Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 1 | // |
Teresa Charlin | ee5872d | 2021-12-03 16:07:42 +0000 | [diff] [blame^] | 2 | // Copyright © 2019-2023 Arm Ltd and Contributors. All rights reserved. |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #pragma once |
| 7 | |
| 8 | #include "../ConversionUtils.hpp" |
Kevin May | 42477c1 | 2020-03-26 13:34:14 +0000 | [diff] [blame] | 9 | #include "../ConversionUtils_1_2.hpp" |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 10 | |
| 11 | #include <HalInterfaces.h> |
| 12 | |
Aron Virginas-Tar | fb2fa29 | 2019-07-04 11:59:48 +0100 | [diff] [blame] | 13 | #include <armnn/Types.hpp> |
| 14 | |
Kevin May | ec1e5b8 | 2020-02-26 17:00:39 +0000 | [diff] [blame] | 15 | namespace V1_2 = ::android::hardware::neuralnetworks::V1_2; |
| 16 | |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 17 | namespace armnn_driver |
| 18 | { |
Pablo Tello | 6bf3f43 | 2021-09-01 15:30:10 +0100 | [diff] [blame] | 19 | class DriverOptions; |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 20 | namespace hal_1_2 |
| 21 | { |
| 22 | |
| 23 | class HalPolicy |
| 24 | { |
| 25 | public: |
| 26 | using Model = V1_2::Model; |
| 27 | using Operand = V1_2::Operand; |
Aron Virginas-Tar | cd700e4 | 2019-06-14 14:54:52 +0100 | [diff] [blame] | 28 | using OperandLifeTime = V1_0::OperandLifeTime; |
| 29 | using OperandType = V1_2::OperandType; |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 30 | using Operation = V1_2::Operation; |
| 31 | using OperationType = V1_2::OperationType; |
| 32 | using ExecutionCallback = V1_2::IExecutionCallback; |
| 33 | using getSupportedOperations_cb = V1_2::IDevice::getSupportedOperations_1_2_cb; |
Kevin May | 42477c1 | 2020-03-26 13:34:14 +0000 | [diff] [blame] | 34 | using ErrorStatus = V1_0::ErrorStatus; |
Pablo Tello | 6bf3f43 | 2021-09-01 15:30:10 +0100 | [diff] [blame] | 35 | using DeviceType = V1_2::DeviceType; |
| 36 | |
| 37 | static DeviceType GetDeviceTypeFromOptions(const DriverOptions& options); |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 38 | |
| 39 | static bool ConvertOperation(const Operation& operation, const Model& model, ConversionData& data); |
Aron Virginas-Tar | 24e699d | 2019-06-17 14:47:46 +0100 | [diff] [blame] | 40 | |
| 41 | private: |
Francis Murtagh | 19fa0cc | 2019-11-19 12:06:47 +0000 | [diff] [blame] | 42 | static bool ConvertArgMinMax(const Operation& operation, |
| 43 | const Model& model, |
| 44 | ConversionData& data, |
| 45 | armnn::ArgMinMaxFunction argMinMaxFunction); |
| 46 | |
Sadik Armagan | 15d63e2 | 2019-07-26 16:59:35 +0100 | [diff] [blame] | 47 | static bool ConvertAveragePool2d(const Operation& operation, const Model& model, ConversionData& data); |
| 48 | |
Finn Williams | 23b87b3 | 2019-07-30 11:44:05 +0100 | [diff] [blame] | 49 | static bool ConvertBatchToSpaceNd(const Operation& operation, const Model& model, ConversionData& data); |
| 50 | |
Sadik Armagan | 92b5fd1 | 2021-04-26 09:52:06 +0100 | [diff] [blame] | 51 | static bool ConvertCast(const Operation& operation, const Model& model, ConversionData& data); |
| 52 | |
Teresa Charlin | 7f5b51e | 2021-09-01 14:19:38 +0100 | [diff] [blame] | 53 | static bool ConvertChannelShuffle(const Operation& operation, const Model& model, ConversionData& data); |
| 54 | |
Aron Virginas-Tar | 3e0982b | 2019-10-29 14:25:09 +0000 | [diff] [blame] | 55 | static bool ConvertComparison(const Operation& operation, |
| 56 | const Model& model, |
| 57 | ConversionData& data, |
| 58 | armnn::ComparisonOperation comparisonOperation); |
| 59 | |
Mike Kelly | b880520 | 2019-07-31 17:25:43 +0100 | [diff] [blame] | 60 | static bool ConvertConcatenation(const Operation& operation, const Model& model, ConversionData& data); |
| 61 | |
Aron Virginas-Tar | 24e699d | 2019-06-17 14:47:46 +0100 | [diff] [blame] | 62 | static bool ConvertConv2d(const Operation& operation, const Model& model, ConversionData& data); |
Aron Virginas-Tar | fb2fa29 | 2019-07-04 11:59:48 +0100 | [diff] [blame] | 63 | |
Aron Virginas-Tar | 8edb16d | 2019-10-01 13:34:59 +0100 | [diff] [blame] | 64 | static bool ConvertDepthToSpace(const Operation& operation, const Model& model, ConversionData& data); |
