Compute Library
CpuActivationKernel Class Reference

Interface for the activation kernel. More...

#include <CpuActivationKernel.h>

Collaboration diagram for CpuActivationKernel:

Public Member Functions

 CpuActivationKernel ()=default
void configure (const ITensorInfo *src, ITensorInfo *dst, ActivationLayerInfo activation_info)
 Configure kernel for a given list of arguments. More...
void run_op (ITensorPack &tensors, const Window &window, const ThreadInfo &info) override
 Execute the kernel on the passed window. More...
const char * name () const override
 Name of the kernel. More...
- Public Member Functions inherited from ICPPKernel
virtual ~ICPPKernel ()=default
 Default destructor. More...
virtual void run (const Window &window, const ThreadInfo &info)
 Execute the kernel on the passed window. More...
virtual void run_nd (const Window &window, const ThreadInfo &info, const Window &thread_locator)
 legacy compatibility layer for implemantions which do not support thread_locator In these cases we simply narrow the interface down the legacy version More...
- Public Member Functions inherited from IKernel
 IKernel ()
 Constructor. More...
virtual ~IKernel ()=default
 Destructor. More...
virtual bool is_parallelisable () const
 Indicates whether or not the kernel is parallelisable. More...
virtual BorderSize border_size () const
 The size of the border for that kernel. More...
const Windowwindow () const
 The maximum window the kernel can be executed on. More...
bool is_window_configured () const
 Function to check if the embedded window of this kernel has been configured. More...

Static Public Member Functions

static Status validate (const ITensorInfo *src, const ITensorInfo *dst, const ActivationLayerInfo &act_info)
 Static function to check if given info will lead to a valid configuration. More...

Detailed Description

Interface for the activation kernel.

Definition at line 37 of file CpuActivationKernel.h.

Constructor & Destructor Documentation

◆ CpuActivationKernel()

CpuActivationKernel ( )

Member Function Documentation



◆ configure()

void configure ( const ITensorInfo src,
ITensorInfo dst,
ActivationLayerInfo  activation_info 

Configure kernel for a given list of arguments.

If the output tensor is a nullptr, the activation function will be performed in-place
[in,out]srcSource tensor info. In case of dst tensor = nullptr, this tensor will store the result of the activation function. Data types supported: QASYMM8/QASYMM8_SIGNED/QSYMM16/F16/F32.
[out]dstDestination tensor info. Data type supported: same as src
[in]activation_infoActivation layer information.

Definition at line 206 of file CpuActivationKernel.cpp.

References ARM_COMPUTE_ERROR_ON_NULLPTR, ARM_COMPUTE_ERROR_THROW_ON, ITensorInfo::data_type(), and CPUInfo::get().

207 {
209  ARM_COMPUTE_ERROR_THROW_ON(validate_arguments(src, dst, activation_info));
211  const auto uk = get_implementation(ActivationSelectorData{ src->data_type(), CPUInfo::get() });
214  _act_info = activation_info;
215  _run_method = uk->ukernel;
216  _name = std::string("CpuActivationKernel").append("/").append(uk->name);
218  // Configure kernel window
219  auto win_config = validate_and_configure_window(src, dst);
220  ARM_COMPUTE_ERROR_THROW_ON(win_config.first);
221  ICPPKernel::configure(win_config.second);
222 }
Definition: Error.h:455
SimpleTensor< float > src
Definition: DFT.cpp:155
Definition: Validate.h:157
static CPUInfo & get()
Access the KernelLibrary singleton.
Definition: CPPTypes.cpp:39

◆ name()

const char * name ( ) const

Name of the kernel.

Kernel name

Implements ICPPKernel.

Definition at line 254 of file CpuActivationKernel.cpp.

255 {
256  return _name.c_str();
257 }

◆ run_op()

void run_op ( ITensorPack tensors,
const Window window,
const ThreadInfo info 

Execute the kernel on the passed window.

If is_parallelisable() returns false then the passed window must be equal to window()
The window has to be a region within the window returned by the window() method
The width of the window has to be a multiple of num_elems_processed_per_iteration().
[in]tensorsA vector containing the tensors to operate on.
[in]windowRegion on which to execute the kernel. (Must be a region of the window returned by window())
[in]infoInfo about executing thread and CPU.

Reimplemented from ICPPKernel.

Definition at line 233 of file CpuActivationKernel.cpp.

References arm_compute::ACL_DST, arm_compute::ACL_SRC, ARM_COMPUTE_ERROR_ON, ARM_COMPUTE_ERROR_ON_INVALID_SUBWINDOW, ARM_COMPUTE_ERROR_ON_UNCONFIGURED_KERNEL, ARM_COMPUTE_UNUSED, arm_compute::test::validation::dst, ITensorPack::empty(), ITensorPack::get_const_tensor(), ITensorPack::get_tensor(), arm_compute::test::validation::src, and IKernel::window().

234 {
235  // Early exit on disabled activation
236  if(!_act_info.enabled())
237  {
238  return;
239  }
245  ARM_COMPUTE_ERROR_ON(tensors.empty());
246  ARM_COMPUTE_ERROR_ON(_run_method == nullptr);
248  const ITensor *src = tensors.get_const_tensor(TensorType::ACL_SRC);
249  ITensor *dst = tensors.get_tensor(TensorType::ACL_DST);
251  _run_method(src, dst, _act_info, window);
252 }
const Window & window() const
The maximum window the kernel can be executed on.
Definition: IKernel.cpp:28
bool enabled() const
Check if initialised.
Definition: Types.h:1525
#define ARM_COMPUTE_ERROR_ON(cond)
If the condition is true then an error message is printed and an exception thrown.
Definition: Error.h:466
SimpleTensor< float > src
Definition: DFT.cpp:155
To avoid unused variables warnings.
Definition: Error.h:152
Definition: Validate.h:915
ScaleKernelInfo info(interpolation_policy, default_border_mode, PixelValue(), sampling_policy, false)
Definition: Validate.h:201

◆ validate()

Status validate ( const ITensorInfo src,
const ITensorInfo dst,
const ActivationLayerInfo act_info 

Static function to check if given info will lead to a valid configuration.

Similar to CpuActivationKernel::configure()

a status

Definition at line 224 of file CpuActivationKernel.cpp.

References ARM_COMPUTE_RETURN_ON_ERROR, ARM_COMPUTE_UNUSED, and ICloneable< T >::clone().

Referenced by CpuActivation::validate().

225 {
226  ARM_COMPUTE_UNUSED(act_info);
227  ARM_COMPUTE_RETURN_ON_ERROR(validate_arguments(src, dst, act_info));
228  ARM_COMPUTE_RETURN_ON_ERROR(validate_and_configure_window(src->clone().get(), (dst != nullptr) ? dst->clone().get() : nullptr).first);
230  return Status{};
231 }
Checks if a status contains an error and returns it.
Definition: Error.h:204
SimpleTensor< float > src
Definition: DFT.cpp:155
To avoid unused variables warnings.
Definition: Error.h:152

The documentation for this class was generated from the following files: