Files
FastDeploy/fastdeploy/function/math.h
Jack Zhou 129dda7809 [Functions] Add quantile function (#700)
* Add sort function

* Add isfinite function

* upgrade isinf isnan

* Add Scalar to FDTensor

* Add floor, ceil function

* add cast functions

* Update out_tmp

* Update quantile

* add gather scatter along axis

* finish quantile function

* Add quantile unittest

* refresh code style for test source code

* Add comments

* Add full function

* Add scalar to fd tensor

* Add full unittest

* Add functions headers

* move fdtensor operators to fastdeploy namespace
2022-11-28 09:51:40 +08:00

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2.4 KiB
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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);
/** This operator is used to perform elementwise abs for input X. Only for float type FDTensor
@param x The input tensor.
@param out The output tensor which stores the result.
*/
FASTDEPLOY_DECL void Abs(const FDTensor& x, FDTensor* out);
/** Computes ceil of x element-wise. Only for float type FDTensor
@param x The input tensor.
@param out The output tensor which stores the result.
*/
FASTDEPLOY_DECL void Ceil(const FDTensor& x, FDTensor* out);
/** Computes floor of x element-wise. Only for float type FDTensor
@param x The input tensor.
@param out The output tensor which stores the result.
*/
FASTDEPLOY_DECL void Floor(const FDTensor& x, FDTensor* out);
} // namespace function
} // namespace fastdeploy