Kristofer Jonsson | 43ce491 | 2020-11-20 09:42:53 +0100 | [diff] [blame] | 1 | /* |
| 2 | * Copyright (c) 2020 Arm Limited. All rights reserved. |
| 3 | * |
| 4 | * SPDX-License-Identifier: Apache-2.0 |
| 5 | * |
| 6 | * Licensed under the Apache License, Version 2.0 (the License); you may |
| 7 | * not use this file except in compliance with the License. |
| 8 | * You may obtain a copy of the License at |
| 9 | * |
| 10 | * www.apache.org/licenses/LICENSE-2.0 |
| 11 | * |
| 12 | * Unless required by applicable law or agreed to in writing, software |
| 13 | * distributed under the License is distributed on an AS IS BASIS, WITHOUT |
| 14 | * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
| 15 | * See the License for the specific language governing permissions and |
| 16 | * limitations under the License. |
| 17 | */ |
| 18 | |
| 19 | /**************************************************************************** |
| 20 | * Includes |
| 21 | ****************************************************************************/ |
| 22 | |
| 23 | // FreeRTOS |
| 24 | #include "FreeRTOS.h" |
| 25 | #include "queue.h" |
| 26 | #include "task.h" |
| 27 | |
| 28 | // Ethos-U |
| 29 | #include "ethosu_driver.h" |
| 30 | #include "inference_process.hpp" |
| 31 | #include "uart.h" |
| 32 | |
| 33 | // System includes |
| 34 | #include <stdio.h> |
| 35 | |
| 36 | using namespace std; |
| 37 | using namespace InferenceProcess; |
| 38 | |
| 39 | /**************************************************************************** |
| 40 | * Defines |
| 41 | ****************************************************************************/ |
| 42 | |
| 43 | #define ETHOSU_BASE_ADDRESS 0x48102000 |
| 44 | |
| 45 | #define ETHOSU_IRQ 56 |
| 46 | |
| 47 | /**************************************************************************** |
| 48 | * InferenceJob |
| 49 | ****************************************************************************/ |
| 50 | |
| 51 | namespace { |
| 52 | |
| 53 | struct xInferenceJob : public InferenceJob { |
| 54 | QueueHandle_t queue; |
| 55 | bool status; |
| 56 | |
| 57 | xInferenceJob(); |
| 58 | xInferenceJob(const string &name, |
| 59 | const DataPtr &networkModel, |
| 60 | const vector<DataPtr> &input, |
| 61 | const vector<DataPtr> &output, |
| 62 | const vector<DataPtr> &expectedOutput, |
| 63 | size_t numBytesToPrint, |
