/** ****************************************************************************** * @file main.cpp * @author Fahad Mirza (fahadmirza8@gmail.com) * @brief This file provides main program functions ****************************************************************************** */ /* Includes ------------------------------------------------------------------*/ #include "stm32746g_discovery.h" #include "lcd.h" #include "sine_model.h" #include "tensorflow/lite/micro/kernels/all_ops_resolver.h" #include "tensorflow/lite/micro/micro_error_reporter.h" #include "tensorflow/lite/micro/micro_interpreter.h" #include "tensorflow/lite/schema/schema_generated.h" #include "tensorflow/lite/version.h" /* Private typedef -----------------------------------------------------------*/ /* Private define ------------------------------------------------------------*/ /* Private macro -------------------------------------------------------------*/ /* Private variables ---------------------------------------------------------*/ namespace { tflite::ErrorReporter* error_reporter = nullptr; const tflite::Model* model = nullptr; tflite::MicroInterpreter* interpreter = nullptr; TfLiteTensor* model_input = nullptr; TfLiteTensor* model_output = nullptr; // Create an area of memory to use for input, output, and intermediate arrays. // Finding the minimum value for your model may require some trial and error. constexpr uint32_t kTensorArenaSize = 2 * 1024; uint8_t tensor_arena[kTensorArenaSize]; } // namespace // This constant represents the range of x values our model was trained on, // which is from 0 to (2 * Pi). We approximate Pi to avoid requiring // additional libraries. extern const float INPUT_RANGE = 2.f * 3.14159265359f; // NOTE: extern is used because lcd.c also uses this variable. // This constant determines the number of inferences to perform across the range // of x values defined above. Since each inference takes time, the higher this // number, the more time it will take to run through the entire range. The value // of this constant can be tuned so that one full cycle takes a desired amount // of time. Since different devices take different amounts of time to perform // inference, this value should be defined per-device. // A larger number than the default to make the animation smoother const uint16_t INFERENCE_PER_CYCLE = 70; // UART handler declaration UART_HandleTypeDef DebugUartHandler; /* Private function prototypes -----------------------------------------------*/ static void system_clock_config(void); static void cpu_cache_enable(void); static void error_handler(void); static void uart1_init(void); void handle_output(tflite::ErrorReporter* error_reporter, float x_value, float y_value); /* Private user code ---------------------------------------------------------*/ /** * @brief The application entry point. * @retval int */ int main(void) { // Enable the CPU Cache cpu_cache_enable(); // Reset of all peripherals, Initializes the Flash interface and the Systick. HAL_Init(); // Configure the system clock system_clock_config(); // Configure on-board green LED BSP_LED_Init(LED_GREEN); // Initialize UART1 uart1_init(); // Initialize LCD LCD_Init(); static tflite::MicroErrorReporter micro_error_reporter; error_reporter = µ_error_reporter; // Map the model into a usable data structure. This doesn't involve any // copying or parsing, it's a very lightweight operation. model = tflite::GetModel(sine_model); if(model->version() != TFLITE_SCHEMA_VERSION) { TF_LITE_REPORT_ERROR(error_reporter, "Model provided is schema version %d not equal " "to supported version %d.", model->version(), TFLITE_SCHEMA_VERSION); return 0; } // This pulls in all the operation implementations we need. static tflite::ops::micro::AllOpsResolver resolver; // Build an interpreter to run the model with. static tflite::MicroInterpreter static_interpreter(model, resolver, tensor_arena, kTensorArenaSize, error_reporter); interpreter = &static_interpreter; // Allocate memory from the tensor_arena for the model's tensors. TfLiteStatus allocate_status = interpreter->AllocateTensors(); if (allocate_status != kTfLiteOk) { TF_LITE_REPORT_ERROR(error_reporter, "AllocateTensors() failed"); return 0; } // Obtain pointers to the model's input and output tensors. model_input = interpreter->input(0); model_output = interpreter->output(0); // We are dividing the whole input range with the number of inference // per cycle we want to show to get the unit value. We will then multiply // the unit value with the current position of the inference float unitValuePerDevision = INPUT_RANGE / static_cast<float>(INFERENCE_PER_CYCLE); while (1) { // Calculate an x value to feed into the model for(uint16_t inferenceCount = 0; inferenceCount <= INFERENCE_PER_CYCLE; inferenceCount++) { float x_val = static_cast<float>(inferenceCount) * unitValuePerDevision; // Place our calculated x value in the model's input tensor model_input->data.f[0] = x_val; // Run inference, and report any error TfLiteStatus invoke_status = interpreter->Invoke(); if (invoke_status != kTfLiteOk) { TF_LITE_REPORT_ERROR(error_reporter, "Invoke failed on x_val: %f\n", static_cast<float>(x_val)); return 0; } // Read the predicted y value from the model's output tensor float y_val = model_output->data.f[0]; // Do something with the results handle_output(error_reporter, x_val, y_val); } } } void handle_output(tflite::ErrorReporter* error_reporter, float x_value, float y_value) { // Log the current X and Y values TF_LITE_REPORT_ERROR(error_reporter, "x_value: %f, y_value: %f\n", x_value, y_value); // A custom function can be implemented and used here to do something with the x and y values. // In my case I will be plotting sine wave on an LCD. LCD_Output(x_value, y_value); } /** * @brief System Clock Configuration * The system Clock is configured as follow : * System Clock source = PLL (HSE) * SYSCLK(Hz) = 200000000 * HCLK(Hz) = 200000000 * AHB Prescaler = 1 * APB1 Prescaler = 4 * APB2 Prescaler = 2 * HSE Frequency(Hz) = 25000000 * PLL_M = 25 * PLL_N = 400 * PLL_P = 2 * PLL_Q = 9 * VDD(V) = 3.3 * Main regulator output voltage = Scale1 mode * Flash Latency(WS) = 6 * @param None * @retval None */ void system_clock_config(void) { RCC_OscInitTypeDef RCC_OscInitStruct = {0}; RCC_ClkInitTypeDef RCC_ClkInitStruct = {0}; // Configure the main internal regulator output voltage __HAL_PWR_VOLTAGESCALING_CONFIG(PWR_REGULATOR_VOLTAGE_SCALE1); // Enable HSE Oscillator and activate PLL with HSE as source RCC_OscInitStruct.OscillatorType = RCC_OSCILLATORTYPE_HSE; RCC_OscInitStruct.HSEState = RCC_HSE_ON; RCC_OscInitStruct.PLL.PLLState = RCC_PLL_ON; RCC_OscInitStruct.PLL.PLLSource = RCC_PLLSOURCE_HSE; RCC_OscInitStruct.PLL.PLLM = 25; RCC_OscInitStruct.PLL.PLLN = 400; RCC_OscInitStruct.PLL.PLLP = RCC_PLLP_DIV2; RCC_OscInitStruct.PLL.PLLQ = 9; if(HAL_RCC_OscConfig(&RCC_OscInitStruct) != HAL_OK) { error_handler(); } // Activate the Over-Drive mode if(HAL_PWREx_EnableOverDrive() != HAL_OK) { error_handler(); } // Initializes the CPU, AHB and APB busses clocks RCC_ClkInitStruct.ClockType = RCC_CLOCKTYPE_HCLK | RCC_CLOCKTYPE_SYSCLK | RCC_CLOCKTYPE_PCLK1|RCC_CLOCKTYPE_PCLK2; RCC_ClkInitStruct.SYSCLKSource = RCC_SYSCLKSOURCE_PLLCLK; RCC_ClkInitStruct.AHBCLKDivider = RCC_SYSCLK_DIV1; RCC_ClkInitStruct.APB1CLKDivider = RCC_HCLK_DIV4; RCC_ClkInitStruct.APB2CLKDivider = RCC_HCLK_DIV2; if(HAL_RCC_ClockConfig(&RCC_ClkInitStruct, FLASH_LATENCY_6) != HAL_OK) { error_handler(); } } /** * @brief UART1 Initialization Function * @param None * @retval None */ static void uart1_init(void) { /*##-1- Configure the UART peripheral ######################################*/ /* Put the USART peripheral in the Asynchronous mode (UART Mode) UART configured as follows: - Word Length = 8 Bits - Stop Bit = One Stop bit - Parity = None - BaudRate = 9600 baud - Hardware flow control disabled (RTS and CTS signals) */ DebugUartHandler.Instance = DISCOVERY_COM1; DebugUartHandler.Init.BaudRate = 9600; DebugUartHandler.Init.WordLength = UART_WORDLENGTH_8B; DebugUartHandler.Init.StopBits = UART_STOPBITS_1; DebugUartHandler.Init.Parity = UART_PARITY_NONE; DebugUartHandler.Init.HwFlowCtl = UART_HWCONTROL_NONE; DebugUartHandler.Init.Mode = UART_MODE_TX_RX; DebugUartHandler.AdvancedInit.AdvFeatureInit = UART_ADVFEATURE_NO_INIT; if(HAL_UART_Init(&DebugUartHandler) != HAL_OK) { error_handler(); } } /** * @brief This function is executed in case of error occurrence. * @param None * @retval None */ static void error_handler(void) { // Turn Green LED ON BSP_LED_On(LED_GREEN); while(1); } /** * @brief CPU L1-Cache enable. * @param None * @retval None */ static void cpu_cache_enable(void) { // Enable I-Cache SCB_EnableICache(); // Enable D-Cache SCB_EnableDCache(); } #ifdef USE_FULL_ASSERT /** * @brief Reports the name of the source file and the source line number * where the assert_param error has occurred. * @param file: pointer to the source file name * @param line: assert_param error line source number * @retval None */ void assert_failed(uint8_t *file, uint32_t line) { /* User can add his own implementation to report the file name and line number, tex: printf("Wrong parameters value: file %s on line %d\r\n", file, line) */ } #endif // USE_FULL_ASSERT
----------------------------------------------------------------------------------------------------------
This is a TensorFlow Lite model file that has been converted into a C data
// array using the tensorflow.lite.util.convert_bytes_to_c_source() function.
