From 6427c834dfd97b1f05c6659cdc7ccf010bf82fe1 Mon Sep 17 00:00:00 2001
From: 嘉渊 <wangjiaming.wjm@alibaba-inc.com>
Date: 星期一, 24 四月 2023 19:50:07 +0800
Subject: [PATCH] update
---
funasr/bin/train.py | 55 ++++++++++++++++++++++++++++++++++++++++++++++++++-----
1 files changed, 50 insertions(+), 5 deletions(-)
diff --git a/funasr/bin/train.py b/funasr/bin/train.py
index 1518071..9c8f672 100755
--- a/funasr/bin/train.py
+++ b/funasr/bin/train.py
@@ -19,7 +19,7 @@
from funasr.torch_utils.model_summary import model_summary
from funasr.torch_utils.pytorch_version import pytorch_cudnn_version
from funasr.torch_utils.set_all_random_seed import set_all_random_seed
-from funasr.utils import config_argparse
+from funasr.utils.nested_dict_action import NestedDictAction
from funasr.utils.prepare_data import prepare_data
from funasr.utils.types import str2bool
from funasr.utils.types import str_or_none
@@ -27,7 +27,7 @@
def get_parser():
- parser = config_argparse.ArgumentParser(
+ parser = argparse.ArgumentParser(
description="FunASR Common Training Parser",
)
@@ -77,6 +77,12 @@
default=False,
help="Whether to use the find_unused_parameters in "
"torch.nn.parallel.DistributedDataParallel ",
+ )
+ parser.add_argument(
+ "--gpu_id",
+ type=int,
+ default=0,
+ help="local gpu id.",
)
# cudnn related
@@ -280,10 +286,47 @@
default=[],
)
parser.add_argument(
+ "--train_shape_file",
+ type=str, action="append",
+ default=[],
+ )
+ parser.add_argument(
+ "--valid_shape_file",
+ type=str,
+ action="append",
+ default=[],
+ )
+ parser.add_argument(
"--use_preprocessor",
type=str2bool,
default=True,
help="Apply preprocessing to data or not",
+ )
+
+ # optimization related
+ parser.add_argument(
+ "--optim",
+ type=lambda x: x.lower(),
+ default="adam",
+ help="The optimizer type",
+ )
+ parser.add_argument(
+ "--optim_conf",
+ action=NestedDictAction,
+ default=dict(),
+ help="The keyword arguments for optimizer",
+ )
+ parser.add_argument(
+ "--scheduler",
+ type=lambda x: str_or_none(x.lower()),
+ default=None,
+ help="The lr scheduler type",
+ )
+ parser.add_argument(
+ "--scheduler_conf",
+ action=NestedDictAction,
+ default=dict(),
+ help="The keyword arguments for lr scheduler",
)
# most task related
@@ -388,9 +431,10 @@
if __name__ == '__main__':
parser = get_parser()
- args = parser.parse_args()
- task_args = build_args(args)
- args = argparse.Namespace(**vars(args), **vars(task_args))
+ args, extra_task_params = parser.parse_known_args()
+ if extra_task_params:
+ args = build_args(args, parser, extra_task_params)
+ # args = argparse.Namespace(**vars(args), **vars(task_args))
# set random seed
set_all_random_seed(args.seed)
@@ -399,6 +443,7 @@
torch.backends.cudnn.deterministic = args.cudnn_deterministic
# ddp init
+ os.environ['CUDA_VISIBLE_DEVICES'] = str(args.gpu_id)
args.distributed = args.dist_world_size > 1
distributed_option = build_distributed(args)
--
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