Compute Library
 23.11
CLActivationLayer.h
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24 #ifndef ARM_COMPUTE_CLACTIVATIONLAYER_H
25 #define ARM_COMPUTE_CLACTIVATIONLAYER_H
26 
27 #include "arm_compute/core/Types.h"
31 
32 namespace arm_compute
33 {
34 class CLCompileContext;
35 class ICLTensor;
36 class ITensorInfo;
37 
38 /** Basic function to run @ref opencl::kernels::ClActivationKernel
39  *
40  * @note The function simulates an activation layer with the specified activation function.
41  */
43 {
44 public:
45  /** Constructor
46  *
47  * @param[in] ctx Runtime context to be used by the function
48  */
49  CLActivationLayer(CLRuntimeContext *ctx = nullptr);
50  /** Destructor */
52  /** Prevent instances of this class from being copied (As this class contains pointers) */
53  CLActivationLayer(const CLActivationLayer &) = delete;
54  /** Default move constructor */
56  /** Prevent instances of this class from being copied (As this class contains pointers) */
58  /** Default move assignment operator */
60  /** Set the input and output tensor.
61  *
62  * Valid data layouts:
63  * - All
64  *
65  * Valid data type configurations:
66  * |src |dst |
67  * |:--------------|:--------------|
68  * |QASYMM8 |QASYMM8 |
69  * |QASYMM8_SIGNED |QASYMM8_SIGNED |
70  * |QSYMM16 |QSYMM16 |
71  * |F16 |F16 |
72  * |F32 |F32 |
73  *
74  *
75  * @note If the output tensor is a nullptr or is equal to the input, the activation function will be performed in-place
76  *
77  * @param[in, out] input Source tensor. In case of @p output tensor = nullptr, this tensor will store the result
78  * of the activation function. Data types supported: QASYMM8/QASYMM8_SIGNED/QSYMM16/F16/F32.
79  * @param[out] output Destination tensor. Data type supported: same as @p input
80  * @param[in] act_info Activation layer parameters.
81  */
83  /** Set the input and output tensor.
84  *
85  * @note If the output tensor is a nullptr or is equal to the input, the activation function will be performed in-place
86  *
87  * @param[in] compile_context The compile context to be used.
88  * @param[in, out] input Source tensor. In case of @p output tensor = nullptr, this tensor will store the result
89  * of the activation function. Data types supported: QASYMM8/QASYMM8_SIGNED/QSYMM16/F16/F32.
90  * @param[out] output Destination tensor. Data type supported: same as @p input
91  * @param[in] act_info Activation layer parameters.
92  */
93  void configure(const CLCompileContext &compile_context,
95  ICLTensor *output,
97  /** Static function to check if given info will lead to a valid configuration of @ref CLActivationLayer
98  *
99  * @param[in] input Source tensor info. In case of @p output tensor info = nullptr, this tensor will store the result
100  * of the activation function. Data types supported: QASYMM8/QASYMM8_SIGNED/QSYMM16/F16/F32.
101  * @param[in] output Destination tensor info. Data type supported: same as @p input
102  * @param[in] act_info Activation layer information.
103  *
104  * @return a status
105  */
106  static Status validate(const ITensorInfo *input, const ITensorInfo *output, const ActivationLayerInfo &act_info);
107 
108  // Inherited methods overridden:
109  void run() override;
110 
111 private:
112  struct Impl;
113  std::unique_ptr<Impl> _impl;
114 };
115 } // namespace arm_compute
116 #endif /* ARM_COMPUTE_CLACTIVATIONLAYER_H */
CLRuntimeContext.h
arm_compute::IFunction
Base class for all functions.
Definition: IFunction.h:30
ActivationLayerInfo.h
arm_compute::CLActivationLayer::CLActivationLayer
CLActivationLayer(CLRuntimeContext *ctx=nullptr)
Constructor.
Definition: CLActivationLayer.cpp:45
Types.h
arm_compute::ICLTensor
Interface for OpenCL tensor.
Definition: ICLTensor.h:41
arm_compute::CLActivationLayer::configure
void configure(ICLTensor *input, ICLTensor *output, ActivationLayerInfo act_info)
Set the input and output tensor.
Definition: CLActivationLayer.cpp:53
arm_compute::ActivationLayerInfo
Activation Layer Information class.
Definition: ActivationLayerInfo.h:55
arm_compute::test::validation::act_info
act_info
Definition: DirectConvolutionLayer.cpp:547
arm_compute::CLCompileContext
CLCompileContext class.
Definition: CLCompileContext.h:204
arm_compute::Status
Status class.
Definition: Error.h:52
arm_compute::CLActivationLayer::validate
static Status validate(const ITensorInfo *input, const ITensorInfo *output, const ActivationLayerInfo &act_info)
Static function to check if given info will lead to a valid configuration of CLActivationLayer.
Definition: CLActivationLayer.cpp:73
arm_compute::CLActivationLayer::~CLActivationLayer
~CLActivationLayer()
Destructor.
IFunction.h
arm_compute::CLActivationLayer::operator=
CLActivationLayer & operator=(const CLActivationLayer &)=delete
Prevent instances of this class from being copied (As this class contains pointers)
arm_compute
Copyright (c) 2017-2023 Arm Limited.
Definition: introduction.dox:24
arm_compute::CLActivationLayer::run
void run() override
Run the kernels contained in the function.
Definition: CLActivationLayer.cpp:78
arm_compute::ITensorInfo
Store the tensor's metadata.
Definition: ITensorInfo.h:44
arm_compute::CLActivationLayer
Basic function to run opencl::kernels::ClActivationKernel.
Definition: CLActivationLayer.h:42
arm_compute::test::validation::input
auto input
Definition: LSTMLayerQuantized.cpp:486
arm_compute::CLRuntimeContext
Runtime context.
Definition: CLRuntimeContext.h:38