// This form is useful for compiling into a binary for devices that don't have a
// file system.
#include "sine_model.h"
// We need to keep the data array aligned on some architectures.
#ifdef __has_attribute
#define HAVE_ATTRIBUTE(x) __has_attribute(x)
#else
#define HAVE_ATTRIBUTE(x) 0
#endif
#if HAVE_ATTRIBUTE(aligned) || (defined(__GNUC__) && !defined(__clang__))
#define DATA_ALIGN_ATTRIBUTE __attribute__((aligned(4)))
#else
#define DATA_ALIGN_ATTRIBUTE
#endif
const unsigned char sine_model[] DATA_ALIGN_ATTRIBUTE = {
0x08, 0x00, 0x00, 0x00, 0x54, 0x46, 0x4c, 0x33, 0x32, 0xfa, 0xff, 0xff, 0x03,
0x00, 0x00, 0x00, 0xc8, 0x09, 0x00, 0x00, 0xb8, 0x05, 0x00, 0x00, 0xa0, 0x05,
0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x00, 0x00, 0x90, 0x05, 0x00,
0x00, 0x88, 0x05, 0x00, 0x00, 0x38, 0x05, 0x00, 0x00, 0xe0, 0x04, 0x00, 0x00,
0xcc, 0x04, 0x00, 0x00, 0x7c, 0x04, 0x00, 0x00, 0x6c, 0x00, 0x00, 0x00, 0x1c,
0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x04, 0x00,
0x00, 0x00, 0xa0, 0xf6, 0xff, 0xff, 0xa4, 0xf6, 0xff, 0xff, 0xa8, 0xf6, 0xff,
0xff, 0xfe, 0xfa, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00, 0x40, 0x00, 0x00, 0x00,
0x3f, 0xcb, 0x61, 0x3f, 0x07, 0x1f, 0x0b, 0x3f, 0x9b, 0x73, 0xc3, 0xbe, 0x4c,
0x8b, 0x2f, 0xbe, 0xa5, 0x13, 0x0b, 0xbf, 0xdd, 0x33, 0x54, 0x3f, 0x90, 0xd1,
0xb6, 0x3f, 0x2a, 0x39, 0x73, 0xbf, 0x71, 0x8e, 0x47, 0x3e, 0x8a, 0xcd, 0x31,
0xbe, 0xe0, 0x1a, 0x2b, 0x3c, 0x12, 0x24, 0x14, 0x3e, 0xa4, 0x33, 0x8a, 0x3f,
0x19, 0x45, 0x33, 0xbf, 0x15, 0x0a, 0x02, 0xbf, 0xf7, 0xbb, 0x96, 0xbf, 0x4a,
0xfb, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x43, 0x62,
0xbf, 0xbe, 0x48, 0x58, 0x12, 0xbf, 0x12, 0x3a, 0x2a, 0x3e, 0x32, 0x58, 0xd4,
0xbf, 0xac, 0x8b, 0x61, 0xbe, 0x28, 0x24, 0x82, 0xbd, 0x54, 0x1e, 0x80, 0x3d,
0x83, 0x8c, 0x4b, 0x3e, 0x00, 0x29, 0x9f, 0xbc, 0x43, 0x61, 0xb4, 0x3e, 0x29,
0x8a, 0x0d, 0xbd, 0xc9, 0xda, 0x53, 0xbe, 0xc6, 0x1a, 0x95, 0xbe, 0xa8, 0xfe,
0x1e, 0x3d, 0x53, 0xd6, 0xd4, 0x3e, 0xb6, 0x30, 0x3a, 0x3e, 0x80, 0xd7, 0xef,
0x3b, 0xd0, 0x44, 0x5a, 0x3d, 0x17, 0x82, 0xa5, 0xbe, 0x09, 0x11, 0x79, 0xbe,
0x7c, 0x60, 0xd7, 0x3d, 0x2f, 0xc0, 0x6d, 0xbe, 0xa2, 0x44, 0x3a, 0x3e, 0x20,
0xe4, 0x88, 0xbe, 0xdc, 0xde, 0x80, 0x3d, 0x12, 0xe7, 0x82, 0xbe, 0x26, 0x77,
0x84, 0x3e, 0x24, 0x9e, 0x95, 0xbe, 0x8f, 0x27, 0x90, 0x3e, 0x30, 0x7b, 0xa0,
0x3c, 0xe6, 0xe4, 0x97, 0x3e, 0x43, 0x17, 0x8c, 0x3e, 0x81, 0x11, 0xc1, 0xbe,
0xd6, 0xe3, 0x4c, 0x3a, 0x12, 0x33, 0x23, 0x3e, 0x9c, 0xee, 0x43, 0x3f, 0x64,
0x44, 0xa3, 0xbd, 0xc0, 0x96, 0x90, 0x3b, 0xfc, 0xcd, 0xb4, 0xbe, 0xc2, 0x55,
0x95, 0x3a, 0xbc, 0x1d, 0xb9, 0xbe, 0x17, 0xad, 0xd5, 0x3e, 0x0a, 0xcd, 0x82,
0x3e, 0x09, 0x31, 0xb7, 0xbe, 0xe6, 0xf6, 0xa8, 0xbe, 0x73, 0xf0, 0xc1, 0x3e,