| 64 | QueueHandle_t queue); |
| 65 | }; |
| 66 | |
| 67 | xInferenceJob::xInferenceJob() : InferenceJob(), queue(nullptr), status(false) {} |
| 68 | |
| 69 | xInferenceJob::xInferenceJob(const std::string &_name, |
| 70 | const DataPtr &_networkModel, |
| 71 | const std::vector<DataPtr> &_input, |
| 72 | const std::vector<DataPtr> &_output, |
| 73 | const std::vector<DataPtr> &_expectedOutput, |
| 74 | size_t _numBytesToPrint, |
| 75 | QueueHandle_t _queue) : |
| 76 | InferenceJob(_name, _networkModel, _input, _output, _expectedOutput, _numBytesToPrint), |
| 77 | queue(_queue), status(false) {} |
| 78 | |
| 79 | } // namespace |
| 80 | |
| 81 | /**************************************************************************** |
| 82 | * Functions |
| 83 | ****************************************************************************/ |
| 84 | |
| 85 | namespace { |
| 86 | |
| 87 | uint8_t networkModelData[] = { |
| 88 | 0x1C, 0x00, 0x00, 0x00, 0x54, 0x46, 0x4C, 0x33, 0x00, 0x00, 0x12, 0x00, 0x1C, 0x00, 0x04, 0x00, 0x08, 0x00, 0x0C, |
| 89 | 0x00, 0x10, 0x00, 0x14, 0x00, 0x00, 0x00, 0x18, 0x00, 0x12, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x14, 0x00, |
| 90 | 0x00, 0x00, 0x18, 0x00, 0x00, 0x00, 0x88, 0x00, 0x00, 0x00, 0x18, 0x00, 0x00, 0x00, 0x28, 0x00, 0x00, 0x00, 0x01, |
| 91 | 0x00, 0x00, 0x00, 0x44, 0x01, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x94, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, |
| 92 | 0x30, 0x02, 0x00, 0x00, 0x2C, 0x02, 0x00, 0x00, 0x28, 0x02, 0x00, 0x00, 0x40, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, |
| 93 | 0x00, 0x0C, 0x00, 0x00, 0x00, 0x08, 0x00, 0x0C, 0x00, 0x04, 0x00, 0x08, 0x00, 0x08, 0x00, 0x00, 0x00, 0x08, 0x00, |
| 94 | 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x13, 0x00, 0x00, 0x00, 0x6D, 0x69, 0x6E, 0x5F, 0x72, 0x75, 0x6E, 0x74, 0x69, |
| 95 | 0x6D, 0x65, 0x5F, 0x76, 0x65, 0x72, 0x73, 0x69, 0x6F, 0x6E, 0x00, 0x00, 0x00, 0x06, 0x00, 0x08, 0x00, 0x04, 0x00, |
| 96 | 0x06, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x31, 0x2E, 0x35, 0x2E, 0x30, 0x00, 0x00, |
| 97 | 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0F, 0x00, 0x00, 0x00, 0x4D, 0x4C, 0x49, 0x52, 0x20, 0x43, |
| 98 | 0x6F, 0x6E, 0x76, 0x65, 0x72, 0x74, 0x65, 0x64, 0x2E, 0x00, 0x00, 0x00, 0x0E, 0x00, 0x18, 0x00, 0x04, 0x00, 0x08, |
| 99 | 0x00, 0x0C, 0x00, 0x10, 0x00, 0x14, 0x00, 0x0E, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x1C, 0x00, 0x00, 0x00, |
| 100 | 0x20, 0x00, 0x00, 0x00, 0x24, 0x00, 0x00, 0x00, 0x28, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x14, 0x01, 0x00, |
| 101 | 0x00, 0x94, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x01, 0x00, |
| 102 | 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x1C, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x6D, 0x61, 0x69, 0x6E, 0x00, |
| 103 | 0x00, 0x0E, 0x00, 0x16, 0x00, 0x00, 0x00, 0x08, 0x00, 0x0C, 0x00, 0x07, 0x00, 0x10, 0x00, 0x0E, 0x00, 0x00, 0x00, |
| 104 | 0x00, 0x00, 0x00, 0x05, 0x38, 0x00, 0x00, 0x00, 0x2C, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0E, |
| 105 | 0x00, 0x14, 0x00, 0x00, 0x00, 0x10, 0x00, 0x0C, 0x00, 0x08, 0x00, 0x04, 0x00, 0x0E, 0x00, 0x00, 0x00, 0x02, 0x00, |
| 106 | 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x01, |
| 107 | 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0A, 0x00, 0x0C, 0x00, 0x07, 0x00, |
| 108 | 0x00, 0x00, 0x08, 0x00, 0x0A, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x11, 0x01, 0x00, 0x00, 0x00, 0x92, 0xFF, 0xFF, |
| 109 | 0xFF, 0x00, 0x00, 0x00, 0x03, 0x10, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x1C, 0x00, 0x00, 0x00, 0x38, 0x00, |
| 110 | 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x10, |
| 111 | 0x00, 0x00, 0x00, 0x1B, 0x00, 0x00, 0x00, 0x70, 0x6F, 0x6F, 0x6C, 0x30, 0x2F, 0x6D, 0x61, 0x78, 0x5F, 0x70, 0x6F, |
| 112 | 0x6F, 0x6C, 0x69, 0x6E, 0x67, 0x32, 0x64, 0x2F, 0x4D, 0x61, 0x78, 0x50, 0x6F, 0x6F, 0x6C, 0x00, 0x8C, 0xFF, 0xFF, |
| 113 | 0xFF, 0x08, 0x00, 0x00, 0x00, 0x0C, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x81, 0x80, 0x00, 0x3C, 0x01, 0x00, |
| 114 | 0x00, 0x00, 0x80, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0E, 0x00, 0x18, 0x00, 0x08, 0x00, 0x07, |
| 115 | 0x00, 0x0C, 0x00, 0x10, 0x00, 0x14, 0x00, 0x0E, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x03, 0x10, 0x00, 0x00, 0x00, |
| 116 | 0x01, 0x00, 0x00, 0x00, 0x1C, 0x00, 0x00, 0x00, 0x3C, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, |
| 117 | 0x00, 0x08, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x11, 0x00, 0x00, 0x00, 0x64, 0x61, |
| 118 | 0x74, 0x61, 0x30, 0x2F, 0x50, 0x6C, 0x61, 0x63, 0x65, 0x68, 0x6F, 0x6C, 0x64, 0x65, 0x72, 0x00, 0x00, 0x00, 0x0C, |
