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diffusers-benchmarking-bot commited on
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upload from sha: 7b4f6e3a8413ac8c35fbd172b3f56f278ad3c4d0

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  1. collated_results.csv +32 -32
collated_results.csv CHANGED
@@ -1,33 +1,33 @@
1
  pipeline_cls,ckpt_id,batch_size,num_inference_steps,model_cpu_offload,run_compile,time (secs),memory (gbs),actual_gpu_memory (gbs),github_sha
2
- StableDiffusionXLAdapterPipeline,TencentARC/t2i-adapter-canny-sdxl-1.0,1,50,False,False,18.49 (-2.98%),10.655 (+0.07%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
3
- StableDiffusionXLAdapterPipeline,TencentARC/t2i-adapter-canny-sdxl-1.0,1,50,False,True,17.322 (-2.09%),10.65 (+0.01%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
4
- StableDiffusionAdapterPipeline,TencentARC/t2iadapter_canny_sd14v1,1,50,False,False,3.174 (-0.16%),3.349 (+0.03%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
5
- StableDiffusionAdapterPipeline,TencentARC/t2iadapter_canny_sd14v1,1,50,False,True,3.021 (+0.80%),3.348 (-0.03%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
6
- StableDiffusionXLControlNetPipeline,diffusers/controlnet-canny-sdxl-1.0,1,50,False,False,27.199 (-2.39%),12.963 (-0.05%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
7
- StableDiffusionXLControlNetPipeline,diffusers/controlnet-canny-sdxl-1.0,1,50,False,True,23.996 (-1.55%),12.859 (-0.08%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
8
- KandinskyV22CombinedPipeline,kandinsky-community/kandinsky-2-2-decoder,1,50,False,False,3.968 (-0.45%),9.758 (-0.13%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
9
- KandinskyV22CombinedPipeline,kandinsky-community/kandinsky-2-2-decoder,1,50,False,True,3.381 (-0.29%),9.804 (+0.39%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
10
- StableDiffusionXLPipeline,latent-consistency/lcm-lora-sdxl,1,4,False,False,1.612 (-0.92%),10.467 (0.00%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
11
- StableDiffusionXLPipeline,latent-consistency/lcm-lora-sdxl,1,4,False,True,1.713 (-0.29%),10.847 (-0.01%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
12
- StableDiffusionControlNetPipeline,lllyasviel/sd-controlnet-canny,1,50,False,False,4.399 (-0.09%),3.901 (-0.08%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
13
- StableDiffusionControlNetPipeline,lllyasviel/sd-controlnet-canny,1,50,False,True,3.279 (-0.33%),3.881 (+0.13%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
14
- StableDiffusionImg2ImgPipeline,runwayml/stable-diffusion-v1-5,1,50,False,False,2.64 (-0.94%),3.192 (+0.25%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
15
- StableDiffusionImg2ImgPipeline,runwayml/stable-diffusion-v1-5,1,50,False,True,1.987 (-0.45%),3.184 (-0.28%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
16
- StableDiffusionInpaintPipeline,runwayml/stable-diffusion-v1-5,1,50,False,False,3.309 (-0.36%),3.181 (-0.38%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
17
- StableDiffusionInpaintPipeline,runwayml/stable-diffusion-v1-5,1,50,False,True,2.485 (-0.68%),3.184 (0.00%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
18
- StableDiffusionPipeline,runwayml/stable-diffusion-v1-5,1,50,False,False,3.226 (-0.25%),3.184 (-0.34%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
19
- StableDiffusionPipeline,runwayml/stable-diffusion-v1-5,1,50,False,True,2.369 (-0.75%),3.187 (0.00%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
20
- StableDiffusionXLPipeline,segmind/SSD-1B,1,50,False,False,11.868 (-2.05%),8.11 (-0.06%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
21
