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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,15.011 (-0.15%),10.649 (+0.02%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
StableDiffusionXLAdapterPipeline,TencentARC/t2i-adapter-canny-sdxl-1.0,1,50,False,True,13.864 (-0.13%),10.649 (-0.02%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
StableDiffusionAdapterPipeline,TencentARC/t2iadapter_canny_sd14v1,1,50,False,False,2.948 (-0.17%),3.347 (+0.09%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
StableDiffusionAdapterPipeline,TencentARC/t2iadapter_canny_sd14v1,1,50,False,True,2.568 (-0.12%),3.348 (+0.30%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
StableDiffusionXLControlNetPipeline,diffusers/controlnet-canny-sdxl-1.0,1,50,False,False,21.984 (-0.05%),12.96 (-0.04%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
StableDiffusionXLControlNetPipeline,diffusers/controlnet-canny-sdxl-1.0,1,50,False,True,18.852 (-0.06%),12.858 (-0.09%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
KandinskyV22CombinedPipeline,kandinsky-community/kandinsky-2-2-decoder,1,50,False,False,3.566 (+0.06%),9.773 (-0.35%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
KandinskyV22CombinedPipeline,kandinsky-community/kandinsky-2-2-decoder,1,50,False,True,3.249 (-0.06%),9.767 (0.00%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
StableDiffusionXLPipeline,latent-consistency/lcm-lora-sdxl,1,4,False,False,1.511 (-0.33%),10.469 (-0.02%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
StableDiffusionXLPipeline,latent-consistency/lcm-lora-sdxl,1,4,False,True,1.442 (+0.42%),10.466 (+0.01%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
StableDiffusionControlNetPipeline,lllyasviel/sd-controlnet-canny,1,50,False,False,4.019 (-0.02%),3.889 (-0.18%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
StableDiffusionControlNetPipeline,lllyasviel/sd-controlnet-canny,1,50,False,True,2.843 (-0.11%),3.875 (+0.26%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
StableDiffusionPipeline,runwayml/stable-diffusion-v1-5 (IP-Adapter),1,50,False,False,3.046 (+24.12%),4.414 (+38.76%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
StableDiffusionPipeline,runwayml/stable-diffusion-v1-5 (IP-Adapter),1,50,False,True,2.212 (+22.82%),4.415 (+38.53%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
StableDiffusionImg2ImgPipeline,runwayml/stable-diffusion-v1-5,1,50,False,False,2.446 (-20.27%),3.18 (-0.41%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
StableDiffusionImg2ImgPipeline,runwayml/stable-diffusion-v1-5,1,50,False,True,1.796 (-20.43%),3.192 (-0.06%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
StableDiffusionInpaintPipeline,runwayml/stable-diffusion-v1-5,1,50,False,False,3.06 (+3.73%),3.184 (-0.25%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
StableDiffusionInpaintPipeline,runwayml/stable-diffusion-v1-5,1,50,False,True,2.256 (+5.77%),3.192 (+0.16%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
StableDiffusionPipeline,runwayml/stable-diffusion-v1-5,1,50,False,False,2.944 (-70.74%),3.195 (-60.60%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
StableDiffusionPipeline,runwayml/stable-diffusion-v1-5,1,50,False,True,2.132 (-75.28%),3.184 (-60.83%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
StableDiffusionXLPipeline,segmind/SSD-1B,1,50,False,False,10.06 (+2365.69%),8.114 (+6.04%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
StableDiffusionXLPipeline,segmind/SSD-1B,1,50,False,True,8.619 (+547.56%),8.112 (+6.00%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
StableDiffusionXLImg2ImgPipeline,stabilityai/sdxl-turbo,1,2,False,False,0.406 (+32.25%),7.655 (+0.04%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
StableDiffusionXLImg2ImgPipeline,stabilityai/sdxl-turbo,1,2,False,True,1.34 (+10.65%),7.659 (+0.10%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
StableDiffusionXLPipeline,stabilityai/sdxl-turbo,1,1,False,False,0.309 (-98.07%),7.653 (-26.89%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
StableDiffusionXLPipeline,stabilityai/sdxl-turbo,1,1,False,True,1.235 (-91.18%),7.656 (-26.86%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
StableDiffusionXLPipeline,stabilityai/stable-diffusion-xl-base-1.0 (IP-Adapter),1,50,False,False,15.815 (+3.71%),14.556 (+39.05%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
StableDiffusionXLPipeline,stabilityai/stable-diffusion-xl-base-1.0 (IP-Adapter),1,50,False,True,13.69 (+3.47%),14.558 (+39.04%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
StableDiffusionXLInpaintPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,False,16.011 (+166.94%),10.468 (+8.89%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
StableDiffusionXLInpaintPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,True,13.975 (+152.12%),10.471 (+8.81%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
StableDiffusionXLPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,False,15.25 (+232.10%),10.47 (+71.89%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
StableDiffusionXLPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,True,13.224 (+186.54%),10.466 (+72.36%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
StableDiffusionXLImg2ImgPipeline,stabilityai/stable-diffusion-xl-refiner-1.0,1,50,False,False,5.996,9.612,21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
StableDiffusionXLImg2ImgPipeline,stabilityai/stable-diffusion-xl-refiner-1.0,1,50,False,True,5.54,9.625,21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
WuerstchenCombinedPipeline,warp-ai/wuerstchen,1,50,False,False,4.975,6.074,21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
WuerstchenCombinedPipeline,warp-ai/wuerstchen,1,50,False,True,4.456,6.082,21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb