DeepLearningExamples/PyTorch/SpeechSynthesis/Tacotron2/multiproc.py

86 lines
3.2 KiB
Python

# *****************************************************************************
# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitted provided that the following conditions are met:
# * Redistributions of source code must retain the above copyright
# notice, this list of conditions and the following disclaimer.
# * Redistributions in binary form must reproduce the above copyright
# notice, this list of conditions and the following disclaimer in the
# documentation and/or other materials provided with the distribution.
# * Neither the name of the NVIDIA CORPORATION nor the
# names of its contributors may be used to endorse or promote products
# derived from this software without specific prior written permission.
#
# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
# ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
# WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
# DISCLAIMED. IN NO EVENT SHALL NVIDIA CORPORATION BE LIABLE FOR ANY
# DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
# (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
# LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND
# ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
# (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
# SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
#
# *****************************************************************************
import sys
import subprocess
import torch
def main():
argslist = list(sys.argv)[1:]
world_size = torch.cuda.device_count()
if '--world-size' in argslist:
argslist[argslist.index('--world-size') + 1] = str(world_size)
else:
argslist.append('--world-size')
argslist.append(str(world_size))
workers = []
for i in range(world_size):
if '--rank' in argslist:
argslist[argslist.index('--rank') + 1] = str(i)
else:
argslist.append('--rank')
argslist.append(str(i))
stdout = None if i == 0 else subprocess.DEVNULL
worker = subprocess.Popen(
[str(sys.executable)] + argslist, stdout=stdout)
workers.append(worker)
returncode = 0
try:
pending = len(workers)
while pending > 0:
for worker in workers:
try:
worker_returncode = worker.wait(1)
except subprocess.TimeoutExpired:
continue
pending -= 1
if worker_returncode != 0:
if returncode != 1:
for worker in workers:
worker.terminate()
returncode = 1
except KeyboardInterrupt:
print('Pressed CTRL-C, TERMINATING')
for worker in workers:
worker.terminate()
for worker in workers:
worker.wait()
raise
sys.exit(returncode)
if __name__ == "__main__":
main()