thepycoder

# report every 1 minute, this is way too often, but we are testing here
optimizer.set_report_period(1)
# start the optimization process
# this function returns immediately
optimizer.start()
# set the time limit for the optimization process (2 hours)
optimizer.set_time_limit(in_minutes=120.0)
# wait until process is done (notice we are controlling the optimization process in the background)
optimizer.wait()
# optimization is completed, print the top performing experiments id

thepycoder

task.execute_remotely(queue_name='services', exit_process=True)

thepycoder

# All these commands will be launched from a remote SSH session
# so we need to add the DISPLAY=:0 environment variable to tell the command
# to use the main screen, otherwise it will whine that it found no display
$ export DISPLAY=:0
# Launch i3lock with a custom screensaver
$ i3lock -i /path/to/custom/screensaver.png
# Spam backspace
$ xdotool key BackSpace
# Fill in password
$ xdotool type mypassword

thepycoder

$ gnome-screensaver-command --lock
$ i3lock
$ xdg-screensaver lock

thepycoder

# Get the previous dataset or create one if it doesn't exist yet
dataset = Dataset.get(
    dataset_project=CLEARML_PROJECT,
    dataset_name=CLEARML_DATASET_NAME,
    auto_create=True,
    writable_copy=True
)
# Add the labeled files (can include the old ones)
dataset.add_files(path=save_path, dataset_path=save_path)
# Upload only files that are new

thepycoder

class PushupLockscreen:
    def __init__(self):
        sg.theme('Black')
        # define the window layout
        layout = [
            [
                sg.Column(
                    [[sg.Image(filename='', key='image')]]
                ),
                sg.Column(

thepycoder

$ xset -display :0 dpms force on
$ xset -display :0 dpms force off

thepycoder

pip install clearml

thepycoder

clearml-init

thepycoder

python train.py --img 640 --batch 16 --epochs 3 --data coco128.yaml --weights yolov5s.pt --cache