- StableDiffusionXLPipeline,segmind/SSD-1B,1,50,False,True,10.282 (-2.95%),8.108 (-0.05%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
22
- StableDiffusionXLImg2ImgPipeline,stabilityai/sdxl-turbo,1,2,False,False,0.416 (+0.48%),7.651 (-0.01%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
23
- StableDiffusionXLImg2ImgPipeline,stabilityai/sdxl-turbo,1,2,False,True,1.606 (+0.44%),7.653 (0.00%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
24
- StableDiffusionXLPipeline,stabilityai/sdxl-turbo,1,1,False,False,0.308 (+0.65%),7.654 (0.00%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
25
- StableDiffusionXLPipeline,stabilityai/sdxl-turbo,1,1,False,True,1.505 (+0.67%),7.656 (-0.01%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
26
- StableDiffusionXLInpaintPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,False,19.381 (-3.04%),10.467 (-0.04%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
27
- StableDiffusionXLInpaintPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,True,17.046 (-2.74%),10.474 (+0.04%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
28
- StableDiffusionXLPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,False,18.791 (-3.60%),10.47 (+0.01%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
29
- StableDiffusionXLPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,True,16.24 (-2.94%),10.466 (0.00%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
30
- StableDiffusionXLImg2ImgPipeline,stabilityai/stable-diffusion-xl-refiner-1.0,1,50,False,False,7.098 (-0.82%),9.628 (0.00%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
31
- StableDiffusionXLImg2ImgPipeline,stabilityai/stable-diffusion-xl-refiner-1.0,1,50,False,True,6.457 (-0.25%),9.626 (+0.04%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
32
- WuerstchenCombinedPipeline,warp-ai/wuerstchen,1,50,False,False,4.325 (-1.59%),6.074 (-0.02%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
33
- WuerstchenCombinedPipeline,warp-ai/wuerstchen,1,50,False,True,4.087 (-4.58%),6.074 (-0.15%),21.964,0c1e63bd11a5746db8933111a962854fa9b36582
 
1
  pipeline_cls,ckpt_id,batch_size,num_inference_steps,model_cpu_offload,run_compile,time (secs),memory (gbs),actual_gpu_memory (gbs),github_sha
2
+ StableDiffusionImg2ImgPipeline,Lykon/DreamShaper,1,50,False,False,2.745 (-85.15%),3.184 (-70.12%),21.964,7b4f6e3a8413ac8c35fbd172b3f56f278ad3c4d0
3
+ StableDiffusionImg2ImgPipeline,Lykon/DreamShaper,1,50,False,True,2.062 (-88.10%),3.187 (-70.08%),21.964,7b4f6e3a8413ac8c35fbd172b3f56f278ad3c4d0
4
+ StableDiffusionInpaintPipeline,Lykon/DreamShaper,1,50,False,False,3.436 (+8.25%),3.18 (-5.05%),21.964,7b4f6e3a8413ac8c35fbd172b3f56f278ad3c4d0
5
+ StableDiffusionInpaintPipeline,Lykon/DreamShaper,1,50,False,True,2.589 (-14.30%),3.184 (-4.90%),21.964,7b4f6e3a8413ac8c35fbd172b3f56f278ad3c4d0
6
+ StableDiffusionPipeline,Lykon/DreamShaper,1,50,False,False,3.357 (-87.66%),3.191 (-75.38%),21.964,7b4f6e3a8413ac8c35fbd172b3f56f278ad3c4d0
7
+ StableDiffusionPipeline,Lykon/DreamShaper,1,50,False,True,2.477 (-89.68%),3.193 (-75.17%),21.964,7b4f6e3a8413ac8c35fbd172b3f56f278ad3c4d0
8
+ StableDiffusionXLAdapterPipeline,TencentARC/t2i-adapter-canny-sdxl-1.0,1,50,False,False,19.255 (+385.26%),10.649 (+9.13%),21.964,7b4f6e3a8413ac8c35fbd172b3f56f278ad3c4d0
9
+ StableDiffusionXLAdapterPipeline,TencentARC/t2i-adapter-canny-sdxl-1.0,1,50,False,True,17.776 (+425.76%),10.653 (+8.66%),21.964,7b4f6e3a8413ac8c35fbd172b3f56f278ad3c4d0
10
+ StableDiffusionAdapterPipeline,TencentARC/t2iadapter_canny_sd14v1,1,50,False,False,3.328 (+106.45%),3.349 (-68.00%),21.964,7b4f6e3a8413ac8c35fbd172b3f56f278ad3c4d0
11
