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Configure MCore logger #7781

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Oct 25, 2023
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3 changes: 3 additions & 0 deletions nemo/utils/exp_manager.py
Original file line number Diff line number Diff line change
Expand Up @@ -46,6 +46,7 @@
from nemo.utils.get_rank import is_global_rank_zero
from nemo.utils.lightning_logger_patch import add_filehandlers_to_pl_logger
from nemo.utils.loggers import ClearMLLogger, ClearMLParams, DLLogger, DLLoggerParams, MLFlowParams
from nemo.utils.mcore_logger import add_handlers_to_mcore_logger
from nemo.utils.model_utils import uninject_model_parallel_rank


Expand Down Expand Up @@ -511,6 +512,8 @@ def exp_manager(trainer: 'pytorch_lightning.Trainer', cfg: Optional[Union[DictCo
# doing the initialization such as moving files
time.sleep(cfg.seconds_to_sleep)

add_handlers_to_mcore_logger()

return log_dir


Expand Down
31 changes: 31 additions & 0 deletions nemo/utils/mcore_logger.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,31 @@
# Copyright (c) 2023, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

import logging as _logging

from nemo.utils import logging as nemo_logger


def add_handlers_to_mcore_logger():
"""Add NeMo handlers to MCore loggers.

MCore doesn't have and handlers for loggers (see
https://docs.python.org/3/howto/logging-cookbook.html#adding-handlers-other-than-nullhandler-to-a-logger-in-a-library
for a rationale). We have to add handlers explicitly.
"""
mcore_logger = _logging.getLogger('megatron.core')
for handler in nemo_logger._handlers.values():
mcore_logger.addHandler(handler)
mcore_logger.propagate = False
mcore_logger.setLevel(nemo_logger._logger.level)
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