| 119 | 0x00, 0x0C, 0x00, 0x00, 0x00, 0x00, 0x00, 0x04, 0x00, 0x08, 0x00, 0x0C, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00, |
| 120 | 0x0C, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x81, 0x80, 0x00, 0x3C, 0x01, 0x00, 0x00, 0x00, 0x80, 0x00, 0x00, |
| 121 | 0x00, 0x00, 0x00, 0x00, 0x00, 0x04, 0x00, 0x04, 0x00, 0x04, 0x00, 0x00, 0x00}; |
| 122 | |
| 123 | uint8_t inputData[] = { |
| 124 | 0xAC, 0x0A, 0x7F, 0x8C, 0x2F, 0xAA, 0xC4, 0x97, 0x75, 0xA6, 0x16, 0xB7, 0xC0, 0xCC, 0x21, 0xD8, 0x43, 0xB3, 0x4E, |
| 125 | 0x9A, 0xFB, 0x52, 0xA2, 0xDB, 0xC3, 0x76, 0x7D, 0x8B, 0x67, 0x7D, 0xE5, 0xD8, 0x09, 0xA4, 0x74, 0x6C, 0xD3, 0xDE, |
| 126 | 0xA1, 0x9F, 0x15, 0x51, 0x59, 0xA5, 0xF2, 0xD6, 0x66, 0x62, 0x24, 0xB7, 0x05, 0x70, 0x57, 0x3A, 0x2B, 0x4C, 0x46, |
| 127 | 0x3C, 0x4B, 0xE4, 0xD8, 0xBD, 0x84, 0x0E, 0x58, 0x9A, 0xB2, 0xF6, 0x8C, 0xCD, 0xCC, 0x45, 0x3A, 0x39, 0x29, 0x62, |
| 128 | 0xC1, 0x42, 0x48, 0x7A, 0xE6, 0x7D, 0xAE, 0xCA, 0x27, 0x4A, 0xEA, 0xCF, 0x57, 0xA8, 0x65, 0x87, 0xAE, 0xC8, 0xDF, |
| 129 | 0x7A, 0x58, 0x5E, 0x6B, 0x91, 0x51, 0x8B, 0x8D, 0x64, 0xA5, 0xE6, 0xF3, 0xEC, 0x19, 0x42, 0x09, 0xD6, 0x4D, 0x6B, |
| 130 | 0x2F, 0x12, 0x48, 0x98, 0x5F, 0x56, 0x09, 0x1B, 0x4E, 0x16, 0x94, 0x97, 0xEE, 0xA5, 0x73, 0x08, 0x2D, 0x05, 0xD0, |
| 131 | 0x13, 0x45, 0x5E, 0xF3, 0x92, 0x26, 0xD5, 0xC5, 0x1E, 0x08, 0xF5, 0xFE, 0x47, 0x35, 0xC7, 0x4F, 0x07, 0xEE, 0x23, |
| 132 | 0xAF, 0x1D, 0xB9, 0xDE, 0xC0, 0x09, 0xBE, 0xDE, 0x52, 0xBB, 0x86, 0xFA, 0x63, 0x60, 0x3E, 0x79, 0xD8, 0xA7, 0x95, |
| 133 | 0xCC, 0xB1, 0x7C, 0x08, 0xCD, 0xF3, 0x82, 0x23, 0x76, 0x1D, 0x03, 0x3E, 0x85, 0x93, 0xC2, 0xD0, 0xC7, 0x93, 0x0C, |
| 134 | 0xCB, 0xAD, 0x8E, 0x3B, 0x47, 0x1E, 0xA7, 0x61, 0x7B, 0xB8, 0x20, 0xDD, 0xD1, 0xA3, 0xC1, 0x3F, 0xFF, 0x94, 0x09, |
| 135 | 0xCD, 0xB2, 0x24, 0xB9, 0x4A, 0x91, 0x89, 0x7F, 0xD2, 0xD5, 0xF1, 0x20, 0xA2, 0x34, 0xC2, 0x1F, 0xDA, 0x97, 0x85, |
| 136 | 0xCA, 0xC2, 0x1C, 0x1B, 0xF4, 0x48, 0x27, 0x6A, 0x97, 0xE0, 0x3D, 0x79, 0xA3, 0xEA, 0xB9, 0x43, 0xFE, 0x79, 0xB3, |
| 137 | 0x2F, 0xCB, 0x2D, 0x34, 0xC6, 0x72, 0xAB, 0xA6, 0xBC, 0xB7, 0x44, 0xC6, 0x74, 0x1C, 0xD8, 0x6F, 0x37, 0x22, 0xE3, |
| 138 | 0x84, 0x91, 0x80, 0xA8, 0x9D, 0x22, 0x80, 0x68, 0xCF, 0x04, 0xA4, 0xE7, 0xFA, 0x52, 0x35, 0x5C, 0x1D, 0x9E, 0x85, |
| 139 | 0x17, 0x51, 0x26, 0x26, 0x4E, 0xB2, 0x9C, 0xE8, 0x0D, 0xEA, 0x38, 0xF4, 0x62, 0xEF, 0x9D, 0x11, 0xF1, 0xF0, 0x62, |
