Add sqrt, exp, round, log functions

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zhoushunjie
2022-11-23 07:23:05 +00:00
parent 5ce0fd29f8
commit 1b32381201
4 changed files with 254 additions and 0 deletions

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// Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved.
//
// 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.
#pragma once
#include "fastdeploy/core/fd_tensor.h"
namespace fastdeploy {
namespace function {
/** Calculates the sqrt of the given input Tensor, element-wise. Only for float type FDTensor
@param x The input tensor.
@param out The output tensor which stores the result.
*/
FASTDEPLOY_DECL void Sqrt(const FDTensor& x, FDTensor* out);
/** Calculates the natural log of the given input Tensor, element-wise. Only for float type FDTensor
@param x The input tensor.
@param out The output tensor which stores the result.
*/
FASTDEPLOY_DECL void Log(const FDTensor& x, FDTensor* out);
/** Rounds the values in the input to the nearest integer value, element-wise. Only for float type FDTensor
@param x The input tensor.
@param out The output tensor which stores the result.
*/
FASTDEPLOY_DECL void Round(const FDTensor& x, FDTensor* out);
/** Computes exp of x element-wise with a natural number e as the base, element-wise. Only for float type FDTensor
@param x The input tensor.
@param out The output tensor which stores the result.
*/
FASTDEPLOY_DECL void Exp(const FDTensor& x, FDTensor* out);
} // namespace function
} // namespace fastdeploy