21.02
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Interface for the kernel to apply a non-linear filter. More...
#include <CLNonLinearFilterKernel.h>
Public Member Functions | |
CLNonLinearFilterKernel () | |
Default constructor. More... | |
void | configure (const ICLTensor *input, ICLTensor *output, NonLinearFilterFunction function, unsigned int mask_size, MatrixPattern pattern, const uint8_t *mask, bool border_undefined) |
Set the source, destination and border mode of the kernel. More... | |
void | configure (const CLCompileContext &compile_context, const ICLTensor *input, ICLTensor *output, NonLinearFilterFunction function, unsigned int mask_size, MatrixPattern pattern, const uint8_t *mask, bool border_undefined) |
Set the source, destination and border mode of the kernel. More... | |
BorderSize | border_size () const override |
The size of the border for that kernel. More... | |
Public Member Functions inherited from ICLSimple2DKernel | |
void | run (const Window &window, cl::CommandQueue &queue) override |
Enqueue the OpenCL kernel to process the given window on the passed OpenCL command queue. More... | |
Public Member Functions inherited from ICLSimpleKernel | |
ICLSimpleKernel () | |
Constructor. More... | |
ICLSimpleKernel (const ICLSimpleKernel &)=delete | |
Prevent instances of this class from being copied (As this class contains pointers) More... | |
ICLSimpleKernel & | operator= (const ICLSimpleKernel &)=delete |
Prevent instances of this class from being copied (As this class contains pointers) More... | |
ICLSimpleKernel (ICLSimpleKernel &&)=default | |
Allow instances of this class to be moved. More... | |
ICLSimpleKernel & | operator= (ICLSimpleKernel &&)=default |
Allow instances of this class to be moved. More... | |
~ICLSimpleKernel ()=default | |
Default destructor. More... | |
void | configure (const ICLTensor *input, ICLTensor *output, unsigned int num_elems_processed_per_iteration, bool border_undefined=false, const BorderSize &border_size=BorderSize()) |
Configure the kernel. More... | |
Public Member Functions inherited from ICLKernel | |
ICLKernel () | |
Constructor. More... | |
cl::Kernel & | kernel () |
Returns a reference to the OpenCL kernel of this object. More... | |
template<typename T > | |
void | add_1D_array_argument (unsigned int &idx, const ICLArray< T > *array, const Strides &strides, unsigned int num_dimensions, const Window &window) |
Add the passed 1D array's parameters to the object's kernel's arguments starting from the index idx. More... | |
void | add_1D_tensor_argument (unsigned int &idx, const ICLTensor *tensor, const Window &window) |
Add the passed 1D tensor's parameters to the object's kernel's arguments starting from the index idx. More... | |
void | add_1D_tensor_argument_if (bool cond, unsigned int &idx, const ICLTensor *tensor, const Window &window) |
Add the passed 1D tensor's parameters to the object's kernel's arguments starting from the index idx if the condition is true. More... | |
void | add_2D_tensor_argument (unsigned int &idx, const ICLTensor *tensor, const Window &window) |
Add the passed 2D tensor's parameters to the object's kernel's arguments starting from the index idx. More... | |
void | add_2D_tensor_argument_if (bool cond, unsigned int &idx, const ICLTensor *tensor, const Window &window) |
Add the passed 2D tensor's parameters to the object's kernel's arguments starting from the index idx if the condition is true. More... | |
void | add_3D_tensor_argument (unsigned int &idx, const ICLTensor *tensor, const Window &window) |
Add the passed 3D tensor's parameters to the object's kernel's arguments starting from the index idx. More... | |
void | add_4D_tensor_argument (unsigned int &idx, const ICLTensor *tensor, const Window &window) |
Add the passed 4D tensor's parameters to the object's kernel's arguments starting from the index idx. More... | |
virtual void | run_op (ITensorPack &tensors, const Window &window, cl::CommandQueue &queue) |
Enqueue the OpenCL kernel to process the given window on the passed OpenCL command queue. More... | |
template<typename T > | |
void | add_argument (unsigned int &idx, T value) |
Add the passed parameters to the object's kernel's arguments starting from the index idx. More... | |
void | set_lws_hint (const cl::NDRange &lws_hint) |
Set the Local-Workgroup-Size hint. More... | |
cl::NDRange | lws_hint () const |
Return the Local-Workgroup-Size hint. More... | |
void | set_wbsm_hint (const cl_int &wbsm_hint) |
Set the workgroup batch size modifier hint. More... | |
cl_int | wbsm_hint () const |
Return the workgroup batch size modifier hint. More... | |
const std::string & | config_id () const |
Get the configuration ID. More... | |
