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Diffstat (limited to 'arm_compute/runtime/CL/functions/CLElementwiseUnaryLayer.h')
| -rw-r--r-- | arm_compute/runtime/CL/functions/CLElementwiseUnaryLayer.h | 424 |
1 files changed, 424 insertions, 0 deletions
diff --git a/arm_compute/runtime/CL/functions/CLElementwiseUnaryLayer.h b/arm_compute/runtime/CL/functions/CLElementwiseUnaryLayer.h new file mode 100644 index 0000000000..d186b70d93 --- /dev/null +++ b/arm_compute/runtime/CL/functions/CLElementwiseUnaryLayer.h @@ -0,0 +1,424 @@ +/* + * Copyright (c) 2018-2021 Arm Limited. + * + * SPDX-License-Identifier: MIT + * + * Permission is hereby granted, free of charge, to any person obtaining a copy + * of this software and associated documentation files (the "Software"), to + * deal in the Software without restriction, including without limitation the + * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or + * sell copies of the Software, and to permit persons to whom the Software is + * furnished to do so, subject to the following conditions: + * + * The above copyright notice and this permission notice shall be included in all + * copies or substantial portions of the Software. + * + * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR + * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, + * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE + * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER + * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, + * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE + * SOFTWARE. + */ +#ifndef ARM_COMPUTE_CLELEMENTWISEUNARYLAYER_H +#define ARM_COMPUTE_CLELEMENTWISEUNARYLAYER_H + +#include "arm_compute/core/Types.h" +#include "arm_compute/runtime/IFunction.h" + +#include <memory> + +namespace arm_compute +{ +class CLCompileContext; +class ICLTensor; +class ITensorInfo; + +/** Basic function to perform inverse square root on an input tensor. */ +class CLRsqrtLayer : public IFunction +{ +public: + /** Default Constructor */ + CLRsqrtLayer(); + /** Default Destructor */ + ~CLRsqrtLayer(); + /** Prevent instances of this class from being copied (As this class contains pointers) */ + CLRsqrtLayer(const CLRsqrtLayer &) = delete; + /** Default move constructor */ + CLRsqrtLayer(CLRsqrtLayer &&); + /** Prevent instances of this class from being copied (As this class contains pointers) */ + CLRsqrtLayer &operator=(const CLRsqrtLayer &) = delete; + /** Default move assignment operator */ + CLRsqrtLayer &operator=(CLRsqrtLayer &&); + /** Initialize the function + * + * Valid data layouts: + * - All + * + * Valid data type configurations: + * |src |dst | + * |:--------------|:--------------| + * |F16 |F16 | + * |F32 |F32 | + * + * @param[in] input Input tensor. Data types supported: F16/F32. + * @param[out] output Output tensor. Data types supported: same as @p input. + */ + void configure(const ICLTensor *input, ICLTensor *output); + /** Initialize the function + * + * @param[in] compile_context The compile context to be used. + * @param[in] input Input tensor. Data types supported: F16/F32. + * @param[out] output Output tensor. Data types supported: same as @p input. + */ + void configure(const CLCompileContext &compile_context, const ICLTensor *input, ICLTensor *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); + + // Inherited methods overridden: + void run() override; + +private: + struct Impl; + std::unique_ptr<Impl> _impl; +}; + +/** Basic function to perform exponential on an input tensor. */ +class CLExpLayer : public IFunction +{ +public: + /** Default Constructor */ + CLExpLayer(); + /** Default Destructor */ + ~CLExpLayer(); + /** Prevent instances of this class from being copied (As this class contains pointers) */ + CLExpLayer(const CLExpLayer &) = delete; + /** Default move constructor */ + CLExpLayer(CLExpLayer &&); + /** Prevent instances of this class from being copied (As this class contains pointers) */ + CLExpLayer &operator=(const CLExpLayer &) = delete; + /** Default move assignment operator */ + CLExpLayer &operator=(CLExpLayer &&); + /** Initialize the function + * + * Valid data layouts: + * - All + * + * Valid data type configurations: + * |src |dst | + * |:--------------|:--------------| + * |F16 |F16 | + * |F32 |F32 | + * + * @param[in] input Input tensor. Data types