update

嘉渊

2023-04-25 ec5e15d47c9f5392700a0bce59c697a4960b8741

 funasr/bin/train.py

@@ -23,6 +23,7 @@
from funasr.utils.prepare_data import prepare_data
from funasr.utils.types import int_or_none
from funasr.utils.types import str2bool
from funasr.utils.types import str2triple_str
from funasr.utils.types import str_or_none
from funasr.utils.yaml_no_alias_safe_dump import yaml_no_alias_safe_dump

@@ -65,6 +66,7 @@
    )
    parser.add_argument(
        "--dist_rank",
        type=int,
        default=None,
        help="node rank for distributed training",
    )
@@ -240,6 +242,12 @@
        help="Enable resuming if checkpoint is existing",
    )
    parser.add_argument(
        "--train_dtype",
        default="float32",
        choices=["float16", "float32", "float64"],
        help="Data type for training.",
    )
    parser.add_argument(
        "--use_amp",
        type=str2bool,
        default=False,
@@ -251,6 +259,12 @@
        help="Show the logs every the number iterations in each epochs at the "
             "training phase. If None is given, it is decided according the number "
             "of training samples automatically .",
    )
    parser.add_argument(
        "--use_tensorboard",
        type=str2bool,
        default=True,
        help="Enable tensorboard logging",
    )

    # pretrained model related
@@ -296,6 +310,12 @@
        help="whether to use dataloader for large dataset",
    )
    parser.add_argument(
        "--dataset_conf",
        action=NestedDictAction,
        default=dict(),
        help=f"The keyword arguments for dataset",
    )
    parser.add_argument(
        "--train_data_file",
        type=str,
        default=None,
@@ -309,18 +329,21 @@
    )
    parser.add_argument(
        "--train_data_path_and_name_and_type",
        type=str2triple_str,
        action="append",
        default=[],
        help="e.g. '--train_data_path_and_name_and_type some/path/a.scp,foo,sound'. ",
    )
    parser.add_argument(
        "--valid_data_path_and_name_and_type",
        type=str2triple_str,
        action="append",
        default=[],
    )
    parser.add_argument(
        "--train_shape_file",
        type=str, action="append",
        type=str,
        action="append",
        default=[],
    )
    parser.add_argument(
@@ -504,6 +527,7 @@
                                                                   distributed_option.dist_rank,
                                                                   distributed_option.local_rank))
    logging.info(pytorch_cudnn_version())
    logging.info("Args: {}".format(args))
    logging.info(model_summary(model))
    logging.info("Optimizer: {}".format(optimizers))
    logging.info("Scheduler: {}".format(schedulers))