| 140 | 0x4F, 0x79, 0x99, 0xF1, 0x84, 0xB1, 0x10, 0xE7, 0x69, 0xC6, 0x8B, 0xAE, 0x2A, 0xEC, 0x2F, 0x73, 0xBA, 0xB5, 0x08, |
| 141 | 0x5C, 0x1F, 0xBA, 0xF1, 0x9C, 0x78, 0x53, 0xE1, 0x6F, 0x01, 0x51, 0x00, 0xE7, 0x41, 0xF5, 0x97, 0xB2, 0xE7, 0x6F, |
| 142 | 0x6A, 0x19, 0xA9, 0xEF, 0x6A, 0x0F, 0x39, 0x68, 0x45, 0xF8, 0x23, 0x39, 0xB1, 0xAA, 0x66, 0x2F, 0x34, 0xA7, 0x77, |
| 143 | 0xEC, 0xAE, 0xAB, 0x0B, 0xBB, 0xC0, 0x2B, 0xAE, 0xA1, 0xDB, 0x35, 0x52, 0xDC, 0xAF, 0x5B, 0x5B, 0x50, 0x01, 0x21, |
| 144 | 0x80, 0xF7, 0x2C, 0xC0, 0x8E, 0xE9, 0xBF, 0x50, 0x63, 0xCA, 0x9A, 0x9B, 0x35, 0x26, 0x1C, 0x5D, 0x8C, 0x4B, 0x36, |
| 145 | 0x53, 0x79, 0x6A, 0xF8, 0x91, 0xAA, 0x3F, 0xD6, 0x09, 0x54, 0x30, 0x48, 0x70, 0xCB, 0xC8, 0x5F, 0xA2, 0x44, 0x11, |
| 146 | 0x06, 0xFD, 0x06, 0xB3, 0x7D, 0xF5, 0xC4, 0x9B, 0x1F, 0x1A, 0x2F, 0x44, 0x1D, 0xA7, 0x7F, 0xF2, 0x78, 0x35, 0xF4, |
| 147 | 0x37, 0x93, 0xA2, 0x83, 0x94, 0x4B, 0x29, 0xCC, 0xF3, 0xCB, 0xFE, 0x64, 0x1B, 0x32, 0xA7, 0xB4, 0x24, 0xF4, 0x94, |
| 148 | 0xE8, 0xB7, 0xD7, 0x40, 0x4E, 0x0F, 0x14, 0x6A, 0x8F, 0x24, 0x60, 0x77, 0x94, 0xC6, 0x85, 0x79, 0xE3, 0xAC, 0x92, |
| 149 | 0x3E, 0xBA, 0x5B, 0x9E, 0x9F, 0x17, 0x3B, 0xB2, 0x28, 0xCF, 0xAA, 0x87, 0x56, 0x8D, 0x8B, 0x41, 0x1C, 0x75, 0x91, |
| 150 | 0xBC, 0xAC, 0x55, 0x37, 0x05, 0xA8, 0x30, 0x22, 0x34, 0x51, 0x31, 0xF5, 0x5F, 0x23, 0x45, 0xA6, 0x41, 0xC7, 0xA9, |
| 151 | 0x38, 0x53, 0x32, 0xA3, 0x16, 0x17, 0xF3, 0xC0, 0xC5, 0x64, 0x5E, 0x5F, 0x5C, 0x9B, 0xA9, 0xC5, 0x9C, 0x2C, 0xD2, |
| 152 | 0x5E, 0x6E, 0x79, 0x03, 0x00, 0xA1, 0xDB, 0x18, 0x71, 0xD7, 0x72, 0x9F, 0xB2, 0x8E, 0x83, 0xD6, 0x24, 0xF5, 0x74, |
| 153 | 0xAC, 0xA2, 0xE7, 0x99, 0x18, 0x30, 0x63, 0xD1, 0xF8, 0x5D, 0x3F, 0xF9, 0xF9, 0x83, 0x49, 0xD1, 0xE0, 0x62, 0x86, |
| 154 | 0xF9, 0x77, 0x2A, 0xBE, 0x76, 0x82, 0xCD, 0x03, 0x0D, 0xFA, 0x70, 0x51, 0x43, 0x0E, 0xE7, 0x27, 0xD7, 0x9A, 0x95, |
| 155 | 0x2B, 0x7F, 0x73, 0xC9, 0x60, 0x40, 0xBD, 0x7F, 0xE9, 0x1D, 0x05, 0x00, 0x36, 0x08, 0x0A, 0x8A, 0xF7, 0x13, 0x71, |
| 156 | 0x72, 0x09, 0x66, 0x48, 0x2B, 0x32, 0xC6, 0xFA, 0xBA, 0x33, 0xC5, 0x1E, 0x7F, 0x8D, 0x04, 0x5C, 0x17, 0xD8, 0xCF, |
| 157 | 0x4B, 0xBB, 0xD6, 0x1B, 0x7B, 0x82, 0xF0, 0x64, 0x1E, 0x79, 0x19, 0x4C, 0xB0, 0x62, 0x58, 0x67, 0x51, 0x3E, 0xDE, |
| 158 | 0x66, 0xE1, 0xA3, 0x23, 0x0D, 0x6A, 0xDE, 0x7A, 0x11, 0xEB, 0x7B, 0xF8, 0x6B, 0x10, 0xC3, 0xA7, 0x81, 0x37, 0x52, |
