forked from mindspore-Ecosystem/mindspore
103 lines
2.9 KiB
Python
103 lines
2.9 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_parse_numpy """
|
|
import os
|
|
import shutil
|
|
import subprocess
|
|
import pytest
|
|
import numpy as np
|
|
import mindspore as ms
|
|
from mindspore import nn
|
|
from mindspore import context
|
|
from mindspore import jit
|
|
from mindspore import Tensor
|
|
from tests.security_utils import security_off_wrap
|
|
|
|
|
|
def find_files(file, para):
|
|
output = subprocess.check_output(
|
|
["grep '%s' %s | wc -l" % (para, file)],
|
|
shell=True)
|
|
out = str(output, 'utf-8').strip()
|
|
return out
|
|
|
|
|
|
def remove_path(path):
|
|
if os.path.exists(path):
|
|
shutil.rmtree(path)
|
|
|
|
|
|
@security_off_wrap
|
|
def test_jit():
|
|
"""
|
|
Features: Debug info
|
|
Description: Test debug info with @jit decorated function.
|
|
Expectation: No exception.
|
|
"""
|
|
@jit
|
|
def add(x):
|
|
return x + 1
|
|
|
|
context.set_context(mode=context.GRAPH_MODE)
|
|
context.set_context(save_graphs=True, save_graphs_path="ir_dump_path")
|
|
input1 = np.random.randn(5, 5)
|
|
add(Tensor(input1, ms.float32))
|
|
result = find_files("./ir_dump_path/*validate*.ir", "test_debug_info.py:51/ return x + 1/")
|
|
assert result == '2'
|
|
remove_path("./ir_dump_path/")
|
|
context.set_context(save_graphs=False)
|
|
|
|
|
|
@security_off_wrap
|
|
def test_cell_jit():
|
|
"""
|
|
Features: Debug info
|
|
Description: Test debug info with @jit decorated function.
|
|
Expectation: No exception.
|
|
"""
|
|
class Net(nn.Cell):
|
|
|
|
@jit
|
|
def construct(self, x):
|
|
return x
|
|
|
|
context.set_context(mode=context.GRAPH_MODE)
|
|
context.set_context(save_graphs=True, save_graphs_path="ir_dump_path")
|
|
input1 = np.random.randn(5, 5)
|
|
net = Net()
|
|
net(Tensor(input1, ms.float32))
|
|
result = find_files("./ir_dump_path/*validate*.ir", "test_debug_info.py:74/ return x/")
|
|
assert result == '1'
|
|
remove_path("./ir_dump_path/")
|
|
context.set_context(save_graphs=False)
|
|
|
|
|
|
def test_parse_slice_location():
|
|
"""
|
|
Feature: parse location.
|
|
Description: Test Slice node will be parsed with correct location.
|
|
Expectation: TypeError.
|
|
"""
|
|
class Net(nn.Cell):
|
|
def construct(self, x):
|
|
return x[1.2:]
|
|
|
|
context.set_context(mode=context.GRAPH_MODE)
|
|
input1 = Tensor((1, 2, 3))
|
|
net = Net()
|
|
with pytest.raises(TypeError) as ex:
|
|
net(input1)
|
|
assert "return x[1.2:]" in str(ex.value)
|