| 65 | |
Aron Virginas-Tar | 24e699d | 2019-06-17 14:47:46 +0100 | [diff] [blame] | 66 | static bool ConvertDepthwiseConv2d(const Operation& operation, const Model& model, ConversionData& data); |
Aron Virginas-Tar | fb2fa29 | 2019-07-04 11:59:48 +0100 | [diff] [blame] | 67 | |
Mike Kelly | 4627280 | 2019-08-14 17:00:48 +0100 | [diff] [blame] | 68 | static bool ConvertDequantize(const Operation& operation, const Model& model, ConversionData& data); |
| 69 | |
Narumol Prangnawarat | 85f9654 | 2019-09-12 16:26:29 +0100 | [diff] [blame] | 70 | static bool ConvertExpandDims(const Operation& operation, const Model& model, ConversionData& data); |
| 71 | |
Teresa Charlin | ee5872d | 2021-12-03 16:07:42 +0000 | [diff] [blame^] | 72 | static bool ConvertElementwiseBinary(const Operation& operation, |
| 73 | const Model& model, |
| 74 | ConversionData& data, |
| 75 | armnn::BinaryOperation binaryOperation); |
| 76 | |
josh minor | 00a963b | 2020-01-08 11:55:35 -0600 | [diff] [blame] | 77 | static bool ConvertElementwiseUnary(const Operation& operation, |
| 78 | const Model& model, |
| 79 | ConversionData& data, |
| 80 | armnn::UnaryOperation unaryOperation); |
| 81 | |
Mike Kelly | 4627280 | 2019-08-14 17:00:48 +0100 | [diff] [blame] | 82 | static bool ConvertFloor(const Operation& operation, const Model& model, ConversionData& data); |
| 83 | |
| 84 | static bool ConvertFullyConnected(const Operation& operation, const Model& model, ConversionData& data); |
| 85 | |
Teresa Charlin | f931af9 | 2020-04-10 16:46:53 +0100 | [diff] [blame] | 86 | static bool ConvertGather(const Operation& operation, const Model& model, ConversionData& data); |
| 87 | |
Teresa Charlin | 8f6429d | 2019-10-01 13:10:15 +0100 | [diff] [blame] | 88 | static bool ConvertGroupedConv2d(const Operation& operation, const Model& model, ConversionData& data); |
| 89 | |
Aron Virginas-Tar | a2a7380 | 2019-10-09 15:30:40 +0100 | [diff] [blame] | 90 | static bool ConvertInstanceNormalization(const Operation& operation, const Model& model, ConversionData& data); |
| 91 | |
Mike Kelly | 4627280 | 2019-08-14 17:00:48 +0100 | [diff] [blame] | 92 | static bool ConvertL2Normalization(const Operation& operation, const Model& model, ConversionData& data); |
| 93 | |
Sadik Armagan | 15d63e2 | 2019-07-26 16:59:35 +0100 | [diff] [blame] | 94 | static bool ConvertL2Pool2d(const Operation& operation, const Model& model, ConversionData& data); |
| 95 | |
Mike Kelly | 4627280 | 2019-08-14 17:00:48 +0100 | [diff] [blame] | 96 | static bool ConvertLocalResponseNormalization(const Operation& operation, |
| 97 | const Model& model, |
| 98 | ConversionData& data); |
| 99 | |
| 100 | static bool ConvertLogistic(const Operation& operation, const Model& model, ConversionData& data); |
| 101 | |
Aron Virginas-Tar | 75e6779 | 2019-10-15 13:33:03 +0100 | [diff] [blame] | 102 | static bool ConvertLogSoftmax(const Operation& operation, const Model& model, ConversionData& data); |
| 103 | |
Mike Kelly | 4627280 | 2019-08-14 17:00:48 +0100 | [diff] [blame] | 104 | static bool ConvertLstm(const Operation& operation, const Model& model, ConversionData& data); |
| 105 | |
Sadik Armagan | 15d63e2 | 2019-07-26 16:59:35 +0100 | [diff] [blame] | 106 | static bool ConvertMaxPool2d(const Operation& operation, const Model& model, ConversionData& data); |
| 107 | |
Sadik Armagan | 6a28453 | 2021-03-12 09:12:29 +0000 | [diff] [blame] | 108 | static bool ConvertMean(const Operation& operation, const Model& model, ConversionData& data); |
Mike Kelly | 4627280 | 2019-08-14 17:00:48 +0100 | [diff] [blame] | 109 | |
Aron Virginas-Tar | c921f6b | 2019-07-25 10:14:33 +0100 | [diff] [blame] | 110 | static bool ConvertPad(const Operation& operation, const Model& model, ConversionData& data); |
| 111 | |
Aron Virginas-Tar | cb8ac84 | 2019-07-05 15:47:07 +0100 | [diff] [blame] | 112 | static bool ConvertPadV2(const Operation& operation, const Model& model, ConversionData& data); |
| 113 | |
