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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
StableDiffusionImg2ImgPipeline,Lykon/DreamShaper,1,50,False,False,2.66 (-1.00%),3.192 (+0.35%),21.951,91008aabc4b8dbd96a356ab6f457f3bd84b10e8b
StableDiffusionImg2ImgPipeline,Lykon/DreamShaper,1,50,False,True,2.054 (-1.30%),3.193 (+0.06%),21.951,91008aabc4b8dbd96a356ab6f457f3bd84b10e8b
StableDiffusionInpaintPipeline,Lykon/DreamShaper,1,50,False,False,3.325 (-1.63%),3.193 (+0.28%),21.951,91008aabc4b8dbd96a356ab6f457f3bd84b10e8b
StableDiffusionInpaintPipeline,Lykon/DreamShaper,1,50,False,True,2.578 (-1.07%),3.194 (+0.19%),21.951,91008aabc4b8dbd96a356ab6f457f3bd84b10e8b
StableDiffusionPipeline,Lykon/DreamShaper,1,50,False,False,3.235 (-3.49%),3.184 (-0.25%),21.951,91008aabc4b8dbd96a356ab6f457f3bd84b10e8b
StableDiffusionPipeline,Lykon/DreamShaper,1,50,False,True,2.465 (-2.91%),3.194 (+0.09%),21.951,91008aabc4b8dbd96a356ab6f457f3bd84b10e8b
StableDiffusionXLAdapterPipeline,TencentARC/t2i-adapter-canny-sdxl-1.0,1,50,False,False,19.425 (-4.02%),10.653 (+0.04%),21.951,91008aabc4b8dbd96a356ab6f457f3bd84b10e8b
StableDiffusionXLAdapterPipeline,TencentARC/t2i-adapter-canny-sdxl-1.0,1,50,False,True,17.569 (-3.65%),10.652 (0.00%),21.951,91008aabc4b8dbd96a356ab6f457f3bd84b10e8b
StableDiffusionAdapterPipeline,TencentARC/t2iadapter_canny_sd14v1,1,50,False,False,3.213 (-1.95%),3.34 (-0.03%),21.951,91008aabc4b8dbd96a356ab6f457f3bd84b10e8b
StableDiffusionAdapterPipeline,TencentARC/t2iadapter_canny_sd14v1,1,50,False,True,3.036 (-1.04%),3.339 (-0.21%),21.951,91008aabc4b8dbd96a356ab6f457f3bd84b10e8b
StableDiffusionXLControlNetPipeline,diffusers/controlnet-canny-sdxl-1.0,1,50,False,False,28.372 (-3.04%),12.962 (-0.01%),21.951,91008aabc4b8dbd96a356ab6f457f3bd84b10e8b
StableDiffusionXLControlNetPipeline,diffusers/controlnet-canny-sdxl-1.0,1,50,False,True,24.225 (-3.49%),12.859 (+0.01%),21.951,91008aabc4b8dbd96a356ab6f457f3bd84b10e8b
KandinskyV22CombinedPipeline,kandinsky-community/kandinsky-2-2-decoder,1,50,False,False,4.027 (-2.59%),9.796 (+0.27%),21.951,91008aabc4b8dbd96a356ab6f457f3bd84b10e8b
KandinskyV22CombinedPipeline,kandinsky-community/kandinsky-2-2-decoder,1,50,False,True,3.426 (-3.33%),9.811 (+0.48%),21.951,91008aabc4b8dbd96a356ab6f457f3bd84b10e8b
StableDiffusionXLPipeline,latent-consistency/lcm-lora-sdxl,1,4,False,False,1.618 (-1.40%),10.467 (-0.05%),21.951,91008aabc4b8dbd96a356ab6f457f3bd84b10e8b
StableDiffusionXLPipeline,latent-consistency/lcm-lora-sdxl,1,4,False,True,1.735 (-0.52%),10.837 (-0.09%),21.951,91008aabc4b8dbd96a356ab6f457f3bd84b10e8b
StableDiffusionControlNetPipeline,lllyasviel/sd-controlnet-canny,1,50,False,False,4.443 (-1.00%),3.891 (-0.15%),21.951,91008aabc4b8dbd96a356ab6f457f3bd84b10e8b
StableDiffusionControlNetPipeline,lllyasviel/sd-controlnet-canny,1,50,False,True,3.386 (-0.97%),3.873 (+0.21%),21.951,91008aabc4b8dbd96a356ab6f457f3bd84b10e8b
StableDiffusionXLPipeline,segmind/SSD-1B,1,50,False,False,12.365 (-2.14%),8.112 (0.00%),21.951,91008aabc4b8dbd96a356ab6f457f3bd84b10e8b
StableDiffusionXLPipeline,segmind/SSD-1B,1,50,False,True,10.675 (-3.36%),8.123 (+0.14%),21.951,91008aabc4b8dbd96a356ab6f457f3bd84b10e8b
StableDiffusionXLImg2ImgPipeline,stabilityai/sdxl-turbo,1,2,False,False,0.421 (-0.47%),7.652 (-0.07%),21.951,91008aabc4b8dbd96a356ab6f457f3bd84b10e8b
StableDiffusionXLImg2ImgPipeline,stabilityai/sdxl-turbo,1,2,False,True,1.462 (-1.35%),7.653 (-0.08%),21.951,91008aabc4b8dbd96a356ab6f457f3bd84b10e8b
StableDiffusionXLPipeline,stabilityai/sdxl-turbo,1,1,False,False,0.313 (-1.26%),7.657 (0.00%),21.951,91008aabc4b8dbd96a356ab6f457f3bd84b10e8b
StableDiffusionXLPipeline,stabilityai/sdxl-turbo,1,1,False,True,1.31 (-3.46%),7.652 (-0.05%),21.951,91008aabc4b8dbd96a356ab6f457f3bd84b10e8b
StableDiffusionXLInpaintPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,False,20.063 (-3.02%),10.471 (+0.03%),21.951,91008aabc4b8dbd96a356ab6f457f3bd84b10e8b
StableDiffusionXLInpaintPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,True,17.446 (-3.31%),10.467 (-0.02%),21.951,91008aabc4b8dbd96a356ab6f457f3bd84b10e8b
StableDiffusionXLPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,False,19.493 (-4.34%),10.469 (-0.01%),21.951,91008aabc4b8dbd96a356ab6f457f3bd84b10e8b
StableDiffusionXLPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,True,16.597 (-4.14%),10.468 (+0.02%),21.951,91008aabc4b8dbd96a356ab6f457f3bd84b10e8b
StableDiffusionXLImg2ImgPipeline,stabilityai/stable-diffusion-xl-refiner-1.0,1,50,False,False,7.354 (-3.48%),9.613 (0.00%),21.951,91008aabc4b8dbd96a356ab6f457f3bd84b10e8b
StableDiffusionXLImg2ImgPipeline,stabilityai/stable-diffusion-xl-refiner-1.0,1,50,False,True,6.632 (-3.24%),9.614 (-0.01%),21.951,91008aabc4b8dbd96a356ab6f457f3bd84b10e8b
WuerstchenCombinedPipeline,warp-ai/wuerstchen,1,50,False,False,4.624 (+0.92%),6.08 (+0.13%),21.951,91008aabc4b8dbd96a356ab6f457f3bd84b10e8b
WuerstchenCombinedPipeline,warp-ai/wuerstchen,1,50,False,True,4.926 (+6.58%),6.077 (-0.33%),21.951,91008aabc4b8dbd96a356ab6f457f3bd84b10e8b