551 lines
22 KiB
C
551 lines
22 KiB
C
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/*
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* Copyright (c) 2018-2020 Arm Limited.
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*
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* SPDX-License-Identifier: MIT
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*
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* Permission is hereby granted, free of charge, to any person obtaining a copy
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* of this software and associated documentation files (the "Software"), to
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* deal in the Software without restriction, including without limitation the
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* rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
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* sell copies of the Software, and to permit persons to whom the Software is
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* furnished to do so, subject to the following conditions:
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*
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* The above copyright notice and this permission notice shall be included in all
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* copies or substantial portions of the Software.
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*
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* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
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* SOFTWARE.
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*/
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#ifndef ARM_COMPUTE_CLELEMENTWISEUNARYLAYER_H
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#define ARM_COMPUTE_CLELEMENTWISEUNARYLAYER_H
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#include "arm_compute/runtime/CL/ICLOperator.h"
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#include "arm_compute/runtime/CL/ICLSimpleFunction.h"
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namespace arm_compute
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{
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class CLCompileContext;
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class ICLTensor;
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class ITensorInfo;
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/** Basic function to perform inverse square root on an input tensor. */
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class CLRsqrtLayer : public IFunction
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{
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public:
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/** Default Constructor */
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CLRsqrtLayer();
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/** Default Destructor */
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~CLRsqrtLayer();
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/** Prevent instances of this class from being copied (As this class contains pointers) */
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CLRsqrtLayer(const CLRsqrtLayer &) = delete;
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/** Default move constructor */
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CLRsqrtLayer(CLRsqrtLayer &&);
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/** Prevent instances of this class from being copied (As this class contains pointers) */
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CLRsqrtLayer &operator=(const CLRsqrtLayer &) = delete;
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/** Default move assignment operator */
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CLRsqrtLayer &operator=(CLRsqrtLayer &&);
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/** Initialize the function
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*
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* @param[in] input Input tensor. Data types supported: F16/F32.
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* @param[out] output Output tensor. Data types supported: same as @p input.
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*/
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void configure(const ICLTensor *input, ICLTensor *output);
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/** Initialize the function
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*
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* @param[in] compile_context The compile context to be used.
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* @param[in] input Input tensor. Data types supported: F16/F32.
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* @param[out] output Output tensor. Data types supported: same as @p input.
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*/
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void configure(const CLCompileContext &compile_context, const ICLTensor *input, ICLTensor *output);
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/** Static function to check if given info will lead to a valid configuration of @ref CLRsqrtLayer
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*
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* @param[in] input First tensor input info. Data types supported: F16/F32.
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* @param[in] output Output tensor info. Data types supported: Same as @p input.
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*
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* @return a status
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*/
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static Status validate(const ITensorInfo *input, const ITensorInfo *output);
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// Inherited methods overridden:
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void run() override;
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private:
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struct Impl;
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std::unique_ptr<Impl> _impl;
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};
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/** Basic function to perform exponential on an input tensor. */
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class CLExpLayer : public IFunction
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{
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public:
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/** Default Constructor */
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CLExpLayer();
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/** Default Destructor */
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~CLExpLayer();
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/** Prevent instances of this class from being copied (As this class contains pointers) */
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CLExpLayer(const CLExpLayer &) = delete;
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/** Default move constructor */
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CLExpLayer(CLExpLayer &&);
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/** Prevent instances of this class from being copied (As this class contains pointers) */
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CLExpLayer &operator=(const CLExpLayer &) = delete;
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/** Default move assignment operator */
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CLExpLayer &operator=(CLExpLayer &&);
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/** Initialize the function
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*
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* @param[in] input Input tensor. Data types supported: F16/F32.
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* @param[out] output Output tensor. Data types supported: same as @p input.
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*/
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void configure(const ICLTensor *input, ICLTensor *output);
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/** Initialize the function
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*
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* @param[in] compile_context The compile context to be used.
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* @param[in] input Input tensor. Data types supported: F16/F32.
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* @param[out] output Output tensor. Data types supported: same as @p input.
