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  1. collated_results.csv +36 -36
collated_results.csv CHANGED
@@ -1,37 +1,37 @@
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,15.011 (-0.15%),10.649 (+0.02%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
3
- StableDiffusionXLAdapterPipeline,TencentARC/t2i-adapter-canny-sdxl-1.0,1,50,False,True,13.864 (-0.13%),10.649 (-0.02%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
4
- StableDiffusionAdapterPipeline,TencentARC/t2iadapter_canny_sd14v1,1,50,False,False,2.948 (-0.17%),3.347 (+0.09%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
5
- StableDiffusionAdapterPipeline,TencentARC/t2iadapter_canny_sd14v1,1,50,False,True,2.568 (-0.12%),3.348 (+0.30%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
6
- StableDiffusionXLControlNetPipeline,diffusers/controlnet-canny-sdxl-1.0,1,50,False,False,21.984 (-0.05%),12.96 (-0.04%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
7
- StableDiffusionXLControlNetPipeline,diffusers/controlnet-canny-sdxl-1.0,1,50,False,True,18.852 (-0.06%),12.858 (-0.09%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
8
- KandinskyV22CombinedPipeline,kandinsky-community/kandinsky-2-2-decoder,1,50,False,False,3.566 (+0.06%),9.773 (-0.35%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
9
- KandinskyV22CombinedPipeline,kandinsky-community/kandinsky-2-2-decoder,1,50,False,True,3.249 (-0.06%),9.767 (0.00%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
10
- StableDiffusionXLPipeline,latent-consistency/lcm-lora-sdxl,1,4,False,False,1.511 (-0.33%),10.469 (-0.02%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
11
- StableDiffusionXLPipeline,latent-consistency/lcm-lora-sdxl,1,4,False,True,1.442 (+0.42%),10.466 (+0.01%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
12
- StableDiffusionControlNetPipeline,lllyasviel/sd-controlnet-canny,1,50,False,False,4.019 (-0.02%),3.889 (-0.18%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
13
- StableDiffusionControlNetPipeline,lllyasviel/sd-controlnet-canny,1,50,False,True,2.843 (-0.11%),3.875 (+0.26%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
14
- StableDiffusionPipeline,runwayml/stable-diffusion-v1-5 (IP-Adapter),1,50,False,False,3.046 (+24.12%),4.414 (+38.76%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
15
- StableDiffusionPipeline,runwayml/stable-diffusion-v1-5 (IP-Adapter),1,50,False,True,2.212 (+22.82%),4.415 (+38.53%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
16
- StableDiffusionImg2ImgPipeline,runwayml/stable-diffusion-v1-5,1,50,False,False,2.446 (-20.27%),3.18 (-0.41%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
17
- StableDiffusionImg2ImgPipeline,runwayml/stable-diffusion-v1-5,1,50,False,True,1.796 (-20.43%),3.192 (-0.06%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
18
- StableDiffusionInpaintPipeline,runwayml/stable-diffusion-v1-5,1,50,False,False,3.06 (+3.73%),3.184 (-0.25%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
19
- StableDiffusionInpaintPipeline,runwayml/stable-diffusion-v1-5,1,50,False,True,2.256 (+5.77%),3.192 (+0.16%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
20
- StableDiffusionPipeline,runwayml/stable-diffusion-v1-5,1,50,False,False,2.944 (-70.74%),3.195 (-60.60%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
21
- StableDiffusionPipeline,runwayml/stable-diffusion-v1-5,1,50,False,True,2.132 (-75.28%),3.184 (-60.83%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
22
- StableDiffusionXLPipeline,segmind/SSD-1B,1,50,False,False,10.06 (+2365.69%),8.114 (+6.04%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
23
- StableDiffusionXLPipeline,segmind/SSD-1B,1,50,False,True,8.619 (+547.56%),8.112 (+6.00%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
24
- StableDiffusionXLImg2ImgPipeline,stabilityai/sdxl-turbo,1,2,False,False,0.406 (+32.25%),7.655 (+0.04%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
25
