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| author | Michalis Spyrou <michalis.spyrou@arm.com> | 2020-10-21 00:04:14 +0100 |
|---|---|---|
| committer | Michalis Spyrou <michalis.spyrou@arm.com> | 2020-11-03 15:10:47 +0000 |
| commit | ebcebf1dee7f8314976b1e0cabd62b4cf893d765 (patch) | |
| tree | 95d3e691a0e88a3e213a1d30446a9224497f2055 /src/runtime/NEON/functions/NEFullyConnectedLayer.cpp | |
| parent | da4b1b2055d96aaf73704eb9b0b82d74dc2d699c (diff) | |
| download | ComputeLibrary-ebcebf1dee7f8314976b1e0cabd62b4cf893d765.tar.gz | |
COMPMID-3638: Move NEON kernels
Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com>
Change-Id: Ieed3e4bc8be7fef80c90c5094599b477a56fc473
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4285
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'src/runtime/NEON/functions/NEFullyConnectedLayer.cpp')
| -rw-r--r-- | src/runtime/NEON/functions/NEFullyConnectedLayer.cpp | 21 |
1 files changed, 19 insertions, 2 deletions
diff --git a/src/runtime/NEON/functions/NEFullyConnectedLayer.cpp b/src/runtime/NEON/functions/NEFullyConnectedLayer.cpp index d956d16f4d..714fa58a66 100644 --- a/src/runtime/NEON/functions/NEFullyConnectedLayer.cpp +++ b/src/runtime/NEON/functions/NEFullyConnectedLayer.cpp @@ -29,6 +29,19 @@ #include "arm_compute/core/utils/misc/ShapeCalculator.h" #include "arm_compute/core/utils/quantization/AsymmHelpers.h" #include "arm_compute/runtime/NEON/NEScheduler.h" +#include "src/core/NEON/kernels/NEConvertFullyConnectedWeightsKernel.h" +#include "src/core/NEON/kernels/NEConvertQuantizedSignednessKernel.h" +#include "src/core/NEON/kernels/NEFlattenLayerKernel.h" +#include "src/core/NEON/kernels/NEFlattenLayerKernel.h" +#include "src/core/NEON/kernels/NEGEMMInterleave4x4Kernel.h" +#include "src/core/NEON/kernels/NEGEMMLowpMatrixMultiplyKernel.h" +#include "src/core/NEON/kernels/NEGEMMLowpOffsetContributionKernel.h" +#include "src/core/NEON/kernels/NEGEMMLowpOffsetContributionOutputStageKernel.h" +#include "src/core/NEON/kernels/NEGEMMLowpReductionKernel.h" +#include "src/core/NEON/kernels/NEGEMMMatrixAdditionKernel.h" +#include "src/core/NEON/kernels/NEGEMMMatrixMultiplyKernel.h" +#include "src/core/NEON/kernels/NEGEMMTranspose1xWKernel.h" +#include "src/core/NEON/kernels/NETransposeKernel.h" #include "support/MemorySupport.h" @@ -145,6 +158,8 @@ Status NEFullyConnectedLayerReshapeWeights::validate(const ITensorInfo *input, c return NETransposeKernel::validate(input, output); } +NEFullyConnectedLayer::~NEFullyConnectedLayer() = default; + NEFullyConnectedLayer::NEFullyConnectedLayer(std::shared_ptr<IMemoryManager> memory_manager, IWeightsManager *weights_manager) : _memory_group(std::move(memory_manager)), _weights_manager(weights_manager), _flatten_kernel(), _convert_weights(), _convert_weights_managed(), _reshape_weights_function(), _reshape_weights_managed_function(), _mm_gemm(nullptr, weights_manager), _mm_gemmlowp(nullptr, weights_manager), _flatten_output(), _converted_weights_output(), _reshape_weights_output(), @@ -199,7 +214,9 @@ void NEFullyConnectedLayer::configure_conv_fc(const ITensor *input, const ITenso // Configure flatten kernel _memory_group.manage(&_flatten_output); - _flatten_kernel.configure(input, &_flatten_output); + + _flatten_kernel = arm_compute::support::cpp14::make_unique<NEFlattenLayerKernel>(); + _flatten_kernel->configure(input, &_flatten_output); // Configure matrix multiply kernel configure_mm(&_flatten_output, weights, biases, output, act); @@ -398,7 +415,7 @@ void NEFullyConnectedLayer::run() // Linearize input if it comes from a convolutional layer if(_is_fc_after_conv) { - NEScheduler::get().schedule(&_flatten_kernel, Window::DimY); + NEScheduler::get().schedule(_flatten_kernel.get(), Window::DimY); } // Run matrix multiply |