arovir01 | b0717b5 | 2018-09-05 17:03:25 +0100 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2017 Arm Ltd. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include "HalPolicy.hpp" |
| 7 | |
Aron Virginas-Tar | 573a8fa | 2019-07-23 14:01:37 +0100 | [diff] [blame] | 8 | #include "Utils.hpp" |
Aron Virginas-Tar | 366e0a6 | 2019-07-10 13:01:41 +0100 | [diff] [blame] | 9 | |
arovir01 | b0717b5 | 2018-09-05 17:03:25 +0100 | [diff] [blame] | 10 | #include "../1.0/HalPolicy.hpp" |
| 11 | |
Éanna Ó Catháin | 2fc21f7 | 2019-05-13 11:01:33 +0100 | [diff] [blame] | 12 | namespace |
| 13 | { |
| 14 | static std::vector<V1_0::OperationType> opsEquivalentInV10({ |
| 15 | V1_0::OperationType::ADD, |
| 16 | V1_0::OperationType::AVERAGE_POOL_2D, |
| 17 | V1_0::OperationType::CONCATENATION, |
| 18 | V1_0::OperationType::CONV_2D, |
Aron Virginas-Tar | 8edb16d | 2019-10-01 13:34:59 +0100 | [diff] [blame] | 19 | V1_0::OperationType::DEPTH_TO_SPACE, |
Éanna Ó Catháin | 2fc21f7 | 2019-05-13 11:01:33 +0100 | [diff] [blame] | 20 | V1_0::OperationType::DEPTHWISE_CONV_2D, |
David Monahan | d5bfae1 | 2019-05-30 12:07:44 +0100 | [diff] [blame] | 21 | V1_0::OperationType::DEQUANTIZE, |
Éanna Ó Catháin | 2fc21f7 | 2019-05-13 11:01:33 +0100 | [diff] [blame] | 22 | V1_0::OperationType::FLOOR, |
| 23 | V1_0::OperationType::FULLY_CONNECTED, |
| 24 | V1_0::OperationType::LOCAL_RESPONSE_NORMALIZATION, |
| 25 | V1_0::OperationType::LOGISTIC, |
| 26 | V1_0::OperationType::LSTM, |
| 27 | V1_0::OperationType::L2_NORMALIZATION, |
| 28 | V1_0::OperationType::L2_POOL_2D, |
| 29 | V1_0::OperationType::MAX_POOL_2D, |
| 30 | V1_0::OperationType::MUL, |
| 31 | V1_0::OperationType::RELU, |
| 32 | V1_0::OperationType::RELU1, |
| 33 | V1_0::OperationType::RELU6, |
| 34 | V1_0::OperationType::SOFTMAX, |
Keith Davis | a6bc52f | 2019-06-26 09:39:49 +0100 | [diff] [blame] | 35 | V1_0::OperationType::SPACE_TO_DEPTH, |
Éanna Ó Catháin | 2fc21f7 | 2019-05-13 11:01:33 +0100 | [diff] [blame] | 36 | V1_0::OperationType::TANH, |
| 37 | V1_0::OperationType::RESHAPE, |
| 38 | V1_0::OperationType::RESIZE_BILINEAR, |
| 39 | }); |
| 40 | |
| 41 | bool CompliantWithVersion10(const V1_1::Operation & operation) |
| 42 | { |
| 43 | std::vector<V1_0::OperationType>::iterator it; |
| 44 | it = std::find(opsEquivalentInV10.begin(), opsEquivalentInV10.end(), |
| 45 | static_cast<V1_0::OperationType>(operation.type)); |
| 46 | |
| 47 | if(it != opsEquivalentInV10.end()) |
| 48 | { |
| 49 | return true; |
| 50 | } |
| 51 | return false; |
| 52 | } |
| 53 | |
| 54 | V1_0::Operation ConvertOperationToVersion10(const V1_1::Operation & operation) |
| 55 | { |
| 56 | V1_0::Operation v10Operation; |
| 57 | v10Operation.type = static_cast<V1_0::OperationType>(operation.type); |
| 58 | v10Operation.inputs = operation.inputs; |
| 59 | v10Operation.outputs = operation.outputs; |
| 60 | return v10Operation; |
| 61 | } |
| 62 | } |
| 63 | |
arovir01 | b0717b5 | 2018-09-05 17:03:25 +0100 | [diff] [blame] | 64 | namespace armnn_driver |
| 65 | { |
| 66 | namespace hal_1_1 |
| 67 | { |
| 68 | |
| 69 | bool HalPolicy::ConvertOperation(const Operation& operation, const Model& model, ConversionData& data) |
| 70 | { |
Éanna Ó Catháin | 2fc21f7 | 2019-05-13 11:01:33 +0100 | [diff] [blame] | 71 | if (CompliantWithVersion10(operation)) |
arovir01 | b0717b5 | 2018-09-05 17:03:25 +0100 | [diff] [blame] | 72 | { |
Éanna Ó Catháin | 2fc21f7 | 2019-05-13 11:01:33 +0100 | [diff] [blame] | 73 | hal_1_0::HalPolicy::Operation v10Operation = ConvertOperationToVersion10(operation); |