| 159 | 0xDA, 0x45, 0xB1, 0xAE, 0x37, 0xB0, 0x90, 0xE3, 0xCA, 0x0C, 0x91, 0x94, 0x5C, 0x77, 0xDD, 0xD1, 0x90, 0xF0, 0x43, |
| 160 | 0x32, 0xCA, 0x4B, 0x82, 0x9B, 0x95, 0xF3, 0x85, 0x0E, 0x5B, 0xAE, 0xEA, 0x29, 0x7C, 0x0C, 0x18, 0x3A, 0xFC, 0xD0, |
| 161 | 0xEB, 0xC1, 0x3A, 0x71, 0x93, 0x24, 0xDC, 0x46, 0x15, 0x0A, 0x5B, 0xE6, 0xED, 0x56, 0x90, 0x18, 0x47, 0x2B, 0xBC, |
| 162 | 0x8D, 0x51, 0x68, 0x33, 0x65, 0x02, 0x0B, 0x68, 0xDB, 0xAA, 0x02, 0xBB, 0xA3, 0xD7, 0x33, 0x81, 0xBD, 0x21, 0x50, |
| 163 | 0x34, 0xAD, 0xA5, 0x20, 0x38, 0x61, 0xB7, 0xB6, 0x14, 0x65, 0xD7, 0x80, 0x84, 0x16, 0x4A, 0x26, 0x5B, 0xC5, 0x43, |
| 164 | 0x13, 0xA1, 0xE5, 0x2E, 0xAE, 0x94, 0xD7, 0x65, 0x2A, 0xB6, 0x25, 0x96, 0x73, 0xB5, 0x85, 0x8D, 0xB8, 0xC4, 0x25, |
| 165 | 0x05, 0xBC, 0x89, 0x39, 0x2A, 0xE8, 0x69, 0x35, 0xD4, 0x4D, 0xBE, 0xAB, 0x5E, 0x1E, 0xB9, 0x33, 0x01, 0x18, 0x35, |
| 166 | 0x7D, 0x25, 0x7D, 0x62, 0x85, 0xAD, 0x02, 0x83, 0xD2, 0x91, 0x03, 0x3E, 0x1F, 0x45, 0x5E, 0x20, 0x28, 0xB4, 0xE2, |
| 167 | 0xAC, 0x35, 0xBC, 0x6B, 0x97, 0xD9, 0x49, 0x0D, 0xFD, 0x51, 0xF6, 0x70, 0xF7, 0xEB, 0x6E, 0x28, 0x49, 0xAE, 0x3F, |
| 168 | 0x48, 0x35, 0x90, 0xC1, 0x13, 0x0C, 0x7F, 0x93, 0x5F, 0xB2, 0x66, 0x65, 0x48, 0x0F, 0x90, 0x97, 0x9A, 0xC5, 0x62, |
| 169 | 0xE5, 0xC2, 0x19, 0x7F, 0x92, 0xF8, 0x54, 0x90, 0xA3, 0xB4, 0xE0, 0x1B, 0x39, 0x43, 0xE9, 0x3C, 0xE4, 0xEC, 0x5B, |
| 170 | 0xE7, 0xF3, 0x3D, 0x1F, 0x18, 0xAE, 0x0E, 0xCF, 0x76, 0x72, 0x60, 0x9F, 0xFE, 0x72, 0x04, 0x3D, 0xAE, 0xD8, 0xC3, |
| 171 | 0x9F, 0x83, 0xFA, 0xED, 0x12, 0x11, 0xB3, 0x8B, 0x68, 0xBF, 0x1D, 0xFC, 0xD3, 0x24, 0x4C, 0x56, 0xAA, 0x5B, 0xC4, |
| 172 | 0xCD, 0x0D, 0x55, 0xD0, 0x79, 0x0B, 0x6D, 0x69, 0x6D, 0x66, 0x81, 0x65, 0x4B, 0x93, 0xE9, 0xAC, 0xB8, 0xFA, 0x8F, |
| 173 | 0xE1, 0x10, 0xA6, 0xF2, 0x3F, 0x98, 0x4C, 0xCE, 0x94, 0x9D, 0x13, 0x2F, 0x50, 0x95, 0x68, 0xB9, 0xE1, 0x6E, 0x84, |
| 174 | 0x25, 0xF7, 0x19, 0xC0, 0x49, 0xB1, 0xD0, 0xA5, 0xA5, 0x96, 0xBC, 0x43, 0xAA, 0xB9, 0x79, 0x07, 0xE0, 0xA8, 0x76, |
| 175 | 0xCB, 0x56, 0x80, 0x75, 0x34, 0x80, 0x88, 0xBD, 0xE5, 0xC1, 0xF4, 0x53, 0x36, 0x04, 0x3B, 0xA1, 0x8A, 0xDC, 0xA4, |
| 176 | 0x68, 0x27, 0x16, 0x65, 0xA0, 0xC3, 0x81, 0x6C, 0xE4, 0x3C, 0x6A, 0x9E, 0xFB, 0x95, 0x3C, 0x9B, 0xFB, 0xEA, 0x90, |
| 177 | 0x79, 0x79, 0xD8, 0xE9, 0x04, 0x46, 0x95, 0x5A, 0x78, 0xD5, 0x01, 0x34, 0x4D, 0x1F, 0xA9, 0x50, 0xB7}; |
| 178 | |
