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| author | Gian Marco Iodice <gianmarco.iodice@arm.com> | 2018-06-28 16:29:29 +0100 |
|---|---|---|
| committer | Anthony Barbier <anthony.barbier@arm.com> | 2018-11-02 16:54:54 +0000 |
| commit | 215b4ea6c9dee480a22070d5873b0b8cb52531a0 (patch) | |
| tree | 398e552c4d01c0b84d03a873098a9183ba8f82e4 /arm_compute/runtime/CL/functions/CLFullyConnectedLayer.h | |
| parent | ad486e21e5870f41774f30825c270762e08ae71e (diff) | |
| download | ComputeLibrary-215b4ea6c9dee480a22070d5873b0b8cb52531a0.tar.gz | |
COMPMID-1277 - Optimizing CLIm2ColKernel for NHWC.
This patch includes:
- Im2Col optimizations for NHWC using a new data layout
- Refactoring of CLIm2ColKernel adding validation method and auto-init
- Removed im2col_reduced from CLIm2ColKernel and created a new kernel CLFlattenLayerKernel
Change-Id: I1620640b6796baa268324b33ae92cdd8de53e27c
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/141241
Tested-by: Jenkins <bsgcomp@arm.com>
Reviewed-by: Giorgio Arena <giorgio.arena@arm.com>
Diffstat (limited to 'arm_compute/runtime/CL/functions/CLFullyConnectedLayer.h')
| -rw-r--r-- | arm_compute/runtime/CL/functions/CLFullyConnectedLayer.h | 6 |
1 files changed, 3 insertions, 3 deletions
diff --git a/arm_compute/runtime/CL/functions/CLFullyConnectedLayer.h b/arm_compute/runtime/CL/functions/CLFullyConnectedLayer.h index e8fe8e47a2..450cd831ee 100644 --- a/arm_compute/runtime/CL/functions/CLFullyConnectedLayer.h +++ b/arm_compute/runtime/CL/functions/CLFullyConnectedLayer.h @@ -27,11 +27,11 @@ #include "arm_compute/runtime/CL/ICLSimpleFunction.h" #include "arm_compute/core/CL/kernels/CLGEMMMatrixAccumulateBiasesKernel.h" -#include "arm_compute/core/CL/kernels/CLIm2ColKernel.h" #include "arm_compute/core/CL/kernels/CLTransposeKernel.h" #include "arm_compute/runtime/CL/CLMemoryGroup.h" #include "arm_compute/runtime/CL/CLTensor.h" #include "arm_compute/runtime/CL/functions/CLConvertFullyConnectedWeights.h" +#include "arm_compute/runtime/CL/functions/CLFlattenLayer.h" #include "arm_compute/runtime/CL/functions/CLGEMM.h" #include "arm_compute/runtime/CL/functions/CLGEMMLowpMatrixMultiplyCore.h" #include "arm_compute/runtime/CL/functions/CLGEMMLowpOutputStage.h" @@ -130,14 +130,14 @@ private: void configure_mm(const ICLTensor *input, const ICLTensor *weights, ICLTensor *output); CLMemoryGroup _memory_group; - CLIm2ColKernel _im2col_kernel; CLConvertFullyConnectedWeights _convert_weights; + CLFlattenLayer _flatten_layer; CLFullyConnectedLayerReshapeWeights _reshape_weights_kernel; CLGEMM _mm_gemm; CLGEMMLowpMatrixMultiplyCore _mm_gemmlowp; CLGEMMLowpQuantizeDownInt32ToUint8ScaleByFixedPoint _gemmlowp_output_stage; CLGEMMMatrixAccumulateBiasesKernel _accumulate_biases_kernel; - CLTensor _im2col_output; + CLTensor _flatten_output; CLTensor _gemmlowp_output; CLTensor _converted_weights_output; CLTensor _reshape_weights_output; |