0x01, 0x43, 0x4e, 0xbc, 0x0b, 0x29, 0xb0, 0x3e, 0xae, 0xad, 0xb0, 0xbe, 0xfa,
0x33, 0x27, 0x3d, 0x95, 0xe4, 0xc6, 0x3e, 0x13, 0xcb, 0x5a, 0x3f, 0xbd, 0x5c,
0xb9, 0xbe, 0x00, 0x52, 0x01, 0x3d, 0x00, 0xcb, 0x29, 0xbd, 0x6f, 0x87, 0x92,
0x3e, 0x13, 0x0b, 0x94, 0x3e, 0x72, 0xb5, 0x15, 0x3e, 0x0f, 0xfe, 0xdb, 0x3d,
0xdd, 0x8a, 0x71, 0xbe, 0x84, 0x96, 0xaa, 0xbd, 0xcc, 0x99, 0x9b, 0xbe, 0x26,
0xe0, 0xd7, 0xbe, 0x16, 0xd7, 0xc2, 0xbe, 0xfa, 0x0a, 0x6b, 0x3e, 0x9f, 0xb5,
0x8c, 0x3e, 0xba, 0x29, 0x37, 0xbe, 0x6d, 0x9f, 0x54, 0xbe, 0xdc, 0x29, 0xa4,
0xbe, 0x04, 0x19, 0xe1, 0x3d, 0xce, 0xdb, 0xc7, 0xbe, 0xb6, 0x93, 0x9e, 0xbe,
0x52, 0x83, 0x02, 0x3e, 0xa4, 0x9c, 0xba, 0xbe, 0x18, 0xe8, 0x44, 0x3d, 0xe0,
0x80, 0x24, 0xbd, 0xf2, 0x31, 0x5c, 0x3e, 0x00, 0xe5, 0xd5, 0xba, 0xc7, 0xc6,
0x54, 0xbe, 0x9e, 0xc6, 0x19, 0xbe, 0x84, 0xa2, 0x36, 0xbe, 0x08, 0x8b, 0x09,
0xbf, 0xaa, 0x74, 0x3e, 0x3e, 0x9d, 0x70, 0x96, 0xbf, 0xb0, 0xa0, 0x3b, 0xbd,
0xd0, 0xe7, 0x87, 0x3d, 0x0c, 0x07, 0x94, 0xbd, 0x79, 0xae, 0xcf, 0xbe, 0x9a,
0x1c, 0xba, 0xbe, 0x90, 0x33, 0xd0, 0x3c, 0xa8, 0xeb, 0xc6, 0x3e, 0x46, 0x09,
0x27, 0x3e, 0x40, 0xc8, 0x85, 0xbc, 0xd9, 0x0d, 0xbe, 0xbe, 0xf6, 0xa4, 0x4a,
0xbc, 0xb6, 0x45, 0x93, 0xbe, 0x6f, 0x52, 0x99, 0x3e, 0xca, 0xa5, 0x1d, 0x3a,
0xdc, 0xe1, 0xfa, 0x3d, 0x96, 0xc8, 0x75, 0x3f, 0x11, 0x2a, 0xc4, 0xbe, 0xe0,
0x9a, 0x9d, 0xbd, 0x60, 0x6a, 0xc0, 0xbe, 0x63, 0xcb, 0xd3, 0x3e, 0xe0, 0xb4,
0x17, 0xbc, 0x89, 0x99, 0xa7, 0x3e, 0x5f, 0x41, 0xf8, 0xbe, 0x27, 0x2f, 0xbc,
0xbe, 0xe6, 0x3e, 0x6e, 0x3e, 0xa8, 0x31, 0x83, 0xbe, 0x1f, 0x0d, 0x76, 0xbd,
0x4f, 0x9b, 0xc8, 0x3e, 0x55, 0x0f, 0x9e, 0x3e, 0x60, 0xc3, 0x3e, 0x3e, 0xbb,
0x9d, 0x9f, 0x3e, 0xf7, 0x43, 0x1b, 0x3f, 0x74, 0x03, 0x2e, 0xbe, 0x82, 0xcb,
0x90, 0xbe, 0x53, 0x56, 0xaf, 0x3e, 0x94, 0x93, 0x2f, 0xbd, 0xfa, 0x36, 0x28,
0xbe, 0x18, 0xd8, 0xb7, 0xbd, 0xcc, 0xdb, 0x1e, 0xbe, 0x3d, 0xa5, 0xda, 0xbe,
0x0e, 0x14, 0x08, 0x3e, 0x24, 0xd8, 0x99, 0xbe, 0x2f, 0x06, 0x47, 0xbf, 0x06,
0x1d, 0x39, 0x3e, 0xdd, 0x27, 0x89, 0xbe, 0xda, 0x85, 0xa3, 0xbe, 0x00, 0x94,
0x01, 0xba, 0x48, 0x2b, 0x5f, 0x3e, 0x7b, 0xd7, 0x82, 0x3e, 0x27, 0xa0, 0xd5,
0x3e, 0x90, 0xba, 0xd2, 0xbe, 0x49, 0xa8, 0xe6, 0xbd, 0x9d, 0xce, 0x87, 0x3e,
0xbb, 0xd5, 0x3f, 0xbe, 0xb2, 0x86, 0x71, 0xbe, 0x15, 0x99, 0x4c, 0xbe, 0x18,
0xb2, 0xae, 0xbd, 0xc8, 0x10, 0x0f, 0xbe, 0xc6, 0xf2, 0xb6, 0xbe, 0xf4, 0xbc,
0x44, 0xbe, 0x1c, 0x80, 0xfd, 0x3d, 0xa5, 0x46, 0x35, 0xbd, 0xfa, 0x13, 0x6e,
0x3e, 0x9e, 0xd3, 0x8f, 0x3f, 0x7a, 0x26, 0x92, 0xbe, 0x68, 0xa1, 0x74, 0xbe,
0x70, 0x24, 0x9b, 0xbe, 0xa8, 0x8e, 0xbe, 0x3e, 0xe8, 0xc6, 0x4d, 0x3d, 0x2e,
0x31, 0x0f, 0x3e, 0x76, 0xad, 0xce, 0x3e, 0x89, 0xfa, 0xd4, 0x3e, 0x7c, 0xcd,
