Laurent Carlier | 749294b | 2020-06-01 09:03:17 +0100 | [diff] [blame] | 1 | // |
Colm Donelan | 18e6f04 | 2023-01-24 22:10:12 +0000 | [diff] [blame] | 2 | // Copyright © 2022-2023 Arm Ltd and Contributors. All rights reserved. |
David Beck | ecb56cd | 2018-09-05 12:52:57 +0100 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 4 | // |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 5 | |
Jan Eilers | 4527490 | 2020-10-15 18:34:43 +0100 | [diff] [blame] | 6 | #include "ExecuteNetworkProgramOptions.hpp" |
Teresa Charlin | 83b4291 | 2022-07-07 14:24:59 +0100 | [diff] [blame] | 7 | #include "ArmNNExecutor.hpp" |
Narumol Prangnawarat | 46e574e | 2023-05-05 16:39:05 +0100 | [diff] [blame^] | 8 | #if defined(ARMNN_TFLITE_DELEGATE) || defined(ARMNN_TFLITE_OPAQUE_DELEGATE) |
Teresa Charlin | 83b4291 | 2022-07-07 14:24:59 +0100 | [diff] [blame] | 9 | #include "TfliteExecutor.hpp" |
| 10 | #endif |
Jan Eilers | 4527490 | 2020-10-15 18:34:43 +0100 | [diff] [blame] | 11 | #include <armnn/Logging.hpp> |
Jan Eilers | 4527490 | 2020-10-15 18:34:43 +0100 | [diff] [blame] | 12 | |
Nikhil Raj Arm | f4ccb1f | 2022-07-05 09:29:18 +0000 | [diff] [blame] | 13 | |
Teresa Charlin | 83b4291 | 2022-07-07 14:24:59 +0100 | [diff] [blame] | 14 | std::unique_ptr<IExecutor> BuildExecutor(ProgramOptions& programOptions) |
Nikhil Raj Arm | f4ccb1f | 2022-07-05 09:29:18 +0000 | [diff] [blame] | 15 | { |
Narumol Prangnawarat | 46e574e | 2023-05-05 16:39:05 +0100 | [diff] [blame^] | 16 | if (programOptions.m_ExNetParams.m_TfLiteExecutor == |
| 17 | ExecuteNetworkParams::TfLiteExecutor::ArmNNTfLiteOpaqueDelegate || |
| 18 | programOptions.m_ExNetParams.m_TfLiteExecutor == ExecuteNetworkParams::TfLiteExecutor::ArmNNTfLiteDelegate || |
Teresa Charlin | 83b4291 | 2022-07-07 14:24:59 +0100 | [diff] [blame] | 19 | programOptions.m_ExNetParams.m_TfLiteExecutor == ExecuteNetworkParams::TfLiteExecutor::TfliteInterpreter) |
Nikhil Raj Arm | f4ccb1f | 2022-07-05 09:29:18 +0000 | [diff] [blame] | 20 | { |
Narumol Prangnawarat | 46e574e | 2023-05-05 16:39:05 +0100 | [diff] [blame^] | 21 | #if defined(ARMNN_TFLITE_DELEGATE) || defined(ARMNN_TFLITE_OPAQUE_DELEGATE) |
Colm Donelan | 35a0689 | 2023-02-06 15:01:57 +0000 | [diff] [blame] | 22 | return std::make_unique<TfLiteExecutor>(programOptions.m_ExNetParams, programOptions.m_RuntimeOptions); |
Teresa Charlin | 83b4291 | 2022-07-07 14:24:59 +0100 | [diff] [blame] | 23 | #else |
| 24 | ARMNN_LOG(fatal) << "Not built with Arm NN Tensorflow-Lite delegate support."; |
Colm Donelan | 18e6f04 | 2023-01-24 22:10:12 +0000 | [diff] [blame] | 25 | return nullptr; |
Teresa Charlin | 83b4291 | 2022-07-07 14:24:59 +0100 | [diff] [blame] | 26 | #endif |
Sadik Armagan | 19a1c03 | 2021-01-20 12:17:00 +0000 | [diff] [blame] | 27 | } |
Finn Williams | f806c4d | 2021-02-22 15:13:12 +0000 | [diff] [blame] | 28 | else |
| 29 | { |
Teresa Charlin | 83b4291 | 2022-07-07 14:24:59 +0100 | [diff] [blame] | 30 | return std::make_unique<ArmNNExecutor>(programOptions.m_ExNetParams, programOptions.m_RuntimeOptions); |
Finn Williams | f806c4d | 2021-02-22 15:13:12 +0000 | [diff] [blame] | 31 | } |
Jan Eilers | 4527490 | 2020-10-15 18:34:43 +0100 | [diff] [blame] | 32 | } |
| 33 | |
James Conroy | 7b4886f | 2019-04-11 10:23:58 +0100 | [diff] [blame] | 34 | // MAIN |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 35 | int main(int argc, const char* argv[]) |
| 36 | { |
| 37 | // Configures logging for both the ARMNN library and this test program. |
Teresa Charlin | 83b4291 | 2022-07-07 14:24:59 +0100 | [diff] [blame] | 38 | #ifdef NDEBUG |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 39 | armnn::LogSeverity level = armnn::LogSeverity::Info; |
Teresa Charlin | 83b4291 | 2022-07-07 14:24:59 +0100 | [diff] [blame] | 40 | #else |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 41 | armnn::LogSeverity level = armnn::LogSeverity::Debug; |
