Spaces:
Sleeping
Sleeping
Update app.py
Browse files
app.py
CHANGED
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@@ -158,6 +158,57 @@ def randomize_seed_fn(seed: int, randomize_seed: bool) -> int:
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seed = random.randint(0, MAX_SEED)
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return seed
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@spaces.GPU(duration=60)
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def generate_60(
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model_choice: str,
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@@ -284,8 +335,9 @@ with gr.Blocks(theme=gr.themes.Base()) as demo:
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placeholder="Enter your prompt",
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container=False,
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)
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-
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-
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result = gr.Gallery(label="Result", columns=1, show_label=False)
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with gr.Row():
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@@ -373,6 +425,29 @@ with gr.Blocks(theme=gr.themes.Base()) as demo:
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api_name=False,
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)
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gr.on(
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triggers=[
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run_button_60.click,
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seed = random.randint(0, MAX_SEED)
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return seed
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@spaces.GPU(duration=60)
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def generate_30(
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model_choice: str,
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prompt: str,
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negative_prompt: str = "",
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use_negative_prompt: bool = False,
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style_selection: str = "",
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seed: int = 1,
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width: int = 768,
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height: int = 768,
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guidance_scale: float = 4,
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num_inference_steps: int = 125,
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randomize_seed: bool = False,
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use_resolution_binning: bool = True,
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num_images: int = 1,
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progress=gr.Progress(track_tqdm=True) # Add progress as a keyword argument
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):
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global models
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pipe = models[model_choice]
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seed = int(randomize_seed_fn(seed, randomize_seed))
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generator = torch.Generator(device='cuda').manual_seed(seed)
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prompt, negative_prompt = apply_style(style_selection, prompt, negative_prompt)
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options = {
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"prompt": [prompt] * num_images,
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"negative_prompt": [negative_prompt] * num_images if use_negative_prompt else None,
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"width": width,
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"height": height,
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"guidance_scale": guidance_scale,
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"num_inference_steps": num_inference_steps,
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"generator": generator,
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"output_type": "pil",
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}
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if use_resolution_binning:
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options["use_resolution_binning"] = True
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images = []
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pipe.scheduler.set_timesteps(num_inference_steps,device)
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#with torch.no_grad():
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for i in range(0, num_images, BATCH_SIZE):
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batch_options = options.copy()
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batch_options["prompt"] = options["prompt"][i:i+BATCH_SIZE]
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if "negative_prompt" in batch_options:
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batch_options["negative_prompt"] = options["negative_prompt"][i:i+BATCH_SIZE]
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images.extend(pipe(**batch_options).images)
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sd_image_path = f"rv50_{seed}.png"
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images[0].save(sd_image_path,optimize=False,compress_level=0)
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upload_to_ftp(sd_image_path)
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image_paths = [save_image(img) for img in images]
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torch.cuda.empty_cache()
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gc.collect()
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return image_paths, seed
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@spaces.GPU(duration=60)
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def generate_60(
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model_choice: str,
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placeholder="Enter your prompt",
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container=False,
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)
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run_button_30 = gr.Button("Run 30 Seconds", scale=0)
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run_button_60 = gr.Button("Run 60 Seconds", scale=0)
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run_button_90 = gr.Button("Run 90 Seconds", scale=0)
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result = gr.Gallery(label="Result", columns=1, show_label=False)
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with gr.Row():
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api_name=False,
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)
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gr.on(
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triggers=[
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run_button_30.click,
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],
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# api_name="generate", # Add this line
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fn=generate_30,
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inputs=[
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model_choice,
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prompt,
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negative_prompt,
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use_negative_prompt,
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style_selection,
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seed,
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width,
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height,
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guidance_scale,
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num_inference_steps,
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randomize_seed,
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num_images,
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],
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outputs=[result, seed],
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)
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gr.on(
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triggers=[
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run_button_60.click,
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