0xdf, 0xbd, 0x60, 0x54, 0x01, 0x3d, 0xc3, 0xf5, 0x8e, 0xbe, 0x3c, 0x03, 0x9e,
0xbe, 0x2c, 0x33, 0xd1, 0xbe, 0xce, 0xc1, 0x57, 0xbd, 0x82, 0x76, 0x36, 0x3e,
0x9d, 0x1d, 0x9b, 0x3d, 0x82, 0xf4, 0xb1, 0xbe, 0xff, 0x34, 0xac, 0x3e, 0x1a,
0xfe, 0xc6, 0xbe, 0x66, 0xe2, 0x5d, 0x3d, 0x7c, 0x87, 0x9a, 0xbe, 0xc0, 0xd3,
0x8c, 0xbc, 0xb3, 0xec, 0x4d, 0x3e, 0x23, 0x33, 0xca, 0xbe, 0xe0, 0x53, 0xdd,
0xbd, 0x14, 0x76, 0xe0, 0x3d, 0x80, 0x48, 0x2f, 0x3e, 0xce, 0x7b, 0xd8, 0xbe,
0x60, 0xbe, 0x9a, 0x3c, 0xba, 0xf1, 0x09, 0x3e, 0x64, 0xe6, 0xc5, 0x3d, 0x22,
0xb4, 0x19, 0xbe, 0xf8, 0xe8, 0xf0, 0xbd, 0xb0, 0x69, 0xbf, 0xbc, 0x79, 0xf3,
0xad, 0x3e, 0x17, 0x4d, 0xf4, 0xbd, 0x08, 0xce, 0x16, 0xbe, 0xa8, 0x97, 0xad,
0xbd, 0x2b, 0x63, 0x11, 0x3e, 0x8c, 0x44, 0x95, 0x3d, 0x63, 0x13, 0xc6, 0x3e,
0x40, 0xf9, 0x19, 0x3d, 0xec, 0xf5, 0x82, 0x3e, 0xa2, 0xb4, 0x1a, 0x3e, 0x8c,
0xfa, 0xbb, 0x3d, 0x88, 0xb3, 0x28, 0x3f, 0xe1, 0xd2, 0xd0, 0x3e, 0x87, 0xa4,
0x61, 0x3f, 0xe6, 0x36, 0x7f, 0x3e, 0x84, 0x27, 0xe1, 0xbd, 0x68, 0x99, 0x73,
0xbd, 0x98, 0x96, 0x0c, 0xbe, 0x60, 0x00, 0xe9, 0x3c, 0x58, 0x0d, 0x00, 0x3d,
0x1f, 0x7e, 0xe9, 0xbe, 0x8a, 0x67, 0xaf, 0xbe, 0xf6, 0x7e, 0x59, 0x3e, 0x7e,
0x15, 0x29, 0xbe, 0xf1, 0x37, 0xc7, 0xbd, 0xf7, 0x15, 0xc1, 0x3e, 0x32, 0x24,
0xad, 0xbe, 0x98, 0xe5, 0x5b, 0x3e, 0xe9, 0xf8, 0xdb, 0xbe, 0x86, 0xa2, 0x1b,
0x3f, 0xd5, 0x7b, 0x55, 0xbe, 0x50, 0x59, 0xca, 0xbd, 0xb9, 0xa2, 0xc3, 0xbe,
0x20, 0x08, 0x10, 0xbe, 0x1e, 0xa9, 0x81, 0xbe, 0x89, 0x0d, 0xcb, 0xbe, 0x81,
0x19, 0x2f, 0xbf, 0x9c, 0xc0, 0xb7, 0xbd, 0x52, 0x0a, 0x7d, 0x3e, 0x70, 0x39,
0xa4, 0x3c, 0xae, 0xa1, 0xe5, 0xbd, 0xb8, 0xcf, 0x26, 0xbd, 0x2e, 0xcc, 0x5c,
0x3e, 0xab, 0x74, 0x11, 0x3f, 0xc0, 0x2d, 0x4e, 0xbd, 0x10, 0x18, 0x59, 0x3f,
0x7e, 0x47, 0xb6, 0xbe, 0x92, 0xd1, 0x3e, 0xbe, 0xaf, 0x09, 0xbf, 0xbe, 0xf5,
0xfe, 0x7b, 0x3e, 0x09, 0xb3, 0x8c, 0x3e, 0x51, 0xa2, 0x95, 0x3e, 0x6e, 0x6e,
0xb6, 0x3e, 0x64, 0xe0, 0x0b, 0xbe, 0x30, 0x5b, 0x51, 0x3d, 0xbc, 0xe6, 0xb3,
0x3d, 0xb9, 0x03, 0xb4, 0xbe, 0xb0, 0x9c, 0x29, 0x3d, 0x08, 0x1f, 0x31, 0xbe,
0x73, 0xdb, 0xda, 0x3d, 0x01, 0x5d, 0xc7, 0x3e, 0x64, 0x62, 0x25, 0x3f, 0x1b,
0x76, 0x9e, 0x3e, 0x16, 0xc1, 0x07, 0xbe, 0x26, 0x4a, 0x02, 0x3e, 0xdd, 0x6c,
0xe0, 0xbe, 0x74, 0x06, 0x86, 0xbe, 0xa6, 0x62, 0x0b, 0x3e, 0x08, 0x45, 0x99,
0xbe, 0x8d, 0x47, 0xd9, 0x3e, 0x00, 0xbd, 0xa0, 0xbc, 0x3f, 0x08, 0xd0, 0xbe,
0x06, 0x85, 0x63, 0xbf, 0x8a, 0xd5, 0xa2, 0xbe, 0x56, 0xff, 0xff, 0xff, 0x04,
0x00, 0x00, 0x00, 0x40, 0x00, 0x00, 0x00, 0x00, 0x85, 0xbe, 0xbe, 0x60, 0x61,
0x6c, 0xbd, 0x79, 0x12, 0x11, 0xbf, 0xff, 0xa8, 0x1c, 0xbe, 0x7c, 0x33, 0xc9,
0xbd, 0xb5, 0x91, 0xac, 0xbe, 0xb4, 0x46, 0xfb, 0xbe, 0xd8, 0x85, 0x4b, 0x3e,
