mirror of https://github.com/bmaltais/kohya_ss
77 lines
2.0 KiB
Python
77 lines
2.0 KiB
Python
import os
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import gradio as gr
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from easygui import msgbox
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import subprocess
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import time
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import webbrowser
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from library.custom_logging import setup_logging
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# Set up logging
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log = setup_logging()
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tensorboard_proc = None
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TENSORBOARD = 'tensorboard' if os.name == 'posix' else 'tensorboard.exe'
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def start_tensorboard(logging_dir, wait_time=5):
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global tensorboard_proc
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if not os.listdir(logging_dir):
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log.info('Error: log folder is empty')
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msgbox(msg='Error: log folder is empty')
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return
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run_cmd = [
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TENSORBOARD,
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'--logdir',
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logging_dir,
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'--host',
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'0.0.0.0',
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'--port',
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'6006',
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]
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log.info(run_cmd)
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if tensorboard_proc is not None:
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log.info(
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'Tensorboard is already running. Terminating existing process before starting new one...'
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)
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stop_tensorboard()
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# Start background process
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log.info('Starting tensorboard...')
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try:
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tensorboard_proc = subprocess.Popen(run_cmd)
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except Exception as e:
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log.error('Failed to start Tensorboard:', e)
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return
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# Wait for some time to allow TensorBoard to start up
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time.sleep(wait_time)
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# Open the TensorBoard URL in the default browser
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log.info('Opening tensorboard url in browser...')
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webbrowser.open('http://localhost:6006')
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def stop_tensorboard():
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global tensorboard_proc
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if tensorboard_proc is not None:
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log.info('Stopping tensorboard process...')
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try:
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tensorboard_proc.terminate()
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tensorboard_proc = None
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log.info('...process stopped')
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except Exception as e:
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log.error('Failed to stop Tensorboard:', e)
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else:
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log.info('Tensorboard is not running...')
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def gradio_tensorboard():
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with gr.Row():
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button_start_tensorboard = gr.Button('Start tensorboard')
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button_stop_tensorboard = gr.Button('Stop tensorboard')
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return (button_start_tensorboard, button_stop_tensorboard)
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