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allegroai 2024-07-17 10:50:49 +03:00
parent cbb90a8bd5
commit f48c2ffc1c
1 changed files with 18 additions and 11 deletions
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29
clearml/cli/hpo/__main__.py
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@ -1,4 +1,4 @@
import json
eyimport json
import sys
from argparse import ArgumentParser, RawTextHelpFormatter
@ -143,8 +143,10 @@ def setup_parser(parser):
help="The maximum compute time in minutes. When time limit is exceeded, all jobs aborted",
)
parser.add_argument(
"--pool-period-min", type=float, default=0.2,
help="The time between two consecutive pools (minutes) default 0.2 min"
"--pool-period-min",
type=float,
default=0.2,
help="The time between two consecutive pools (minutes) default 0.2 min",
)
parser.add_argument(
"--total-max-jobs",
@ -186,14 +188,19 @@ def setup_parser(parser):
help="The maximum number of concurrent Tasks (experiments) running at the same time.",
)
parser.add_argument(
'--args', default=None, nargs='*',
help='Arguments to pass to the remote execution, list of <argument>=<value> strings.'
'Currently only argparse/click/hydra/fire arguments are supported. '
'Example: --args lr=0.003 batch_size=64')
"--args",
default=None,
nargs="*",
help="Arguments to pass to the remote execution, list of <argument>=<value> strings."
"Currently only argparse/click/hydra/fire arguments are supported. "
"Example: --args lr=0.003 batch_size=64",
)
parser.add_argument(
"--local", action='store_true', default=False,
"--local",
action="store_true",
default=False,
help="If set, run the experiments locally, Notice no new python environment will be created, "
"--script must point to a local file entrypoint and all arguments must be passed with --args",
"--script must point to a local file entrypoint and all arguments must be passed with --args",
)
@ -261,7 +268,7 @@ def build_opt_kwargs(args):
"total_max_jobs",
"min_iteration_per_job",
"max_iteration_per_job",
"max_number_of_concurrent_tasks"
"max_number_of_concurrent_tasks",
]
for arg_name in optional_arg_names:
arg_val = getattr(args, arg_name)
@ -293,7 +300,7 @@ def cli():
if not task_id:
create_populate = CreateAndPopulate(script=args.script)
create_populate.update_task_args(args.args)
print('Creating new task')
print("Creating new task")
create_populate.create_task()
# update Task args
create_populate.update_task_args(args.args)