- StableDiffusionXLImg2ImgPipeline,stabilityai/sdxl-turbo,1,2,False,True,1.34 (+10.65%),7.659 (+0.10%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
26
- StableDiffusionXLPipeline,stabilityai/sdxl-turbo,1,1,False,False,0.309 (-98.07%),7.653 (-26.89%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
27
- StableDiffusionXLPipeline,stabilityai/sdxl-turbo,1,1,False,True,1.235 (-91.18%),7.656 (-26.86%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
28
- StableDiffusionXLPipeline,stabilityai/stable-diffusion-xl-base-1.0 (IP-Adapter),1,50,False,False,15.815 (+3.71%),14.556 (+39.05%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
29
- StableDiffusionXLPipeline,stabilityai/stable-diffusion-xl-base-1.0 (IP-Adapter),1,50,False,True,13.69 (+3.47%),14.558 (+39.04%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
30
- StableDiffusionXLInpaintPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,False,16.011 (+166.94%),10.468 (+8.89%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
31
- StableDiffusionXLInpaintPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,True,13.975 (+152.12%),10.471 (+8.81%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
32
- StableDiffusionXLPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,False,15.25 (+232.10%),10.47 (+71.89%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
33
- StableDiffusionXLPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,True,13.224 (+186.54%),10.466 (+72.36%),21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
34
- StableDiffusionXLImg2ImgPipeline,stabilityai/stable-diffusion-xl-refiner-1.0,1,50,False,False,5.996,9.612,21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
35
- StableDiffusionXLImg2ImgPipeline,stabilityai/stable-diffusion-xl-refiner-1.0,1,50,False,True,5.54,9.625,21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
36
- WuerstchenCombinedPipeline,warp-ai/wuerstchen,1,50,False,False,4.975,6.074,21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
37
- WuerstchenCombinedPipeline,warp-ai/wuerstchen,1,50,False,True,4.456,6.082,21.988,03cd62520ffff950e5ca62cf2e8d7d3a0cd2f5bb
 
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,15.038 (+0.18%),10.646 (-0.03%),21.988,5d848ec07c2011d600ce5e5c1aa02a03152aea9b
3
+ StableDiffusionXLAdapterPipeline,TencentARC/t2i-adapter-canny-sdxl-1.0,1,50,False,True,13.866 (+0.01%),10.649 (0.00%),21.988,5d848ec07c2011d600ce5e5c1aa02a03152aea9b
4
+ StableDiffusionAdapterPipeline,TencentARC/t2iadapter_canny_sd14v1,1,50,False,False,2.951 (+0.10%),3.349 (+0.06%),21.988,5d848ec07c2011d600ce5e5c1aa02a03152aea9b
5
+ StableDiffusionAdapterPipeline,TencentARC/t2iadapter_canny_sd14v1,1,50,False,True,2.552 (-0.62%),3.348 (0.00%),21.988,5d848ec07c2011d600ce5e5c1aa02a03152aea9b
6
+ StableDiffusionXLControlNetPipeline,diffusers/controlnet-canny-sdxl-1.0,1,50,False,False,21.993 (+0.04%),12.962 (+0.02%),21.988,5d848ec07c2011d600ce5e5c1aa02a03152aea9b
7
+ StableDiffusionXLControlNetPipeline,diffusers/controlnet-canny-sdxl-1.0,1,50,False,True,18.881 (+0.15%),12.858 (0.00%),21.988,5d848ec07c2011d600ce5e5c1aa02a03152aea9b
8
+ KandinskyV22CombinedPipeline,kandinsky-community/kandinsky-2-2-decoder,1,50,False,False,3.562 (-0.11%),9.808 (+0.36%),21.988,5d848ec07c2011d600ce5e5c1aa02a03152aea9b
9
+ KandinskyV22CombinedPipeline,kandinsky-community/kandinsky-2-2-decoder,1,50,False,True,3.244 (-0.15%),9.764 (-0.03%),21.988,5d848ec07c2011d600ce5e5c1aa02a03152aea9b
10
+ StableDiffusionXLPipeline,latent-consistency/lcm-lora-sdxl,1,4,False,False,1.519 (+0.53%),10.469 (0.00%),21.988,5d848ec07c2011d600ce5e5c1aa02a03152aea9b
11
+ StableDiffusionXLPipeline,latent-consistency/lcm-lora-sdxl,1,4,False,True,1.441 (-0.07%),10.464 (-0.02%),21.988,5d848ec07c2011d600ce5e5c1aa02a03152aea9b
12
+ StableDiffusionControlNetPipeline,lllyasviel/sd-controlnet-canny,1,50,False,False,4.017 (-0.05%),3.891 (+0.05%),21.988,5d848ec07c2011d600ce5e5c1aa02a03152aea9b
13
