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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
- 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
 
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,2.703 (-1.53%),3.193 (+0.28%),21.951,e2ead7cdcc00859533e6bec7b0707a6fb0efef0a
3
+ StableDiffusionImg2ImgPipeline,Lykon/DreamShaper,1,50,False,True,2.027 (-1.70%),3.193 (+0.19%),21.951,e2ead7cdcc00859533e6bec7b0707a6fb0efef0a
4
+ StableDiffusionInpaintPipeline,Lykon/DreamShaper,1,50,False,False,3.384 (-1.51%),3.193 (+0.41%),21.951,e2ead7cdcc00859533e6bec7b0707a6fb0efef0a
5
+ StableDiffusionInpaintPipeline,Lykon/DreamShaper,1,50,False,True,2.544 (-1.74%),3.192 (+0.25%),21.951,e2ead7cdcc00859533e6bec7b0707a6fb0efef0a
6
+ StableDiffusionPipeline,Lykon/DreamShaper,1,50,False,False,3.337 (-0.60%),3.184 (-0.22%),21.951,e2ead7cdcc00859533e6bec7b0707a6fb0efef0a
7
+ StableDiffusionPipeline,Lykon/DreamShaper,1,50,False,True,2.452 (-1.01%),3.187 (-0.19%),21.951,e2ead7cdcc00859533e6bec7b0707a6fb0efef0a
8
+ StableDiffusionXLAdapterPipeline,TencentARC/t2i-adapter-canny-sdxl-1.0,1,50,False,False,19.214 (-0.21%),10.645 (-0.04%),21.951,e2ead7cdcc00859533e6bec7b0707a6fb0efef0a
9
+ StableDiffusionXLAdapterPipeline,TencentARC/t2i-adapter-canny-sdxl-1.0,1,50,False,True,17.812 (+0.20%),10.649 (-0.04%),21.951,e2ead7cdcc00859533e6bec7b0707a6fb0efef0a
10
+ StableDiffusionAdapterPipeline,TencentARC/t2iadapter_canny_sd14v1,1,50,False,False,3.276 (-1.56%),3.34 (-0.27%),21.951,e2ead7cdcc00859533e6bec7b0707a6fb0efef0a
11
+ StableDiffusionAdapterPipeline,TencentARC/t2iadapter_canny_sd14v1,1,50,False,True,3.07 (-1.22%),3.34 (+0.06%),21.951,e2ead7cdcc00859533e6bec7b0707a6fb0efef0a
12
+ StableDiffusionXLControlNetPipeline,diffusers/controlnet-canny-sdxl-1.0,1,50,False,False,27.562 (-0.75%),12.96 (0.00%),21.951,e2ead7cdcc00859533e6bec7b0707a6fb0efef0a
13
+ StableDiffusionXLControlNetPipeline,diffusers/controlnet-canny-sdxl-1.0,1,50,False,True,23.929 (-1.05%),12.858 (0.00%),21.951,e2ead7cdcc00859533e6bec7b0707a6fb0efef0a
14
+ KandinskyV22CombinedPipeline,kandinsky-community/kandinsky-2-2-decoder,1,50,False,False,4.089 (-0.97%),9.764 (0.00%),21.951,e2ead7cdcc00859533e6bec7b0707a6fb0efef0a
15
+ KandinskyV22CombinedPipeline,kandinsky-community/kandinsky-2-2-decoder,1,50,False,True,3.483 (-0.99%),9.766 (-0.36%),21.951,e2ead7cdcc00859533e6bec7b0707a6fb0efef0a
16
+ StableDiffusionXLPipeline,latent-consistency/lcm-lora-sdxl,1,4,False,False,1.649 (-1.55%),10.468 (+0.01%),21.951,e2ead7cdcc00859533e6bec7b0707a6fb0efef0a
17
