mirror of
https://github.com/huggingface/transformers.git
synced 2025-07-27 08:18:58 +06:00
96f57c9ccb
* improve memory benchmarking * correct typo * fix current memory * check torch memory allocated * better pytorch function * add total cached gpu memory * add total gpu required * improve torch gpu usage * update memory usage * finalize memory tracing * save intermediate benchmark class * fix conflict * improve benchmark * improve benchmark * finalize * make style * improve benchmarking * correct typo * make train function more flexible * fix csv save * better repr of bytes * better print * fix __repr__ bug * finish plot script * rename plot file * delete csv and small improvements * fix in plot * fix in plot * correct usage of timeit * remove redundant line * remove redundant line * fix bug * add hf parser tests * add versioning and platform info * make style * add gpu information * ensure backward compatibility * finish adding all tests * Update src/transformers/benchmark/benchmark_args.py Co-authored-by: Lysandre Debut <lysandre@huggingface.co> * Update src/transformers/benchmark/benchmark_args_utils.py Co-authored-by: Lysandre Debut <lysandre@huggingface.co> * delete csv files * fix isort ordering * add out of memory handling * add better train memory handling Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
30 lines
1.0 KiB
Python
30 lines
1.0 KiB
Python
# coding=utf-8
|
|
# Copyright 2018 The HuggingFace Inc. team.
|
|
# Copyright (c) 2018, 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.
|
|
""" Benchmarking the library on inference and training """
|
|
|
|
from transformers import HfArgumentParser, PyTorchBenchmark, PyTorchBenchmarkArguments
|
|
|
|
|
|
def main():
|
|
parser = HfArgumentParser(PyTorchBenchmarkArguments)
|
|
benchmark_args = parser.parse_args_into_dataclasses()[0]
|
|
benchmark = PyTorchBenchmark(args=benchmark_args)
|
|
benchmark.run()
|
|
|
|
|
|
if __name__ == "__main__":
|
|
main()
|