24.02.1
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Interface for the kernel to perform 3D Direct Convolution Layer. More...
#include <CpuDirectConv3dKernel.h>
Data Structures | |
struct | DirectConv3dKernel |
Public Member Functions | |
CpuDirectConv3dKernel ()=default | |
ARM_COMPUTE_DISALLOW_COPY_ALLOW_MOVE (CpuDirectConv3dKernel) | |
void | configure (const ITensorInfo *src0, const ITensorInfo *src1, const ITensorInfo *src2, ITensorInfo *dst, const Conv3dInfo &conv_info) |
Set the src, weights, biases and dst tensor info. 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 *src0, const ITensorInfo *src1, const ITensorInfo *src2, const ITensorInfo *dst, const Conv3dInfo &conv_info) |
Static function to check if given info will lead to a valid configuration. More... | |
static const std::vector< DirectConv3dKernel > & | get_available_kernels () |
Static Public Member Functions inherited from ICpuKernel< CpuDirectConv3dKernel > | |
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 for the kernel to perform 3D Direct Convolution Layer.
Definition at line 39 of file CpuDirectConv3dKernel.h.
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ARM_COMPUTE_DISALLOW_COPY_ALLOW_MOVE | ( | CpuDirectConv3dKernel | ) |
void configure | ( | const ITensorInfo * | src0, |
const ITensorInfo * | src1, | ||
const ITensorInfo * | src2, | ||
ITensorInfo * | dst, | ||
const Conv3dInfo & | conv_info | ||
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Set the src, weights, biases and dst tensor info.
Valid data type configurations:
src0 | src1 | src2 | dst |
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F16 | F16 | F16 | F16 |
F32 | F32 | F32 | F32 |
QASYMM8 | QASYMM8 | S32 | QASYMM8 |
QASYMM8_SIGNED | QASYMM8_SIGNED | S32 | QASYMM8_SIGNED |
[in,out] | src0 | Input tensor info. |
[in] | src1 | Set of kernels to convolve the input volume. The 2nd dimension must be the same as the input's volume 1st dimension. |
[in] | src2 | Set of biases. Can be nullptr. |
[out] | dst | Output tensor info. The 1st dimensions must be equal to the 1st dimension of the kernels tensor. |
[in] | conv_info | Contains padding, stride, acitvation information. |
Definition at line 125 of file CpuDirectConv3dKernel.cpp.
References ARM_COMPUTE_ERROR_ON_NULLPTR, ARM_COMPUTE_ERROR_THROW_ON, ARM_COMPUTE_UNUSED, arm_compute::auto_init_if_empty(), arm_compute::calculate_max_window(), arm_compute::misc::shape_calculator::compute_conv3d_shape(), arm_compute::test::validation::configure(), arm_compute::test::validation::conv_info, arm_compute::test::validation::data_type, ITensorInfo::data_type(), arm_compute::test::validation::dst, CPUInfo::get(), arm_compute::test::validation::output_shape, ITensorInfo::tensor_shape(), and arm_compute::cpu::kernels::validate_arguments().
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Definition at line 191 of file CpuDirectConv3dKernel.cpp.
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overridevirtual |
Name of the kernel.
Implements ICPPKernel.
Definition at line 186 of file CpuDirectConv3dKernel.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 171 of file CpuDirectConv3dKernel.cpp.
References arm_compute::ACL_DST, arm_compute::ACL_SRC_0, arm_compute::ACL_SRC_1, arm_compute::ACL_SRC_2, 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::get_const_tensor(), ITensorPack::get_tensor(), and arm_compute::test::validation::info.
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Static function to check if given info will lead to a valid configuration.
Similar to CpuDirectConv3dKernel::configure()
Definition at line 160 of file CpuDirectConv3dKernel.cpp.
References ARM_COMPUTE_RETURN_ON_ERROR, arm_compute::test::validation::conv_info, arm_compute::test::validation::dst, and arm_compute::cpu::kernels::validate_arguments().
Referenced by CpuDirectConv3d::validate().