mindspore/tests/st/ops/gpu/test_long_op.py

51 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 pytest
import mindspore as ms
from mindspore import Tensor
import mindspore.context as context
from mindspore.ops import operations as P
def test_long_tensor_api():
"""
Feature: test long tensor API.
Description: test long dtype tensor conversion.
Expectation: the input and output shape should be same. output dtype should be int64.
"""
dtype_op = P.DType()
x = Tensor(np.ones([2, 3, 1]), ms.float32)
output = x.long()
assert x.shape == output.shape
assert dtype_op(output) == ms.int64
@pytest.mark.level0
@pytest.mark.platform_x86_gpu_training
@pytest.mark.env_onecard
def test_long_tensor_api_modes():
"""
Feature: test long tensor API for different modes.
Description: test long dtype tensor conversion.
Expectation: the input and output shape should be same. output dtype should be int64.
"""
context.set_context(mode=context.GRAPH_MODE, device_target="GPU")
test_long_tensor_api()
context.set_context(mode=context.PYNATIVE_MODE, device_target="GPU")
test_long_tensor_api()