24.02.1
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Interface to convert the 2D Fully Connected weights from NCHW to NHWC or vice versa. More...
#include <CpuConvertFullyConnectedWeightsKernel.h>
Public Member Functions | |
CpuConvertFullyConnectedWeightsKernel ()=default | |
ARM_COMPUTE_DISALLOW_COPY_ALLOW_MOVE (CpuConvertFullyConnectedWeightsKernel) | |
void | configure (const ITensorInfo *src, ITensorInfo *dst, const TensorShape &original_input_shape, DataLayout data_layout) |
Set the src and dst tensor. 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... | |
virtual size_t | get_mws (const CPUInfo &platform, size_t thread_count) const |
Return minimum workload size of the relevant kernel. 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 Window & | window () 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 TensorShape &original_input_shape, DataLayout data_layout) |
Static function to check if given info will lead to a valid configuration. More... | |
Static Public Member Functions inherited from ICpuKernel< CpuConvertFullyConnectedWeightsKernel > | |
static const auto * | get_implementation (const SelectorType &selector, KernelSelectionType selection_type=KernelSelectionType::Supported) |
Micro-kernel selector. More... | |
Additional Inherited Members | |
Static Public Attributes inherited from ICPPKernel | |
static constexpr size_t | default_mws = 1 |
Interface to convert the 2D Fully Connected weights from NCHW to NHWC or vice versa.
Definition at line 44 of file CpuConvertFullyConnectedWeightsKernel.h.
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default |
ARM_COMPUTE_DISALLOW_COPY_ALLOW_MOVE | ( | CpuConvertFullyConnectedWeightsKernel | ) |
void configure | ( | const ITensorInfo * | src, |
ITensorInfo * | dst, | ||
const TensorShape & | original_input_shape, | ||
DataLayout | data_layout | ||
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Set the src and dst tensor.
[in] | src | Source weights tensor info to convert. Must be 2 dimensional. Data types supported: All. |
[in] | dst | The converted weights tensor info. Shape and Data Type: Same as src . |
[in] | original_input_shape | Shape of the original src tensor (the one entering fully connected layer). |
[in] | data_layout | The data layout the weights have been trained in. |
Definition at line 38 of file CpuConvertFullyConnectedWeightsKernel.cpp.
References ARM_COMPUTE_ERROR_ON_NULLPTR, ARM_COMPUTE_ERROR_THROW_ON, arm_compute::auto_init_if_empty(), arm_compute::calculate_max_window(), arm_compute::CHANNEL, arm_compute::cpu::channel_idx, arm_compute::cpu::data_layout, arm_compute::test::validation::dst, arm_compute::get_data_layout_dimension_index(), arm_compute::HEIGHT, arm_compute::cpu::height_idx, arm_compute::NCHW, arm_compute::NHWC, arm_compute::test::validation::src, CpuConvertFullyConnectedWeightsKernel::validate(), arm_compute::WIDTH, and arm_compute::cpu::width_idx.
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overridevirtual |
Name of the kernel.
Implements ICPPKernel.
Definition at line 117 of file CpuConvertFullyConnectedWeightsKernel.cpp.
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overridevirtual |
Execute the kernel on the passed window.
[in] | tensors | A vector containing the tensors to operate on. |
[in] | window | Region on which to execute the kernel. (Must be a region of the window returned by window()) |
[in] | info | Info about executing thread and CPU. |
Reimplemented from ICPPKernel.
Definition at line 90 of file CpuConvertFullyConnectedWeightsKernel.cpp.
References arm_compute::ACL_DST, arm_compute::ACL_SRC, ARM_COMPUTE_ERROR_ON_INVALID_SUBWINDOW, ARM_COMPUTE_ERROR_ON_UNCONFIGURED_KERNEL, ARM_COMPUTE_UNUSED, arm_compute::test::validation::dst, arm_compute::execute_window_loop(), ITensorPack::get_const_tensor(), ITensorPack::get_tensor(), arm_compute::test::validation::info, arm_compute::test::validation::input, Iterator::ptr(), arm_compute::test::validation::src, and IKernel::window().
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static |
Static function to check if given info will lead to a valid configuration.
Similar to CpuConvertFullyConnectedWeightsKernel::configure()
Definition at line 69 of file CpuConvertFullyConnectedWeightsKernel.cpp.
References ARM_COMPUTE_RETURN_ERROR_ON, ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES, ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_SHAPES, ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR, arm_compute::cpu::data_layout, arm_compute::test::validation::dst, arm_compute::test::validation::src, TensorShape::total_size_lower(), and arm_compute::UNKNOWN.
Referenced by CpuConvertFullyConnectedWeightsKernel::configure(), and CpuConvertFullyConnectedWeights::validate().