/* * 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. */ #include "depthwise_quantized_dilated.hpp" #include "impl_dilated.hpp" namespace depthwise { template QAsymm8DilatedDepthwiseConvolution:: 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) : QAsymm8DilatedDepthwiseConvolution( n_batches, n_input_rows, n_input_cols, n_channels, dilation_factor, QAsymm8DilatedDepthwiseConvolution::get_output_size( n_input_rows, padding_top, padding_bottom, dilation_factor), QAsymm8DilatedDepthwiseConvolution::get_output_size( n_input_cols, padding_left, padding_right, dilation_factor), activation, weight_quantisation, input_quantisation, output_quantisation, padding_top, padding_left, padding_bottom, padding_right) {} template QAsymm8DilatedDepthwiseConvolution:: 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) : QAsymm8DilatedDepthwiseConvolution( n_batches, n_input_rows, n_input_cols, n_channels, dilation_factor, n_output_rows, n_output_cols, activation, weight_quantisation, input_quantisation, output_quantisation, qasymm8::QAsymm8RescaleParams::make_rescale_params( weight_quantisation, input_quantisation, output_quantisation), padding_top, padding_left, padding_bottom, padding_right) {} template QAsymm8DilatedDepthwiseConvolution:: 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) : QAsymm8DilatedDepthwiseConvolution( n_batches, n_input_rows, n_input_cols, n_channels, dilation_factor, QAsymm8DilatedDepthwiseConvolution::get_output_size( n_input_rows, padding_top, padding_bottom, dilation_factor), QAsymm8DilatedDepthwiseConvolution::get_output_size( n_input_cols, padding_left, padding_right, dilation_factor), activation, weight_quantisation, input_quantisation, output_quantisation, rescale_parameters, padding_top, padding_left, padding_bottom, padding_right) {} template QAsymm8DilatedDepthwiseConvolution:: 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) : DilatedDepthwiseConvolution( n_batches, n_input_rows, n_input_cols, n_channels, dilation_factor, n_output_rows, n_output_cols, activation, padding_top, padding_left, padding_bottom, padding_right, [weight_quantisation, input_quantisation, output_quantisation, rescale_parameters]( const int n_batches, const int n_input_rows, const int n_input_cols, const int n_channels, const int n_output_rows, const int n_output_cols, const nck::ActivationFunction activation, const unsigned int padding_top, const unsigned int padding_left, const unsigned int padding_bottom, const unsigned int padding_right) -> IDepthwiseConvolution * { return new QAsymm8DepthwiseConvolution< OutputTileRows, OutputTileCols, KernelRows, KernelCols, StrideRows, StrideCols>( n_batches, n_input_rows, n_input_cols, n_channels, n_output_rows, n_output_cols, activation, weight_quantisation, input_quantisation, output_quantisation, rescale_parameters, padding_top, padding_left, padding_bottom, padding_right); }) {} } // namespace depthwise template class depthwise::QAsymm8DilatedDepthwiseConvolution<2, 2, 3, 3, 1, 1>; template class depthwise::QAsymm8DilatedDepthwiseConvolution<2, 2, 3, 3, 2, 2>; template class depthwise::QAsymm8DilatedDepthwiseConvolution<2, 2, 5, 5, 1, 1>; template class depthwise::QAsymm8DilatedDepthwiseConvolution<2, 2, 5, 5, 2, 2>;