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*/
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void configure(const CLCompileContext &compile_context, const ICLTensor *input, ICLTensor *output);
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/** Static function to check if given info will lead to a valid configuration of @ref CLExpLayer
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*
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* @param[in] input First tensor input info. Data types supported: F16/F32.
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* @param[in] output Output tensor info. Data types supported: Same as @p input.
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*
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* @return a status
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*/
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static Status validate(const ITensorInfo *input, const ITensorInfo *output);
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// Inherited methods overridden:
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void run() override;
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private:
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struct Impl;
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std::unique_ptr<Impl> _impl;
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};
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/** Basic function to negate an input tensor. */
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class CLNegLayer : public IFunction
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{
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public:
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/** Default Constructor */
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CLNegLayer();
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/** Default Destructor */
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~CLNegLayer();
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/** Prevent instances of this class from being copied (As this class contains pointers) */
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CLNegLayer(const CLNegLayer &) = delete;
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/** Default move constructor */
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CLNegLayer(CLNegLayer &&);
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/** Prevent instances of this class from being copied (As this class contains pointers) */
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CLNegLayer &operator=(const CLNegLayer &) = delete;
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/** Default move assignment operator */
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CLNegLayer &operator=(CLNegLayer &&);
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/** Initialize the function
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*
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* @param[in] input Input tensor. Data types supported: F16/F32.
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* @param[out] output Output tensor. Data types supported: same as @p input.
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*/
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void configure(const ICLTensor *input, ICLTensor *output);
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/** Initialize the function
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*
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* @param[in] compile_context The compile context to be used.
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* @param[in] input Input tensor. Data types supported: F16/F32.
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* @param[out] output Output tensor. Data types supported: same as @p input.
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*/
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void configure(const CLCompileContext &compile_context, const ICLTensor *input, ICLTensor *output);
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/** Static function to check if given info will lead to a valid configuration of @ref CLNegLayer
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*
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* @param[in] input First tensor input info. Data types supported: F16/F32.
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* @param[in] output Output tensor info. Data types supported: Same as @p input.
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*
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* @return a status
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*/
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static Status validate(const ITensorInfo *input, const ITensorInfo *output);
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// Inherited methods overridden:
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void run() override;
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private:
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struct Impl;
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std::unique_ptr<Impl> _impl;
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};
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/** Basic function to calculate sine of an input tensor. */
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class CLSinLayer : public IFunction
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{
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public:
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/** Default Constructor */
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CLSinLayer();
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/** Default Destructor */
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~CLSinLayer();
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/** Prevent instances of this class from being copied (As this class contains pointers) */
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CLSinLayer(const CLSinLayer &) = delete;
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/** Default move constructor */
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CLSinLayer(CLSinLayer &&);
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/** Prevent instances of this class from being copied (As this class contains pointers) */
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CLSinLayer &operator=(const CLSinLayer &) = delete;
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/** Default move assignment operator */
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CLSinLayer &operator=(CLSinLayer &&);
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/** Initialize the function
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*
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* @param[in] input Input tensor. Data types supported: F16/F32.
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* @param[out] output Output tensor. Data types supported: same as @p input.
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*/
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void configure(const ICLTensor *input, ICLTensor *output);
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/** Initialize the function
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*
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* @param[in] compile_context The compile context to be used.
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* @param[in] input Input tensor. Data types supported: F16/F32.
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* @param[out] output Output tensor. Data types supported: same as @p input.
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*/
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void configure(const CLCompileContext &compile_context, const ICLTensor *input, ICLTensor *output);
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/** Static function to check if given info will lead to a valid configuration of @ref CLSinLayer
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*
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* @param[in] input First tensor input info. Data types supported: F16/F32.
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* @param[in] output Output tensor info. Data types supported: Same as @p input.
