def create(experiment_group):
base.create_group_experiments(experiment_group=experiment_group)
celery_app.send_task(
HPCeleryTasks.HP_GRID_SEARCH_START,
kwargs={'experiment_group_id': experiment_group.id},
countdown=1)
def create(experiment_group):
experiment_group.iteration_manager.create_iteration()
experiments = base.create_group_experiments(experiment_group=experiment_group)
experiment_group.iteration_manager.add_iteration_experiments(
experiment_ids=[xp.id for xp in experiments])
celery_app.send_task(
HPCeleryTasks.HP_HYPERBAND_START,
kwargs={'experiment_group_id': experiment_group.id},
countdown=1)
def create(experiment_group):
experiments = base.create_group_experiments(experiment_group=experiment_group)
experiment_ids = [xp.id for xp in experiments]
experiments_configs = [[xp.id, xp.declarations] for xp in experiments]
experiment_group.iteration_manager.create_iteration(
experiment_ids=experiment_ids,
experiments_configs=experiments_configs)
celery_app.send_task(
HPCeleryTasks.HP_BO_START,
kwargs={'experiment_group_id': experiment_group.id},
countdown=1)
def create(experiment_group):
experiments = base.create_group_experiments(
experiment_group=experiment_group)
if not experiments:
logger.error('Experiment group `%s` could not create any experiment.',
experiment_group.id)
experiment_group.set_status(
ExperimentGroupLifeCycle.FAILED,
message='Experiment group could not create new suggestions.')
return
experiment_ids = [xp.id for xp in experiments]
experiments_configs = [[xp.id, xp.declarations] for xp in experiments]
experiment_group.iteration_manager.create_iteration(
experiment_ids=experiment_ids, experiments_configs=experiments_configs)
celery_app.send_task(HPCeleryTasks.HP_BO_START,
kwargs={'experiment_group_id': experiment_group.id},
countdown=1)
def create(experiment_group):
base.create_group_experiments(experiment_group=experiment_group)
celery_app.send_task(HPCeleryTasks.HP_RANDOM_SEARCH_START,
kwargs={'experiment_group_id': experiment_group.id},
countdown=1)