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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,15.034 (-1.36%),10.647 (-0.07%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
StableDiffusionXLAdapterPipeline,TencentARC/t2i-adapter-canny-sdxl-1.0,1,50,False,True,13.882 (-2.38%),10.651 (+0.01%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
StableDiffusionAdapterPipeline,TencentARC/t2iadapter_canny_sd14v1,1,50,False,False,2.953 (+0.10%),3.344 (-0.12%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
StableDiffusionAdapterPipeline,TencentARC/t2iadapter_canny_sd14v1,1,50,False,True,2.571 (-2.98%),3.338 (0.00%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
StableDiffusionXLControlNetPipeline,diffusers/controlnet-canny-sdxl-1.0,1,50,False,False,21.994 (-1.42%),12.965 (+0.03%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
StableDiffusionXLControlNetPipeline,diffusers/controlnet-canny-sdxl-1.0,1,50,False,True,18.864 (-3.15%),12.869 (+0.08%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
KandinskyV22CombinedPipeline,kandinsky-community/kandinsky-2-2-decoder,1,50,False,False,3.564 (+0.88%),9.807 (+0.32%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
KandinskyV22CombinedPipeline,kandinsky-community/kandinsky-2-2-decoder,1,50,False,True,3.251 (+0.93%),9.767 (-0.40%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
StableDiffusionXLPipeline,latent-consistency/lcm-lora-sdxl,1,4,False,False,1.516 (+0.33%),10.471 (+0.21%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
StableDiffusionXLPipeline,latent-consistency/lcm-lora-sdxl,1,4,False,True,1.436 (-1.58%),10.465 (+0.13%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
StableDiffusionControlNetPipeline,lllyasviel/sd-controlnet-canny,1,50,False,False,4.02 (-1.69%),3.896 (-0.20%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
StableDiffusionControlNetPipeline,lllyasviel/sd-controlnet-canny,1,50,False,True,2.846 (-4.91%),3.865 (-0.23%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
StableDiffusionImg2ImgPipeline,runwayml/stable-diffusion-v1-5,1,50,False,False,2.454 (+0.37%),3.181 (-0.09%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
StableDiffusionImg2ImgPipeline,runwayml/stable-diffusion-v1-5,1,50,False,True,1.801 (-3.17%),3.187 (0.00%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
StableDiffusionInpaintPipeline,runwayml/stable-diffusion-v1-5,1,50,False,False,3.068 (+0.07%),3.193 (-0.06%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
StableDiffusionInpaintPipeline,runwayml/stable-diffusion-v1-5,1,50,False,True,2.257 (-3.67%),3.194 (+0.06%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
StableDiffusionPipeline,runwayml/stable-diffusion-v1-5,1,50,False,False,2.95 (+0.44%),3.192 (0.00%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
StableDiffusionPipeline,runwayml/stable-diffusion-v1-5,1,50,False,True,2.133 (-3.57%),3.187 (+0.22%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
StableDiffusionXLPipeline,segmind/SSD-1B,1,50,False,False,10.062 (-1.34%),8.11 (-0.01%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
StableDiffusionXLPipeline,segmind/SSD-1B,1,50,False,True,8.626 (-3.97%),8.128 (+0.06%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
StableDiffusionXLImg2ImgPipeline,stabilityai/sdxl-turbo,1,2,False,False,0.408 (+5.15%),7.652 (-0.05%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
StableDiffusionXLImg2ImgPipeline,stabilityai/sdxl-turbo,1,2,False,True,1.331 (+8.56%),7.653 (-0.05%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
StableDiffusionXLPipeline,stabilityai/sdxl-turbo,1,1,False,False,0.307 (+5.14%),7.652 (-0.08%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
StableDiffusionXLPipeline,stabilityai/sdxl-turbo,1,1,False,True,1.211 (+6.70%),7.651 (-0.03%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
StableDiffusionXLInpaintPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,False,16.001 (-0.37%),10.468 (0.00%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
StableDiffusionXLInpaintPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,True,13.999 (-2.66%),10.467 (-0.01%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
StableDiffusionXLPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,False,15.249 (-1.43%),10.468 (+0.03%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
StableDiffusionXLPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,True,13.231 (-3.24%),10.47 (+0.05%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
StableDiffusionXLImg2ImgPipeline,stabilityai/stable-diffusion-xl-refiner-1.0,1,50,False,False,5.998 (-1.67%),9.613 (-0.11%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
StableDiffusionXLImg2ImgPipeline,stabilityai/stable-diffusion-xl-refiner-1.0,1,50,False,True,5.543 (-3.11%),9.623 (+0.09%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
WuerstchenCombinedPipeline,warp-ai/wuerstchen,1,50,False,False,4.592 (+4.55%),6.091 (+0.28%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
WuerstchenCombinedPipeline,warp-ai/wuerstchen,1,50,False,True,4.615 (+6.88%),6.072 (0.00%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29