diff options
Diffstat (limited to 'arm_compute/runtime/CL/functions/CLElementWiseUnaryLayer.h')
| -rw-r--r-- | arm_compute/runtime/CL/functions/CLElementWiseUnaryLayer.h | 361 |
1 files changed, 354 insertions, 7 deletions
diff --git a/arm_compute/runtime/CL/functions/CLElementWiseUnaryLayer.h b/arm_compute/runtime/CL/functions/CLElementWiseUnaryLayer.h index de8b8f7843..e4268c1592 100644 --- a/arm_compute/runtime/CL/functions/CLElementWiseUnaryLayer.h +++ b/arm_compute/runtime/CL/functions/CLElementWiseUnaryLayer.h @@ -24,6 +24,7 @@ #ifndef ARM_COMPUTE_CLELEMENTWISEUNARYLAYER_H #define ARM_COMPUTE_CLELEMENTWISEUNARYLAYER_H +#include "arm_compute/runtime/CL/ICLOperator.h" #include "arm_compute/runtime/CL/ICLSimpleFunction.h" namespace arm_compute @@ -31,9 +32,21 @@ namespace arm_compute class ICLTensor; /** Basic function to perform inverse square root on an input tensor. */ -class CLRsqrtLayer : public ICLSimpleFunction +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 * * @param[in] input Input tensor. Data types supported: F16/F32. @@ -55,12 +68,31 @@ public: * @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 ICLSimpleFunction +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 * * @param[in] input Input tensor. Data types supported: F16/F32. @@ -82,12 +114,31 @@ public: * @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 ICLSimpleFunction +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 * * @param[in] input Input tensor. Data types supported: F16/F32. @@ -109,12 +160,31 @@ public: * @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 ICLSimpleFunction +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 * * @param[in] input Input tensor. Data types supported: F16/F32. @@ -136,12 +206,31 @@ public: * @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 ICLSimpleFunction +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 * * @param[in] input Input tensor. Data types supported: F16/F32. @@ -163,12 +252,31 @@ public: * @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 ICLSimpleFunction +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 * * @param[in] input Input tensor. Data types supported: F16/F32. @@ -190,12 +298,31 @@ public: * @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 ICLSimpleFunction +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 * * @param[in] input Input tensor. Data types supported: F16/F32. @@ -217,6 +344,226 @@ public: * @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 experimental +{ +/** Basic function to perform inverse square root on an input tensor. */ +class CLRsqrtLayer : 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); + + // Inherited methods overridden: + MemoryRequirements workspace() const override; +}; + +/** Basic function to perform exponential on an input tensor. */ +class CLExpLayer : 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); + + // Inherited methods overridden: + MemoryRequirements workspace() const override; +}; + +/** Basic function to negate an input tensor. */ +class CLNegLayer : 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); + + // Inherited methods overridden: + MemoryRequirements workspace() const override; +}; + +/** Basic function to calculate sine of an input tensor. */ +class CLSinLayer : 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); + + // Inherited methods overridden: + MemoryRequirements workspace() const override; +}; + +/** Basic function to perform elementwise log on an input tensor. */ +class CLLogLayer : 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); + + // Inherited methods overridden: + MemoryRequirements workspace() const override; +}; + +/** Basic function to get the absolute value of an input tensor. */ +class CLAbsLayer : 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); + + // Inherited methods overridden: + MemoryRequirements workspace() const override; +}; + +/** Basic function to get the round (to the nearest even) value of an input tensor. */ +class CLRoundLayer : 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); + + // Inherited methods overridden: + MemoryRequirements workspace() const override; }; +} // namespace experimental } // namespace arm_compute #endif /* ARM_COMPUTE_CLELEMENTWISEUNARYLAYER_H */ |