| 179 | uint8_t expectedData[] = { |
| 180 | 0xFE, 0xB3, 0x7F, 0xC7, 0xFB, 0xAA, 0xEE, 0xDB, 0xF3, 0xA6, 0xB9, 0xDE, 0xC5, 0xCC, 0xE5, 0xF5, 0xF3, 0xBB, 0x86, |
| 181 | 0xFA, 0xD3, 0xDE, 0xA1, 0x9F, 0xD8, 0xC2, 0xD0, 0xE4, 0xF2, 0xD6, 0xCB, 0xCD, 0xE6, 0xCD, 0xB2, 0xF6, 0xB9, 0xCD, |
| 182 | 0xEA, 0xCF, 0x7F, 0xDD, 0xD5, 0xF1, 0xC1, 0xC8, 0xFF, 0xC2, 0xA3, 0xEA, 0xB9, 0x91, 0xFE, 0xC2, 0xB3, 0x64, 0xF4, |
| 183 | 0xE6, 0xF3, 0xEC, 0x97, 0xE0, 0xEE, 0xD6, 0xB7, 0xE9, 0xF8, 0x91, 0xAA, 0xE7, 0xFA, 0x9B, 0x54, 0xE3, 0x84, 0x9E, |
| 184 | 0xCB, 0xC8, 0x9D, 0xA2, 0x7F, 0xF2, 0xB2, 0xFD, 0xF4, 0xB3, 0xEA, 0xF5, 0xF4, 0xC6, 0xEF, 0xAE, 0xCC, 0xF3, 0xF0, |
| 185 | 0xFE, 0xBA, 0xF5, 0x97, 0xB2, 0xE7, 0xC6, 0xF4, 0x9C, 0xE8, 0xEF, 0xE1, 0x6F, 0xBA, 0x68, 0x9E, 0xF8, 0xAE, 0xA1, |
| 186 | 0xDB, 0xAA, 0xCF, 0xDC, 0xAF, 0xA7, 0x8D, 0xF5, 0xAE, 0xAB, 0x80, 0xF7, 0xC0, 0xC7, 0xC5, 0xF8, 0x6B, 0xD2, 0xC3, |
| 187 | 0xDE, 0x81, 0xF3, 0xC0, 0xDA, 0xDB, 0xB1, 0xDE, 0xD7, 0xB0, 0xEB, 0xE3, 0xCA, 0xF9, 0xF9, 0x94, 0xF5, 0xD1, 0xEA, |
| 188 | 0xD1, 0xE7, 0xF9, 0x77, 0x3A, 0xFC, 0xD1, 0xF8, 0xCD, 0xBC, 0x8D, 0xFA, 0x7F, 0xE9, 0x65, 0x15, 0xE7, 0x68, 0xE6, |
| 189 | 0xED, 0x95, 0xF7, 0xA3, 0xD7, 0x80, 0xD8, 0xCF, 0x4B, 0xBB, 0xD6, 0xC6, 0xFA, 0xBA, 0xF0, 0xE5, 0xB7, 0xB6, 0x94, |
| 190 | 0xD7, 0xD7, 0xED, 0xB6, 0x55, 0xD4, 0x8B, 0xBE, 0xBF, 0x8D, 0xFC, 0xD3, 0x81, 0x65, 0xBC, 0xAA, 0xE9, 0xC4, 0xE2, |
| 191 | 0xFA, 0xB9, 0xE1, 0x6E, 0xA6, 0xF2, 0xF7, 0x98, 0xFD, 0xCE, 0xF6, 0xD0, 0xF7, 0xEB, 0xB4, 0xBD, 0xE5, 0xC1, 0xF4, |
| 192 | 0x9A, 0xC5, 0xE0, 0xE5, 0xC2, 0xCB, 0xDC, 0xA4, 0xF8, 0xB2, 0x90, 0xA3, 0xB4, 0xE0, 0xE9, 0x72, 0xE4, 0xE9, 0xFE, |
| 193 | 0xE4, 0xFB, 0x95, 0xE7, 0xF3, 0xFB, 0xEA, 0x90, 0xFA}; |
| 194 | |
| 195 | void ethosuIrqHandler() { |
| 196 | ethosu_irq_handler(); |
| 197 | } |
| 198 | |
| 199 | void inferenceProcessTask(void *pvParameters) { |
| 200 | QueueHandle_t queue = reinterpret_cast<QueueHandle_t>(pvParameters); |
| 201 | |
| 202 | class InferenceProcess inferenceProcess; |
| 203 | |
| 204 | while (true) { |
| 205 | xInferenceJob *job; |
| 206 | |
| 207 | // Wait for inference job |
| 208 | xQueueReceive(queue, &job, portMAX_DELAY); |
| 209 | printf("Received inference job. job=%p, name=%s\n", job, job->name.c_str()); |
| 210 | |
| 211 | bool status = inferenceProcess.runJob(*job); |
| 212 | job->status = status; |
| 213 | |
