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Paddle/python/paddle/fluid/tests/unittests/c_comm_init_op.py

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2.4 KiB

# Copyright (c) 2019 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.
from __future__ import print_function
import unittest
import os
import paddle.fluid.core as core
import paddle.fluid as fluid
from paddle.distributed.fleet.base.private_helper_function import wait_server_ready
import paddle
paddle.enable_static()
class TestCCommInitOp(unittest.TestCase):
def setUp(self):
self.endpoints = os.getenv("PADDLE_TRAINER_ENDPOINTS").split(',')
self.current_endpoint = os.getenv("PADDLE_CURRENT_ENDPOINT")
self.nranks = len(self.endpoints)
self.rank = self.endpoints.index(self.current_endpoint)
self.gpu_id = int(os.getenv("FLAGS_selected_gpus"))
self.place = fluid.CUDAPlace(self.gpu_id)
self.exe = fluid.Executor(self.place)
self.endpoints.remove(self.current_endpoint)
self.other_endpoints = self.endpoints
if self.rank == 0:
wait_server_ready(self.other_endpoints)
def test_specifying_devices(self):
program = fluid.Program()
block = program.global_block()
nccl_id_var = block.create_var(
name=fluid.unique_name.generate('nccl_id'),
persistable=True,
type=fluid.core.VarDesc.VarType.RAW)
block.append_op(
type='c_gen_nccl_id',
inputs={},
outputs={'Out': nccl_id_var},
attrs={
'rank': self.rank,
'endpoint': self.current_endpoint,
'other_endpoints': self.other_endpoints
})
block.append_op(
type='c_comm_init',
inputs={'X': nccl_id_var},
outputs={},
attrs={
'nranks': self.nranks,
'rank': self.rank,
'ring_id': 0,
'device_id': self.gpu_id
})
self.exe.run(program)
if __name__ == "__main__":
unittest.main()