Hi, I am just having YAML file where I keep all the configurations and hyperparams and then for every training the first thing I do is I call a function which initializes the ClearML task and connects the config and returns it so that the rest of the code can use it.

def initialize_task(task_type=Task.TaskTypes.training):
    config = yaml.safe_load(open(r"params.yaml"))
    Task.ignore_requirements("pywin32")
    task = Task.init(project_name='X', task_name=config['TASK_NAME'], 
                    task_type=task_type, tags=config['TAGS'],
                    output_uri=False)
    task.connect(config)
    if not config['LOCAL']:
        task.execute_remotely(queue_name="default")
    logger = task.get_logger()
    return config, logger