targets/corstone-300/main.cpp

/*
 * Copyright (c) 2020 Arm Limited. All rights reserved.
 *
 * SPDX-License-Identifier: Apache-2.0
 *
 * Licensed under the Apache License, Version 2.0 (the License); you may
 * not use this file except in compliance with the License.
 * You may obtain a copy of the License at
 *
 * www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing, software
 * distributed under the License is distributed on an AS IS BASIS, WITHOUT
 * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 * See the License for the specific language governing permissions and
 * limitations under the License.
 */

/****************************************************************************
 * Includes
 ****************************************************************************/

// FreeRTOS
#include "FreeRTOS.h"
#include "queue.h"
#include "task.h"

// Ethos-U
#include "ethosu_driver.h"
#include "inference_process.hpp"
#include "uart.h"

// System includes
#include <stdio.h>

using namespace std;
using namespace InferenceProcess;

/****************************************************************************
 * Defines
 ****************************************************************************/

#define ETHOSU_BASE_ADDRESS 0x48102000

#define ETHOSU_IRQ 56

/****************************************************************************
 * InferenceJob
 ****************************************************************************/

namespace {

struct xInferenceJob : public InferenceJob {
    QueueHandle_t queue;
    bool status;

    xInferenceJob();
    xInferenceJob(const string &name,
                  const DataPtr &networkModel,
                  const vector<DataPtr> &input,
                  const vector<DataPtr> &output,
                  const vector<DataPtr> &expectedOutput,
                  size_t numBytesToPrint,
                  QueueHandle_t queue);
};

xInferenceJob::xInferenceJob() : InferenceJob(), queue(nullptr), status(false) {}

xInferenceJob::xInferenceJob(const std::string &_name,
                             const DataPtr &_networkModel,
                             const std::vector<DataPtr> &_input,
                             const std::vector<DataPtr> &_output,
                             const std::vector<DataPtr> &_expectedOutput,
                             size_t _numBytesToPrint,
                             QueueHandle_t _queue) :
    InferenceJob(_name, _networkModel, _input, _output, _expectedOutput, _numBytesToPrint),
    queue(_queue), status(false) {}

} // namespace

/****************************************************************************
 * Functions
 ****************************************************************************/

namespace {

uint8_t networkModelData[] = {
    0x1C, 0x00, 0x00, 0x00, 0x54, 0x46, 0x4C, 0x33, 0x00, 0x00, 0x12, 0x00, 0x1C, 0x00, 0x04, 0x00, 0x08, 0x00, 0x0C,
    0x00, 0x10, 0x00, 0x14, 0x00, 0x00, 0x00, 0x18, 0x00, 0x12, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x14, 0x00,
    0x00, 0x00, 0x18, 0x00, 0x00, 0x00, 0x88, 0x00, 0x00, 0x00, 0x18, 0x00, 0x00, 0x00, 0x28, 0x00, 0x00, 0x00, 0x01,
    0x00, 0x00, 0x00, 0x44, 0x01, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x94, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
    0x30, 0x02, 0x00, 0x00, 0x2C, 0x02, 0x00, 0x00, 0x28, 0x02, 0x00, 0x00, 0x40, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00,
    0x00, 0x0C, 0x00, 0x00, 0x00, 0x08, 0x00, 0x0C, 0x00, 0x04, 0x00, 0x08, 0x00, 0x08, 0x00, 0x00, 0x00, 0x08, 0x00,
    0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x13, 0x00, 0x00, 0x00, 0x6D, 0x69, 0x6E, 0x5F, 0x72, 0x75, 0x6E, 0x74, 0x69,
    0x6D, 0x65, 0x5F, 0x76, 0x65, 0x72, 0x73, 0x69, 0x6F, 0x6E, 0x00, 0x00, 0x00, 0x06, 0x00, 0x08, 0x00, 0x04, 0x00,
    0x06, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x31, 0x2E, 0x35, 0x2E, 0x30, 0x00, 0x00,
    0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0F, 0x00, 0x00, 0x00, 0x4D, 0x4C, 0x49, 0x52, 0x20, 0x43,
    0x6F, 0x6E, 0x76, 0x65, 0x72, 0x74, 0x65, 0x64, 0x2E, 0x00, 0x00, 0x00, 0x0E, 0x00, 0x18, 0x00, 0x04, 0x00, 0x08,
    0x00, 0x0C, 0x00, 0x10, 0x00, 0x14, 0x00, 0x0E, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x1C, 0x00, 0x00, 0x00,
    0x20, 0x00, 0x00, 0x00, 0x24, 0x00, 0x00, 0x00, 0x28, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x14, 0x01, 0x00,
    0x00, 0x94, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x01, 0x00,
    0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x1C, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x6D, 0x61, 0x69, 0x6E, 0x00,
    0x00, 0x0E, 0x00, 0x16, 0x00, 0x00, 0x00, 0x08, 0x00, 0x0C, 0x00, 0x07, 0x00, 0x10, 0x00, 0x0E, 0x00, 0x00, 0x00,
    0x00, 0x00, 0x00, 0x05, 0x38, 0x00, 0x00, 0x00, 0x2C, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0E,
    0x00, 0x14, 0x00, 0x00, 0x00, 0x10, 0x00, 0x0C, 0x00, 0x08, 0x00, 0x04, 0x00, 0x0E, 0x00, 0x00, 0x00, 0x02, 0x00,
    0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x01,
    0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0A, 0x00, 0x0C, 0x00, 0x07, 0x00,
    0x00, 0x00, 0x08, 0x00, 0x0A, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x11, 0x01, 0x00, 0x00, 0x00, 0x92, 0xFF, 0xFF,
    0xFF, 0x00, 0x00, 0x00, 0x03, 0x10, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x1C, 0x00, 0x00, 0x00, 0x38, 0x00,
    0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x10,
    0x00, 0x00, 0x00, 0x1B, 0x00, 0x00, 0x00, 0x70, 0x6F, 0x6F, 0x6C, 0x30, 0x2F, 0x6D, 0x61, 0x78, 0x5F, 0x70, 0x6F,
    0x6F, 0x6C, 0x69, 0x6E, 0x67, 0x32, 0x64, 0x2F, 0x4D, 0x61, 0x78, 0x50, 0x6F, 0x6F, 0x6C, 0x00, 0x8C, 0xFF, 0xFF,
    0xFF, 0x08, 0x00, 0x00, 0x00, 0x0C, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x81, 0x80, 0x00, 0x3C, 0x01, 0x00,
    0x00, 0x00, 0x80, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0E, 0x00, 0x18, 0x00, 0x08, 0x00, 0x07,
    0x00, 0x0C, 0x00, 0x10, 0x00, 0x14, 0x00, 0x0E, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x03, 0x10, 0x00, 0x00, 0x00,
    0x01, 0x00, 0x00, 0x00, 0x1C, 0x00, 0x00, 0x00, 0x3C, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00,
    0x00, 0x08, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x11, 0x00, 0x00, 0x00, 0x64, 0x61,
    0x74, 0x61, 0x30, 0x2F, 0x50, 0x6C, 0x61, 0x63, 0x65, 0x68, 0x6F, 0x6C, 0x64, 0x65, 0x72, 0x00, 0x00, 0x00, 0x0C,
    0x00, 0x0C, 0x00, 0x00, 0x00, 0x00, 0x00, 0x04, 0x00, 0x08, 0x00, 0x0C, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00,
    0x0C, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x81, 0x80, 0x00, 0x3C, 0x01, 0x00, 0x00, 0x00, 0x80, 0x00, 0x00,
    0x00, 0x00, 0x00, 0x00, 0x00, 0x04, 0x00, 0x04, 0x00, 0x04, 0x00, 0x00, 0x00};

