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Add sqrt, exp, round, log functions
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fastdeploy/function/math.h
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47
fastdeploy/function/math.h
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// Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved.
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//
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// Licensed under the Apache License, Version 2.0 (the "License");
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// you may not use this file except in compliance with the License.
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// You may obtain a copy of the License at
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//
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// http://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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#pragma once
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#include "fastdeploy/core/fd_tensor.h"
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namespace fastdeploy {
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namespace function {
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/** Calculates the sqrt of the given input Tensor, element-wise. Only for float type FDTensor
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@param x The input tensor.
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@param out The output tensor which stores the result.
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*/
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FASTDEPLOY_DECL void Sqrt(const FDTensor& x, FDTensor* out);
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/** Calculates the natural log of the given input Tensor, element-wise. Only for float type FDTensor
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@param x The input tensor.
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@param out The output tensor which stores the result.
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*/
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FASTDEPLOY_DECL void Log(const FDTensor& x, FDTensor* out);
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/** Rounds the values in the input to the nearest integer value, element-wise. Only for float type FDTensor
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@param x The input tensor.
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@param out The output tensor which stores the result.
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*/
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FASTDEPLOY_DECL void Round(const FDTensor& x, FDTensor* out);
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/** Computes exp of x element-wise with a natural number e as the base, element-wise. Only for float type FDTensor
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@param x The input tensor.
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@param out The output tensor which stores the result.
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*/
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FASTDEPLOY_DECL void Exp(const FDTensor& x, FDTensor* out);
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} // namespace function
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} // namespace fastdeploy
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