You can not select more than 25 topics Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
PaddleSpeech/paddlespeech/s2t/exps/lm/transformer/bin/cacu_perplexity.py

83 lines
2.3 KiB

# Copyright (c) 2021 PaddlePaddle Authors. 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 sys
import configargparse
def get_parser():
"""Get default arguments."""
parser = configargparse.ArgumentParser(
description="The parser for caculating the perplexity of transformer language model ",
config_file_parser_class=configargparse.YAMLConfigFileParser,
formatter_class=configargparse.ArgumentDefaultsHelpFormatter, )
parser.add_argument(
"--rnnlm", type=str, default=None, help="RNNLM model file to read")
parser.add_argument(
"--rnnlm-conf",
type=str,
default=None,
help="RNNLM model config file to read")
parser.add_argument(
"--vocab_path",
type=str,
default=None,
help="vocab path to for token2id")
parser.add_argument(
"--bpeprefix",
type=str,
default=None,
help="The path of bpeprefix for loading")
parser.add_argument(
"--text_path",
type=str,
default=None,
help="The path of text file for testing ")
parser.add_argument(
"--ngpu",
type=int,
default=0,
help="The number of gpu to use, 0 for using cpu instead")
parser.add_argument(
"--dtype",
choices=("float16", "float32", "float64"),
default="float32",
help="Float precision (only available in --api v2)", )
parser.add_argument(
"--output_dir",
type=str,
default=".",
help="The output directory to store the sentence PPL")
return parser
def main(args):
parser = get_parser()
args = parser.parse_args(args)
from paddlespeech.s2t.exps.lm.transformer.lm_cacu_perplexity import run_get_perplexity
run_get_perplexity(args)
if __name__ == "__main__":
main(sys.argv[1:])