+ StableDiffusionControlNetPipeline,lllyasviel/sd-controlnet-canny,1,50,False,True,2.831 (-0.42%),3.863 (-0.31%),21.988,5d848ec07c2011d600ce5e5c1aa02a03152aea9b
14
+ StableDiffusionPipeline,runwayml/stable-diffusion-v1-5 (IP-Adapter),1,50,False,False,3.046 (0.00%),4.4 (-0.32%),21.988,5d848ec07c2011d600ce5e5c1aa02a03152aea9b
15
+ StableDiffusionPipeline,runwayml/stable-diffusion-v1-5 (IP-Adapter),1,50,False,True,2.188 (-1.08%),4.414 (-0.02%),21.988,5d848ec07c2011d600ce5e5c1aa02a03152aea9b
16
+ StableDiffusionImg2ImgPipeline,runwayml/stable-diffusion-v1-5,1,50,False,False,2.445 (-0.04%),3.184 (+0.13%),21.988,5d848ec07c2011d600ce5e5c1aa02a03152aea9b
17
+ StableDiffusionImg2ImgPipeline,runwayml/stable-diffusion-v1-5,1,50,False,True,1.774 (-1.22%),3.187 (-0.16%),21.988,5d848ec07c2011d600ce5e5c1aa02a03152aea9b
18
+ StableDiffusionInpaintPipeline,runwayml/stable-diffusion-v1-5,1,50,False,False,3.06 (0.00%),3.193 (+0.28%),21.988,5d848ec07c2011d600ce5e5c1aa02a03152aea9b
19
+ StableDiffusionInpaintPipeline,runwayml/stable-diffusion-v1-5,1,50,False,True,2.24 (-0.71%),3.194 (+0.06%),21.988,5d848ec07c2011d600ce5e5c1aa02a03152aea9b
20
+ StableDiffusionPipeline,runwayml/stable-diffusion-v1-5,1,50,False,False,2.945 (+0.03%),3.192 (-0.09%),21.988,5d848ec07c2011d600ce5e5c1aa02a03152aea9b
21
+ StableDiffusionPipeline,runwayml/stable-diffusion-v1-5,1,50,False,True,2.115 (-0.80%),3.193 (+0.28%),21.988,5d848ec07c2011d600ce5e5c1aa02a03152aea9b
22
+ StableDiffusionXLPipeline,segmind/SSD-1B,1,50,False,False,10.057 (-0.03%),8.123 (+0.11%),21.988,5d848ec07c2011d600ce5e5c1aa02a03152aea9b
23
+ StableDiffusionXLPipeline,segmind/SSD-1B,1,50,False,True,8.615 (-0.05%),8.123 (+0.14%),21.988,5d848ec07c2011d600ce5e5c1aa02a03152aea9b
24
+ StableDiffusionXLImg2ImgPipeline,stabilityai/sdxl-turbo,1,2,False,False,0.406 (0.00%),7.651 (-0.05%),21.988,5d848ec07c2011d600ce5e5c1aa02a03152aea9b
25
+ StableDiffusionXLImg2ImgPipeline,stabilityai/sdxl-turbo,1,2,False,True,1.338 (-0.15%),7.653 (-0.08%),21.988,5d848ec07c2011d600ce5e5c1aa02a03152aea9b
26
+ StableDiffusionXLPipeline,stabilityai/sdxl-turbo,1,1,False,False,0.308 (-0.32%),7.656 (+0.04%),21.988,5d848ec07c2011d600ce5e5c1aa02a03152aea9b
27
+ StableDiffusionXLPipeline,stabilityai/sdxl-turbo,1,1,False,True,1.231 (-0.32%),7.652 (-0.05%),21.988,5d848ec07c2011d600ce5e5c1aa02a03152aea9b
28
+ StableDiffusionXLPipeline,stabilityai/stable-diffusion-xl-base-1.0 (IP-Adapter),1,50,False,False,15.822 (+0.04%),14.563 (+0.05%),21.988,5d848ec07c2011d600ce5e5c1aa02a03152aea9b
29
+ StableDiffusionXLPipeline,stabilityai/stable-diffusion-xl-base-1.0 (IP-Adapter),1,50,False,True,13.674 (-0.12%),14.559 (+0.01%),21.988,5d848ec07c2011d600ce5e5c1aa02a03152aea9b
30
+ StableDiffusionXLInpaintPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,False,15.995 (-0.10%),10.472 (+0.04%),21.988,5d848ec07c2011d600ce5e5c1aa02a03152aea9b
31
+ StableDiffusionXLInpaintPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,True,13.98 (+0.04%),10.467 (-0.04%),21.988,5d848ec07c2011d600ce5e5c1aa02a03152aea9b
32
+ StableDiffusionXLPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,False,15.255 (+0.03%),10.466 (-0.04%),21.988,5d848ec07c2011d600ce5e5c1aa02a03152aea9b
33
+ StableDiffusionXLPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,True,13.218 (-0.05%),10.466 (0.00%),21.988,5d848ec07c2011d600ce5e5c1aa02a03152aea9b
34
+ StableDiffusionXLImg2ImgPipeline,stabilityai/stable-diffusion-xl-refiner-1.0,1,50,False,False,5.989 (-0.12%),9.624 (+0.12%),21.988,5d848ec07c2011d600ce5e5c1aa02a03152aea9b
35
+ StableDiffusionXLImg2ImgPipeline,stabilityai/stable-diffusion-xl-refiner-1.0,1,50,False,True,5.545 (+0.09%),9.623 (-0.02%),21.988,5d848ec07c2011d600ce5e5c1aa02a03152aea9b
36
+ WuerstchenCombinedPipeline,warp-ai/wuerstchen,1,50,False,False,4.468 (-10.19%),6.072 (-0.03%),21.988,5d848ec07c2011d600ce5e5c1aa02a03152aea9b
37
+ WuerstchenCombinedPipeline,warp-ai/wuerstchen,1,50,False,True,4.621 (+3.70%),6.074 (-0.13%),21.988,5d848ec07c2011d600ce5e5c1aa02a03152aea9b