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| author | Georgios Pinitas <georgios.pinitas@arm.com> | 2019-06-24 14:56:34 +0100 |
|---|---|---|
| committer | Georgios Pinitas <georgios.pinitas@arm.com> | 2019-07-09 09:31:37 +0000 |
| commit | 30271c779c36a2abe6995c4454674d92bbc1f91f (patch) | |
| tree | 531257ff87cf2cb8d6f3b8da0abe3e6cb77a2a0e /arm_compute/core/NEON/kernels/convolution/depthwise/depthwise_quantized.hpp | |
| parent | 30dbeef2f46bdd6fe05d25dfa27cb4b2359dced3 (diff) | |
| download | ComputeLibrary-30271c779c36a2abe6995c4454674d92bbc1f91f.tar.gz | |
COMPMID-2156: Optimized dilated convolution for NEON.
Change-Id: I3a8abe8cc9637c8983d9bd69dcbaee1a15eac8d0
Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com>
Reviewed-on: https://review.mlplatform.org/c/1492
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Pablo Marquez <pablo.tello@arm.com>
Diffstat (limited to 'arm_compute/core/NEON/kernels/convolution/depthwise/depthwise_quantized.hpp')
| -rw-r--r-- | arm_compute/core/NEON/kernels/convolution/depthwise/depthwise_quantized.hpp | 38 |
1 files changed, 35 insertions, 3 deletions
diff --git a/arm_compute/core/NEON/kernels/convolution/depthwise/depthwise_quantized.hpp b/arm_compute/core/NEON/kernels/convolution/depthwise/depthwise_quantized.hpp index e34023faf1..b65ced6f35 100644 --- a/arm_compute/core/NEON/kernels/convolution/depthwise/depthwise_quantized.hpp +++ b/arm_compute/core/NEON/kernels/convolution/depthwise/depthwise_quantized.hpp @@ -1,5 +1,5 @@ /* - * Copyright (c) 2019 ARM Limited. + * Copyright (c) 2018-2019 ARM Limited. * * SPDX-License-Identifier: MIT * @@ -23,8 +23,8 @@ */ #pragma once -#include "arm_compute/core/NEON/kernels/convolution/depthwise/depthwise.hpp" -#include "arm_compute/core/NEON/kernels/convolution/common/qasymm8.hpp" +#include "depthwise.hpp" +#include "qasymm8.hpp" namespace depthwise { @@ -70,6 +70,33 @@ class QAsymm8DepthwiseConvolution : public DepthwiseConvolutionBase< QAsymm8DepthwiseConvolution( int n_batches, int n_input_rows, int n_input_cols, int n_channels, + int n_output_rows, int n_output_cols, + nck::ActivationFunction activation, + const qasymm8::QAsymm8Params& weight_quantisation, + const qasymm8::QAsymm8Params& input_quantisation, + const qasymm8::QAsymm8Params& output_quantisation, + unsigned int padding_top, + unsigned int padding_left, + unsigned int padding_bottom, + unsigned int padding_right + ); + + QAsymm8DepthwiseConvolution( + int n_batches, int n_input_rows, int n_input_cols, int n_channels, + nck::ActivationFunction activation, + const qasymm8::QAsymm8Params& weight_quantisation, + const qasymm8::QAsymm8Params& input_quantisation, + const qasymm8::QAsymm8Params& output_quantisation, + const qasymm8::QAsymm8RescaleParams& rescale_parameters, + unsigned int padding_top, + unsigned int padding_left, + unsigned int padding_bottom, + unsigned int padding_right + ); + + QAsymm8DepthwiseConvolution( + int n_batches, int n_input_rows, int n_input_cols, int n_channels, + int n_output_rows, int n_output_cols, nck::ActivationFunction activation, const qasymm8::QAsymm8Params& weight_quantisation, const qasymm8::QAsymm8Params& input_quantisation, @@ -82,6 +109,11 @@ class QAsymm8DepthwiseConvolution : public DepthwiseConvolutionBase< ); protected: + static nck::ActivationFunction get_activation_fn( + nck::ActivationFunction activation, + const qasymm8::QAsymm8Params& output_quantisation + ); + uint8_t _input_padding_value(void) const; void _pack_params( |