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UdacityNoob
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5a33599
1
Parent(s):
6ca233b
Update requirements typo, update app.py
Browse files- app.py +7 -4
- requirements.txt +1 -1
app.py
CHANGED
@@ -12,14 +12,17 @@ device = "cuda" if torch.cuda.is_available() else "cpu"
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device_name = torch.cuda.get_device_name(0)
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# setup pipeline
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-
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pipe = pipe.to(device)
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# define gradio function
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def generate(prompt:str, seed:int, guidance:float):
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generator = torch.Generator(device).manual_seed(int(seed))
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with autocast(device):
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image = pipe(prompt=prompt, generator=generator, guidance_scale=guidance, steps
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return image
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if device == "cuda":
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@@ -27,7 +30,7 @@ if device == "cuda":
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# create the gradio UI
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demo = gr.Interface(
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fn=generate,
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inputs=[gr.Textbox(placeholder="castle on a mountain"), gr.Number(value=123456), gr.Slider(0,10)],
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outputs="image",
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allow_flagging="never",
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)
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device_name = torch.cuda.get_device_name(0)
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# setup pipeline
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if device == "cuda":
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pipe = StableDiffusionPipeline.from_pretrained("CompVis/stable-diffusion-v1-4", revision="fp16", torch_dtype=torch.float16, use_auth_token=TOKEN_KEY)
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else:
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pipe = StableDiffusionPipeline.from_pretrained("CompVis/stable-diffusion-v1-4", use_auth_token=TOKEN_KEY)
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pipe = pipe.to(device)
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# define gradio function
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def generate(prompt:str, seed:int, guidance:float, steps:int):
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generator = torch.Generator(device).manual_seed(int(seed))
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with autocast(device):
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image = pipe(prompt=prompt, generator=generator, guidance_scale=guidance, num_inference_steps=steps).images[0]
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return image
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if device == "cuda":
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# create the gradio UI
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demo = gr.Interface(
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fn=generate,
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inputs=[gr.Textbox(placeholder="castle on a mountain"), gr.Number(value=123456), gr.Slider(0,10), gr.Number(value=50)],
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outputs="image",
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allow_flagging="never",
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)
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requirements.txt
CHANGED
@@ -3,5 +3,5 @@ scipy
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ftfy
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torch>=1.10.0
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transformers
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-
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gradio>=3.4
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ftfy
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torch>=1.10.0
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transformers
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+
diffusers>=0.4.0
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gradio>=3.4
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