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  1. collated_results.csv +32 -36
collated_results.csv CHANGED
@@ -1,37 +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,15.033 (-0.05%),10.654 (+0.03%),22.191,08bf7545070764d41637e90290ca9b92b392263e
3
- StableDiffusionXLAdapterPipeline,TencentARC/t2i-adapter-canny-sdxl-1.0,1,50,False,True,13.836 (-0.36%),10.649 (-0.03%),22.191,08bf7545070764d41637e90290ca9b92b392263e
4
- StableDiffusionAdapterPipeline,TencentARC/t2iadapter_canny_sd14v1,1,50,False,False,2.89 (-2.03%),3.348 (-0.06%),22.191,08bf7545070764d41637e90290ca9b92b392263e
5
- StableDiffusionAdapterPipeline,TencentARC/t2iadapter_canny_sd14v1,1,50,False,True,2.547 (-0.24%),3.347 (+0.27%),22.191,08bf7545070764d41637e90290ca9b92b392263e
6
- StableDiffusionXLControlNetPipeline,diffusers/controlnet-canny-sdxl-1.0,1,50,False,False,22.012 (-0.04%),12.962 (-0.03%),22.191,08bf7545070764d41637e90290ca9b92b392263e
7
- StableDiffusionXLControlNetPipeline,diffusers/controlnet-canny-sdxl-1.0,1,50,False,True,18.867 (-0.14%),12.857 (-0.01%),22.191,08bf7545070764d41637e90290ca9b92b392263e
8
- KandinskyV22CombinedPipeline,kandinsky-community/kandinsky-2-2-decoder,1,50,False,False,3.535 (-0.90%),9.801 (+0.38%),22.191,08bf7545070764d41637e90290ca9b92b392263e
9
- KandinskyV22CombinedPipeline,kandinsky-community/kandinsky-2-2-decoder,1,50,False,True,3.218 (-1.14%),9.773 (+0.09%),22.191,08bf7545070764d41637e90290ca9b92b392263e
10
- StableDiffusionXLPipeline,latent-consistency/lcm-lora-sdxl,1,4,False,False,1.51 (-0.20%),10.455 (-0.08%),22.191,08bf7545070764d41637e90290ca9b92b392263e
11
- StableDiffusionXLPipeline,latent-consistency/lcm-lora-sdxl,1,4,False,True,1.433 (-0.35%),10.462 (-0.06%),22.191,08bf7545070764d41637e90290ca9b92b392263e
12
- StableDiffusionControlNetPipeline,lllyasviel/sd-controlnet-canny,1,50,False,False,4.013 (-0.20%),3.901 (+0.03%),22.191,08bf7545070764d41637e90290ca9b92b392263e
13
- StableDiffusionControlNetPipeline,lllyasviel/sd-controlnet-canny,1,50,False,True,2.829 (+0.14%),3.867 (-0.18%),22.191,08bf7545070764d41637e90290ca9b92b392263e
14
- StableDiffusionPipeline,runwayml/stable-diffusion-v1-5 (IP-Adapter),1,50,False,False,2.975 (-2.11%),4.401 (-0.25%),22.191,08bf7545070764d41637e90290ca9b92b392263e
15
- StableDiffusionPipeline,runwayml/stable-diffusion-v1-5 (IP-Adapter),1,50,False,True,2.179 (-0.18%),4.406 (0.00%),22.191,08bf7545070764d41637e90290ca9b92b392263e
16
- StableDiffusionImg2ImgPipeline,runwayml/stable-diffusion-v1-5,1,50,False,False,2.404 (-1.64%),3.18 (-0.38%),22.191,08bf7545070764d41637e90290ca9b92b392263e
17
- StableDiffusionImg2ImgPipeline,runwayml/stable-diffusion-v1-5,1,50,False,True,1.775 (-0.45%),3.183 (-0.13%),22.191,08bf7545070764d41637e90290ca9b92b392263e
18
