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
StableDiffusionXLAdapterPipeline,TencentARC/t2i-adapter-canny-sdxl-1.0,1,50,False,False,15.033 (-0.05%),10.654 (+0.03%),22.191,08bf7545070764d41637e90290ca9b92b392263e
StableDiffusionXLAdapterPipeline,TencentARC/t2i-adapter-canny-sdxl-1.0,1,50,False,True,13.836 (-0.36%),10.649 (-0.03%),22.191,08bf7545070764d41637e90290ca9b92b392263e
StableDiffusionAdapterPipeline,TencentARC/t2iadapter_canny_sd14v1,1,50,False,False,2.89 (-2.03%),3.348 (-0.06%),22.191,08bf7545070764d41637e90290ca9b92b392263e
StableDiffusionAdapterPipeline,TencentARC/t2iadapter_canny_sd14v1,1,50,False,True,2.547 (-0.24%),3.347 (+0.27%),22.191,08bf7545070764d41637e90290ca9b92b392263e
StableDiffusionXLControlNetPipeline,diffusers/controlnet-canny-sdxl-1.0,1,50,False,False,22.012 (-0.04%),12.962 (-0.03%),22.191,08bf7545070764d41637e90290ca9b92b392263e
StableDiffusionXLControlNetPipeline,diffusers/controlnet-canny-sdxl-1.0,1,50,False,True,18.867 (-0.14%),12.857 (-0.01%),22.191,08bf7545070764d41637e90290ca9b92b392263e
KandinskyV22CombinedPipeline,kandinsky-community/kandinsky-2-2-decoder,1,50,False,False,3.535 (-0.90%),9.801 (+0.38%),22.191,08bf7545070764d41637e90290ca9b92b392263e
KandinskyV22CombinedPipeline,kandinsky-community/kandinsky-2-2-decoder,1,50,False,True,3.218 (-1.14%),9.773 (+0.09%),22.191,08bf7545070764d41637e90290ca9b92b392263e
StableDiffusionXLPipeline,latent-consistency/lcm-lora-sdxl,1,4,False,False,1.51 (-0.20%),10.455 (-0.08%),22.191,08bf7545070764d41637e90290ca9b92b392263e
StableDiffusionXLPipeline,latent-consistency/lcm-lora-sdxl,1,4,False,True,1.433 (-0.35%),10.462 (-0.06%),22.191,08bf7545070764d41637e90290ca9b92b392263e
StableDiffusionControlNetPipeline,lllyasviel/sd-controlnet-canny,1,50,False,False,4.013 (-0.20%),3.901 (+0.03%),22.191,08bf7545070764d41637e90290ca9b92b392263e
StableDiffusionControlNetPipeline,lllyasviel/sd-controlnet-canny,1,50,False,True,2.829 (+0.14%),3.867 (-0.18%),22.191,08bf7545070764d41637e90290ca9b92b392263e
StableDiffusionPipeline,runwayml/stable-diffusion-v1-5 (IP-Adapter),1,50,False,False,2.975 (-2.11%),4.401 (-0.25%),22.191,08bf7545070764d41637e90290ca9b92b392263e
StableDiffusionPipeline,runwayml/stable-diffusion-v1-5 (IP-Adapter),1,50,False,True,2.179 (-0.18%),4.406 (0.00%),22.191,08bf7545070764d41637e90290ca9b92b392263e
StableDiffusionImg2ImgPipeline,runwayml/stable-diffusion-v1-5,1,50,False,False,2.404 (-1.64%),3.18 (-0.38%),22.191,08bf7545070764d41637e90290ca9b92b392263e
StableDiffusionImg2ImgPipeline,runwayml/stable-diffusion-v1-5,1,50,False,True,1.775 (-0.45%),3.183 (-0.13%),22.191,08bf7545070764d41637e90290ca9b92b392263e
StableDiffusionInpaintPipeline,runwayml/stable-diffusion-v1-5,1,50,False,False,3.012 (-1.60%),3.192 (+0.25%),22.191,08bf7545070764d41637e90290ca9b92b392263e
