mindspore/tests/st/ops/ascend/test_maxpool_with_argmax.py

47 lines
1.5 KiB
Python

# Copyright 2019 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 mindspore.context as context
import mindspore.nn as nn
from mindspore.common.api import ms_function
from mindspore.common.initializer import initializer
from mindspore.common.parameter import Parameter
from mindspore.ops import operations as P
context.set_context(device_target="Ascend")
class Net(nn.Cell):
def __init__(self):
super(Net, self).__init__()
self.maxpool = P.MaxPoolWithArgmax(padding="same",
ksize=3,
strides=2)
self.x = Parameter(initializer(
'normal', [1, 64, 112, 112]), name='w')
self.add = P.TensorAdd()
@ms_function
def construct(self):
output = self.maxpool(self.x)
return output[0]
def test_net():
maxpool = Net()
output = maxpool()
print("***********output output*********")
print(output.asnumpy())