uint8_t inputData[] = {
    0xAC, 0x0A, 0x7F, 0x8C, 0x2F, 0xAA, 0xC4, 0x97, 0x75, 0xA6, 0x16, 0xB7, 0xC0, 0xCC, 0x21, 0xD8, 0x43, 0xB3, 0x4E,
    0x9A, 0xFB, 0x52, 0xA2, 0xDB, 0xC3, 0x76, 0x7D, 0x8B, 0x67, 0x7D, 0xE5, 0xD8, 0x09, 0xA4, 0x74, 0x6C, 0xD3, 0xDE,
    0xA1, 0x9F, 0x15, 0x51, 0x59, 0xA5, 0xF2, 0xD6, 0x66, 0x62, 0x24, 0xB7, 0x05, 0x70, 0x57, 0x3A, 0x2B, 0x4C, 0x46,
    0x3C, 0x4B, 0xE4, 0xD8, 0xBD, 0x84, 0x0E, 0x58, 0x9A, 0xB2, 0xF6, 0x8C, 0xCD, 0xCC, 0x45, 0x3A, 0x39, 0x29, 0x62,
    0xC1, 0x42, 0x48, 0x7A, 0xE6, 0x7D, 0xAE, 0xCA, 0x27, 0x4A, 0xEA, 0xCF, 0x57, 0xA8, 0x65, 0x87, 0xAE, 0xC8, 0xDF,
    0x7A, 0x58, 0x5E, 0x6B, 0x91, 0x51, 0x8B, 0x8D, 0x64, 0xA5, 0xE6, 0xF3, 0xEC, 0x19, 0x42, 0x09, 0xD6, 0x4D, 0x6B,
    0x2F, 0x12, 0x48, 0x98, 0x5F, 0x56, 0x09, 0x1B, 0x4E, 0x16, 0x94, 0x97, 0xEE, 0xA5, 0x73, 0x08, 0x2D, 0x05, 0xD0,
    0x13, 0x45, 0x5E, 0xF3, 0x92, 0x26, 0xD5, 0xC5, 0x1E, 0x08, 0xF5, 0xFE, 0x47, 0x35, 0xC7, 0x4F, 0x07, 0xEE, 0x23,
    0xAF, 0x1D, 0xB9, 0xDE, 0xC0, 0x09, 0xBE, 0xDE, 0x52, 0xBB, 0x86, 0xFA, 0x63, 0x60, 0x3E, 0x79, 0xD8, 0xA7, 0x95,
    0xCC, 0xB1, 0x7C, 0x08, 0xCD, 0xF3, 0x82, 0x23, 0x76, 0x1D, 0x03, 0x3E, 0x85, 0x93, 0xC2, 0xD0, 0xC7, 0x93, 0x0C,
    0xCB, 0xAD, 0x8E, 0x3B, 0x47, 0x1E, 0xA7, 0x61, 0x7B, 0xB8, 0x20, 0xDD, 0xD1, 0xA3, 0xC1, 0x3F, 0xFF, 0x94, 0x09,
    0xCD, 0xB2, 0x24, 0xB9, 0x4A, 0x91, 0x89, 0x7F, 0xD2, 0xD5, 0xF1, 0x20, 0xA2, 0x34, 0xC2, 0x1F, 0xDA, 0x97, 0x85,
    0xCA, 0xC2, 0x1C, 0x1B, 0xF4, 0x48, 0x27, 0x6A, 0x97, 0xE0, 0x3D, 0x79, 0xA3, 0xEA, 0xB9, 0x43, 0xFE, 0x79, 0xB3,
    0x2F, 0xCB, 0x2D, 0x34, 0xC6, 0x72, 0xAB, 0xA6, 0xBC, 0xB7, 0x44, 0xC6, 0x74, 0x1C, 0xD8, 0x6F, 0x37, 0x22, 0xE3,
    0x84, 0x91, 0x80, 0xA8, 0x9D, 0x22, 0x80, 0x68, 0xCF, 0x04, 0xA4, 0xE7, 0xFA, 0x52, 0x35, 0x5C, 0x1D, 0x9E, 0x85,
    0x17, 0x51, 0x26, 0x26, 0x4E, 0xB2, 0x9C, 0xE8, 0x0D, 0xEA, 0x38, 0xF4, 0x62, 0xEF, 0x9D, 0x11, 0xF1, 0xF0, 0x62,
    0x4F, 0x79, 0x99, 0xF1, 0x84, 0xB1, 0x10, 0xE7, 0x69, 0xC6, 0x8B, 0xAE, 0x2A, 0xEC, 0x2F, 0x73, 0xBA, 0xB5, 0x08,
    0x5C, 0x1F, 0xBA, 0xF1, 0x9C, 0x78, 0x53, 0xE1, 0x6F, 0x01, 0x51, 0x00, 0xE7, 0x41, 0xF5, 0x97, 0xB2, 0xE7, 0x6F,
