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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,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
 
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,19.057 (-0.32%),10.648 (-0.06%),21.964,ea1b4ea7ca5fa7ab3d2094a70a35481f2a1036c2
3
+ StableDiffusionXLAdapterPipeline,TencentARC/t2i-adapter-canny-sdxl-1.0,1,50,False,True,17.692 (-0.03%),10.649 (0.00%),21.964,ea1b4ea7ca5fa7ab3d2094a70a35481f2a1036c2
4
+ StableDiffusionAdapterPipeline,TencentARC/t2iadapter_canny_sd14v1,1,50,False,False,3.179 (-1.88%),3.348 (0.00%),21.964,ea1b4ea7ca5fa7ab3d2094a70a35481f2a1036c2
5
+ StableDiffusionAdapterPipeline,TencentARC/t2iadapter_canny_sd14v1,1,50,False,True,2.997 (-0.40%),3.349 (+0.27%),21.964,ea1b4ea7ca5fa7ab3d2094a70a35481f2a1036c2
6
+ StableDiffusionXLControlNetPipeline,diffusers/controlnet-canny-sdxl-1.0,1,50,False,False,27.864 (+2.22%),12.969 (+0.05%),21.964,ea1b4ea7ca5fa7ab3d2094a70a35481f2a1036c2
7
+ StableDiffusionXLControlNetPipeline,diffusers/controlnet-canny-sdxl-1.0,1,50,False,True,24.373 (+1.33%),12.869 (+0.09%),21.964,ea1b4ea7ca5fa7ab3d2094a70a35481f2a1036c2
8
+ KandinskyV22CombinedPipeline,kandinsky-community/kandinsky-2-2-decoder,1,50,False,False,3.986 (-0.94%),9.771 (+0.13%),21.964,ea1b4ea7ca5fa7ab3d2094a70a35481f2a1036c2
9
+ KandinskyV22CombinedPipeline,kandinsky-community/kandinsky-2-2-decoder,1,50,False,True,3.391 (-3.58%),9.766 (0.00%),21.964,ea1b4ea7ca5fa7ab3d2094a70a35481f2a1036c2
10
+ StableDiffusionXLPipeline,latent-consistency/lcm-lora-sdxl,1,4,False,False,1.627 (-1.33%),10.467 (+0.09%),21.964,ea1b4ea7ca5fa7ab3d2094a70a35481f2a1036c2
11
+ StableDiffusionXLPipeline,latent-consistency/lcm-lora-sdxl,1,4,False,True,1.718 (+7.44%),10.848 (+3.65%),21.964,ea1b4ea7ca5fa7ab3d2094a70a35481f2a1036c2
12
+ StableDiffusionControlNetPipeline,lllyasviel/sd-controlnet-canny,1,50,False,False,4.403 (-1.30%),3.904 (+0.13%),21.964,ea1b4ea7ca5fa7ab3d2094a70a35481f2a1036c2
13
+ StableDiffusionControlNetPipeline,lllyasviel/sd-controlnet-canny,1,50,False,True,3.29 (-2.58%),3.876 (-0.13%),21.964,ea1b4ea7ca5fa7ab3d2094a70a35481f2a1036c2
14
+ StableDiffusionImg2ImgPipeline,runwayml/stable-diffusion-v1-5,1,50,False,False,2.665 (-0.97%),3.184 (+0.13%),21.964,ea1b4ea7ca5fa7ab3d2094a70a35481f2a1036c2
15
+ StableDiffusionImg2ImgPipeline,runwayml/stable-diffusion-v1-5,1,50,False,True,1.996 (-4.22%),3.193 (+0.31%),21.964,ea1b4ea7ca5fa7ab3d2094a70a35481f2a1036c2
16
+ StableDiffusionInpaintPipeline,runwayml/stable-diffusion-v1-5,1,50,False,False,3.321 (-1.16%),3.193 (0.00%),21.964,ea1b4ea7ca5fa7ab3d2094a70a35481f2a1036c2
17
