98 lines
2.8 KiB
Python
98 lines
2.8 KiB
Python
import tempfile
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import gradio as gr
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from easygui import msgbox
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folder_symbol = '\U0001f4c2' # 📂
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refresh_symbol = '\U0001f504' # 🔄
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save_style_symbol = '\U0001f4be' # 💾
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document_symbol = '\U0001F4C4' # 📄
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###
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### Gradio common sampler GUI section
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###
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def sample_gradio_config():
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with gr.Accordion('Sample images config', open=False):
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with gr.Row():
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sample_every_n_steps = gr.Number(
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label='Sample every n steps',
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value=0,
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precision=0,
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interactive=True,
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)
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sample_every_n_epochs = gr.Number(
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label='Sample every n epochs',
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value=0,
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precision=0,
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interactive=True,
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)
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sample_sampler = gr.Dropdown(
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label='Sample sampler',
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choices=[
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'ddim',
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'pndm',
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'lms',
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'euler',
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'euler_a',
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'heun',
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'dpm_2',
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'dpm_2_a',
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'dpmsolver',
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'dpmsolver++',
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'dpmsingle',
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'k_lms',
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'k_euler',
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'k_euler_a',
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'k_dpm_2',
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'k_dpm_2_a',
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],
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value='euler_a',
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interactive=True,
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)
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with gr.Row():
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sample_prompts = gr.Textbox(
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lines=5,
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label='Sample prompts',
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interactive=True,
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placeholder='masterpiece, best quality, 1girl, in white shirts, upper body, looking at viewer, simple background --n low quality, worst quality, bad anatomy,bad composition, poor, low effort --w 768 --h 768 --d 1 --l 7.5 --s 28',
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)
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return (
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sample_every_n_steps,
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sample_every_n_epochs,
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sample_sampler,
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sample_prompts,
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)
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def run_cmd_sample(
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sample_every_n_steps,
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sample_every_n_epochs,
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sample_sampler,
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sample_prompts,
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):
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run_cmd = ''
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if sample_every_n_epochs == 0 and sample_every_n_steps == 0:
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return run_cmd
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# Create a temporary file and get its path
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with tempfile.NamedTemporaryFile(mode='w', delete=False) as temp_file:
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# Write the contents of the variable to the file
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temp_file.write(sample_prompts)
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# Get the path of the temporary file
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sample_prompts_path = temp_file.name
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run_cmd += f' --sample_sampler={sample_sampler}'
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run_cmd += f' --sample_prompts="{sample_prompts_path}"'
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if not sample_every_n_epochs == 0:
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run_cmd += f' --sample_every_n_epochs="{sample_every_n_epochs}"'
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if not sample_every_n_steps == 0:
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run_cmd += f' --sample_every_n_steps="{sample_every_n_steps}"'
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return run_cmd
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