| 214 | // Return inference job response |
| 215 | xQueueSend(job->queue, &job, portMAX_DELAY); |
| 216 | } |
| 217 | |
| 218 | vTaskDelete(NULL); |
| 219 | } |
| 220 | |
| 221 | void inferenceJobTask(void *pvParameters) { |
| 222 | QueueHandle_t inferenceProcessQueue = reinterpret_cast<QueueHandle_t>(pvParameters); |
| 223 | |
| 224 | // Create queue for response messages |
| 225 | QueueHandle_t senderQueue = xQueueCreate(10, sizeof(xInferenceJob *)); |
| 226 | |
| 227 | // Inference job |
| 228 | DataPtr networkModel(networkModelData, sizeof(networkModelData)); |
| 229 | DataPtr input(inputData, sizeof(inputData)); |
| 230 | DataPtr expected(expectedData, sizeof(expectedData)); |
| 231 | |
| 232 | xInferenceJob job; |
| 233 | xInferenceJob *j = &job; |
| 234 | job.name = "19_08_01"; |
| 235 | job.networkModel = networkModel; |
| 236 | job.input.push_back(input); |
| 237 | job.expectedOutput.push_back(expected); |
| 238 | job.queue = senderQueue; |
| 239 | |
| 240 | // Send job |
| 241 | printf("Sending inference job\n"); |
| 242 | xQueueSend(inferenceProcessQueue, &j, portMAX_DELAY); |
| 243 | |
| 244 | // Wait for response |
| 245 | xQueueReceive(senderQueue, &j, portMAX_DELAY); |
| 246 | printf("Received inference job response. status=%u\n", j->status); |
| 247 | |
| 248 | vTaskDelete(NULL); |
| 249 | } |
| 250 | |
| 251 | } // namespace |
| 252 | |
| 253 | int main() { |
| 254 | // Initialize UART driver |
| 255 | uart_init(); |
| 256 | |
| 257 | // Initialize Ethos-U driver |
| 258 | if (ethosu_init(reinterpret_cast<const void *>(ETHOSU_BASE_ADDRESS))) { |
| 259 | printf("Failed to initialize Arm Ethos-U.\n"); |
| 260 | return 1; |
| 261 | } |
| 262 | |
| 263 | NVIC_SetVector(static_cast<IRQn_Type>(ETHOSU_IRQ), reinterpret_cast<uint32_t>(ðosuIrqHandler)); |
| 264 | NVIC_EnableIRQ(static_cast<IRQn_Type>(ETHOSU_IRQ)); |
| 265 | |
| 266 | // Inference process |
| 267 | QueueHandle_t inferenceProcessQueue = xQueueCreate(10, sizeof(xInferenceJob *)); |
| 268 | xTaskCreate(inferenceProcessTask, "inferenceProcess", 2 * 1024, inferenceProcessQueue, 1, nullptr); |
| 269 | |
| 270 | // Inference job task |
| 271 | xTaskCreate(inferenceJobTask, "inferenceJob", 2 * 1024, inferenceProcessQueue, 2, nullptr); |
| 272 | |
| 273 | // Run the scheduler |
| 274 | vTaskStartScheduler(); |
| 275 | |
| 276 | return 0; |
| 277 | } |