wehub-resource-sync
83 lines
2.8 KiB
Python
83 lines
2.8 KiB
Python
# Copyright (c) 2020 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 numpy as np
|
|
|
|
import paddle
|
|
|
|
|
|
class TestNewGroupAPI:
|
|
def __init__(self):
|
|
paddle.distributed.init_parallel_env()
|
|
d1 = np.array([1, 2, 3])
|
|
d2 = np.array([2, 3, 4])
|
|
self.tensor1 = paddle.to_tensor(d1)
|
|
self.tensor2 = paddle.to_tensor(d2)
|
|
|
|
def test_all(self):
|
|
gp = paddle.distributed.new_group([0, 1])
|
|
print("gp info:", gp)
|
|
print("test new group api ok")
|
|
|
|
tmp = np.array([0, 0, 0])
|
|
result = paddle.to_tensor(tmp)
|
|
paddle.distributed.scatter(
|
|
result, [self.tensor2, self.tensor1], src=0, group=gp, sync_op=True
|
|
)
|
|
if gp.rank == 0:
|
|
np.testing.assert_array_equal(result, self.tensor2)
|
|
elif gp.rank == 1:
|
|
np.testing.assert_array_equal(result, self.tensor1)
|
|
print("test scatter api ok")
|
|
|
|
paddle.distributed.broadcast(result, src=1, group=gp, sync_op=True)
|
|
np.testing.assert_array_equal(result, self.tensor1)
|
|
print("test broadcast api ok")
|
|
|
|
paddle.distributed.reduce(result, dst=0, group=gp, sync_op=True)
|
|
if gp.rank == 0:
|
|
np.testing.assert_array_equal(
|
|
result, paddle.add(self.tensor1, self.tensor1)
|
|
)
|
|
elif gp.rank == 1:
|
|
np.testing.assert_array_equal(result, self.tensor1)
|
|
print("test reduce api ok")
|
|
|
|
paddle.distributed.all_reduce(result, sync_op=True)
|
|
np.testing.assert_array_equal(
|
|
result,
|
|
paddle.add(paddle.add(self.tensor1, self.tensor1), self.tensor1),
|
|
)
|
|
print("test all_reduce api ok")
|
|
|
|
paddle.distributed.wait(result, gp, use_calc_stream=True)
|
|
paddle.distributed.wait(result, gp, use_calc_stream=False)
|
|
print("test wait api ok")
|
|
|
|
result = []
|
|
paddle.distributed.all_gather(
|
|
result, self.tensor1, group=gp, sync_op=True
|
|
)
|
|
np.testing.assert_array_equal(result[0], self.tensor1)
|
|
np.testing.assert_array_equal(result[1], self.tensor1)
|
|
print("test all_gather api ok")
|
|
|
|
paddle.distributed.barrier(group=gp)
|
|
print("test barrier api ok")
|
|
|
|
|
|
if __name__ == "__main__":
|
|
gpt = TestNewGroupAPI()
|
|
gpt.test_all()
|