0x7c, 0xe1, 0xea, 0xbe, 0x00, 0x4e, 0x7d, 0xbb, 0xf9, 0x9f, 0x19, 0x3f, 0x6a,
0xdd, 0x17, 0xbf, 0xc1, 0x46, 0x83, 0xbe, 0xc0, 0x91, 0x43, 0xbd, 0xc4, 0x75,
0xb7, 0x3e, 0xaa, 0xcc, 0x5c, 0xbe, 0xa2, 0xff, 0xff, 0xff, 0x04, 0x00, 0x00,
0x00, 0x04, 0x00, 0x00, 0x00, 0x38, 0xe3, 0x0b, 0xbe, 0xb2, 0xff, 0xff, 0xff,
0x04, 0x00, 0x00, 0x00, 0x40, 0x00, 0x00, 0x00, 0xf2, 0x1b, 0xc1, 0xbe, 0xfe,
0x91, 0xfe, 0xbd, 0xb1, 0x1a, 0x08, 0x3e, 0xc3, 0x3f, 0xcd, 0x3d, 0x00, 0x00,
0x00, 0x00, 0x35, 0x57, 0x25, 0xbe, 0x71, 0xb0, 0xf9, 0x3e, 0xdc, 0x82, 0xab,
0x3e, 0x7c, 0x49, 0xe9, 0xbc, 0x85, 0x75, 0x11, 0x3e, 0x05, 0xf9, 0x28, 0xbd,
0x4c, 0xe9, 0xd5, 0xbd, 0xb2, 0xb1, 0x1a, 0x3f, 0xfa, 0xfa, 0x74, 0x3e, 0xb1,
0xa0, 0x1b, 0x3e, 0x44, 0xb6, 0x7e, 0x3e, 0x00, 0x00, 0x06, 0x00, 0x08, 0x00,
0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x40, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, 0x00, 0x88, 0x98, 0x3e, 0x3f, 0x00, 0x00, 0x00, 0x00,
0x41, 0x57, 0x76, 0x3f, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
0x00, 0x00, 0x00, 0x85, 0xbe, 0xb9, 0x3e, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
0x00, 0x00, 0x6f, 0x75, 0xb4, 0xbe, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, 0x00, 0xbb, 0x3d, 0xd4, 0xbc, 0x00, 0x00, 0x00, 0x00,
0x00, 0xfc, 0xff, 0xff, 0x04, 0xfc, 0xff, 0xff, 0x0f, 0x00, 0x00, 0x00, 0x4d,
0x4c, 0x49, 0x52, 0x20, 0x43, 0x6f, 0x6e, 0x76, 0x65, 0x72, 0x74, 0x65, 0x64,
0x2e, 0x00, 0x01, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0e,
0x00, 0x18, 0x00, 0x04, 0x00, 0x08, 0x00, 0x0c, 0x00, 0x10, 0x00, 0x14, 0x00,
0x0e, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0xf4, 0x00, 0x00, 0x00, 0xe8,
0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x04, 0x00,
0x00, 0x00, 0x6d, 0x61, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00,
0x00, 0x90, 0x00, 0x00, 0x00, 0x48, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
0xce, 0xff, 0xff, 0xff, 0x00, 0x00, 0x00, 0x08, 0x18, 0x00, 0x00, 0x00, 0x0c,
0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x7c, 0xfc, 0xff, 0xff, 0x01, 0x00,
0x00, 0x00, 0x09, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00,
0x00, 0x06, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00,
0x14, 0x00, 0x00, 0x00, 0x08, 0x00, 0x0c, 0x00, 0x07, 0x00, 0x10, 0x00, 0x0e,
0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x08, 0x1c, 0x00, 0x00, 0x00, 0x10, 0x00,
0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0xba, 0xff, 0xff, 0xff, 0x00, 0x00, 0x00,
0x01, 0x01, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00,
0x07, 0x00, 0x00, 0x00, 0x05, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x00,
0x00, 0x0e, 0x00, 0x16, 0x00, 0x00, 0x00, 0x08, 0x00, 0x0c, 0x00, 0x07, 0x00,
