,1,50,False,False,18.619 (+0.58%),10.651 (+0.03%),21.951,5c94937dc7561767892d711e199f874dc35df041
StableDiffusionXLAdapterPipeline,TencentARC/t2i-adapter-canny-sdxl-1.0,1,50,False,True,17.05 (-1.27%),10.647 (-0.06%),21.951,5c94937dc7561767892d711e199f874dc35df041
StableDiffusionAdapterPipeline,TencentARC/t2iadapter_canny_sd14v1,1,50,False,False,3.209 (-0.77%),3.342 (-0.03%),21.951,5c94937dc7561767892d711e199f874dc35df041
StableDiffusionAdapterPipeline,TencentARC/t2iadapter_canny_sd14v1,1,50,False,True,3.004 (-0.79%),3.349 (+0.27%),21.951,5c94937dc7561767892d711e199f874dc35df041
StableDiffusionXLControlNetPipeline,diffusers/controlnet-canny-sdxl-1.0,1,50,False,False,27.111 (+0.58%),12.957 (-0.04%),21.951,5c94937dc7561767892d711e199f874dc35df041
StableDiffusionXLControlNetPipeline,diffusers/controlnet-canny-sdxl-1.0,1,50,False,True,23.136 (-0.84%),12.859 (0.00%),21.951,5c94937dc7561767892d711e199f874dc35df041
KandinskyV22CombinedPipeline,kandinsky-community/kandinsky-2-2-decoder,1,50,False,False,4.008 (-1.13%),9.761 (-0.03%),21.951,5c94937dc7561767892d711e199f874dc35df041
KandinskyV22CombinedPipeline,kandinsky-community/kandinsky-2-2-decoder,1,50,False,True,3.403 (-1.68%),9.766 (-0.38%),21.951,5c94937dc7561767892d711e199f874dc35df041
StableDiffusionXLPipeline,latent-consistency/lcm-lora-sdxl,1,4,False,False,1.631 (-0.49%),10.467 (0.00%),21.951,5c94937dc7561767892d711e199f874dc35df041
StableDiffusionXLPipeline,latent-consistency/lcm-lora-sdxl,1,4,False,True,1.717 (-1.09%),10.837 (-0.07%),21.951,5c94937dc7561767892d711e199f874dc35df041
StableDiffusionControlNetPipeline,lllyasviel/sd-controlnet-canny,1,50,False,False,4.42 (-1.01%),3.903 (-0.03%),21.951,5c94937dc7561767892d711e199f874dc35df041
StableDiffusionControlNetPipeline,lllyasviel/sd-controlnet-canny,1,50,False,True,3.268 (-1.27%),3.862 (-0.03%),21.951,5c94937dc7561767892d711e199f874dc35df041
StableDiffusionXLPipeline,segmind/SSD-1B,1,50,False,False,12.015 (-0.11%),8.115 (+0.06%),21.951,5c94937dc7561767892d711e199f874dc35df041
StableDiffusionXLPipeline,segmind/SSD-1B,1,50,False,True,10.386 (-0.82%),8.11 (-0.02%),21.951,5c94937dc7561767892d711e199f874dc35df041
StableDiffusionXLImg2ImgPipeline,stabilityai/sdxl-turbo,1,2,False,False,0.417 (-1.65%),7.652 (-0.03%),21.951,5c94937dc7561767892d711e199f874dc35df041
StableDiffusionXLImg2ImgPipeline,stabilityai/sdxl-turbo,1,2,False,True,1.656 (-2.87%),7.651 (-0.03%),21.951,5c94937dc7561767892d711e199f874dc35df041
StableDiffusionXLPipeline,stabilityai/sdxl-turbo,1,1,False,False,0.319 (+0.95%),7.652 (-0.08%),21.951,5c94937dc7561767892d711e199f874dc35df041
StableDiffusionXLPipeline,stabilityai/sdxl-turbo,1,1,False,True,1.508 (+0.07%),7.652 (0.00%),21.951,5c94937dc7561767892d711e199f874dc35df041
StableDiffusionXLInpaintPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,False,19.365 (+0.35%),10.468 (-0.02%),21.951,5c94937dc7561767892d711e199f874dc35df041
StableDiffusionXLInpaintPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,True,16.968 (-0.49%),10.468 (0.00%),21.951,5c94937dc7561767892d711e199f874dc35df041
StableDiffusionXLPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,False,18.772 (+0.94%),10.473 (+0.03%),21.951,5c94937dc7561767892d711e199f874dc35df041
StableDiffusionXLPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,True,16.093 (-0.75%),10.466 (+0.01%),21.951,5c94937dc7561767892d711e199f874dc35df041
StableDiffusionXLImg2ImgPipeline,stabilityai/stable-diffusion-xl-refiner-1.0,1,50,False,False,7.223 (+0.12%),9.623 (+0.10%),21.951,5c94937dc7561767892d711e199f874dc35df041
StableDiffusionXLImg2ImgPipeline,stabilityai/stable-diffusion-xl-refiner-1.0,1,50,False,True,6.4 (-0.56%),9.623 (+0.09%),21.951,5c94937dc7561767892d711e199f874dc35df041
WuerstchenCombinedPipeline,warp-ai/wuerstchen,1,50,False,False,4.588 (+1.66%),6.077 (+0.07%),21.951,5c94937dc7561767892d711e199f874dc35df041
WuerstchenCombinedPipeline,warp-ai/wuerstchen,1,50,False,True,4.502 (-1.34%),6.07 (-0.08%),21.951,5c94937dc7561767892d711e199f874dc35df041