From 68dd25fbe6e4d3c3513fa5993863419769aa08fc Mon Sep 17 00:00:00 2001 From: Sang-Hoon Park Date: Mon, 19 Oct 2020 16:00:11 +0100 Subject: COMPMID-3637: Move utility headers from arm_compute to src Signed-off-by: Georgios Pinitas Change-Id: If9d6fa8c900b68c4b6fd373f2fc1f9abb83ea917 Signed-off-by: Michalis Spyrou Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/4145 Tested-by: Arm Jenkins Reviewed-by: Sang-Hoon Park Comments-Addressed: Arm Jenkins --- .../depthwise/depthwise_quantized_dilated.hpp | 88 ++++++++++++++++++++++ 1 file changed, 88 insertions(+) create mode 100644 src/core/NEON/kernels/convolution/depthwise/depthwise_quantized_dilated.hpp (limited to 'src/core/NEON/kernels/convolution/depthwise/depthwise_quantized_dilated.hpp') diff --git a/src/core/NEON/kernels/convolution/depthwise/depthwise_quantized_dilated.hpp b/src/core/NEON/kernels/convolution/depthwise/depthwise_quantized_dilated.hpp new file mode 100644 index 0000000000..a11b0981c9 --- /dev/null +++ b/src/core/NEON/kernels/convolution/depthwise/depthwise_quantized_dilated.hpp @@ -0,0 +1,88 @@ +/* + * Copyright (c) 2019 Arm Limited. + * + * SPDX-License-Identifier: MIT + * + * Permission is hereby granted, free of charge, to any person obtaining a copy + * of this software and associated documentation files (the "Software"), to + * deal in the Software without restriction, including without limitation the + * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or + * sell copies of the Software, and to permit persons to whom the Software is + * furnished to do so, subject to the following conditions: + * + * The above copyright notice and this permission notice shall be included in all + * copies or substantial portions of the Software. + * + * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR + * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, + * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE + * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER + * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, + * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE + * SOFTWARE. + */ + +#pragma once +#include "depthwise_dilated.hpp" +#include "depthwise_quantized.hpp" + +namespace depthwise { + +template +class QAsymm8DilatedDepthwiseConvolution + : public DilatedDepthwiseConvolution< + OutputTileRows, OutputTileCols, KernelRows, KernelCols, StrideRows, + StrideCols, uint8_t, int32_t, uint8_t> { +public: + /** Create a new dilated depthwise convolution engine. + */ + QAsymm8DilatedDepthwiseConvolution( + int n_batches, int n_input_rows, int n_input_cols, int n_channels, + int dilation_factor, 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); + + /** Create a new dilated depthwise convolution engine. + */ + QAsymm8DilatedDepthwiseConvolution( + int n_batches, int n_input_rows, int n_input_cols, int n_channels, + int dilation_factor, 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); + + /** Create a new dilated depthwise convolution engine. + */ + QAsymm8DilatedDepthwiseConvolution( + int n_batches, int n_input_rows, int n_input_cols, int n_channels, + int dilation_factor, 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); + + /** Create a new dilated depthwise convolution engine. + */ + QAsymm8DilatedDepthwiseConvolution( + int n_batches, int n_input_rows, int n_input_cols, int n_channels, + int dilation_factor, 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, + const qasymm8::QAsymm8RescaleParams& rescale_parameters, + unsigned int padding_top, unsigned int padding_left, + unsigned int padding_bottom, unsigned int padding_right); +}; + +} // namespace depthwise -- cgit v1.2.1