    0x6A, 0x19, 0xA9, 0xEF, 0x6A, 0x0F, 0x39, 0x68, 0x45, 0xF8, 0x23, 0x39, 0xB1, 0xAA, 0x66, 0x2F, 0x34, 0xA7, 0x77,
    0xEC, 0xAE, 0xAB, 0x0B, 0xBB, 0xC0, 0x2B, 0xAE, 0xA1, 0xDB, 0x35, 0x52, 0xDC, 0xAF, 0x5B, 0x5B, 0x50, 0x01, 0x21,
    0x80, 0xF7, 0x2C, 0xC0, 0x8E, 0xE9, 0xBF, 0x50, 0x63, 0xCA, 0x9A, 0x9B, 0x35, 0x26, 0x1C, 0x5D, 0x8C, 0x4B, 0x36,
    0x53, 0x79, 0x6A, 0xF8, 0x91, 0xAA, 0x3F, 0xD6, 0x09, 0x54, 0x30, 0x48, 0x70, 0xCB, 0xC8, 0x5F, 0xA2, 0x44, 0x11,
    0x06, 0xFD, 0x06, 0xB3, 0x7D, 0xF5, 0xC4, 0x9B, 0x1F, 0x1A, 0x2F, 0x44, 0x1D, 0xA7, 0x7F, 0xF2, 0x78, 0x35, 0xF4,
    0x37, 0x93, 0xA2, 0x83, 0x94, 0x4B, 0x29, 0xCC, 0xF3, 0xCB, 0xFE, 0x64, 0x1B, 0x32, 0xA7, 0xB4, 0x24, 0xF4, 0x94,
    0xE8, 0xB7, 0xD7, 0x40, 0x4E, 0x0F, 0x14, 0x6A, 0x8F, 0x24, 0x60, 0x77, 0x94, 0xC6, 0x85, 0x79, 0xE3, 0xAC, 0x92,
    0x3E, 0xBA, 0x5B, 0x9E, 0x9F, 0x17, 0x3B, 0xB2, 0x28, 0xCF, 0xAA, 0x87, 0x56, 0x8D, 0x8B, 0x41, 0x1C, 0x75, 0x91,
    0xBC, 0xAC, 0x55, 0x37, 0x05, 0xA8, 0x30, 0x22, 0x34, 0x51, 0x31, 0xF5, 0x5F, 0x23, 0x45, 0xA6, 0x41, 0xC7, 0xA9,
    0x38, 0x53, 0x32, 0xA3, 0x16, 0x17, 0xF3, 0xC0, 0xC5, 0x64, 0x5E, 0x5F, 0x5C, 0x9B, 0xA9, 0xC5, 0x9C, 0x2C, 0xD2,
    0x5E, 0x6E, 0x79, 0x03, 0x00, 0xA1, 0xDB, 0x18, 0x71, 0xD7, 0x72, 0x9F, 0xB2, 0x8E, 0x83, 0xD6, 0x24, 0xF5, 0x74,
    0xAC, 0xA2, 0xE7, 0x99, 0x18, 0x30, 0x63, 0xD1, 0xF8, 0x5D, 0x3F, 0xF9, 0xF9, 0x83, 0x49, 0xD1, 0xE0, 0x62, 0x86,
    0xF9, 0x77, 0x2A, 0xBE, 0x76, 0x82, 0xCD, 0x03, 0x0D, 0xFA, 0x70, 0x51, 0x43, 0x0E, 0xE7, 0x27, 0xD7, 0x9A, 0x95,
    0x2B, 0x7F, 0x73, 0xC9, 0x60, 0x40, 0xBD, 0x7F, 0xE9, 0x1D, 0x05, 0x00, 0x36, 0x08, 0x0A, 0x8A, 0xF7, 0x13, 0x71,
    0x72, 0x09, 0x66, 0x48, 0x2B, 0x32, 0xC6, 0xFA, 0xBA, 0x33, 0xC5, 0x1E, 0x7F, 0x8D, 0x04, 0x5C, 0x17, 0xD8, 0xCF,
    0x4B, 0xBB, 0xD6, 0x1B, 0x7B, 0x82, 0xF0, 0x64, 0x1E, 0x79, 0x19, 0x4C, 0xB0, 0x62, 0x58, 0x67, 0x51, 0x3E, 0xDE,
    0x66, 0xE1, 0xA3, 0x23, 0x0D, 0x6A, 0xDE, 0x7A, 0x11, 0xEB, 0x7B, 0xF8, 0x6B, 0x10, 0xC3, 0xA7, 0x81, 0x37, 0x52,
    0xDA, 0x45, 0xB1, 0xAE, 0x37, 0xB0, 0x90, 0xE3, 0xCA, 0x0C, 0x91, 0x94, 0x5C, 0x77, 0xDD, 0xD1, 0x90, 0xF0, 0x43,
