21.02
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Interface for the pooling layer kernel. More...
#include <GCPoolingLayerKernel.h>
Public Member Functions | |
GCPoolingLayerKernel () | |
Default constructor. More... | |
GCPoolingLayerKernel (const GCPoolingLayerKernel &)=delete | |
Prevent instances of this class from being copied (As this class contains pointers) More... | |
GCPoolingLayerKernel & | operator= (const GCPoolingLayerKernel &)=delete |
Prevent instances of this class from being copied (As this class contains pointers) More... | |
GCPoolingLayerKernel (GCPoolingLayerKernel &&)=default | |
Allow instances of this class to be moved. More... | |
GCPoolingLayerKernel & | operator= (GCPoolingLayerKernel &&)=default |
Allow instances of this class to be moved. More... | |
~GCPoolingLayerKernel ()=default | |
Default destructor. More... | |
void | configure (const IGCTensor *input, IGCTensor *output, const PoolingLayerInfo &pool_info, IGCTensor *indices=nullptr) |
Set the input and output tensors. More... | |
void | run (const Window &window) override |
Enqueue the OpenGL ES shader to process the given window. More... | |
BorderSize | border_size () const override |
The size of the border for that kernel. More... | |
Public Member Functions inherited from IGCKernel | |
IGCKernel () | |
Constructor. More... | |
GCKernel & | kernel () |
Returns a reference to the GLES kernel of this object. More... | |
void | add_1D_tensor_argument (unsigned int &idx, const IGCTensor *tensor, const unsigned int binding_point, 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_2D_tensor_argument (unsigned int &idx, const IGCTensor *tensor, const unsigned int binding_point, 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_3D_tensor_argument (unsigned int &idx, const IGCTensor *tensor, const unsigned int binding_point, const Window &window) |
Add the passed 3D tensor's parameters to the object's kernel's arguments starting from the index idx. More... | |
unsigned int | num_arguments_per_1D_tensor () const |
Returns the number of arguments enqueued per 1D tensor object. More... | |
unsigned int | num_arguments_per_2D_tensor () const |
Returns the number of arguments enqueued per 2D tensor object. More... | |
unsigned int | num_arguments_per_3D_tensor () const |
Returns the number of arguments enqueued per 3D tensor object. More... | |
void | set_lws_hint (gles::NDRange &lws_hint) |
Set the Local-Workgroup-Size hint. More... | |
void | set_target (GPUTarget target) |
Set the targeted GPU architecture. More... | |
GPUTarget | get_target () const |
Get the targeted GPU architecture. 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... | |
Static Public Member Functions | |
static Status | validate (const ITensorInfo *input, const ITensorInfo *output, const PoolingLayerInfo &pool_info, const ITensorInfo *indices=nullptr) |
Static function to check if given info will lead to a valid configuration of GCPoolingLayerKernel. More... | |
Interface for the pooling layer kernel.
Definition at line 36 of file GCPoolingLayerKernel.h.
Default constructor.
Definition at line 220 of file GCPoolingLayerKernel.cpp.
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delete |
Prevent instances of this class from being copied (As this class contains pointers)
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default |
Allow instances of this class to be moved.
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default |
Default destructor.
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overridevirtual |
The size of the border for that kernel.
Reimplemented from IKernel.
Definition at line 225 of file GCPoolingLayerKernel.cpp.
void configure | ( | const IGCTensor * | input, |
IGCTensor * | output, | ||
const PoolingLayerInfo & | pool_info, | ||
IGCTensor * | indices = nullptr |
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Set the input and output tensors.
[in] | input | Source tensor. Data types supported: F16/F32. |
[out] | output | Destination tensor. Data types supported: Same as input . |
[in] | pool_info | Contains pooling operation information described in PoolingLayerInfo. |
[out] | indices | (optional) The indices of the maximal values. Data type supported: U32. |
Definition at line 230 of file GCPoolingLayerKernel.cpp.
References ARM_COMPUTE_ERROR_ON_NULLPTR, ARM_COMPUTE_ERROR_THROW_ON, GCKernelLibrary::create_kernel(), ITensorInfo::data_type(), ITensorInfo::dimension(), PoolingLayerInfo::exclude_padding, arm_compute::F32, GCKernelLibrary::get(), ITensor::info(), arm_compute::test::validation::input, PoolingLayerInfo::is_global_pooling, kernel_name, PadStrideInfo::pad(), PoolingLayerInfo::pad_stride_info, pool_size, PoolingLayerInfo::pool_size, PoolingLayerInfo::pool_type, arm_compute::scaled_dimensions(), PadStrideInfo::stride(), arm_compute::string_from_pooling_type(), arm_compute::support::cpp11::to_string(), arm_compute::validate_arguments(), and Size2D::width.
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delete |
Prevent instances of this class from being copied (As this class contains pointers)
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default |
Allow instances of this class to be moved.
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overridevirtual |
Enqueue the OpenGL ES shader to process the given window.
[in] | window | Region on which to execute the kernel. (Must be a valid region of the window returned by window()). |
Implements IGCKernel.
Definition at line 335 of file GCPoolingLayerKernel.cpp.
References IGCKernel::add_3D_tensor_argument(), ARM_COMPUTE_ERROR_ON_INVALID_SUBWINDOW, ARM_COMPUTE_ERROR_ON_UNCONFIGURED_KERNEL, Window::collapse_if_possible(), Window::DimX, Window::DimY, Window::DimZ, Window::Dimension::end(), arm_compute::enqueue(), Window::first_slice_window_3D(), ITensor::info(), PadStrideInfo::pad(), PoolingLayerInfo::pad_stride_info, ITensorInfo::padding(), pool_stride_x, Window::set(), IGCTensor::set_needs_shifting(), Window::shift(), arm_compute::test::validation::reference::slice(), Window::slide_window_slice_3D(), Window::Dimension::start(), PadStrideInfo::stride(), IKernel::window(), Window::x(), and Window::y().
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static |
Static function to check if given info will lead to a valid configuration of GCPoolingLayerKernel.
[in] | input | Source tensor info. Data types supported: F16/F32. |
[in] | output | Destination tensor info. Data types supported: Same as input . |
[in] | pool_info | Contains pooling operation information described in PoolingLayerInfo. |
[in] | indices | (optional) The indices of the maximal values. Data type supported: U32. |
Definition at line 327 of file GCPoolingLayerKernel.cpp.
References ARM_COMPUTE_RETURN_ON_ERROR, ICloneable< T >::clone(), and arm_compute::validate_arguments().
Referenced by GCPoolingLayer::validate().