0x10, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x08, 0x24, 0x00, 0x00,
0x00, 0x18, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x00, 0x00, 0x06, 0x00,
0x08, 0x00, 0x07, 0x00, 0x06, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x01, 0x01,
0x00, 0x00, 0x00, 0x07, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x00, 0x00,
0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00,
0x00, 0x09, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
0x0a, 0x00, 0x00, 0x00, 0xb0, 0x02, 0x00, 0x00, 0x4c, 0x02, 0x00, 0x00, 0xf8,
0x01, 0x00, 0x00, 0xa4, 0x01, 0x00, 0x00, 0x5c, 0x01, 0x00, 0x00, 0x14, 0x01,
0x00, 0x00, 0xcc, 0x00, 0x00, 0x00, 0x84, 0x00, 0x00, 0x00, 0x3c, 0x00, 0x00,
0x00, 0x04, 0x00, 0x00, 0x00, 0x86, 0xfd, 0xff, 0xff, 0x24, 0x00, 0x00, 0x00,
0x0a, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x78,
0xfd, 0xff, 0xff, 0x08, 0x00, 0x00, 0x00, 0x49, 0x64, 0x65, 0x6e, 0x74, 0x69,
0x74, 0x79, 0x00, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00,
0x00, 0x01, 0x00, 0x00, 0x00, 0xba, 0xfd, 0xff, 0xff, 0x34, 0x00, 0x00, 0x00,
0x09, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0xac,
0xfd, 0xff, 0xff, 0x19, 0x00, 0x00, 0x00, 0x73, 0x65, 0x71, 0x75, 0x65, 0x6e,
0x74, 0x69, 0x61, 0x6c, 0x5f, 0x31, 0x2f, 0x64, 0x65, 0x6e, 0x73, 0x65, 0x5f,
0x34, 0x2f, 0x52, 0x65, 0x6c, 0x75, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
0x01, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0xfe, 0xfd, 0xff, 0xff, 0x34,
0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x04, 0x00,
0x00, 0x00, 0xf0, 0xfd, 0xff, 0xff, 0x19, 0x00, 0x00, 0x00, 0x73, 0x65, 0x71,
0x75, 0x65, 0x6e, 0x74, 0x69, 0x61, 0x6c, 0x5f, 0x31, 0x2f, 0x64, 0x65, 0x6e,
0x73, 0x65, 0x5f, 0x33, 0x2f, 0x52, 0x65, 0x6c, 0x75, 0x00, 0x00, 0x00, 0x02,
0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x42, 0xfe,
0xff, 0xff, 0x34, 0x00, 0x00, 0x00, 0x07, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00,
0x00, 0x04, 0x00, 0x00, 0x00, 0x34, 0xfe, 0xff, 0xff, 0x1b, 0x00, 0x00, 0x00,
0x73, 0x65, 0x71, 0x75, 0x65, 0x6e, 0x74, 0x69, 0x61, 0x6c, 0x5f, 0x31, 0x2f,
0x64, 0x65, 0x6e, 0x73, 0x65, 0x5f, 0x35, 0x2f, 0x4d, 0x61, 0x74, 0x4d, 0x75,
0x6c, 0x00, 0x02, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00,
0x00, 0x86, 0xfe, 0xff, 0xff, 0x34, 0x00, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00,
0x0c, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x78, 0xfe, 0xff, 0xff, 0x1b,
0x00, 0x00, 0x00, 0x73, 0x65, 0x71, 0x75, 0x65, 0x6e, 0x74, 0x69, 0x61, 0x6c,
0x5f, 0x31, 0x2f, 0x64, 0x65, 0x6e, 0x73, 0x65, 0x5f, 0x34, 0x2f, 0x4d, 0x61,
0x74, 0x4d, 0x75, 0x6c, 0x00, 0x02, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