    0x32, 0xCA, 0x4B, 0x82, 0x9B, 0x95, 0xF3, 0x85, 0x0E, 0x5B, 0xAE, 0xEA, 0x29, 0x7C, 0x0C, 0x18, 0x3A, 0xFC, 0xD0,
    0xEB, 0xC1, 0x3A, 0x71, 0x93, 0x24, 0xDC, 0x46, 0x15, 0x0A, 0x5B, 0xE6, 0xED, 0x56, 0x90, 0x18, 0x47, 0x2B, 0xBC,
    0x8D, 0x51, 0x68, 0x33, 0x65, 0x02, 0x0B, 0x68, 0xDB, 0xAA, 0x02, 0xBB, 0xA3, 0xD7, 0x33, 0x81, 0xBD, 0x21, 0x50,
    0x34, 0xAD, 0xA5, 0x20, 0x38, 0x61, 0xB7, 0xB6, 0x14, 0x65, 0xD7, 0x80, 0x84, 0x16, 0x4A, 0x26, 0x5B, 0xC5, 0x43,
    0x13, 0xA1, 0xE5, 0x2E, 0xAE, 0x94, 0xD7, 0x65, 0x2A, 0xB6, 0x25, 0x96, 0x73, 0xB5, 0x85, 0x8D, 0xB8, 0xC4, 0x25,
    0x05, 0xBC, 0x89, 0x39, 0x2A, 0xE8, 0x69, 0x35, 0xD4, 0x4D, 0xBE, 0xAB, 0x5E, 0x1E, 0xB9, 0x33, 0x01, 0x18, 0x35,
    0x7D, 0x25, 0x7D, 0x62, 0x85, 0xAD, 0x02, 0x83, 0xD2, 0x91, 0x03, 0x3E, 0x1F, 0x45, 0x5E, 0x20, 0x28, 0xB4, 0xE2,
    0xAC, 0x35, 0xBC, 0x6B, 0x97, 0xD9, 0x49, 0x0D, 0xFD, 0x51, 0xF6, 0x70, 0xF7, 0xEB, 0x6E, 0x28, 0x49, 0xAE, 0x3F,
    0x48, 0x35, 0x90, 0xC1, 0x13, 0x0C, 0x7F, 0x93, 0x5F, 0xB2, 0x66, 0x65, 0x48, 0x0F, 0x90, 0x97, 0x9A, 0xC5, 0x62,
    0xE5, 0xC2, 0x19, 0x7F, 0x92, 0xF8, 0x54, 0x90, 0xA3, 0xB4, 0xE0, 0x1B, 0x39, 0x43, 0xE9, 0x3C, 0xE4, 0xEC, 0x5B,
    0xE7, 0xF3, 0x3D, 0x1F, 0x18, 0xAE, 0x0E, 0xCF, 0x76, 0x72, 0x60, 0x9F, 0xFE, 0x72, 0x04, 0x3D, 0xAE, 0xD8, 0xC3,
    0x9F, 0x83, 0xFA, 0xED, 0x12, 0x11, 0xB3, 0x8B, 0x68, 0xBF, 0x1D, 0xFC, 0xD3, 0x24, 0x4C, 0x56, 0xAA, 0x5B, 0xC4,
    0xCD, 0x0D, 0x55, 0xD0, 0x79, 0x0B, 0x6D, 0x69, 0x6D, 0x66, 0x81, 0x65, 0x4B, 0x93, 0xE9, 0xAC, 0xB8, 0xFA, 0x8F,
    0xE1, 0x10, 0xA6, 0xF2, 0x3F, 0x98, 0x4C, 0xCE, 0x94, 0x9D, 0x13, 0x2F, 0x50, 0x95, 0x68, 0xB9, 0xE1, 0x6E, 0x84,
    0x25, 0xF7, 0x19, 0xC0, 0x49, 0xB1, 0xD0, 0xA5, 0xA5, 0x96, 0xBC, 0x43, 0xAA, 0xB9, 0x79, 0x07, 0xE0, 0xA8, 0x76,
    0xCB, 0x56, 0x80, 0x75, 0x34, 0x80, 0x88, 0xBD, 0xE5, 0xC1, 0xF4, 0x53, 0x36, 0x04, 0x3B, 0xA1, 0x8A, 0xDC, 0xA4,
    0x68, 0x27, 0x16, 0x65, 0xA0, 0xC3, 0x81, 0x6C, 0xE4, 0x3C, 0x6A, 0x9E, 0xFB, 0x95, 0x3C, 0x9B, 0xFB, 0xEA, 0x90,
    0x79, 0x79, 0xD8, 0xE9, 0x04, 0x46, 0x95, 0x5A, 0x78, 0xD5, 0x01, 0x34, 0x4D, 0x1F, 0xA9, 0x50, 0xB7};

