MindSpore-AKG/python/akg/ops/math_gpu/exp.py

# Copyright 2020 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.

"""operator dsl function: exp"""
import akg.topi
from akg.utils import validation_check as vc_util


@vc_util.check_input_type(akg.tvm.tensor.Tensor)
def exp(input):
    """
    Calculate exponential of input x.

    Args:
        input (tvm.tensor.Tensor): Tensor.

    Returns:
        tvm.tensor.Tensor, has the same type as input.
    """
    shape = [x.value for x in input.shape]
    vc_util.check_shape(shape)
    output = akg.topi.exp(input)

    return output