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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,15.291 (-0.01%),10.652 (+0.04%),21.988,3ff1f411c423d85c2a9c5f7a36d509b5554d0e15
StableDiffusionXLAdapterPipeline,TencentARC/t2i-adapter-canny-sdxl-1.0,1,50,False,True,14.325 (+0.05%),10.648 (-0.02%),21.988,3ff1f411c423d85c2a9c5f7a36d509b5554d0e15
StableDiffusionAdapterPipeline,TencentARC/t2iadapter_canny_sd14v1,1,50,False,False,2.946 (-0.10%),3.346 (-0.09%),21.988,3ff1f411c423d85c2a9c5f7a36d509b5554d0e15
StableDiffusionAdapterPipeline,TencentARC/t2iadapter_canny_sd14v1,1,50,False,True,2.643 (+0.23%),3.339 (0.00%),21.988,3ff1f411c423d85c2a9c5f7a36d509b5554d0e15
StableDiffusionXLControlNetPipeline,diffusers/controlnet-canny-sdxl-1.0,1,50,False,False,22.343 (-0.06%),12.959 (-0.01%),21.988,3ff1f411c423d85c2a9c5f7a36d509b5554d0e15
StableDiffusionXLControlNetPipeline,diffusers/controlnet-canny-sdxl-1.0,1,50,False,True,19.539 (-0.04%),12.859 (+0.01%),21.988,3ff1f411c423d85c2a9c5f7a36d509b5554d0e15
KandinskyV22CombinedPipeline,kandinsky-community/kandinsky-2-2-decoder,1,50,False,False,3.536 (+0.17%),9.769 (-0.31%),21.988,3ff1f411c423d85c2a9c5f7a36d509b5554d0e15
KandinskyV22CombinedPipeline,kandinsky-community/kandinsky-2-2-decoder,1,50,False,True,3.217 (+0.12%),9.768 (+0.03%),21.988,3ff1f411c423d85c2a9c5f7a36d509b5554d0e15
StableDiffusionControlNetPipeline,lllyasviel/sd-controlnet-canny,1,50,False,False,4.084 (-0.05%),3.901 (-0.05%),21.988,3ff1f411c423d85c2a9c5f7a36d509b5554d0e15
StableDiffusionControlNetPipeline,lllyasviel/sd-controlnet-canny,1,50,False,True,3.0 (+0.13%),3.864 (-0.31%),21.988,3ff1f411c423d85c2a9c5f7a36d509b5554d0e15
StableDiffusionImg2ImgPipeline,runwayml/stable-diffusion-v1-5,1,50,False,False,2.446 (+0.12%),3.192 (0.00%),21.988,3ff1f411c423d85c2a9c5f7a36d509b5554d0e15
StableDiffusionImg2ImgPipeline,runwayml/stable-diffusion-v1-5,1,50,False,True,1.86 (-0.16%),3.184 (+0.03%),21.988,3ff1f411c423d85c2a9c5f7a36d509b5554d0e15
StableDiffusionInpaintPipeline,runwayml/stable-diffusion-v1-5,1,50,False,False,3.059 (-0.07%),3.191 (+0.35%),21.988,3ff1f411c423d85c2a9c5f7a36d509b5554d0e15
StableDiffusionInpaintPipeline,runwayml/stable-diffusion-v1-5,1,50,False,True,2.344 (+0.69%),3.187 (+0.09%),21.988,3ff1f411c423d85c2a9c5f7a36d509b5554d0e15
StableDiffusionPipeline,runwayml/stable-diffusion-v1-5,1,50,False,False,2.932 (-0.20%),3.181 (-0.09%),21.988,3ff1f411c423d85c2a9c5f7a36d509b5554d0e15
StableDiffusionPipeline,runwayml/stable-diffusion-v1-5,1,50,False,True,2.206 (-0.05%),3.184 (+0.03%),21.988,3ff1f411c423d85c2a9c5f7a36d509b5554d0e15
StableDiffusionXLPipeline,segmind/SSD-1B,1,50,False,False,10.25 (+0.02%),8.11 (-0.06%),21.988,3ff1f411c423d85c2a9c5f7a36d509b5554d0e15
StableDiffusionXLPipeline,segmind/SSD-1B,1,50,False,True,9.038 (-0.04%),8.112 (+0.01%),21.988,3ff1f411c423d85c2a9c5f7a36d509b5554d0e15
StableDiffusionXLInpaintPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,False,16.077 (-0.09%),10.47 (+0.03%),21.988,3ff1f411c423d85c2a9c5f7a36d509b5554d0e15
StableDiffusionXLInpaintPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,True,14.393 (-0.01%),10.474 (+0.07%),21.988,3ff1f411c423d85c2a9c5f7a36d509b5554d0e15
StableDiffusionXLPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,False,15.517 (-0.04%),10.465 (0.00%),21.988,3ff1f411c423d85c2a9c5f7a36d509b5554d0e15
StableDiffusionXLPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,True,13.762 (-0.03%),10.47 (+0.05%),21.988,3ff1f411c423d85c2a9c5f7a36d509b5554d0e15
StableDiffusionXLImg2ImgPipeline,stabilityai/stable-diffusion-xl-refiner-1.0,1,50,False,False,6.118 (+0.08%),9.624 (+0.11%),21.988,3ff1f411c423d85c2a9c5f7a36d509b5554d0e15
StableDiffusionXLImg2ImgPipeline,stabilityai/stable-diffusion-xl-refiner-1.0,1,50,False,True,5.753 (+0.21%),9.623 (+0.08%),21.988,3ff1f411c423d85c2a9c5f7a36d509b5554d0e15
WuerstchenCombinedPipeline,warp-ai/wuerstchen,1,50,False,False,4.359 (+2.66%),6.08 (+0.12%),21.988,3ff1f411c423d85c2a9c5f7a36d509b5554d0e15
WuerstchenCombinedPipeline,warp-ai/wuerstchen,1,50,False,True,4.294 (+1.18%),6.071 (-0.02%),21.988,3ff1f411c423d85c2a9c5f7a36d509b5554d0e15