arovir01 | b0717b5 | 2018-09-05 17:03:25 +0100 | [diff] [blame] | 74 | hal_1_0::HalPolicy::Model v10Model = convertToV1_0(model); |
| 75 | |
| 76 | return hal_1_0::HalPolicy::ConvertOperation(v10Operation, v10Model, data); |
| 77 | } |
| 78 | else |
| 79 | { |
| 80 | switch (operation.type) |
| 81 | { |
| 82 | case V1_1::OperationType::DIV: |
| 83 | return ConvertDiv(operation, model, data); |
David Beck | 38e1294 | 2018-09-12 16:02:24 +0100 | [diff] [blame] | 84 | case V1_1::OperationType::SUB: |
| 85 | return ConvertSub(operation, model, data); |
narpra01 | 3c05256 | 2018-09-17 14:25:04 +0100 | [diff] [blame] | 86 | case V1_1::OperationType::MEAN: |
| 87 | return ConvertMean(operation, model, data); |
Nina Drozd | 62a4a9f | 2018-10-01 14:20:25 +0100 | [diff] [blame] | 88 | case V1_1::OperationType::PAD: |
Aron Virginas-Tar | c921f6b | 2019-07-25 10:14:33 +0100 | [diff] [blame] | 89 | return ConvertPad(operation, model, data); |
Nattapat Chaimanowong | 81a6834 | 2018-11-05 14:04:47 +0000 | [diff] [blame] | 90 | case V1_1::OperationType::SPACE_TO_BATCH_ND: |
| 91 | return ConvertSpaceToBatchNd(operation, model, data); |
saoste01 | b847148 | 2018-10-10 09:44:51 +0100 | [diff] [blame] | 92 | case V1_1::OperationType::SQUEEZE: |
| 93 | return ConvertSqueeze(operation, model, data); |
Sadik Armagan | 758eee8 | 2018-11-15 15:34:49 +0000 | [diff] [blame] | 94 | case V1_1::OperationType::STRIDED_SLICE: |
| 95 | return ConvertStridedSlice(operation, model, data); |
saoste01 | fe46315 | 2018-10-18 17:49:56 +0100 | [diff] [blame] | 96 | case V1_1::OperationType::TRANSPOSE: |
| 97 | return ConvertTranspose(operation, model, data); |
Éanna Ó Catháin | 2cd99b9 | 2018-11-14 14:33:52 +0000 | [diff] [blame] | 98 | case V1_1::OperationType::BATCH_TO_SPACE_ND: |
| 99 | return ConvertBatchToSpaceNd(operation, model, data); |
arovir01 | b0717b5 | 2018-09-05 17:03:25 +0100 | [diff] [blame] | 100 | default: |
| 101 | return Fail("%s: Operation type %s not supported in ArmnnDriver", |
| 102 | __func__, toString(operation.type).c_str()); |
| 103 | } |
| 104 | } |
| 105 | } |
| 106 | |
| 107 | bool HalPolicy::ConvertDiv(const Operation& operation, const Model& model, ConversionData& data) |
| 108 | { |
Aron Virginas-Tar | 29404fb | 2019-07-24 13:55:31 +0100 | [diff] [blame] | 109 | ALOGV("hal_1_1::HalPolicy::ConvertDiv()"); |
Mike Kelly | 4627280 | 2019-08-14 17:00:48 +0100 | [diff] [blame] | 110 | return ::ConvertDiv<hal_1_1::HalPolicy>(operation, model, data); |
arovir01 | b0717b5 | 2018-09-05 17:03:25 +0100 | [diff] [blame] | 111 | } |
| 112 | |
David Beck | 38e1294 | 2018-09-12 16:02:24 +0100 | [diff] [blame] | 113 | bool HalPolicy::ConvertSub(const Operation& operation, const Model& model, ConversionData& data) |
| 114 | { |
Aron Virginas-Tar | 29404fb | 2019-07-24 13:55:31 +0100 | [diff] [blame] | 115 | ALOGV("hal_1_1::HalPolicy::ConvertSub()"); |
Mike Kelly | 0a87936 | 2019-07-29 16:56:31 +0100 | [diff] [blame] | 116 | return ::ConvertSub<hal_1_1::HalPolicy>(operation, model, data); |
David Beck | 38e1294 | 2018-09-12 16:02:24 +0100 | [diff] [blame] | 117 | } |
| 118 | |
narpra01 | 3c05256 | 2018-09-17 14:25:04 +0100 | [diff] [blame] | 119 | bool HalPolicy::ConvertMean(const Operation& operation, const Model& model, ConversionData& data) |
| 120 | { |
Aron Virginas-Tar | 29404fb | 2019-07-24 13:55:31 +0100 | [diff] [blame] | 121 | ALOGV("hal_1_1::HalPolicy::ConvertMean()"); |
Mike Kelly | 4627280 | 2019-08-14 17:00:48 +0100 | [diff] [blame] | 122 | return ::ConvertMean<hal_1_1::HalPolicy>(operation, model, data); |
