forked from huawei/mindspore2022
87 lines
2.5 KiB
Python
87 lines
2.5 KiB
Python
# 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.
|
|
# ============================================================================
|
|
"""Test dump."""
|
|
import warnings
|
|
|
|
import pytest
|
|
|
|
import mindspore.context as context
|
|
import mindspore.nn as nn
|
|
import mindspore.ops as ops
|
|
from mindspore import set_dump
|
|
|
|
|
|
def test_set_dump_on_cell():
|
|
"""
|
|
Feature: Python API set_dump.
|
|
Description: Use set_dump API on Cell instance.
|
|
Expectation: Success.
|
|
"""
|
|
|
|
class MyNet(nn.Cell):
|
|
def __init__(self):
|
|
super(MyNet, self).__init__()
|
|
self.conv1 = nn.Conv2d(5, 6, 5, pad_mode='valid')
|
|
self.relu1 = nn.ReLU()
|
|
|
|
def construct(self, x):
|
|
x = self.conv1(x)
|
|
x = self.relu1(x)
|
|
return x
|
|
|
|
net = MyNet()
|
|
set_dump(net.relu1)
|
|
|
|
assert net.relu1.relu.attrs["dump"] == "true"
|
|
|
|
|
|
def test_set_dump_on_primitive():
|
|
"""
|
|
Feature: Python API set_dump.
|
|
Description: Use set_dump API on Primitive instance.
|
|
Expectation: Success.
|
|
"""
|
|
op = ops.Add()
|
|
set_dump(op)
|
|
assert op.attrs["dump"] == "true"
|
|
|
|
|
|
def test_input_type_check():
|
|
"""
|
|
Feature: Python API set_dump.
|
|
Description: Use set_dump API on unsupported instance.
|
|
Expectation: Throw ValueError exception.
|
|
"""
|
|
with pytest.raises(ValueError):
|
|
set_dump(1)
|
|
|
|
|
|
@pytest.mark.skip(reason="Warning can only be triggered once, please execute "
|
|
"this test case manually.")
|
|
def test_set_dump_warning():
|
|
"""
|
|
Feature: Python API set_dump.
|
|
Description: Test the warning about device target and mode.
|
|
Expectation: Trigger warning message.
|
|
"""
|
|
context.set_context(device_target="CPU")
|
|
context.set_context(mode=context.PYNATIVE_MODE)
|
|
op = ops.Add()
|
|
with warnings.catch_warnings(record=True) as w:
|
|
warnings.simplefilter("always")
|
|
set_dump(op)
|
|
assert "Only Ascend device target is supported" in str(w[-2].message)
|
|
assert "Only GRAPH_MODE is supported" in str(w[-1].message)
|