- StableDiffusionInpaintPipeline,runwayml/stable-diffusion-v1-5,1,50,False,False,3.012 (-1.60%),3.192 (+0.25%),22.191,08bf7545070764d41637e90290ca9b92b392263e
19
- StableDiffusionInpaintPipeline,runwayml/stable-diffusion-v1-5,1,50,False,True,2.24 (-0.40%),3.184 (-0.31%),22.191,08bf7545070764d41637e90290ca9b92b392263e
20
- StableDiffusionPipeline,runwayml/stable-diffusion-v1-5,1,50,False,False,2.889 (-1.73%),3.195 (+0.35%),22.191,08bf7545070764d41637e90290ca9b92b392263e
21
- StableDiffusionPipeline,runwayml/stable-diffusion-v1-5,1,50,False,True,2.113 (+0.48%),3.193 (+0.28%),22.191,08bf7545070764d41637e90290ca9b92b392263e
22
- StableDiffusionXLPipeline,segmind/SSD-1B,1,50,False,False,10.065 (-0.09%),8.112 (-0.02%),22.191,08bf7545070764d41637e90290ca9b92b392263e
23
- StableDiffusionXLPipeline,segmind/SSD-1B,1,50,False,True,8.629 (0.00%),8.112 (+0.05%),22.191,08bf7545070764d41637e90290ca9b92b392263e
24
- StableDiffusionXLImg2ImgPipeline,stabilityai/sdxl-turbo,1,2,False,False,0.404 (-0.98%),7.651 (-0.03%),22.191,08bf7545070764d41637e90290ca9b92b392263e
25
- StableDiffusionXLImg2ImgPipeline,stabilityai/sdxl-turbo,1,2,False,True,1.285 (-3.46%),7.659 (+0.08%),22.191,08bf7545070764d41637e90290ca9b92b392263e
26
- StableDiffusionXLPipeline,stabilityai/sdxl-turbo,1,1,False,False,0.302 (-1.95%),7.657 (+0.07%),22.191,08bf7545070764d41637e90290ca9b92b392263e
27
- StableDiffusionXLPipeline,stabilityai/sdxl-turbo,1,1,False,True,1.168 (-4.65%),7.651 (-0.01%),22.191,08bf7545070764d41637e90290ca9b92b392263e
28
- StableDiffusionXLPipeline,stabilityai/stable-diffusion-xl-base-1.0 (IP-Adapter),1,50,False,False,15.826 (-0.08%),14.558 (-0.02%),22.191,08bf7545070764d41637e90290ca9b92b392263e
29
- StableDiffusionXLPipeline,stabilityai/stable-diffusion-xl-base-1.0 (IP-Adapter),1,50,False,True,13.674 (-0.19%),14.558 (+0.01%),22.191,08bf7545070764d41637e90290ca9b92b392263e
30
- StableDiffusionXLInpaintPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,False,15.869 (-0.94%),10.466 (-0.06%),22.191,08bf7545070764d41637e90290ca9b92b392263e
31
- StableDiffusionXLInpaintPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,True,14.034 (+0.43%),10.47 (-0.01%),22.191,08bf7545070764d41637e90290ca9b92b392263e
32
- StableDiffusionXLPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,False,15.26 (-0.12%),10.468 (-0.02%),22.191,08bf7545070764d41637e90290ca9b92b392263e
33
- StableDiffusionXLPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,True,13.226 (-0.09%),10.466 (0.00%),22.191,08bf7545070764d41637e90290ca9b92b392263e
34
- StableDiffusionXLImg2ImgPipeline,stabilityai/stable-diffusion-xl-refiner-1.0,1,50,False,False,5.993 (-0.12%),9.612 (-0.12%),22.191,08bf7545070764d41637e90290ca9b92b392263e
35
