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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,18.49 (-2.98%),10.655 (+0.07%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
StableDiffusionXLAdapterPipeline,TencentARC/t2i-adapter-canny-sdxl-1.0,1,50,False,True,17.322 (-2.09%),10.65 (+0.01%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
StableDiffusionAdapterPipeline,TencentARC/t2iadapter_canny_sd14v1,1,50,False,False,3.174 (-0.16%),3.349 (+0.03%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
StableDiffusionAdapterPipeline,TencentARC/t2iadapter_canny_sd14v1,1,50,False,True,3.021 (+0.80%),3.348 (-0.03%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
StableDiffusionXLControlNetPipeline,diffusers/controlnet-canny-sdxl-1.0,1,50,False,False,27.199 (-2.39%),12.963 (-0.05%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
StableDiffusionXLControlNetPipeline,diffusers/controlnet-canny-sdxl-1.0,1,50,False,True,23.996 (-1.55%),12.859 (-0.08%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
KandinskyV22CombinedPipeline,kandinsky-community/kandinsky-2-2-decoder,1,50,False,False,3.968 (-0.45%),9.758 (-0.13%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
KandinskyV22CombinedPipeline,kandinsky-community/kandinsky-2-2-decoder,1,50,False,True,3.381 (-0.29%),9.804 (+0.39%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
StableDiffusionXLPipeline,latent-consistency/lcm-lora-sdxl,1,4,False,False,1.612 (-0.92%),10.467 (0.00%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
StableDiffusionXLPipeline,latent-consistency/lcm-lora-sdxl,1,4,False,True,1.713 (-0.29%),10.847 (-0.01%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
StableDiffusionControlNetPipeline,lllyasviel/sd-controlnet-canny,1,50,False,False,4.399 (-0.09%),3.901 (-0.08%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
StableDiffusionControlNetPipeline,lllyasviel/sd-controlnet-canny,1,50,False,True,3.279 (-0.33%),3.881 (+0.13%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
StableDiffusionImg2ImgPipeline,runwayml/stable-diffusion-v1-5,1,50,False,False,2.64 (-0.94%),3.192 (+0.25%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
StableDiffusionImg2ImgPipeline,runwayml/stable-diffusion-v1-5,1,50,False,True,1.987 (-0.45%),3.184 (-0.28%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
StableDiffusionInpaintPipeline,runwayml/stable-diffusion-v1-5,1,50,False,False,3.309 (-0.36%),3.181 (-0.38%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
StableDiffusionInpaintPipeline,runwayml/stable-diffusion-v1-5,1,50,False,True,2.485 (-0.68%),3.184 (0.00%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
StableDiffusionPipeline,runwayml/stable-diffusion-v1-5,1,50,False,False,3.226 (-0.25%),3.184 (-0.34%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
StableDiffusionPipeline,runwayml/stable-diffusion-v1-5,1,50,False,True,2.369 (-0.75%),3.187 (0.00%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
StableDiffusionXLPipeline,segmind/SSD-1B,1,50,False,False,11.868 (-2.05%),8.11 (-0.06%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
StableDiffusionXLPipeline,segmind/SSD-1B,1,50,False,True,10.282 (-2.95%),8.108 (-0.05%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
StableDiffusionXLImg2ImgPipeline,stabilityai/sdxl-turbo,1,2,False,False,0.416 (+0.48%),7.651 (-0.01%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
StableDiffusionXLImg2ImgPipeline,stabilityai/sdxl-turbo,1,2,False,True,1.606 (+0.44%),7.653 (0.00%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
StableDiffusionXLPipeline,stabilityai/sdxl-turbo,1,1,False,False,0.308 (+0.65%),7.654 (0.00%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
StableDiffusionXLPipeline,stabilityai/sdxl-turbo,1,1,False,True,1.505 (+0.67%),7.656 (-0.01%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
StableDiffusionXLInpaintPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,False,19.381 (-3.04%),10.467 (-0.04%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
StableDiffusionXLInpaintPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,True,17.046 (-2.74%),10.474 (+0.04%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
StableDiffusionXLPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,False,18.791 (-3.60%),10.47 (+0.01%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
StableDiffusionXLPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,True,16.24 (-2.94%),10.466 (0.00%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
StableDiffusionXLImg2ImgPipeline,stabilityai/stable-diffusion-xl-refiner-1.0,1,50,False,False,7.098 (-0.82%),9.628 (0.00%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
StableDiffusionXLImg2ImgPipeline,stabilityai/stable-diffusion-xl-refiner-1.0,1,50,False,True,6.457 (-0.25%),9.626 (+0.04%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
WuerstchenCombinedPipeline,warp-ai/wuerstchen,1,50,False,False,4.325 (-1.59%),6.074 (-0.02%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
WuerstchenCombinedPipeline,warp-ai/wuerstchen,1,50,False,True,4.087 (-4.58%),6.074 (-0.15%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582