StableDiffusionInpaintPipeline,runwayml/stable-diffusion-v1-5,1,50,False,True,2.24 (-0.40%),3.184 (-0.31%),22.191,08bf7545070764d41637e90290ca9b92b392263e
StableDiffusionPipeline,runwayml/stable-diffusion-v1-5,1,50,False,False,2.889 (-1.73%),3.195 (+0.35%),22.191,08bf7545070764d41637e90290ca9b92b392263e
StableDiffusionPipeline,runwayml/stable-diffusion-v1-5,1,50,False,True,2.113 (+0.48%),3.193 (+0.28%),22.191,08bf7545070764d41637e90290ca9b92b392263e
StableDiffusionXLPipeline,segmind/SSD-1B,1,50,False,False,10.065 (-0.09%),8.112 (-0.02%),22.191,08bf7545070764d41637e90290ca9b92b392263e
StableDiffusionXLPipeline,segmind/SSD-1B,1,50,False,True,8.629 (0.00%),8.112 (+0.05%),22.191,08bf7545070764d41637e90290ca9b92b392263e
StableDiffusionXLImg2ImgPipeline,stabilityai/sdxl-turbo,1,2,False,False,0.404 (-0.98%),7.651 (-0.03%),22.191,08bf7545070764d41637e90290ca9b92b392263e
StableDiffusionXLImg2ImgPipeline,stabilityai/sdxl-turbo,1,2,False,True,1.285 (-3.46%),7.659 (+0.08%),22.191,08bf7545070764d41637e90290ca9b92b392263e
StableDiffusionXLPipeline,stabilityai/sdxl-turbo,1,1,False,False,0.302 (-1.95%),7.657 (+0.07%),22.191,08bf7545070764d41637e90290ca9b92b392263e
StableDiffusionXLPipeline,stabilityai/sdxl-turbo,1,1,False,True,1.168 (-4.65%),7.651 (-0.01%),22.191,08bf7545070764d41637e90290ca9b92b392263e
StableDiffusionXLPipeline,stabilityai/stable-diffusion-xl-base-1.0 (IP-Adapter),1,50,False,False,15.826 (-0.08%),14.558 (-0.02%),22.191,08bf7545070764d41637e90290ca9b92b392263e
StableDiffusionXLPipeline,stabilityai/stable-diffusion-xl-base-1.0 (IP-Adapter),1,50,False,True,13.674 (-0.19%),14.558 (+0.01%),22.191,08bf7545070764d41637e90290ca9b92b392263e
StableDiffusionXLInpaintPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,False,15.869 (-0.94%),10.466 (-0.06%),22.191,08bf7545070764d41637e90290ca9b92b392263e
StableDiffusionXLInpaintPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,True,14.034 (+0.43%),10.47 (-0.01%),22.191,08bf7545070764d41637e90290ca9b92b392263e
StableDiffusionXLPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,False,15.26 (-0.12%),10.468 (-0.02%),22.191,08bf7545070764d41637e90290ca9b92b392263e
StableDiffusionXLPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,True,13.226 (-0.09%),10.466 (0.00%),22.191,08bf7545070764d41637e90290ca9b92b392263e
StableDiffusionXLImg2ImgPipeline,stabilityai/stable-diffusion-xl-refiner-1.0,1,50,False,False,5.993 (-0.12%),9.612 (-0.12%),22.191,08bf7545070764d41637e90290ca9b92b392263e
StableDiffusionXLImg2ImgPipeline,stabilityai/stable-diffusion-xl-refiner-1.0,1,50,False,True,5.548 (-0.04%),9.621 (+0.07%),22.191,08bf7545070764d41637e90290ca9b92b392263e
WuerstchenCombinedPipeline,warp-ai/wuerstchen,1,50,False,False,4.55 (+1.95%),6.073 (-0.15%),22.191,08bf7545070764d41637e90290ca9b92b392263e
WuerstchenCombinedPipeline,warp-ai/wuerstchen,1,50,False,True,4.521 (-2.54%),6.074 (+0.05%),22.191,08bf7545070764d41637e90290ca9b92b392263e