0x10, 0x00, 0x00, 0x00, 0xca, 0xfe, 0xff, 0xff, 0x34, 0x00, 0x00, 0x00, 0x05,
0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0xbc, 0xfe,
0xff, 0xff, 0x1b, 0x00, 0x00, 0x00, 0x73, 0x65, 0x71, 0x75, 0x65, 0x6e, 0x74,
0x69, 0x61, 0x6c, 0x5f, 0x31, 0x2f, 0x64, 0x65, 0x6e, 0x73, 0x65, 0x5f, 0x33,
0x2f, 0x4d, 0x61, 0x74, 0x4d, 0x75, 0x6c, 0x00, 0x02, 0x00, 0x00, 0x00, 0x10,
0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x0e, 0xff, 0xff, 0xff, 0x44, 0x00,
0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00,
0x00, 0x00, 0xff, 0xff, 0xff, 0x2b, 0x00, 0x00, 0x00, 0x73, 0x65, 0x71, 0x75,
0x65, 0x6e, 0x74, 0x69, 0x61, 0x6c, 0x5f, 0x31, 0x2f, 0x64, 0x65, 0x6e, 0x73,
0x65, 0x5f, 0x35, 0x2f, 0x42, 0x69, 0x61, 0x73, 0x41, 0x64, 0x64, 0x2f, 0x52,
0x65, 0x61, 0x64, 0x56, 0x61, 0x72, 0x69, 0x61, 0x62, 0x6c, 0x65, 0x4f, 0x70,
0x00, 0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x5e, 0xff, 0xff, 0xff,
0x44, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x04,
0x00, 0x00, 0x00, 0x50, 0xff, 0xff, 0xff, 0x2b, 0x00, 0x00, 0x00, 0x73, 0x65,
0x71, 0x75, 0x65, 0x6e, 0x74, 0x69, 0x61, 0x6c, 0x5f, 0x31, 0x2f, 0x64, 0x65,
0x6e, 0x73, 0x65, 0x5f, 0x34, 0x2f, 0x42, 0x69, 0x61, 0x73, 0x41, 0x64, 0x64,
0x2f, 0x52, 0x65, 0x61, 0x64, 0x56, 0x61, 0x72, 0x69, 0x61, 0x62, 0x6c, 0x65,
0x4f, 0x70, 0x00, 0x01, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0xae, 0xff,
0xff, 0xff, 0x44, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00,
0x00, 0x04, 0x00, 0x00, 0x00, 0xa0, 0xff, 0xff, 0xff, 0x2b, 0x00, 0x00, 0x00,
0x73, 0x65, 0x71, 0x75, 0x65, 0x6e, 0x74, 0x69, 0x61, 0x6c, 0x5f, 0x31, 0x2f,
0x64, 0x65, 0x6e, 0x73, 0x65, 0x5f, 0x33, 0x2f, 0x42, 0x69, 0x61, 0x73, 0x41,
0x64, 0x64, 0x2f, 0x52, 0x65, 0x61, 0x64, 0x56, 0x61, 0x72, 0x69, 0x61, 0x62,
0x6c, 0x65, 0x4f, 0x70, 0x00, 0x01, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
0x00, 0x00, 0x0e, 0x00, 0x14, 0x00, 0x04, 0x00, 0x00, 0x00, 0x08, 0x00, 0x0c,
0x00, 0x10, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x2c, 0x00, 0x00, 0x00, 0x01, 0x00,
0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00, 0x04, 0x00, 0x04,
0x00, 0x04, 0x00, 0x00, 0x00, 0x0d, 0x00, 0x00, 0x00, 0x64, 0x65, 0x6e, 0x73,
0x65, 0x5f, 0x33, 0x5f, 0x69, 0x6e, 0x70, 0x75, 0x74, 0x00, 0x00, 0x00, 0x02,
0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x01, 0x00,
0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0a, 0x00, 0x0c, 0x00, 0x07,
0x00, 0x00, 0x00, 0x08, 0x00, 0x0a, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x09,
0x03, 0x00, 0x00, 0x00,
};
const int sine_model_len = 2552;
----------------------------------------------------------------------------------------------
posted on
浙公网安备 33010602011771号