+ StableDiffusionInpaintPipeline,runwayml/stable-diffusion-v1-5,1,50,False,True,2.502 (-5.05%),3.184 (0.00%),21.964,ea1b4ea7ca5fa7ab3d2094a70a35481f2a1036c2
18
+ StableDiffusionPipeline,runwayml/stable-diffusion-v1-5,1,50,False,False,3.234 (-1.04%),3.195 (+0.09%),21.964,ea1b4ea7ca5fa7ab3d2094a70a35481f2a1036c2
19
+ StableDiffusionPipeline,runwayml/stable-diffusion-v1-5,1,50,False,True,2.387 (-4.79%),3.187 (-0.16%),21.964,ea1b4ea7ca5fa7ab3d2094a70a35481f2a1036c2
20
+ StableDiffusionXLPipeline,segmind/SSD-1B,1,50,False,False,12.116 (+0.77%),8.115 (+0.01%),21.964,ea1b4ea7ca5fa7ab3d2094a70a35481f2a1036c2
21
+ StableDiffusionXLPipeline,segmind/SSD-1B,1,50,False,True,10.595 (-0.26%),8.112 (-0.14%),21.964,ea1b4ea7ca5fa7ab3d2094a70a35481f2a1036c2
22
+ StableDiffusionXLImg2ImgPipeline,stabilityai/sdxl-turbo,1,2,False,False,0.414 (-1.43%),7.652 (-0.04%),21.964,ea1b4ea7ca5fa7ab3d2094a70a35481f2a1036c2
23
+ StableDiffusionXLImg2ImgPipeline,stabilityai/sdxl-turbo,1,2,False,True,1.599 (+11.04%),7.653 (-0.01%),21.964,ea1b4ea7ca5fa7ab3d2094a70a35481f2a1036c2
24
+ StableDiffusionXLPipeline,stabilityai/sdxl-turbo,1,1,False,False,0.306 (-1.61%),7.654 (0.00%),21.964,ea1b4ea7ca5fa7ab3d2094a70a35481f2a1036c2
25
+ StableDiffusionXLPipeline,stabilityai/sdxl-turbo,1,1,False,True,1.495 (+14.38%),7.657 (+0.07%),21.964,ea1b4ea7ca5fa7ab3d2094a70a35481f2a1036c2
26
+ StableDiffusionXLInpaintPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,False,19.988 (+1.68%),10.471 (0.00%),21.964,ea1b4ea7ca5fa7ab3d2094a70a35481f2a1036c2
27
+ StableDiffusionXLInpaintPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,True,17.527 (-0.22%),10.47 (+0.01%),21.964,ea1b4ea7ca5fa7ab3d2094a70a35481f2a1036c2
28
+ StableDiffusionXLPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,False,19.492 (+1.80%),10.469 (+0.02%),21.964,ea1b4ea7ca5fa7ab3d2094a70a35481f2a1036c2
29
+ StableDiffusionXLPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,True,16.732 (-0.03%),10.466 (-0.04%),21.964,ea1b4ea7ca5fa7ab3d2094a70a35481f2a1036c2
30
+ StableDiffusionXLImg2ImgPipeline,stabilityai/stable-diffusion-xl-refiner-1.0,1,50,False,False,7.157 (-0.20%),9.628 (+0.04%),21.964,ea1b4ea7ca5fa7ab3d2094a70a35481f2a1036c2
31
+ StableDiffusionXLImg2ImgPipeline,stabilityai/stable-diffusion-xl-refiner-1.0,1,50,False,True,6.473 (-1.40%),9.622 (+0.08%),21.964,ea1b4ea7ca5fa7ab3d2094a70a35481f2a1036c2
32
+ WuerstchenCombinedPipeline,warp-ai/wuerstchen,1,50,False,False,4.395 (+7.64%),6.075 (+0.03%),21.964,ea1b4ea7ca5fa7ab3d2094a70a35481f2a1036c2
33
+ WuerstchenCombinedPipeline,warp-ai/wuerstchen,1,50,False,True,4.283 (+1.52%),6.083 (+0.13%),21.964,ea1b4ea7ca5fa7ab3d2094a70a35481f2a1036c2