- StableDiffusionXLImg2ImgPipeline,stabilityai/stable-diffusion-xl-refiner-1.0,1,50,False,True,5.548 (-0.04%),9.621 (+0.07%),22.191,08bf7545070764d41637e90290ca9b92b392263e
36
- WuerstchenCombinedPipeline,warp-ai/wuerstchen,1,50,False,False,4.55 (+1.95%),6.073 (-0.15%),22.191,08bf7545070764d41637e90290ca9b92b392263e
37
- WuerstchenCombinedPipeline,warp-ai/wuerstchen,1,50,False,True,4.521 (-2.54%),6.074 (+0.05%),22.191,08bf7545070764d41637e90290ca9b92b392263e
 
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,19.118 (+27.17%),10.654 (0.00%),21.964,c2a56855f1475f94e4a948b3c166796cf6e51d5a
3
+ StableDiffusionXLAdapterPipeline,TencentARC/t2i-adapter-canny-sdxl-1.0,1,50,False,True,17.697 (+27.91%),10.649 (0.00%),21.964,c2a56855f1475f94e4a948b3c166796cf6e51d5a
4
+ StableDiffusionAdapterPipeline,TencentARC/t2iadapter_canny_sd14v1,1,50,False,False,3.24 (+12.11%),3.348 (0.00%),21.964,c2a56855f1475f94e4a948b3c166796cf6e51d5a
5
+ StableDiffusionAdapterPipeline,TencentARC/t2iadapter_canny_sd14v1,1,50,False,True,3.009 (+18.14%),3.34 (-0.21%),21.964,c2a56855f1475f94e4a948b3c166796cf6e51d5a
6
+ StableDiffusionXLControlNetPipeline,diffusers/controlnet-canny-sdxl-1.0,1,50,False,False,27.26 (+23.84%),12.962 (0.00%),21.964,c2a56855f1475f94e4a948b3c166796cf6e51d5a
7
+ StableDiffusionXLControlNetPipeline,diffusers/controlnet-canny-sdxl-1.0,1,50,False,True,24.054 (+27.49%),12.857 (0.00%),21.964,c2a56855f1475f94e4a948b3c166796cf6e51d5a
8
+ KandinskyV22CombinedPipeline,kandinsky-community/kandinsky-2-2-decoder,1,50,False,False,4.024 (+13.83%),9.758 (-0.44%),21.964,c2a56855f1475f94e4a948b3c166796cf6e51d5a
9
+ KandinskyV22CombinedPipeline,kandinsky-community/kandinsky-2-2-decoder,1,50,False,True,3.517 (+9.29%),9.766 (-0.07%),21.964,c2a56855f1475f94e4a948b3c166796cf6e51d5a
10
+ StableDiffusionXLPipeline,latent-consistency/lcm-lora-sdxl,1,4,False,False,1.649 (+9.21%),10.458 (+0.03%),21.964,c2a56855f1475f94e4a948b3c166796cf6e51d5a
11
+ StableDiffusionXLPipeline,latent-consistency/lcm-lora-sdxl,1,4,False,True,1.599 (+11.58%),10.466 (+0.04%),21.964,c2a56855f1475f94e4a948b3c166796cf6e51d5a
12
+ StableDiffusionControlNetPipeline,lllyasviel/sd-controlnet-canny,1,50,False,False,4.461 (+11.16%),3.899 (-0.05%),21.964,c2a56855f1475f94e4a948b3c166796cf6e51d5a
13
+ StableDiffusionControlNetPipeline,lllyasviel/sd-controlnet-canny,1,50,False,True,3.377 (+19.37%),3.881 (+0.36%),21.964,c2a56855f1475f94e4a948b3c166796cf6e51d5a
14
+ StableDiffusionImg2ImgPipeline,runwayml/stable-diffusion-v1-5,1,50,False,False,2.691 (-9.55%),3.18 (-27.74%),21.964,c2a56855f1475f94e4a948b3c166796cf6e51d5a
15
+ StableDiffusionImg2ImgPipeline,runwayml/stable-diffusion-v1-5,1,50,False,True,2.084 (-4.36%),3.183 (-27.76%),21.964,c2a56855f1475f94e4a948b3c166796cf6e51d5a
16
+ StableDiffusionInpaintPipeline,runwayml/stable-diffusion-v1-5,1,50,False,False,3.36 (+39.77%),3.193 (+0.41%),21.964,c2a56855f1475f94e4a948b3c166796cf6e51d5a
