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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,15.302 (+0.04%),10.647 (-0.01%),21.988,c358751407ceeff4dda148c577059478fa803a96
StableDiffusionXLAdapterPipeline,TencentARC/t2i-adapter-canny-sdxl-1.0,1,50,False,True,14.336 (+0.01%),10.65 (+0.02%),21.988,c358751407ceeff4dda148c577059478fa803a96
StableDiffusionAdapterPipeline,TencentARC/t2iadapter_canny_sd14v1,1,50,False,False,2.949 (-0.03%),3.339 (-0.21%),21.988,c358751407ceeff4dda148c577059478fa803a96
StableDiffusionAdapterPipeline,TencentARC/t2iadapter_canny_sd14v1,1,50,False,True,2.644 (+0.19%),3.349 (+0.03%),21.988,c358751407ceeff4dda148c577059478fa803a96
StableDiffusionXLControlNetPipeline,diffusers/controlnet-canny-sdxl-1.0,1,50,False,False,22.361 (+0.03%),12.96 (+0.02%),21.988,c358751407ceeff4dda148c577059478fa803a96
StableDiffusionXLControlNetPipeline,diffusers/controlnet-canny-sdxl-1.0,1,50,False,True,19.563 (-0.06%),12.859 (-0.08%),21.988,c358751407ceeff4dda148c577059478fa803a96
KandinskyV22CombinedPipeline,kandinsky-community/kandinsky-2-2-decoder,1,50,False,False,3.533 (+0.20%),9.764 (-0.40%),21.988,c358751407ceeff4dda148c577059478fa803a96
KandinskyV22CombinedPipeline,kandinsky-community/kandinsky-2-2-decoder,1,50,False,True,3.231 (+0.44%),9.804 (-0.05%),21.988,c358751407ceeff4dda148c577059478fa803a96
StableDiffusionControlNetPipeline,lllyasviel/sd-controlnet-canny,1,50,False,False,4.083 (-0.15%),3.901 (+0.15%),21.988,c358751407ceeff4dda148c577059478fa803a96
StableDiffusionControlNetPipeline,lllyasviel/sd-controlnet-canny,1,50,False,True,3.002 (+0.13%),3.864 (-0.31%),21.988,c358751407ceeff4dda148c577059478fa803a96
StableDiffusionImg2ImgPipeline,runwayml/stable-diffusion-v1-5,1,50,False,False,2.444 (0.00%),3.181 (-0.38%),21.988,c358751407ceeff4dda148c577059478fa803a96
StableDiffusionImg2ImgPipeline,runwayml/stable-diffusion-v1-5,1,50,False,True,1.867 (+0.48%),3.187 (-0.16%),21.988,c358751407ceeff4dda148c577059478fa803a96
StableDiffusionInpaintPipeline,runwayml/stable-diffusion-v1-5,1,50,False,False,3.065 (+0.23%),3.193 (+0.41%),21.988,c358751407ceeff4dda148c577059478fa803a96
StableDiffusionInpaintPipeline,runwayml/stable-diffusion-v1-5,1,50,False,True,2.335 (-0.09%),3.187 (-0.16%),21.988,c358751407ceeff4dda148c577059478fa803a96
StableDiffusionPipeline,runwayml/stable-diffusion-v1-5,1,50,False,False,2.938 (+0.03%),3.192 (+0.25%),21.988,c358751407ceeff4dda148c577059478fa803a96
StableDiffusionPipeline,runwayml/stable-diffusion-v1-5,1,50,False,True,2.213 (+0.23%),3.183 (-0.13%),21.988,c358751407ceeff4dda148c577059478fa803a96
StableDiffusionXLPipeline,segmind/SSD-1B,1,50,False,False,10.259 (+0.01%),8.111 (-0.01%),21.988,c358751407ceeff4dda148c577059478fa803a96
StableDiffusionXLPipeline,segmind/SSD-1B,1,50,False,True,9.056 (+0.03%),8.114 (-0.01%),21.988,c358751407ceeff4dda148c577059478fa803a96
StableDiffusionXLInpaintPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,False,16.088 (-0.06%),10.467 (-0.05%),21.988,c358751407ceeff4dda148c577059478fa803a96
StableDiffusionXLInpaintPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,True,14.425 (+0.06%),10.471 (+0.05%),21.988,c358751407ceeff4dda148c577059478fa803a96
StableDiffusionXLPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,False,15.536 (+0.01%),10.473 (+0.06%),21.988,c358751407ceeff4dda148c577059478fa803a96
StableDiffusionXLPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,True,13.776 (-0.02%),10.467 (0.00%),21.988,c358751407ceeff4dda148c577059478fa803a96
StableDiffusionXLImg2ImgPipeline,stabilityai/stable-diffusion-xl-refiner-1.0,1,50,False,False,6.128 (+0.11%),9.624 (+0.12%),21.988,c358751407ceeff4dda148c577059478fa803a96
StableDiffusionXLImg2ImgPipeline,stabilityai/stable-diffusion-xl-refiner-1.0,1,50,False,True,5.747 (-0.21%),9.626 (+0.12%),21.988,c358751407ceeff4dda148c577059478fa803a96
WuerstchenCombinedPipeline,warp-ai/wuerstchen,1,50,False,False,4.23 (-1.49%),6.074 (-0.13%),21.988,c358751407ceeff4dda148c577059478fa803a96
WuerstchenCombinedPipeline,warp-ai/wuerstchen,1,50,False,True,4.196 (-1.20%),6.073 (+0.02%),21.988,c358751407ceeff4dda148c577059478fa803a96