Georgios Pinitas | 30271c7 | 2019-06-24 14:56:34 +0100 | [diff] [blame] | 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 |