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*
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* @return a status
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*/
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static Status validate(const ITensorInfo *input, const ITensorInfo *output);
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// Inherited methods overridden:
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void run() override;
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private:
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struct Impl;
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std::unique_ptr<Impl> _impl;
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};
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/** Basic function to perform elementwise log on an input tensor. */
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class CLLogLayer : public IFunction
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{
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public:
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/** Default Constructor */
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CLLogLayer();
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/** Default Destructor */
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~CLLogLayer();
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/** Prevent instances of this class from being copied (As this class contains pointers) */
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CLLogLayer(const CLLogLayer &) = delete;
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/** Default move constructor */
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CLLogLayer(CLLogLayer &&);
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/** Prevent instances of this class from being copied (As this class contains pointers) */
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CLLogLayer &operator=(const CLLogLayer &) = delete;
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/** Default move assignment operator */
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CLLogLayer &operator=(CLLogLayer &&);
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/** Initialize the function
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*
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* @param[in] input Input tensor. Data types supported: F16/F32.
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* @param[out] output Output tensor. Data types supported: same as @p input.
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*/
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void configure(const ICLTensor *input, ICLTensor *output);
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/** Initialize the function
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*
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* @param[in] compile_context The compile context to be used.
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* @param[in] input Input tensor. Data types supported: F16/F32.
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* @param[out] output Output tensor. Data types supported: same as @p input.
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*/
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void configure(const CLCompileContext &compile_context, const ICLTensor *input, ICLTensor *output);
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/** Static function to check if given info will lead to a valid configuration of @ref CLLogLayer
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*
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* @param[in] input First tensor input info. Data types supported: F16/F32.
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* @param[in] output Output tensor info. Data types supported: Same as @p input.
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*
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* @return a status
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*/
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static Status validate(const ITensorInfo *input, const ITensorInfo *output);
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// Inherited methods overridden:
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void run() override;
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private:
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struct Impl;
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std::unique_ptr<Impl> _impl;
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};
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/** Basic function to get the absolute value of an input tensor. */
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class CLAbsLayer : public IFunction
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{
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public:
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/** Default Constructor */
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CLAbsLayer();
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/** Default Destructor */
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~CLAbsLayer();
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/** Prevent instances of this class from being copied (As this class contains pointers) */
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CLAbsLayer(const CLAbsLayer &) = delete;
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/** Default move constructor */
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CLAbsLayer(CLAbsLayer &&);
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/** Prevent instances of this class from being copied (As this class contains pointers) */
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CLAbsLayer &operator=(const CLAbsLayer &) = delete;
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/** Default move assignment operator */
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CLAbsLayer &operator=(CLAbsLayer &&);
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/** Initialize the function
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*
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* @param[in] input Input tensor. Data types supported: F16/F32.
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* @param[out] output Output tensor. Data types supported: same as @p input.
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*/
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void configure(const ICLTensor *input, ICLTensor *output);
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/** Initialize the function
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*
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* @param[in] compile_context The compile context to be used.
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* @param[in] input Input tensor. Data types supported: F16/F32.
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* @param[out] output Output tensor. Data types supported: same as @p input.
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*/
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void configure(const CLCompileContext &compile_context, const ICLTensor *input, ICLTensor *output);
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/** Static function to check if given info will lead to a valid configuration of @ref CLAbsLayer
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*
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* @param[in] input First tensor input info. Data types supported: F16/F32.
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* @param[in] output Output tensor info. Data types supported: Same as @p input.
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*
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* @return a status
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*/
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static Status validate(const ITensorInfo *input, const ITensorInfo *output);
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// Inherited methods overridden:
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void run() override;
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private:
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struct Impl;
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std::unique_ptr<Impl> _impl;
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};
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/** Basic function to get the round (to the nearest even) value of an input tensor. */
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class CLRoundLayer : public IFunction
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{
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public:
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/** Default Constructor */
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CLRoundLayer();
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/** Default Destructor */
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~CLRoundLayer();
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/** Prevent instances of this class from being copied (As this class contains pointers) */
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CLRoundLayer(const CLRoundLayer &) = delete;
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/** Default move constructor */
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CLRoundLayer(CLRoundLayer &&);
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/** Prevent instances of this class from being copied (As this class contains pointers) */
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CLRoundLayer &operator=(const CLRoundLayer &) = delete;
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/** Default move assignment operator */
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CLRoundLayer &operator=(CLRoundLayer &&);
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/** Initialize the function
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*
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* @param[in] input Input tensor. Data types supported: F16/F32.