supported: F16/F32. + * @param[out] output Output tensor. Data types supported: same as @p input. + */ + void configure(const ICLTensor *input, ICLTensor *output); + /** Initialize the function + * + * @param[in] compile_context The compile context to be used. + * @param[in] input Input tensor. Data types supported: F16/F32. + * @param[out] output Output tensor. Data types supported: same as @p input. + */ + void configure(const CLCompileContext &compile_context, const ICLTensor *input, ICLTensor *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); + + // Inherited methods overridden: + void run() override; + +private: + struct Impl; + std::unique_ptr<Impl> _impl; +}; + +/** Basic function to negate an input tensor. */ +class CLNegLayer : public IFunction +{ +public: + /** Default Constructor */ + CLNegLayer(); + /** Default Destructor */ + ~CLNegLayer(); + /** Prevent instances of this class from being copied (As this class contains pointers) */ + CLNegLayer(const CLNegLayer &) = delete; + /** Default move constructor */ + CLNegLayer(CLNegLayer &&); + /** Prevent instances of this class from being copied (As this class contains pointers) */ + CLNegLayer &operator=(const CLNegLayer &) = delete; + /** Default move assignment operator */ + CLNegLayer &operator=(CLNegLayer &&); + /** Initialize the function + * + * Valid data layouts: + * - All + * + * Valid data type configurations: + * |src |dst | + * |:--------------|:--------------| + * |F16 |F16 | + * |F32 |F32 | + * |S32 |S32 | + * + * @param[in] input Input tensor. Data types supported: F16/F32/S32 + * @param[out] output Output tensor. Data types supported: same as @p input. + */ + void configure(const ICLTensor *input, ICLTensor *output); + /** Initialize the function + * + * @param[in] compile_context The compile context to be used. + * @param[in] input Input tensor. Data types supported: F16/F32/S32 + * @param[out] output Output tensor. Data types supported: same as @p input. + */ + void configure(const CLCompileContext &compile_context, const ICLTensor *input, ICLTensor *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/S32 + * @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); + + // Inherited methods overridden: + void run() override; + +private: + struct Impl; + std::unique_ptr<Impl> _impl; +}; + +/** Basic function to calculate sine of an input tensor. */ +class CLSinLayer : public IFunction +{ +public: + /** Default Constructor */ + CLSinLayer(); + /** Default Destructor */ + ~CLSinLayer(); + /** Prevent instances of this class from being copied (As this class contains pointers) */ + CLSinLayer(const CLSinLayer &) = delete; + /** Default move constructor */ + CLSinLayer(CLSinLayer &&); + /** Prevent instances of this class from being copied (As this class contains pointers) */ + CLSinLayer &operator=(const CLSinLayer &) = delete; + /** Default move assignment operator */ + CLSinLayer &operator=(CLSinLayer &&); + /** Initialize the function + * + * Valid data layouts: + * - All + * + * Valid data type configurations: + * |src |dst | + * |:--------------|:--------------| + * |F16 |F16 | + * |F32 |F32 | + * + * @param[in] input Input tensor. Data types supported: F16/F32. + * @param[out] output Output tensor. Data types supported: same as @p input. + */ + void configure(const ICLTensor *input, ICLTensor *output); + /** Initialize the function + * + * @param[in] compile_context The compile context to be used. + * @param[in] input Input tensor. Data types supported: F16/F32. + * @param[out] output Output tensor. Data types supported: same as @p input. + */ + void configure(const CLCompileContext &compile_context, const ICLTensor *input, ICLTensor *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); + + // Inherited methods overridden: + void run() override; + +private: + struct Impl; + std::unique_ptr<Impl> _impl; +}; + +/** Basic function to perform elementwise log on an input tensor. */ +class CLLogLayer : public IFunction +{ +public: + /** Default Constructor */ + CLLogLayer(); + /** Default Destructor */ + ~CLLogLayer(); + /** Prevent instances of this class from being copied (As this class contains pointers) */ + CLLogLayer(const CLLogLayer &) = delete; + /** Default move constructor */ + CLLogLayer(CLLogLayer &&); + /** Prevent instances of this class from being copied (As this