From 9a6de675dc0bf16a8c3440c7f5e42cfccd1433ac Mon Sep 17 00:00:00 2001
From: speech_asr <wangjiaming.wjm@alibaba-inc.com>
Date: 星期一, 17 四月 2023 19:22:57 +0800
Subject: [PATCH] update
---
funasr/bin/train.py | 29 +++++++++++++++++++++++++++--
1 files changed, 27 insertions(+), 2 deletions(-)
diff --git a/funasr/bin/train.py b/funasr/bin/train.py
index 94dc75c..9b93820 100644
--- a/funasr/bin/train.py
+++ b/funasr/bin/train.py
@@ -1,9 +1,13 @@
+import logging
+import os
import sys
import torch
+from funasr.torch_utils.set_all_random_seed import set_all_random_seed
from funasr.utils import config_argparse
from funasr.utils.build_distributed import build_distributed
+from funasr.utils.prepare_data import prepare_data
from funasr.utils.types import str2bool
@@ -21,6 +25,7 @@
help="The number of gpus. 0 indicates CPU mode",
)
parser.add_argument("--seed", type=int, default=0, help="Random seed")
+ parser.add_argument("--task_name", type=str, default="asr", help="Name for different tasks")
# ddp related
parser.add_argument(
@@ -318,9 +323,29 @@
parser = get_parser()
args = parser.parse_args()
+ # ddp init
args.distributed = args.dist_world_size > 1
distributed_option = build_distributed(args)
+ if not distributed_option.distributed or distributed_option.dist_rank == 0:
+ logging.basicConfig(
+ level="INFO",
+ format=f"[{os.uname()[1].split('.')[0]}]"
+ f" %(asctime)s (%(module)s:%(lineno)d) %(levelname)s: %(message)s",
+ )
+ else:
+ logging.basicConfig(
+ level="ERROR",
+ format=f"[{os.uname()[1].split('.')[0]}]"
+ f" %(asctime)s (%(module)s:%(lineno)d) %(levelname)s: %(message)s",
+ )
+ logging.info("world size: {}, rank: {}, local_rank: {}".format(distributed_option.dist_world_size,
+ distributed_option.dist_rank,
+ distributed_option.local_rank))
- #
+ # prepare files for dataloader
+ prepare_data(args, distributed_option)
-
+ set_all_random_seed(args.seed)
+ torch.backends.cudnn.enabled = args.cudnn_enabled
+ torch.backends.cudnn.benchmark = args.cudnn_benchmark
+ torch.backends.cudnn.deterministic = args.cudnn_deterministic
--
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