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* @param[out] output Output tensor. Data types supported: same as @p input.
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*/
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void configure(const ICLTensor *input, ICLTensor *output);
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/** Initialize the function
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*
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* @param[in] compile_context The compile context to be used.
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* @param[in] input Input tensor. Data types supported: F16/F32.
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* @param[out] output Output tensor. Data types supported: same as @p input.
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*/
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void configure(const CLCompileContext &compile_context, const ICLTensor *input, ICLTensor *output);
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/** Static function to check if given info will lead to a valid configuration of @ref CLRoundLayer
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*
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* @param[in] input First tensor input info. Data types supported: F16/F32.
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* @param[in] output Output tensor info. Data types supported: Same as @p input.
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*
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* @return a status
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*/
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static Status validate(const ITensorInfo *input, const ITensorInfo *output);
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// Inherited methods overridden:
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void run() override;
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private:
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struct Impl;
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std::unique_ptr<Impl> _impl;
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};
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|
namespace experimental
|
||
|
|
{
|
||
|
|
/** Basic function to perform inverse square root on an input tensor. */
|
||
|
|
class CLRsqrt : public ICLOperator
|
||
|
|
{
|
||
|
|
public:
|
||
|
|
/** Initialize the function
|
||
|
|
*
|
||
|
|
* @param[in] input Input tensor info. Data types supported: F16/F32.
|
||
|
|
* @param[out] output Output tensor info. Data types supported: same as @p input.
|
||
|
|
*/
|
||
|
|
void configure(const ITensorInfo *input, ITensorInfo *output);
|
||
|
|
/** Initialize the function
|
||
|
|
*
|
||
|
|
* @param[in] compile_context The compile context to be used.
|
||
|
|
* @param[in] input Input tensor info. Data types supported: F16/F32.
|
||
|
|
* @param[out] output Output tensor info. Data types supported: same as @p input.
|
||
|
|
*/
|
||
|
|
void configure(const CLCompileContext &compile_context, const ITensorInfo *input, ITensorInfo *output);
|
||
|
|
/** Static function to check if given info will lead to a valid configuration of @ref CLRsqrtLayer
|
||
|
|
*
|
||
|
|
* @param[in] input First tensor input info. Data types supported: F16/F32.
|
||
|
|
* @param[in] output Output tensor info. Data types supported: Same as @p input.
|
||
|
|
*
|
||
|
|
* @return a status
|
||
|
|
*/
|
||
|
|
static Status validate(const ITensorInfo *input, const ITensorInfo *output);
|
||
|
|
};
|
||
|
|
|
||
|
|
/** Basic function to perform exponential on an input tensor. */
|
||
|
|
class CLExp : public ICLOperator
|
||
|
|
{
|
||
|
|
public:
|
||
|
|
/** Initialize the function
|
||
|
|
*
|
||
|
|
* @param[in] input Input tensor info. Data types supported: F16/F32.
|
||
|
|
* @param[out] output Output tensor info. Data types supported: same as @p input.
|
||
|
|
*/
|
||
|
|
void configure(const ITensorInfo *input, ITensorInfo *output);
|
||
|
|
/** Initialize the function
|
||
|
|
*
|
||
|
|
* @param[in] compile_context The compile context to be used.
|
||
|
|
* @param[in] input Input tensor info. Data types supported: F16/F32.
|
||
|
|
* @param[out] output Output tensor info. Data types supported: same as @p input.
|
||
|
|
*/
|
||
|
|
void configure(const CLCompileContext &compile_context, const ITensorInfo *input, ITensorInfo *output);
|
||
|
|
/** Static function to check if given info will lead to a valid configuration of @ref CLExpLayer
|
||
|
|
*
|
||
|
|
* @param[in] input First tensor input info. Data types supported: F16/F32.
|
||
|
|
* @param[in] output Output tensor info. Data types supported: Same as @p input.