narpra01 | 3c05256 | 2018-09-17 14:25:04 +0100 | [diff] [blame] | 123 | } |
| 124 | |
Aron Virginas-Tar | c921f6b | 2019-07-25 10:14:33 +0100 | [diff] [blame] | 125 | bool HalPolicy::ConvertPad(const Operation& operation, const Model& model, ConversionData& data) |
| 126 | { |
| 127 | ALOGV("hal_1_1::HalPolicy::ConvertPad()"); |
| 128 | return ::ConvertPad<hal_1_1::HalPolicy>(operation, model, data); |
| 129 | } |
| 130 | |
Nattapat Chaimanowong | 81a6834 | 2018-11-05 14:04:47 +0000 | [diff] [blame] | 131 | bool HalPolicy::ConvertSpaceToBatchNd(const Operation& operation, const Model& model, ConversionData& data) |
| 132 | { |
Aron Virginas-Tar | 29404fb | 2019-07-24 13:55:31 +0100 | [diff] [blame] | 133 | ALOGV("hal_1_1::HalPolicy::ConvertSpaceToBatchNd()"); |
Finn Williams | d74c505 | 2019-07-30 17:06:00 +0100 | [diff] [blame] | 134 | return ::ConvertSpaceToBatchNd<hal_1_1::HalPolicy>(operation, model, data); |
Nattapat Chaimanowong | 81a6834 | 2018-11-05 14:04:47 +0000 | [diff] [blame] | 135 | } |
| 136 | |
saoste01 | b847148 | 2018-10-10 09:44:51 +0100 | [diff] [blame] | 137 | bool HalPolicy::ConvertSqueeze(const Operation& operation, const Model& model, ConversionData& data) |
| 138 | { |
Aron Virginas-Tar | 29404fb | 2019-07-24 13:55:31 +0100 | [diff] [blame] | 139 | ALOGV("hal_1_1::HalPolicy::ConvertSqueeze()"); |
Mike Kelly | 4627280 | 2019-08-14 17:00:48 +0100 | [diff] [blame] | 140 | return ::ConvertSqueeze<hal_1_1::HalPolicy>(operation, model, data); |
saoste01 | fe46315 | 2018-10-18 17:49:56 +0100 | [diff] [blame] | 141 | } |
| 142 | |
Sadik Armagan | 758eee8 | 2018-11-15 15:34:49 +0000 | [diff] [blame] | 143 | bool HalPolicy::ConvertStridedSlice(const Operation& operation, const Model& model, ConversionData& data) |
| 144 | { |
Aron Virginas-Tar | 29404fb | 2019-07-24 13:55:31 +0100 | [diff] [blame] | 145 | ALOGV("hal_1_1::HalPolicy::ConvertStridedSlice()"); |
Mike Kelly | 4627280 | 2019-08-14 17:00:48 +0100 | [diff] [blame] | 146 | return ::ConvertStridedSlice<hal_1_1::HalPolicy>(operation, model, data); |
Sadik Armagan | 758eee8 | 2018-11-15 15:34:49 +0000 | [diff] [blame] | 147 | } |
| 148 | |
saoste01 | fe46315 | 2018-10-18 17:49:56 +0100 | [diff] [blame] | 149 | bool HalPolicy::ConvertTranspose(const Operation& operation, const Model& model, ConversionData& data) |
| 150 | { |
Aron Virginas-Tar | 29404fb | 2019-07-24 13:55:31 +0100 | [diff] [blame] | 151 | ALOGV("hal_1_1::HalPolicy::ConvertTranspose()"); |
Mike Kelly | 4627280 | 2019-08-14 17:00:48 +0100 | [diff] [blame] | 152 | return ::ConvertTranspose<hal_1_1::HalPolicy>(operation, model, data); |
saoste01 | b847148 | 2018-10-10 09:44:51 +0100 | [diff] [blame] | 153 | } |
| 154 | |
Éanna Ó Catháin | 2cd99b9 | 2018-11-14 14:33:52 +0000 | [diff] [blame] | 155 | bool HalPolicy::ConvertBatchToSpaceNd(const Operation& operation, const Model& model, ConversionData& data) |
| 156 | { |
Aron Virginas-Tar | 29404fb | 2019-07-24 13:55:31 +0100 | [diff] [blame] | 157 | ALOGV("hal_1_1::HalPolicy::ConvertBatchToSpaceNd()"); |
Finn Williams | 23b87b3 | 2019-07-30 11:44:05 +0100 | [diff] [blame] | 158 | return ::ConvertBatchToSpaceNd<hal_1_1::HalPolicy>(operation, model, data); |
Éanna Ó Catháin | 2cd99b9 | 2018-11-14 14:33:52 +0000 | [diff] [blame] | 159 | } |
| 160 | |
arovir01 | b0717b5 | 2018-09-05 17:03:25 +0100 | [diff] [blame] | 161 | } // namespace hal_1_1 |
Ferran Balaguer | d30093c | 2019-07-09 17:04:47 +0100 | [diff] [blame] | 162 | } // namespace armnn_driver |