uint8_t expectedData[] = {
    0xFE, 0xB3, 0x7F, 0xC7, 0xFB, 0xAA, 0xEE, 0xDB, 0xF3, 0xA6, 0xB9, 0xDE, 0xC5, 0xCC, 0xE5, 0xF5, 0xF3, 0xBB, 0x86,
    0xFA, 0xD3, 0xDE, 0xA1, 0x9F, 0xD8, 0xC2, 0xD0, 0xE4, 0xF2, 0xD6, 0xCB, 0xCD, 0xE6, 0xCD, 0xB2, 0xF6, 0xB9, 0xCD,
    0xEA, 0xCF, 0x7F, 0xDD, 0xD5, 0xF1, 0xC1, 0xC8, 0xFF, 0xC2, 0xA3, 0xEA, 0xB9, 0x91, 0xFE, 0xC2, 0xB3, 0x64, 0xF4,
    0xE6, 0xF3, 0xEC, 0x97, 0xE0, 0xEE, 0xD6, 0xB7, 0xE9, 0xF8, 0x91, 0xAA, 0xE7, 0xFA, 0x9B, 0x54, 0xE3, 0x84, 0x9E,
    0xCB, 0xC8, 0x9D, 0xA2, 0x7F, 0xF2, 0xB2, 0xFD, 0xF4, 0xB3, 0xEA, 0xF5, 0xF4, 0xC6, 0xEF, 0xAE, 0xCC, 0xF3, 0xF0,
    0xFE, 0xBA, 0xF5, 0x97, 0xB2, 0xE7, 0xC6, 0xF4, 0x9C, 0xE8, 0xEF, 0xE1, 0x6F, 0xBA, 0x68, 0x9E, 0xF8, 0xAE, 0xA1,
    0xDB, 0xAA, 0xCF, 0xDC, 0xAF, 0xA7, 0x8D, 0xF5, 0xAE, 0xAB, 0x80, 0xF7, 0xC0, 0xC7, 0xC5, 0xF8, 0x6B, 0xD2, 0xC3,
    0xDE, 0x81, 0xF3, 0xC0, 0xDA, 0xDB, 0xB1, 0xDE, 0xD7, 0xB0, 0xEB, 0xE3, 0xCA, 0xF9, 0xF9, 0x94, 0xF5, 0xD1, 0xEA,
    0xD1, 0xE7, 0xF9, 0x77, 0x3A, 0xFC, 0xD1, 0xF8, 0xCD, 0xBC, 0x8D, 0xFA, 0x7F, 0xE9, 0x65, 0x15, 0xE7, 0x68, 0xE6,
    0xED, 0x95, 0xF7, 0xA3, 0xD7, 0x80, 0xD8, 0xCF, 0x4B, 0xBB, 0xD6, 0xC6, 0xFA, 0xBA, 0xF0, 0xE5, 0xB7, 0xB6, 0x94,
    0xD7, 0xD7, 0xED, 0xB6, 0x55, 0xD4, 0x8B, 0xBE, 0xBF, 0x8D, 0xFC, 0xD3, 0x81, 0x65, 0xBC, 0xAA, 0xE9, 0xC4, 0xE2,
    0xFA, 0xB9, 0xE1, 0x6E, 0xA6, 0xF2, 0xF7, 0x98, 0xFD, 0xCE, 0xF6, 0xD0, 0xF7, 0xEB, 0xB4, 0xBD, 0xE5, 0xC1, 0xF4,
    0x9A, 0xC5, 0xE0, 0xE5, 0xC2, 0xCB, 0xDC, 0xA4, 0xF8, 0xB2, 0x90, 0xA3, 0xB4, 0xE0, 0xE9, 0x72, 0xE4, 0xE9, 0xFE,
    0xE4, 0xFB, 0x95, 0xE7, 0xF3, 0xFB, 0xEA, 0x90, 0xFA};