|
||
|
|
*
|
||
|
|
* @return a status
|
||
|
|
*/
|
||
|
|
static Status validate(const ITensorInfo *input, const ITensorInfo *output);
|
||
|
|
};
|
||
|
|
|
||
|
|
/** Basic function to negate an input tensor. */
|
||
|
|
class CLNeg : public ICLOperator
|
||
|
|
{
|
||
|
|
public:
|
||
|
|
/** Initialize the function
|
||
|
|
*
|
||
|
|
* @param[in] input Input tensor info. Data types supported: F16/F32.
|
||
|
|
* @param[out] output Output tensor info. Data types supported: same as @p input.
|
||
|
|
*/
|
||
|
|
void configure(const ITensorInfo *input, ITensorInfo *output);
|
||
|
|
/** Initialize the function
|
||
|
|
*
|
||
|
|
* @param[in] compile_context The compile context to be used.
|
||
|
|
* @param[in] input Input tensor info. Data types supported: F16/F32.
|
||
|
|
* @param[out] output Output tensor info. Data types supported: same as @p input.
|
||
|
|
*/
|
||
|
|
void configure(const CLCompileContext &compile_context, const ITensorInfo *input, ITensorInfo *output);
|
||
|
|
/** Static function to check if given info will lead to a valid configuration of @ref CLNegLayer
|
||
|
|
*
|
||
|
|
* @param[in] input First tensor input info. Data types supported: F16/F32.
|
||
|
|
* @param[in] output Output tensor info. Data types supported: Same as @p input.
|
||
|
|
*
|
||
|
|
* @return a status
|
||
|
|
*/
|
||
|
|
static Status validate(const ITensorInfo *input, const ITensorInfo *output);
|
||
|
|
};
|
||
|
|
|
||
|
|
/** Basic function to calculate sine of an input tensor. */
|
||
|
|
class CLSin : public ICLOperator
|
||
|
|
{
|
||
|
|
public:
|
||
|
|
/** Initialize the function
|
||
|
|
*
|
||
|
|
* @param[in] input Input tensor info. Data types supported: F16/F32.
|
||
|
|
* @param[out] output Output tensor info. Data types supported: same as @p input.
|
||
|
|
*/
|
||
|
|
void configure(const ITensorInfo *input, ITensorInfo *output);
|
||
|
|
/** Initialize the function
|
||
|
|
*
|
||
|
|
* @param[in] compile_context The compile context to be used.
|
||
|
|
* @param[in] input Input tensor info. Data types supported: F16/F32.
|
||
|
|
* @param[out] output Output tensor info. Data types supported: same as @p input.
|
||
|
|
*/
|
||
|
|
void configure(const CLCompileContext &compile_context, const ITensorInfo *input, ITensorInfo *output);
|
||
|
|
/** Static function to check if given info will lead to a valid configuration of @ref CLSinLayer
|
||
|
|
*
|
||
|
|
* @param[in] input First tensor input info. Data types supported: F16/F32.
|
||
|
|
* @param[in] output Output tensor info. Data types supported: Same as @p input.
|
||
|
|
*
|
||
|
|
* @return a status
|
||
|
|
*/
|
||
|
|
static Status validate(const ITensorInfo *input, const ITensorInfo *output);
|
||
|
|
};
|
||
|
|
|
||
|
|
/** Basic function to perform elementwise log on an input tensor. */
|
||
|
|
class CLLog : public ICLOperator
|
||
|
|
{
|
||
|
|
public:
|
||
|
|
/** Initialize the function
|
||
|
|
*
|
||
|
|
* @param[in] input Input tensor info. Data types supported: F16/F32.
|
||
|
|
* @param[out] output Output tensor info. Data types supported: same as @p input.
|
||
|
|
*/
|
||
|
|
void configure(const ITensorInfo *input, ITensorInfo *output);
|
||
|
|
/** Initialize the function
|
||
|
|
*
|
||
|
|
* @param[in] compile_context The compile context to be used.
|
||
|
|
* @param[in] input Input tensor info. Data types supported: F16/F32.