+ StableDiffusionAdapterPipeline,TencentARC/t2iadapter_canny_sd14v1,1,50,False,True,3.108 (+81.44%),3.338 (-69.23%),21.964,7b4f6e3a8413ac8c35fbd172b3f56f278ad3c4d0
12
+ StableDiffusionXLControlNetPipeline,diffusers/controlnet-canny-sdxl-1.0,1,50,False,False,27.771 (+531.30%),12.96 (+232.22%),21.964,7b4f6e3a8413ac8c35fbd172b3f56f278ad3c4d0
13
+ StableDiffusionXLControlNetPipeline,diffusers/controlnet-canny-sdxl-1.0,1,50,False,True,24.184 (+637.54%),12.858 (+231.31%),21.964,7b4f6e3a8413ac8c35fbd172b3f56f278ad3c4d0
14
+ KandinskyV22CombinedPipeline,kandinsky-community/kandinsky-2-2-decoder,1,50,False,False,4.129 (+56.40%),9.764 (+205.89%),21.964,7b4f6e3a8413ac8c35fbd172b3f56f278ad3c4d0
15
+ KandinskyV22CombinedPipeline,kandinsky-community/kandinsky-2-2-decoder,1,50,False,True,3.518 (+77.05%),9.801 (+207.82%),21.964,7b4f6e3a8413ac8c35fbd172b3f56f278ad3c4d0
16
+ StableDiffusionXLPipeline,latent-consistency/lcm-lora-sdxl,1,4,False,False,1.675 (-49.38%),10.467 (+229.05%),21.964,7b4f6e3a8413ac8c35fbd172b3f56f278ad3c4d0
17
+ StableDiffusionXLPipeline,latent-consistency/lcm-lora-sdxl,1,4,False,True,1.774 (-28.61%),10.847 (+240.67%),21.964,7b4f6e3a8413ac8c35fbd172b3f56f278ad3c4d0
18
+ StableDiffusionControlNetPipeline,lllyasviel/sd-controlnet-canny,1,50,False,False,4.586 (+42.16%),3.903 (+22.58%),21.964,7b4f6e3a8413ac8c35fbd172b3f56f278ad3c4d0
19
+ StableDiffusionControlNetPipeline,lllyasviel/sd-controlnet-canny,1,50,False,True,3.4 (+43.52%),3.867 (+21.34%),21.964,7b4f6e3a8413ac8c35fbd172b3f56f278ad3c4d0
20
+ StableDiffusionXLPipeline,segmind/SSD-1B,1,50,False,False,12.319 (+3.80%),8.113 (+0.04%),21.964,7b4f6e3a8413ac8c35fbd172b3f56f278ad3c4d0
21
+ StableDiffusionXLPipeline,segmind/SSD-1B,1,50,False,True,10.777 (+4.81%),8.123 (+0.19%),21.964,7b4f6e3a8413ac8c35fbd172b3f56f278ad3c4d0
22
+ StableDiffusionXLImg2ImgPipeline,stabilityai/sdxl-turbo,1,2,False,False,0.424 (+1.92%),7.656 (+0.07%),21.964,7b4f6e3a8413ac8c35fbd172b3f56f278ad3c4d0
23
+ StableDiffusionXLImg2ImgPipeline,stabilityai/sdxl-turbo,1,2,False,True,1.622 (+1.00%),7.653 (0.00%),21.964,7b4f6e3a8413ac8c35fbd172b3f56f278ad3c4d0
24
+ StableDiffusionXLPipeline,stabilityai/sdxl-turbo,1,1,False,False,0.316 (+2.60%),7.655 (+0.01%),21.964,7b4f6e3a8413ac8c35fbd172b3f56f278ad3c4d0
25
+ StableDiffusionXLPipeline,stabilityai/sdxl-turbo,1,1,False,True,1.524 (+1.26%),7.656 (0.00%),21.964,7b4f6e3a8413ac8c35fbd172b3f56f278ad3c4d0
26
+ StableDiffusionXLInpaintPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,False,19.876 (+2.55%),10.468 (+0.01%),21.964,7b4f6e3a8413ac8c35fbd172b3f56f278ad3c4d0
27
+ StableDiffusionXLInpaintPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,True,17.621 (+3.37%),10.467 (-0.07%),21.964,7b4f6e3a8413ac8c35fbd172b3f56f278ad3c4d0
28
+ StableDiffusionXLPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,False,19.346 (+2.95%),10.467 (-0.03%),21.964,7b4f6e3a8413ac8c35fbd172b3f56f278ad3c4d0
29
+ StableDiffusionXLPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,True,16.784 (+3.35%),10.467 (+0.01%),21.964,7b4f6e3a8413ac8c35fbd172b3f56f278ad3c4d0
30
+ StableDiffusionXLImg2ImgPipeline,stabilityai/stable-diffusion-xl-refiner-1.0,1,50,False,False,7.295 (+2.78%),9.613 (-0.16%),21.964,7b4f6e3a8413ac8c35fbd172b3f56f278ad3c4d0
31
+ StableDiffusionXLImg2ImgPipeline,stabilityai/stable-diffusion-xl-refiner-1.0,1,50,False,True,6.6 (+2.21%),9.623 (-0.03%),21.964,7b4f6e3a8413ac8c35fbd172b3f56f278ad3c4d0
32
+ WuerstchenCombinedPipeline,warp-ai/wuerstchen,1,50,False,False,4.325 (0.00%),6.075 (+0.02%),21.964,7b4f6e3a8413ac8c35fbd172b3f56f278ad3c4d0
33
+ WuerstchenCombinedPipeline,warp-ai/wuerstchen,1,50,False,True,4.335 (+6.07%),6.072 (-0.03%),21.964,7b4f6e3a8413ac8c35fbd172b3f56f278ad3c4d0