17
+ StableDiffusionInpaintPipeline,runwayml/stable-diffusion-v1-5,1,50,False,True,2.635 (+48.45%),3.184 (+0.03%),21.964,c2a56855f1475f94e4a948b3c166796cf6e51d5a
18
+ StableDiffusionPipeline,runwayml/stable-diffusion-v1-5,1,50,False,False,3.268 (+8.50%),3.192 (0.00%),21.964,c2a56855f1475f94e4a948b3c166796cf6e51d5a
19
+ StableDiffusionPipeline,runwayml/stable-diffusion-v1-5,1,50,False,True,2.507 (+11.92%),3.192 (+0.25%),21.964,c2a56855f1475f94e4a948b3c166796cf6e51d5a
20
+ StableDiffusionXLPipeline,segmind/SSD-1B,1,50,False,False,12.024 (+316.20%),8.114 (+153.96%),21.964,c2a56855f1475f94e4a948b3c166796cf6e51d5a
21
+ StableDiffusionXLPipeline,segmind/SSD-1B,1,50,False,True,10.623 (+402.74%),8.123 (+154.40%),21.964,c2a56855f1475f94e4a948b3c166796cf6e51d5a
22
+ StableDiffusionXLImg2ImgPipeline,stabilityai/sdxl-turbo,1,2,False,False,0.42 (-95.83%),7.655 (-5.63%),21.964,c2a56855f1475f94e4a948b3c166796cf6e51d5a
23
+ StableDiffusionXLImg2ImgPipeline,stabilityai/sdxl-turbo,1,2,False,True,1.44 (-83.31%),7.654 (-5.65%),21.964,c2a56855f1475f94e4a948b3c166796cf6e51d5a
24
+ StableDiffusionXLPipeline,stabilityai/sdxl-turbo,1,1,False,False,0.311 (-23.02%),7.654 (+0.04%),21.964,c2a56855f1475f94e4a948b3c166796cf6e51d5a
25
+ StableDiffusionXLPipeline,stabilityai/sdxl-turbo,1,1,False,True,1.307 (+1.71%),7.652 (-0.09%),21.964,c2a56855f1475f94e4a948b3c166796cf6e51d5a
26
+ StableDiffusionXLInpaintPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,False,19.657 (+6408.94%),10.471 (+36.75%),21.964,c2a56855f1475f94e4a948b3c166796cf6e51d5a
27
+ StableDiffusionXLInpaintPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,True,17.565 (+1403.85%),10.469 (+36.83%),21.964,c2a56855f1475f94e4a948b3c166796cf6e51d5a
28
+ StableDiffusionXLPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,False,19.148 (+20.99%),10.467 (-28.10%),21.964,c2a56855f1475f94e4a948b3c166796cf6e51d5a
29
+ StableDiffusionXLPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,True,16.737 (+22.40%),10.47 (-28.08%),21.964,c2a56855f1475f94e4a948b3c166796cf6e51d5a
30
+ StableDiffusionXLImg2ImgPipeline,stabilityai/stable-diffusion-xl-refiner-1.0,1,50,False,False,7.171 (-54.81%),9.624 (-8.05%),21.964,c2a56855f1475f94e4a948b3c166796cf6e51d5a
31
+ StableDiffusionXLImg2ImgPipeline,stabilityai/stable-diffusion-xl-refiner-1.0,1,50,False,True,6.565 (-53.22%),9.614 (-8.18%),21.964,c2a56855f1475f94e4a948b3c166796cf6e51d5a
32
+ WuerstchenCombinedPipeline,warp-ai/wuerstchen,1,50,False,False,4.083 (-73.24%),6.073 (-41.99%),21.964,c2a56855f1475f94e4a948b3c166796cf6e51d5a
33
+ WuerstchenCombinedPipeline,warp-ai/wuerstchen,1,50,False,True,4.219 (-68.10%),6.075 (-41.95%),21.964,c2a56855f1475f94e4a948b3c166796cf6e51d5a