void | set_target (GPUTarget target) |
Set the targeted GPU architecture. More... | |
void | set_target (cl::Device &device) |
Set the targeted GPU architecture according to the CL device. More... | |
GPUTarget | get_target () const |
Get the targeted GPU architecture. More... | |
size_t | get_max_workgroup_size () |
Get the maximum workgroup size for the device the CLKernelLibrary uses. More... | |
template<unsigned int dimension_size> | |
void | add_tensor_argument (unsigned &idx, const ICLTensor *tensor, const Window &window) |
template<typename T , unsigned int dimension_size> | |
void | add_array_argument (unsigned &idx, const ICLArray< T > *array, const Strides &strides, unsigned int num_dimensions, const Window &window) |
Add the passed array's parameters to the object's kernel's arguments starting from the index idx. 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... | |
const Window & | window () const |
The maximum window the kernel can be executed on. More... | |
Additional Inherited Members | |
Static Public Member Functions inherited from ICLKernel | |
static constexpr unsigned int | num_arguments_per_1D_array () |
Returns the number of arguments enqueued per 1D array object. More... | |
static constexpr unsigned int | num_arguments_per_1D_tensor () |
Returns the number of arguments enqueued per 1D tensor object. More... | |
static constexpr unsigned int | num_arguments_per_2D_tensor () |
Returns the number of arguments enqueued per 2D tensor object. More... | |
static constexpr unsigned int | num_arguments_per_3D_tensor () |
Returns the number of arguments enqueued per 3D tensor object. More... | |
static constexpr unsigned int | num_arguments_per_4D_tensor () |
Returns the number of arguments enqueued per 4D tensor object. More... | |
static cl::NDRange | gws_from_window (const Window &window) |
Get the global work size given an execution window. More... | |
Interface for the kernel to apply a non-linear filter.
Definition at line 37 of file CLNonLinearFilterKernel.h.
Default constructor.
Definition at line 45 of file CLNonLinearFilterKernel.cpp.
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overridevirtual |
The size of the border for that kernel.
Reimplemented from IKernel.
Definition at line 50 of file CLNonLinearFilterKernel.cpp.
Referenced by CLNonLinearFilterKernel::configure().
void configure | ( | const ICLTensor * | input, |
ICLTensor * | output, | ||
NonLinearFilterFunction | function, | ||
unsigned int | mask_size, | ||
MatrixPattern | pattern, | ||
const uint8_t * | mask, | ||
bool | border_undefined | ||
) |
Set the source, destination and border mode of the kernel.
[in] | input | Source tensor. Data types supported: U8 |
[out] | output | Destination tensor. Data types supported: U8 |
[in] | function | Non linear function to perform |
[in] | mask_size | Mask size. Supported sizes: 3, 5 |
[in] | pattern | Mask pattern |
[in] | mask | The given mask. Will be used only if pattern is specified to PATTERN_OTHER |
[in] | border_undefined | True if the border mode is undefined. False if it's replicate or constant. |
Definition at line 55 of file CLNonLinearFilterKernel.cpp.
References CLKernelLibrary::get().
void configure | ( | const CLCompileContext & | compile_context, |
const ICLTensor * | input, | ||
ICLTensor * | output, | ||
NonLinearFilterFunction | function, | ||
unsigned int | mask_size, | ||
MatrixPattern | pattern, | ||
const uint8_t * | mask, | ||
bool | border_undefined | ||
) |
Set the source, destination and border mode of the kernel.
[in] | compile_context | The compile context to be used. |
[in] | input | Source tensor. Data types supported: U8 |
[out] | output | Destination tensor. Data types supported: U8 |
[in] | function | Non linear function to perform |
[in] | mask_size | Mask size. Supported sizes: 3, 5 |
[in] | pattern | Mask pattern |
[in] | mask | The given mask. Will be used only if pattern is specified to PATTERN_OTHER |
[in] | border_undefined | True if the border mode is undefined. False if it's replicate or constant. |
Definition at line 62 of file CLNonLinearFilterKernel.cpp.
References ARM_COMPUTE_ERROR_ON, ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN, ARM_COMPUTE_ERROR_ON_MSG, ARM_COMPUTE_UNUSED, CLNonLinearFilterKernel::border_size(), arm_compute::calculate_max_window(), arm_compute::create_kernel(), ITensor::info(), arm_compute::test::validation::input, BorderSize::left, num_elems_processed_per_iteration, arm_compute::OTHER, arm_compute::test::validation::ss(), arm_compute::string_from_matrix_pattern(), arm_compute::string_from_non_linear_filter_function(), arm_compute::utility::tolower(), BorderSize::top, arm_compute::U8, arm_compute::update_window_and_padding(), and ITensorInfo::valid_region().