1 /* 2 * Copyright (c) 2019 Arm Limited. 3 * 4 * SPDX-License-Identifier: MIT 5 * 6 * Permission is hereby granted, free of charge, to any person obtaining a copy 7 * of this software and associated documentation files (the "Software"), to 8 * deal in the Software without restriction, including without limitation the 9 * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or 10 * sell copies of the Software, and to permit persons to whom the Software is 11 * furnished to do so, subject to the following conditions: 12 * 13 * The above copyright notice and this permission notice shall be included in all 14 * copies or substantial portions of the Software. 15 * 16 * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 17 * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 18 * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 19 * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 20 * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 21 * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 22 * SOFTWARE. 23 */ 24 25 #pragma once 26 #include "depthwise_dilated.hpp" 27 #include "depthwise_quantized.hpp" 28 29 namespace depthwise { 30 31 template <unsigned int OutputTileRows, unsigned int OutputTileCols, 32 unsigned int KernelRows, unsigned int KernelCols, 33 unsigned int StrideRows, unsigned int StrideCols> 34 class QAsymm8DilatedDepthwiseConvolution 35 : public DilatedDepthwiseConvolution< 36 OutputTileRows, OutputTileCols, KernelRows, KernelCols, StrideRows, 37 StrideCols, uint8_t, int32_t, uint8_t> { 38 public: 39 /** Create a new dilated depthwise convolution engine. 40 */ 41 QAsymm8DilatedDepthwiseConvolution( 42 int n_batches, int n_input_rows, int n_input_cols, int n_channels, 43 int dilation_factor, nck::ActivationFunction activation, 44 const qasymm8::QAsymm8Params &weight_quantisation, 45 const qasymm8::QAsymm8Params &input_quantisation, 46 const qasymm8::QAsymm8Params &output_quantisation, 47 unsigned int padding_top, unsigned int padding_left, 48 unsigned int padding_bottom, unsigned int padding_right); 49 50 /** Create a new dilated depthwise convolution engine. 51 */ 52 QAsymm8DilatedDepthwiseConvolution( 53 int n_batches, int n_input_rows, int n_input_cols, int n_channels, 54 int dilation_factor, int n_output_rows, int n_output_cols, 55 nck::ActivationFunction activation, 56 const qasymm8::QAsymm8Params &weight_quantisation, 57 const qasymm8::QAsymm8Params &input_quantisation, 58 const qasymm8::QAsymm8Params &output_quantisation, 59 unsigned int padding_top, unsigned int padding_left, 60 unsigned int padding_bottom, unsigned int padding_right); 61 62 /** Create a new dilated depthwise convolution engine. 63 */ 64 QAsymm8DilatedDepthwiseConvolution( 65 int n_batches, int n_input_rows, int n_input_cols, int n_channels, 66 int dilation_factor, nck::ActivationFunction activation, 67 const qasymm8::QAsymm8Params &weight_quantisation, 68 const qasymm8::QAsymm8Params &input_quantisation, 69 const qasymm8::QAsymm8Params &output_quantisation, 70 const qasymm8::QAsymm8RescaleParams &rescale_parameters, 71 unsigned int padding_top, unsigned int padding_left, 72 unsigned int padding_bottom, unsigned int padding_right); 73 74 /** Create a new dilated depthwise convolution engine. 75 */ 76 QAsymm8DilatedDepthwiseConvolution( 77 int n_batches, int n_input_rows, int n_input_cols, int n_channels, 78 int dilation_factor, int n_output_rows, int n_output_cols, 79 nck::ActivationFunction activation, 80 const qasymm8::QAsymm8Params &weight_quantisation, 81 const qasymm8::QAsymm8Params &input_quantisation, 82 const qasymm8::QAsymm8Params &output_quantisation, 83 const qasymm8::QAsymm8RescaleParams& rescale_parameters, 84 unsigned int padding_top, unsigned int padding_left, 85 unsigned int padding_bottom, unsigned int padding_right); 86 }; 87 88 } // namespace depthwise 89