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!13607 [ME]Add test case for while grad avoid stuck

From: @chenfei52
Reviewed-by: 
Signed-off-by:
pull/13607/MERGE
mindspore-ci-bot Gitee 4 years ago
parent
commit
57828fecb0
1 changed files with 48 additions and 0 deletions
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      tests/st/control/test_while_grad.py

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tests/st/control/test_while_grad.py View File

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# Copyright 2021 Huawei Technologies Co., Ltd
#
# 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 pytest
from mindspore.ops import composite as C
import mindspore.common.dtype as mstype
import mindspore.nn as nn
import mindspore.context as context
from mindspore.common.tensor import Tensor

class Net(nn.Cell):
def construct(self, x, y):
while x < y:
x = x * x + 1
return x


class GradNet(nn.Cell):
def __init__(self, net):
super().__init__()
self.net = net
self.grad_op = C.GradOperation(get_all=True)

def construct(self, x, y):
gradient_function = self.grad_op(self.net)
return gradient_function(x, y)


@pytest.mark.level0
@pytest.mark.platform_arm_ascend_training
@pytest.mark.platform_x86_ascend_training
@pytest.mark.env_onecard
def test_while_grad():
context.set_context(mode=context.GRAPH_MODE, device_target="Ascend", save_graphs=True)
x = Tensor([2.0], dtype=mstype.float32)
y = Tensor([2.0], dtype=mstype.float32)
GradNet(Net())(x, y)

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