Matteo Martincigh | 17ffff3 | 2019-06-27 14:12:55 +0100 | [diff] [blame] | 114 | static bool ConvertPrelu(const Operation& operation, const Model& model, ConversionData& data); |
Aron Virginas-Tar | fb2fa29 | 2019-07-04 11:59:48 +0100 | [diff] [blame] | 115 | |
Sadik Armagan | 5a476a8 | 2019-07-30 09:43:18 +0100 | [diff] [blame] | 116 | static bool ConvertQuantize(const Operation& operation, const Model& model, ConversionData& data); |
| 117 | |
Sadik Armagan | 813f230 | 2020-05-19 14:10:30 +0100 | [diff] [blame] | 118 | static bool ConvertQuantized16BitLstm(const Operation& operation, const Model& model, ConversionData& data); |
Ellen Norris-Thompson | 7efb46d | 2019-07-24 17:39:19 +0100 | [diff] [blame] | 119 | |
Sadik Armagan | 6a28453 | 2021-03-12 09:12:29 +0000 | [diff] [blame] | 120 | static bool ConvertReduce(const Operation& operation, |
| 121 | const Model& model, |
| 122 | ConversionData& data, |
| 123 | ReduceOperation reduce_operation); |
| 124 | |
Sadik Armagan | 6111316 | 2019-07-25 09:09:40 +0100 | [diff] [blame] | 125 | static bool ConvertReLu(const Operation& operation, const Model& model, ConversionData& data); |
| 126 | |
| 127 | static bool ConvertReLu1(const Operation& operation, const Model& model, ConversionData& data); |
| 128 | |
| 129 | static bool ConvertReLu6(const Operation& operation, const Model& model, ConversionData& data); |
| 130 | |
Mike Kelly | 4627280 | 2019-08-14 17:00:48 +0100 | [diff] [blame] | 131 | static bool ConvertReshape(const Operation& operation, const Model& model, ConversionData& data); |
| 132 | |
Aron Virginas-Tar | fb2fa29 | 2019-07-04 11:59:48 +0100 | [diff] [blame] | 133 | static bool ConvertResize(const Operation& operation, |
| 134 | const Model& model, |
| 135 | ConversionData& data, |
| 136 | armnn::ResizeMethod resizeMethod); |
Keith Davis | a6bc52f | 2019-06-26 09:39:49 +0100 | [diff] [blame] | 137 | |
Francis Murtagh | 074c25a | 2019-07-22 16:40:57 +0100 | [diff] [blame] | 138 | static bool ConvertSoftmax(const Operation& operation, const Model& model, ConversionData& data); |
| 139 | |
Finn Williams | d74c505 | 2019-07-30 17:06:00 +0100 | [diff] [blame] | 140 | static bool ConvertSpaceToBatchNd(const Operation& operation, const Model& model, ConversionData& data); |
| 141 | |
Keith Davis | a6bc52f | 2019-06-26 09:39:49 +0100 | [diff] [blame] | 142 | static bool ConvertSpaceToDepth(const Operation& operation, const Model& model, ConversionData& data); |
Sadik Armagan | 6111316 | 2019-07-25 09:09:40 +0100 | [diff] [blame] | 143 | |
Sadik Armagan | 701d9a0 | 2019-09-04 15:16:18 +0100 | [diff] [blame] | 144 | static bool ConvertSqrt(const Operation& operation, const Model& model, ConversionData& data); |
| 145 | |
Mike Kelly | 4627280 | 2019-08-14 17:00:48 +0100 | [diff] [blame] | 146 | static bool ConvertSqueeze(const Operation& operation, const Model& model, ConversionData& data); |
| 147 | |
| 148 | static bool ConvertStridedSlice(const Operation& operation, const Model& model, ConversionData& data); |
| 149 | |
Sadik Armagan | 6111316 | 2019-07-25 09:09:40 +0100 | [diff] [blame] | 150 | static bool ConvertTanH(const Operation& operation, const Model& model, ConversionData& data); |
Ferran Balaguer | b2397fd | 2019-07-25 12:12:39 +0100 | [diff] [blame] | 151 | |
Mike Kelly | 4627280 | 2019-08-14 17:00:48 +0100 | [diff] [blame] | 152 | static bool ConvertTranspose(const Operation& operation, const Model& model, ConversionData& data); |
David Monahan | 613b49c | 2019-06-27 11:37:47 +0100 | [diff] [blame] | 153 | |
Aron Virginas-Tar | 8b99168 | 2019-07-31 12:54:59 +0100 | [diff] [blame] | 154 | static bool ConvertTransposeConv2d(const Operation& operation, const Model& model, ConversionData& data); |
Cathal Corbett | 0fa5e6d | 2022-01-21 16:55:13 +0000 | [diff] [blame] | 155 | |
| 156 | static bool ConvertUnidirectionalSequenceLstm(const Operation& operation, |
| 157 | const Model& model, |
| 158 | ConversionData& data); |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 159 | }; |
| 160 | |
| 161 | } // namespace hal_1_2 |
Matteo Martincigh | 17ffff3 | 2019-06-27 14:12:55 +0100 | [diff] [blame] | 162 | } // namespace armnn_driver |