+ StableDiffusionXLPipeline,latent-consistency/lcm-lora-sdxl,1,4,False,True,1.763 (-0.62%),10.837 (-0.09%),21.951,e2ead7cdcc00859533e6bec7b0707a6fb0efef0a
18
+ StableDiffusionControlNetPipeline,lllyasviel/sd-controlnet-canny,1,50,False,False,4.501 (-1.85%),3.893 (-0.26%),21.951,e2ead7cdcc00859533e6bec7b0707a6fb0efef0a
19
+ StableDiffusionControlNetPipeline,lllyasviel/sd-controlnet-canny,1,50,False,True,3.348 (-1.53%),3.878 (+0.28%),21.951,e2ead7cdcc00859533e6bec7b0707a6fb0efef0a
20
+ StableDiffusionXLPipeline,segmind/SSD-1B,1,50,False,False,12.212 (-0.87%),8.113 (0.00%),21.951,e2ead7cdcc00859533e6bec7b0707a6fb0efef0a
21
+ StableDiffusionXLPipeline,segmind/SSD-1B,1,50,False,True,10.596 (-1.68%),8.113 (-0.12%),21.951,e2ead7cdcc00859533e6bec7b0707a6fb0efef0a
22
+ StableDiffusionXLImg2ImgPipeline,stabilityai/sdxl-turbo,1,2,False,False,0.421 (-0.71%),7.653 (-0.04%),21.951,e2ead7cdcc00859533e6bec7b0707a6fb0efef0a
23
+ StableDiffusionXLImg2ImgPipeline,stabilityai/sdxl-turbo,1,2,False,True,1.625 (+0.18%),7.654 (+0.01%),21.951,e2ead7cdcc00859533e6bec7b0707a6fb0efef0a
24
+ StableDiffusionXLPipeline,stabilityai/sdxl-turbo,1,1,False,False,0.321 (+1.58%),7.655 (0.00%),21.951,e2ead7cdcc00859533e6bec7b0707a6fb0efef0a
25
+ StableDiffusionXLPipeline,stabilityai/sdxl-turbo,1,1,False,True,1.487 (-2.43%),7.653 (-0.04%),21.951,e2ead7cdcc00859533e6bec7b0707a6fb0efef0a
26
+ StableDiffusionXLInpaintPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,False,19.675 (-1.01%),10.468 (0.00%),21.951,e2ead7cdcc00859533e6bec7b0707a6fb0efef0a
27
+ StableDiffusionXLInpaintPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,True,17.261 (-2.04%),10.467 (0.00%),21.951,e2ead7cdcc00859533e6bec7b0707a6fb0efef0a
28
+ StableDiffusionXLPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,False,19.265 (-0.42%),10.465 (-0.02%),21.951,e2ead7cdcc00859533e6bec7b0707a6fb0efef0a
29
+ StableDiffusionXLPipeline,stabilityai/stable-diffusion-xl-base-1.0,1,50,False,True,16.716 (-0.41%),10.472 (+0.05%),21.951,e2ead7cdcc00859533e6bec7b0707a6fb0efef0a
30
+ StableDiffusionXLImg2ImgPipeline,stabilityai/stable-diffusion-xl-refiner-1.0,1,50,False,False,7.2 (-1.30%),9.613 (0.00%),21.951,e2ead7cdcc00859533e6bec7b0707a6fb0efef0a
31
+ StableDiffusionXLImg2ImgPipeline,stabilityai/stable-diffusion-xl-refiner-1.0,1,50,False,True,6.539 (-0.92%),9.622 (-0.01%),21.951,e2ead7cdcc00859533e6bec7b0707a6fb0efef0a
32
+ WuerstchenCombinedPipeline,warp-ai/wuerstchen,1,50,False,False,4.547 (+5.13%),6.075 (0.00%),21.951,e2ead7cdcc00859533e6bec7b0707a6fb0efef0a
33
+ WuerstchenCombinedPipeline,warp-ai/wuerstchen,1,50,False,True,4.512 (+4.08%),6.072 (0.00%),21.951,e2ead7cdcc00859533e6bec7b0707a6fb0efef0a