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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,14.871 (-2.78%),10.649 (+0.03%),23.479,79df50388df09d9615e3c067695a453bb0a694c0
StableDiffusionXLAdapterPipeline,TencentARC/t2i-adapter-canny-sdxl-1.0,1,50,False,True,14.021 (-2.11%),10.649 (+0.02%),23.479,79df50388df09d9615e3c067695a453bb0a694c0
StableDiffusionAdapterPipeline,TencentARC/t2iadapter_canny_sd14v1,1,50,False,False,2.881 (-2.27%),3.34 (+0.15%),23.479,79df50388df09d9615e3c067695a453bb0a694c0
StableDiffusionAdapterPipeline,TencentARC/t2iadapter_canny_sd14v1,1,50,False,True,2.583 (-2.38%),3.341 (-0.24%),23.479,79df50388df09d9615e3c067695a453bb0a694c0
StableDiffusionXLControlNetPipeline,diffusers/controlnet-canny-sdxl-1.0,1,50,False,False,21.705 (-2.88%),12.965 (+0.04%),23.479,79df50388df09d9615e3c067695a453bb0a694c0
StableDiffusionXLControlNetPipeline,diffusers/controlnet-canny-sdxl-1.0,1,50,False,True,19.136 (-2.13%),12.858 (-0.02%),23.479,79df50388df09d9615e3c067695a453bb0a694c0
KandinskyV22CombinedPipeline,kandinsky-community/kandinsky-2-2-decoder,1,50,False,False,3.446 (-2.41%),9.762 (-0.07%),23.479,79df50388df09d9615e3c067695a453bb0a694c0
KandinskyV22CombinedPipeline,kandinsky-community/kandinsky-2-2-decoder,1,50,False,True,3.123 (-2.80%),9.801 (+0.36%),23.479,79df50388df09d9615e3c067695a453bb0a694c0
StableDiffusionXLPipeline,latent-consistency/lcm-lora-sdxl,1,4,False,False,1.469 (-2.59%),10.468 (+0.12%),23.479,79df50388df09d9615e3c067695a453bb0a694c0
StableDiffusionXLPipeline,latent-consistency/lcm-lora-sdxl,1,4,False,True,1.413 (-2.42%),10.442 (0.00%),23.479,79df50388df09d9615e3c067695a453bb0a694c0
StableDiffusionControlNetPipeline,lllyasviel/sd-controlnet-canny,1,50,False,False,3.994 (-2.28%),3.9 (-0.03%),23.479,79df50388df09d9615e3c067695a453bb0a694c0
StableDiffusionControlNetPipeline,lllyasviel/sd-controlnet-canny,1,50,False,True,2.916 (-2.77%),3.874 (-0.13%),23.479,79df50388df09d9615e3c067695a453bb0a694c0
StableDiffusionImg2ImgPipeline,runwayml/stable-diffusion-v1-5,1,50,False,False,2.39 (-2.09%),3.18 (-0.13%),23.479,79df50388df09d9615e3c067695a453bb0a694c0
StableDiffusionImg2ImgPipeline,runwayml/stable-diffusion-v1-5,1,50,False,True,1.806 (-3.16%),3.193 (+0.06%),23.479,79df50388df09d9615e3c067695a453bb0a694c0
StableDiffusionInpaintPipeline,runwayml/stable-diffusion-v1-5,1,50,False,False,2.992 (-2.16%),3.185 (-0.22%),23.479,79df50388df09d9615e3c067695a453bb0a694c0
StableDiffusionInpaintPipeline,runwayml/stable-diffusion-v1-5,1,50,False,True,2.274 (-2.11%),3.194 (+0.19%),23.479,79df50388df09d9615e3c067695a453bb0a694c0
StableDiffusionPipeline,runwayml/stable-diffusion-v1-5,1,50,False,False,2.876 (-2.08%),3.192 (+0.25%),23.479,79df50388df09d9615e3c067695a453bb0a694c0
StableDiffusionPipeline,runwayml/stable-diffusion-v1-5,1,50,False,True,2.152 (-2.67%),3.183 (0.00%),23.479,79df50388df09d9615e3c067695a453bb0a694c0
StableDiffusionXLPipeline,segmind/SSD-1B,1,50,False,False,9.953 (-2.85%),8.113 (+0.02%),23.479,79df50388df09d9615e3c067695a453bb0a694c0
StableDiffusionXLPipeline,segmind/SSD-1B,1,50,False,True,8.824 (-2.45%),8.111 (-0.02%),23.479,79df50388df09d9615e3c067695a453bb0a694c0
StableDiffusionXLImg2ImgPipeline,stabilityai/sdxl-turbo,1,2,False,False,0.374 (-2.86%),7.652 (-0.03%),23.479,79df50388df09d9615e3c067695a453bb0a694c0
StableDiffusionXLImg2ImgPipeline,stabilityai/sdxl-turbo,1,2,False,True,1.207 (-2.43%),7.653 (+0.03%),23.479,79df50388df09d9615e3c067695a453bb0a694c0
StableDiffusionXLPipeline,stabilityai/sdxl-turbo,1,1,False,False,0.29 (-9.94%),7.652 (-0.07%),23.479,79df50388df09d9615e3c067695a453bb0a694c0
StableDiffusionXLPipeline,stabilityai/sdxl-turbo,1,1,False,True,1.127 (+0.45%),7.656 (+0.07%),23.479,79df50388df09d9615e3c067695a453bb0a694c0
StableDiffusionXLInpaintPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,False,15.622 (-2.86%),10.47 (+0.02%),23.479,79df50388df09d9615e3c067695a453bb0a694c0
StableDiffusionXLInpaintPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,True,14.056 (-2.47%),10.469 (0.00%),23.479,79df50388df09d9615e3c067695a453bb0a694c0
StableDiffusionXLPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,False,15.093 (-2.81%),10.467 (-0.03%),23.479,79df50388df09d9615e3c067695a453bb0a694c0
StableDiffusionXLPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,True,13.472 (-2.11%),10.47 (0.00%),23.479,79df50388df09d9615e3c067695a453bb0a694c0
StableDiffusionXLImg2ImgPipeline,stabilityai/stable-diffusion-xl-refiner-1.0,1,50,False,False,5.962 (-2.57%),9.628 (0.00%),23.479,79df50388df09d9615e3c067695a453bb0a694c0
StableDiffusionXLImg2ImgPipeline,stabilityai/stable-diffusion-xl-refiner-1.0,1,50,False,True,5.592 (-2.95%),9.614 (-0.08%),23.479,79df50388df09d9615e3c067695a453bb0a694c0
WuerstchenCombinedPipeline,warp-ai/wuerstchen,1,50,False,False,4.37 (+2.63%),6.092 (+0.16%),23.479,79df50388df09d9615e3c067695a453bb0a694c0
WuerstchenCombinedPipeline,warp-ai/wuerstchen,1,50,False,True,4.4 (+3.04%),6.08 (+0.12%),23.479,79df50388df09d9615e3c067695a453bb0a694c0