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