mindspore/tests/ut/python/pipeline/infer/test_no_recursive.py

67 lines
1.7 KiB
Python

# Copyright 2022 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 numpy as np
import mindspore as ms
ms.set_context(mode=ms.GRAPH_MODE)
def mul(x, y):
return x * y
def double(x):
return mul(x, x)
def test_cell_no_recursive():
"""
Feature: no_recursive
Description: test no_recursive flag.
Expectation: No exception.
"""
@ms.no_recursive
class Net(ms.nn.Cell):
def __init__(self):
super().__init__()
self.add = ms.ops.Add()
def construct(self, x, y):
return self.add(double(x), double(y))
x = ms.Tensor(np.array([2.0], np.float32))
y = ms.Tensor(np.array([3.0], np.float32))
net = Net()
print(net(x, y))
@ms.jit
@ms.no_recursive
def func(x, y):
res = double(x) + double(y)
print(res)
return res
def test_ms_function_no_recursive():
"""
Feature: no_recursive
Description: test no_recursive flag.
Expectation: No exception.
"""
x = ms.Tensor(np.array([2.0], np.float32))
y = ms.Tensor(np.array([3.0], np.float32))
print(func(x, y))