void ethosuIrqHandler() {
    ethosu_irq_handler();
}

void inferenceProcessTask(void *pvParameters) {
    QueueHandle_t queue = reinterpret_cast<QueueHandle_t>(pvParameters);

    class InferenceProcess inferenceProcess;

    while (true) {
        xInferenceJob *job;

        // Wait for inference job
        xQueueReceive(queue, &job, portMAX_DELAY);
        printf("Received inference job. job=%p, name=%s\n", job, job->name.c_str());

        bool status = inferenceProcess.runJob(*job);
        job->status = status;

        // Return inference job response
        xQueueSend(job->queue, &job, portMAX_DELAY);
    }

    vTaskDelete(NULL);
}

void inferenceJobTask(void *pvParameters) {
    QueueHandle_t inferenceProcessQueue = reinterpret_cast<QueueHandle_t>(pvParameters);

    // Create queue for response messages
    QueueHandle_t senderQueue = xQueueCreate(10, sizeof(xInferenceJob *));

    // Inference job
    DataPtr networkModel(networkModelData, sizeof(networkModelData));
    DataPtr input(inputData, sizeof(inputData));
    DataPtr expected(expectedData, sizeof(expectedData));

    xInferenceJob job;
    xInferenceJob *j = &job;
    job.name         = "19_08_01";
    job.networkModel = networkModel;
    job.input.push_back(input);
    job.expectedOutput.push_back(expected);
    job.queue = senderQueue;

    // Send job
    printf("Sending inference job\n");
    xQueueSend(inferenceProcessQueue, &j, portMAX_DELAY);

    // Wait for response
    xQueueReceive(senderQueue, &j, portMAX_DELAY);
    printf("Received inference job response. status=%u\n", j->status);

    vTaskDelete(NULL);
}

} // namespace

int main() {
    // Initialize UART driver
    uart_init();

    // Initialize Ethos-U driver
    if (ethosu_init(reinterpret_cast<const void *>(ETHOSU_BASE_ADDRESS))) {
        printf("Failed to initialize Arm Ethos-U.\n");
        return 1;
    }

    NVIC_SetVector(static_cast<IRQn_Type>(ETHOSU_IRQ), reinterpret_cast<uint32_t>(&ethosuIrqHandler));
    NVIC_EnableIRQ(static_cast<IRQn_Type>(ETHOSU_IRQ));

    // Inference process
    QueueHandle_t inferenceProcessQueue = xQueueCreate(10, sizeof(xInferenceJob *));
    xTaskCreate(inferenceProcessTask, "inferenceProcess", 2 * 1024, inferenceProcessQueue, 1, nullptr);

    // Inference job task
    xTaskCreate(inferenceJobTask, "inferenceJob", 2 * 1024, inferenceProcessQueue, 2, nullptr);

    // Run the scheduler
    vTaskStartScheduler();

    return 0;
}