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  1. collated_results.csv +36 -32
collated_results.csv CHANGED
@@ -1,33 +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,15.034 (-1.36%),10.647 (-0.07%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
3
- StableDiffusionXLAdapterPipeline,TencentARC/t2i-adapter-canny-sdxl-1.0,1,50,False,True,13.882 (-2.38%),10.651 (+0.01%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
4
- StableDiffusionAdapterPipeline,TencentARC/t2iadapter_canny_sd14v1,1,50,False,False,2.953 (+0.10%),3.344 (-0.12%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
5
- StableDiffusionAdapterPipeline,TencentARC/t2iadapter_canny_sd14v1,1,50,False,True,2.571 (-2.98%),3.338 (0.00%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
6
- StableDiffusionXLControlNetPipeline,diffusers/controlnet-canny-sdxl-1.0,1,50,False,False,21.994 (-1.42%),12.965 (+0.03%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
7
- StableDiffusionXLControlNetPipeline,diffusers/controlnet-canny-sdxl-1.0,1,50,False,True,18.864 (-3.15%),12.869 (+0.08%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
8
- KandinskyV22CombinedPipeline,kandinsky-community/kandinsky-2-2-decoder,1,50,False,False,3.564 (+0.88%),9.807 (+0.32%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
9
- KandinskyV22CombinedPipeline,kandinsky-community/kandinsky-2-2-decoder,1,50,False,True,3.251 (+0.93%),9.767 (-0.40%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
10
- StableDiffusionXLPipeline,latent-consistency/lcm-lora-sdxl,1,4,False,False,1.516 (+0.33%),10.471 (+0.21%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
11
- StableDiffusionXLPipeline,latent-consistency/lcm-lora-sdxl,1,4,False,True,1.436 (-1.58%),10.465 (+0.13%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
12
- StableDiffusionControlNetPipeline,lllyasviel/sd-controlnet-canny,1,50,False,False,4.02 (-1.69%),3.896 (-0.20%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
13
- StableDiffusionControlNetPipeline,lllyasviel/sd-controlnet-canny,1,50,False,True,2.846 (-4.91%),3.865 (-0.23%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
14
- StableDiffusionImg2ImgPipeline,runwayml/stable-diffusion-v1-5,1,50,False,False,2.454 (+0.37%),3.181 (-0.09%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
15
- StableDiffusionImg2ImgPipeline,runwayml/stable-diffusion-v1-5,1,50,False,True,1.801 (-3.17%),3.187 (0.00%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
16
- StableDiffusionInpaintPipeline,runwayml/stable-diffusion-v1-5,1,50,False,False,3.068 (+0.07%),3.193 (-0.06%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
17
- StableDiffusionInpaintPipeline,runwayml/stable-diffusion-v1-5,1,50,False,True,2.257 (-3.67%),3.194 (+0.06%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
18
- StableDiffusionPipeline,runwayml/stable-diffusion-v1-5,1,50,False,False,2.95 (+0.44%),3.192 (0.00%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
19
- StableDiffusionPipeline,runwayml/stable-diffusion-v1-5,1,50,False,True,2.133 (-3.57%),3.187 (+0.22%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
20
- StableDiffusionXLPipeline,segmind/SSD-1B,1,50,False,False,10.062 (-1.34%),8.11 (-0.01%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
21
- StableDiffusionXLPipeline,segmind/SSD-1B,1,50,False,True,8.626 (-3.97%),8.128 (+0.06%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
22
- StableDiffusionXLImg2ImgPipeline,stabilityai/sdxl-turbo,1,2,False,False,0.408 (+5.15%),7.652 (-0.05%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
23
- StableDiffusionXLImg2ImgPipeline,stabilityai/sdxl-turbo,1,2,False,True,1.331 (+8.56%),7.653 (-0.05%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
24
- StableDiffusionXLPipeline,stabilityai/sdxl-turbo,1,1,False,False,0.307 (+5.14%),7.652 (-0.08%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
25
- StableDiffusionXLPipeline,stabilityai/sdxl-turbo,1,1,False,True,1.211 (+6.70%),7.651 (-0.03%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
26
- StableDiffusionXLInpaintPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,False,16.001 (-0.37%),10.468 (0.00%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
27
- StableDiffusionXLInpaintPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,True,13.999 (-2.66%),10.467 (-0.01%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
28
- StableDiffusionXLPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,False,15.249 (-1.43%),10.468 (+0.03%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
29
- StableDiffusionXLPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,True,13.231 (-3.24%),10.47 (+0.05%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
30
- StableDiffusionXLImg2ImgPipeline,stabilityai/stable-diffusion-xl-refiner-1.0,1,50,False,False,5.998 (-1.67%),9.613 (-0.11%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
31
- StableDiffusionXLImg2ImgPipeline,stabilityai/stable-diffusion-xl-refiner-1.0,1,50,False,True,5.543 (-3.11%),9.623 (+0.09%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
32
- WuerstchenCombinedPipeline,warp-ai/wuerstchen,1,50,False,False,4.592 (+4.55%),6.091 (+0.28%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
33
- WuerstchenCombinedPipeline,warp-ai/wuerstchen,1,50,False,True,4.615 (+6.88%),6.072 (0.00%),21.988,5d3923b670a2d4f214fc2d9201277f72a00b7b29
 
 
 
 
 
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