class contains pointers) */ + CLLogLayer &operator=(const CLLogLayer &) = delete; + /** Default move assignment operator */ + CLLogLayer &operator=(CLLogLayer &&); + /** Initialize the function + * + * Valid data layouts: + * - All + * + * Valid data type configurations: + * |src |dst | + * |:--------------|:--------------| + * |F16 |F16 | + * |F32 |F32 | + * + * @param[in] input Input tensor. Data types supported: F16/F32. + * @param[out] output Output tensor. Data types supported: same as @p input. + */ + void configure(const ICLTensor *input, ICLTensor *output); + /** Initialize the function + * + * @param[in] compile_context The compile context to be used. + * @param[in] input Input tensor. Data types supported: F16/F32. + * @param[out] output Output tensor. Data types supported: same as @p input. + */ + void configure(const CLCompileContext &compile_context, const ICLTensor *input, ICLTensor *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); + + // Inherited methods overridden: + void run() override; + +private: + struct Impl; + std::unique_ptr<Impl> _impl; +}; + +/** Basic function to get the absolute value of an input tensor. */ +class CLAbsLayer : public IFunction +{ +public: + /** Default Constructor */ + CLAbsLayer(); + /** Default Destructor */ + ~CLAbsLayer(); + /** Prevent instances of this class from being copied (As this class contains pointers) */ + CLAbsLayer(const CLAbsLayer &) = delete; + /** Default move constructor */ + CLAbsLayer(CLAbsLayer &&); + /** Prevent instances of this class from being copied (As this class contains pointers) */ + CLAbsLayer &operator=(const CLAbsLayer &) = delete; + /** Default move assignment operator */ + CLAbsLayer &operator=(CLAbsLayer &&); + /** Initialize the function + * + * Valid data layouts: + * - All + * + * Valid data type configurations: + * |src |dst | + * |:--------------|:--------------| + * |F16 |F16 | + * |F32 |F32 | + * + * @param[in] input Input tensor. Data types supported: F16/F32. + * @param[out] output Output tensor. Data types supported: same as @p input. + */ + void configure(const ICLTensor *input, ICLTensor *output); + /** Initialize the function + * + * @param[in] compile_context The compile context to be used. + * @param[in] input Input tensor. Data types supported: F16/F32. + * @param[out] output Output tensor. Data types supported: same as @p input. + */ + void configure(const CLCompileContext &compile_context, const ICLTensor *input, ICLTensor *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); + + // Inherited methods overridden: + void run() override; + +private: + struct Impl; + std::unique_ptr<Impl> _impl; +}; + +/** Basic function to get the round (to the nearest even) value of an input tensor. */ +class CLRoundLayer : public IFunction +{ +public: + /** Default Constructor */ + CLRoundLayer(); + /** Default Destructor */ + ~CLRoundLayer(); + /** Prevent instances of this class from being copied (As this class contains pointers) */ + CLRoundLayer(const CLRoundLayer &) = delete; + /** Default move constructor */ + CLRoundLayer(CLRoundLayer &&); + /** Prevent instances of this class from being copied (As this class contains pointers) */ + CLRoundLayer &operator=(const CLRoundLayer &) = delete; + /** Default move assignment operator */ + CLRoundLayer &operator=(CLRoundLayer &&); + /** Initialize the function + * + * Valid data layouts: + * - All + * + * Valid data type configurations: + * |src |dst | + * |:--------------|:--------------| + * |F16 |F16 | + * |F32 |F32 | + * + * @param[in] input Input tensor. Data types supported: F16/F32. + * @param[out] output Output tensor. Data types supported: same as @p input. + */ + void configure(const ICLTensor *input, ICLTensor *output); + /** Initialize the function + * + * @param[in] compile_context The compile context to be used. + * @param[in] input Input tensor. Data types supported: F16/F32. + * @param[out] output Output tensor. Data types supported: same as @p input. + */ + void configure(const CLCompileContext &compile_context, const ICLTensor *input, ICLTensor *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); + + // Inherited methods overridden: + void run() override; + +private: + struct Impl; + std::unique_ptr<Impl> _impl; +}; +} // namespace arm_compute +#endif /* ARM_COMPUTE_CLELEMENTWISEUNARYLAYER_H */ |