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performance

#4
by multimodalart HF Staff - opened
base: refs/heads/main
←
from: refs/pr/4
Discussion Files changed
+4
-4
Files changed (2) hide show
  1. app.py +2 -3
  2. requirements.txt +2 -1
app.py CHANGED
@@ -6,12 +6,11 @@ from diffusers import StableDiffusionPipeline
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  model_id = "hakurei/waifu-diffusion"
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  pipe = StableDiffusionPipeline.from_pretrained(model_id, torch_dtype=torch.float16, revision='fp16')
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  pipe = pipe.to("cuda")
 
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  num_samples = 2
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  def infer(prompt):
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- with autocast("cuda"):
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- images = pipe([prompt] * num_samples, guidance_scale=7.5)["sample"]
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-
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  return images
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  css = """
 
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  model_id = "hakurei/waifu-diffusion"
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  pipe = StableDiffusionPipeline.from_pretrained(model_id, torch_dtype=torch.float16, revision='fp16')
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  pipe = pipe.to("cuda")
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+ torch.backends.cudnn.benchmark = True
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  num_samples = 2
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  def infer(prompt):
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+ images = pipe([prompt] * num_samples, guidance_scale=7.5)["sample"]
 
 
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  return images
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  css = """
requirements.txt CHANGED
@@ -1,5 +1,6 @@
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  --extra-index-url https://download.pytorch.org/whl/cu113
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  torch
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- diffusers
 
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  transformers
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  ftfy
 
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  --extra-index-url https://download.pytorch.org/whl/cu113
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  torch
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+ -e git+https://github.com/Narsil/diffusers.git@5ad7ed8d3eb2216b8f8c45d3d1fca929882441be#egg=diffusers
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+ nvidia-ml-py3
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  transformers
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  ftfy