Teresa Charlin | 83b4291 | 2022-07-07 14:24:59 +0100 | [diff] [blame] | 42 | #endif |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 43 | armnn::ConfigureLogging(true, true, level); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 44 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 45 | |
Jan Eilers | 4527490 | 2020-10-15 18:34:43 +0100 | [diff] [blame] | 46 | // Get ExecuteNetwork parameters and runtime options from command line |
Jan Eilers | f17fcd5 | 2021-07-26 22:20:00 +0100 | [diff] [blame] | 47 | // This might throw an InvalidArgumentException if the user provided invalid inputs |
Teresa Charlin | 83b4291 | 2022-07-07 14:24:59 +0100 | [diff] [blame] | 48 | ProgramOptions programOptions; |
| 49 | try |
| 50 | { |
| 51 | programOptions.ParseOptions(argc, argv); |
| 52 | } |
| 53 | catch (const std::exception& e) |
| 54 | { |
Jan Eilers | f17fcd5 | 2021-07-26 22:20:00 +0100 | [diff] [blame] | 55 | ARMNN_LOG(fatal) << e.what(); |
| 56 | return EXIT_FAILURE; |
| 57 | } |
Narumol Prangnawarat | d8cc811 | 2020-03-24 13:54:05 +0000 | [diff] [blame] | 58 | |
Teresa Charlin | 83b4291 | 2022-07-07 14:24:59 +0100 | [diff] [blame] | 59 | std::vector<const void*> outputResults; |
Colm Donelan | 7804481 | 2022-09-27 16:46:09 +0100 | [diff] [blame] | 60 | std::unique_ptr<IExecutor> executor; |
| 61 | try |
Keith Davis | f487486 | 2021-08-09 16:49:18 +0100 | [diff] [blame] | 62 | { |
Colm Donelan | 7804481 | 2022-09-27 16:46:09 +0100 | [diff] [blame] | 63 | executor = BuildExecutor(programOptions); |
Colm Donelan | 18e6f04 | 2023-01-24 22:10:12 +0000 | [diff] [blame] | 64 | if ((!executor) || (executor->m_constructionFailed)) |
Colm Donelan | 7804481 | 2022-09-27 16:46:09 +0100 | [diff] [blame] | 65 | { |
| 66 | return EXIT_FAILURE; |
| 67 | } |
| 68 | } |
| 69 | catch (const std::exception& e) |
| 70 | { |
| 71 | ARMNN_LOG(fatal) << e.what(); |
Keith Davis | f487486 | 2021-08-09 16:49:18 +0100 | [diff] [blame] | 72 | return EXIT_FAILURE; |
| 73 | } |
| 74 | |
Colm Donelan | 7804481 | 2022-09-27 16:46:09 +0100 | [diff] [blame] | 75 | |
Teresa Charlin | 83b4291 | 2022-07-07 14:24:59 +0100 | [diff] [blame] | 76 | executor->PrintNetworkInfo(); |
| 77 | outputResults = executor->Execute(); |
Jan Eilers | 4527490 | 2020-10-15 18:34:43 +0100 | [diff] [blame] | 78 | |
Teresa Charlin | 83b4291 | 2022-07-07 14:24:59 +0100 | [diff] [blame] | 79 | if (!programOptions.m_ExNetParams.m_ComparisonComputeDevices.empty() || |
| 80 | programOptions.m_ExNetParams.m_CompareWithTflite) |
Finn Williams | d7fcafa | 2020-04-23 17:55:18 +0100 | [diff] [blame] | 81 | { |
Teresa Charlin | 83b4291 | 2022-07-07 14:24:59 +0100 | [diff] [blame] | 82 | ExecuteNetworkParams comparisonParams = programOptions.m_ExNetParams; |
| 83 | comparisonParams.m_ComputeDevices = programOptions.m_ExNetParams.m_ComparisonComputeDevices; |
| 84 | |
| 85 | if (programOptions.m_ExNetParams.m_CompareWithTflite) |
Finn Williams | f806c4d | 2021-02-22 15:13:12 +0000 | [diff] [blame] | 86 | { |
Teresa Charlin | 83b4291 | 2022-07-07 14:24:59 +0100 | [diff] [blame] | 87 | comparisonParams.m_TfLiteExecutor = ExecuteNetworkParams::TfLiteExecutor::TfliteInterpreter; |
Finn Williams | f806c4d | 2021-02-22 15:13:12 +0000 | [diff] [blame] | 88 | } |
Teresa Charlin | 83b4291 | 2022-07-07 14:24:59 +0100 | [diff] [blame] | 89 | |
| 90 | auto comparisonExecutor = BuildExecutor(programOptions); |
| 91 | |
| 92 | if (!comparisonExecutor) |
Sadik Armagan | 5d03e31 | 2020-11-17 16:43:56 +0000 | [diff] [blame] | 93 | { |
Sadik Armagan | 5d03e31 | 2020-11-17 16:43:56 +0000 | [diff] [blame] | 94 | return EXIT_FAILURE; |
Sadik Armagan | 5d03e31 | 2020-11-17 16:43:56 +0000 | [diff] [blame] | 95 | } |
Teresa Charlin | 83b4291 | 2022-07-07 14:24:59 +0100 | [diff] [blame] | 96 | |
| 97 | comparisonExecutor->PrintNetworkInfo(); |
| 98 | comparisonExecutor->Execute(); |
| 99 | |
| 100 | comparisonExecutor->CompareAndPrintResult(outputResults); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 101 | } |
| 102 | } |