|
||
|
|
* @param[out] output Output tensor info. Data types supported: same as @p input.
|
||
|
|
*/
|
||
|
|
void configure(const CLCompileContext &compile_context, const ITensorInfo *input, ITensorInfo *output);
|
||
|
|
/** Static function to check if given info will lead to a valid configuration of @ref CLLogLayer
|
||
|
|
*
|
||
|
|
* @param[in] input First tensor input info. Data types supported: F16/F32.
|
||
|
|
* @param[in] output Output tensor info. Data types supported: Same as @p input.
|
||
|
|
*
|
||
|
|
* @return a status
|
||
|
|
*/
|
||
|
|
static Status validate(const ITensorInfo *input, const ITensorInfo *output);
|
||
|
|
};
|
||
|
|
|
||
|
|
/** Basic function to get the absolute value of an input tensor. */
|
||
|
|
class CLAbs : public ICLOperator
|
||
|
|
{
|
||
|
|
public:
|
||
|
|
/** Initialize the function
|
||
|
|
*
|
||
|
|
* @param[in] input Input tensor info. Data types supported: F16/F32.
|
||
|
|
* @param[out] output Output tensor info. Data types supported: same as @p input.
|
||
|
|
*/
|
||
|
|
void configure(const ITensorInfo *input, ITensorInfo *output);
|
||
|
|
/** Initialize the function
|
||
|
|
*
|
||
|
|
* @param[in] compile_context The compile context to be used.
|
||
|
|
* @param[in] input Input tensor info. Data types supported: F16/F32.
|
||
|
|
* @param[out] output Output tensor info. Data types supported: same as @p input.
|
||
|
|
*/
|
||
|
|
void configure(const CLCompileContext &compile_context, const ITensorInfo *input, ITensorInfo *output);
|
||
|
|
/** Static function to check if given info will lead to a valid configuration of @ref CLAbsLayer
|
||
|
|
*
|
||
|
|
* @param[in] input First tensor input info. Data types supported: F16/F32.
|
||
|
|
* @param[in] output Output tensor info. Data types supported: Same as @p input.
|
||
|
|
*
|
||
|
|
* @return a status
|
||
|
|
*/
|
||
|
|
static Status validate(const ITensorInfo *input, const ITensorInfo *output);
|
||
|
|
};
|
||
|
|
|
||
|
|
/** Basic function to get the round (to the nearest even) value of an input tensor. */
|
||
|
|
class CLRound : public ICLOperator
|
||
|
|
{
|
||
|
|
public:
|
||
|
|
/** Initialize the function
|
||
|
|
*
|
||
|
|
* @param[in] input Input tensor info. Data types supported: F16/F32.
|
||
|
|
* @param[out] output Output tensor info. Data types supported: same as @p input.
|
||
|
|
*/
|
||
|
|
void configure(const ITensorInfo *input, ITensorInfo *output);
|
||
|
|
/** Initialize the function
|
||
|
|
*
|
||
|
|
* @param[in] compile_context The compile context to be used.
|
||
|
|
* @param[in] input Input tensor info. Data types supported: F16/F32.
|
||
|
|
* @param[out] output Output tensor info. Data types supported: same as @p input.
|
||
|
|
*/
|
||
|
|
void configure(const CLCompileContext &compile_context, const ITensorInfo *input, ITensorInfo *output);
|
||
|
|
/** Static function to check if given info will lead to a valid configuration of @ref CLRoundLayer
|
||
|
|
*
|
||
|
|
* @param[in] input First tensor input info. Data types supported: F16/F32.
|
||
|
|
* @param[in] output Output tensor info. Data types supported: Same as @p input.
|
||
|
|
*
|
||
|
|
* @return a status
|
||
|
|
*/
|
||
|
|
static Status validate(const ITensorInfo *input, const ITensorInfo *output);
|
||
|
|
};
|
||
|
|
} // namespace experimental
|
||
|
|
} // namespace arm_compute
|
||
|
|
#endif /* ARM_COMPUTE_CLELEMENTWISEUNARYLAYER_H */
|