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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,15.286 (-0.09%),10.65 (+0.02%),21.988,61d223c884c1576456a0196f4488f12a16e62206
StableDiffusionXLAdapterPipeline,TencentARC/t2i-adapter-canny-sdxl-1.0,1,50,False,True,14.334 (+0.01%),10.648 (-0.03%),21.988,61d223c884c1576456a0196f4488f12a16e62206
StableDiffusionAdapterPipeline,TencentARC/t2iadapter_canny_sd14v1,1,50,False,False,2.946 (-0.10%),3.338 (+0.03%),21.988,61d223c884c1576456a0196f4488f12a16e62206
StableDiffusionAdapterPipeline,TencentARC/t2iadapter_canny_sd14v1,1,50,False,True,2.644 (+0.15%),3.348 (+0.24%),21.988,61d223c884c1576456a0196f4488f12a16e62206
StableDiffusionXLControlNetPipeline,diffusers/controlnet-canny-sdxl-1.0,1,50,False,False,22.33 (-0.12%),12.96 (+0.01%),21.988,61d223c884c1576456a0196f4488f12a16e62206
StableDiffusionXLControlNetPipeline,diffusers/controlnet-canny-sdxl-1.0,1,50,False,True,19.551 (-0.02%),12.86 (+0.01%),21.988,61d223c884c1576456a0196f4488f12a16e62206
KandinskyV22CombinedPipeline,kandinsky-community/kandinsky-2-2-decoder,1,50,False,False,3.527 (-0.48%),9.771 (+0.07%),21.988,61d223c884c1576456a0196f4488f12a16e62206
KandinskyV22CombinedPipeline,kandinsky-community/kandinsky-2-2-decoder,1,50,False,True,3.213 (-0.80%),9.768 (+0.04%),21.988,61d223c884c1576456a0196f4488f12a16e62206
StableDiffusionXLPipeline,latent-consistency/lcm-lora-sdxl,1,4,False,False,1.509 (+0.13%),10.458 (+0.09%),21.988,61d223c884c1576456a0196f4488f12a16e62206
StableDiffusionXLPipeline,latent-consistency/lcm-lora-sdxl,1,4,False,True,1.449 (+0.21%),10.443 (-0.12%),21.988,61d223c884c1576456a0196f4488f12a16e62206
StableDiffusionControlNetPipeline,lllyasviel/sd-controlnet-canny,1,50,False,False,4.088 (0.00%),3.906 (+0.33%),21.988,61d223c884c1576456a0196f4488f12a16e62206
StableDiffusionControlNetPipeline,lllyasviel/sd-controlnet-canny,1,50,False,True,2.999 (-0.03%),3.866 (-0.10%),21.988,61d223c884c1576456a0196f4488f12a16e62206
StableDiffusionImg2ImgPipeline,runwayml/stable-diffusion-v1-5,1,50,False,False,2.444 (-0.04%),3.184 (-0.34%),21.988,61d223c884c1576456a0196f4488f12a16e62206
StableDiffusionImg2ImgPipeline,runwayml/stable-diffusion-v1-5,1,50,False,True,1.861 (+0.16%),3.194 (+0.03%),21.988,61d223c884c1576456a0196f4488f12a16e62206
StableDiffusionInpaintPipeline,runwayml/stable-diffusion-v1-5,1,50,False,False,3.06 (+0.10%),3.195 (+0.35%),21.988,61d223c884c1576456a0196f4488f12a16e62206
StableDiffusionInpaintPipeline,runwayml/stable-diffusion-v1-5,1,50,False,True,2.338 (+0.34%),3.194 (0.00%),21.988,61d223c884c1576456a0196f4488f12a16e62206
StableDiffusionPipeline,runwayml/stable-diffusion-v1-5,1,50,False,False,2.936 (-0.03%),3.192 (0.00%),21.988,61d223c884c1576456a0196f4488f12a16e62206
StableDiffusionPipeline,runwayml/stable-diffusion-v1-5,1,50,False,True,2.209 (+0.18%),3.193 (0.00%),21.988,61d223c884c1576456a0196f4488f12a16e62206
StableDiffusionXLPipeline,segmind/SSD-1B,1,50,False,False,10.248 (-0.04%),8.125 (+0.21%),21.988,61d223c884c1576456a0196f4488f12a16e62206
StableDiffusionXLPipeline,segmind/SSD-1B,1,50,False,True,9.034 (-0.12%),8.112 (+0.01%),21.988,61d223c884c1576456a0196f4488f12a16e62206
StableDiffusionXLImg2ImgPipeline,stabilityai/sdxl-turbo,1,2,False,False,0.387 (-0.26%),7.654 (+0.04%),21.988,61d223c884c1576456a0196f4488f12a16e62206
StableDiffusionXLImg2ImgPipeline,stabilityai/sdxl-turbo,1,2,False,True,1.229 (+0.08%),7.653 (+0.01%),21.988,61d223c884c1576456a0196f4488f12a16e62206
StableDiffusionXLPipeline,stabilityai/sdxl-turbo,1,1,False,False,0.292 (-0.34%),7.659 (+0.07%),21.988,61d223c884c1576456a0196f4488f12a16e62206
StableDiffusionXLPipeline,stabilityai/sdxl-turbo,1,1,False,True,1.124 (-0.62%),7.655 (-0.04%),21.988,61d223c884c1576456a0196f4488f12a16e62206
StableDiffusionXLInpaintPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,False,16.073 (-0.09%),10.474 (+0.02%),21.988,61d223c884c1576456a0196f4488f12a16e62206
StableDiffusionXLInpaintPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,True,14.414 (+0.03%),10.468 (-0.04%),21.988,61d223c884c1576456a0196f4488f12a16e62206
StableDiffusionXLPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,False,15.525 (-0.05%),10.466 (+0.01%),21.988,61d223c884c1576456a0196f4488f12a16e62206
StableDiffusionXLPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,True,13.762 (-0.07%),10.467 (0.00%),21.988,61d223c884c1576456a0196f4488f12a16e62206
StableDiffusionXLImg2ImgPipeline,stabilityai/stable-diffusion-xl-refiner-1.0,1,50,False,False,6.124 (-0.23%),9.613 (-0.11%),21.988,61d223c884c1576456a0196f4488f12a16e62206
StableDiffusionXLImg2ImgPipeline,stabilityai/stable-diffusion-xl-refiner-1.0,1,50,False,True,5.744 (-0.02%),9.614 (-0.07%),21.988,61d223c884c1576456a0196f4488f12a16e62206
WuerstchenCombinedPipeline,warp-ai/wuerstchen,1,50,False,False,4.232 (+1.15%),6.071 (-0.07%),21.988,61d223c884c1576456a0196f4488f12a16e62206
WuerstchenCombinedPipeline,warp-ai/wuerstchen,1,50,False,True,4.128 (-3.21%),6.074 (0.00%),21.988,61d223c884c1576456a0196f4488f12a16e62206