KohyaSS/library/tensorboard_gui.py
2023-03-01 19:24:11 -05:00

53 lines
1.3 KiB
Python

import os
import gradio as gr
from easygui import msgbox
import subprocess
import time
tensorboard_proc = None # I know... bad but heh
def start_tensorboard(logging_dir):
global tensorboard_proc
if not os.listdir(logging_dir):
print('Error: log folder is empty')
msgbox(msg='Error: log folder is empty')
return
run_cmd = f'tensorboard.exe --logdir "{logging_dir}"'
print(run_cmd)
if tensorboard_proc is not None:
print(
'Tensorboard is already running. Terminating existing process before starting new one...'
)
stop_tensorboard()
# Start background process
print('Starting tensorboard...')
tensorboard_proc = subprocess.Popen(run_cmd)
# Wait for some time to allow TensorBoard to start up
time.sleep(5)
# Open the TensorBoard URL in the default browser
print('Opening tensorboard url in browser...')
import webbrowser
webbrowser.open('http://localhost:6006')
def stop_tensorboard():
print('Stopping tensorboard process...')
tensorboard_proc.kill()
print('...process stopped')
def gradio_tensorboard():
with gr.Row():
button_start_tensorboard = gr.Button('Start tensorboard')
button_stop_tensorboard = gr.Button('Stop tensorboard')
return (button_start_tensorboard, button_stop_tensorboard)