bf0_hal_nn_acc.h

Header file -.

Author: Sifli software development team

Typedefs

typedef struct __NNACC_HandleTypeDef NNACC_HandleTypeDef

Enums

enum HAL_NNACC_StateTypeDef

HAL NNACC State structures definition.

Values:

enumerator HAL_NNACC_STATE_RESET: NN_ACC not yet initialized or disabled

enumerator HAL_NNACC_STATE_READY: Peripheral Initialized and ready for use

enumerator HAL_NNACC_STATE_BUSY: An internal process is ongoing

enumerator HAL_NNACC_STATE_TIMEOUT: Timeout state

enumerator HAL_NNACC_STATE_ERROR: NN_ACC state error

enumerator HAL_NNACC_STATE_SUSPEND: NN_ACC process is suspended

enum HAL_NNACC_ModeTypeDef

Values:

enumerator HAL_NNACC_MODE_CONV2D

enumerator HAL_NNACC_MODE_CONV2D_UNSIGNED

enumerator HAL_NNACC_MODE_DEPTHWISE_CONV2D

enumerator HAL_NNACC_MODE_DEPTHWISE_CONV2D_UNSIGNED

Functions

HAL_StatusTypeDef HAL_NNACC_Init(NNACC_HandleTypeDef *nn_acc)

initialize the Neural network accelerator

参数:

nn_acc – [in] The Neural network accelerator instance

返回值:

HAL_OK – if success, otherwise failed.

HAL_StatusTypeDef HAL_NNACC_Start(NNACC_HandleTypeDef *nn_acc, NNACC_ConfigTypeDef *config)

Start Neural network CNN calulation.

参数:

nn_acc – [in] The Neural network accelerator instance
config – [in] CNN configuration

返回值:

HAL_OK – if success, otherwise failed.

HAL_StatusTypeDef HAL_NNACC_Start_IT(NNACC_HandleTypeDef *nn_acc, NNACC_ConfigTypeDef *config)

Start Neural network CNN calulation with interrupt mode.

参数:

nn_acc – [in] The Neural network accelerator instance
config – [in] CNN configuration

返回值:

HAL_OK – if success, otherwise failed.

void HAL_NNACC_IRQHandler(NNACC_HandleTypeDef *nn_acc)

CNN calulation interrupt handler.

参数:

nn_acc – [in] The Neural network accelerator instance

返回值:

None. –

struct NNACC_ConfigTypeDef

#include <bf0_hal_nn_acc.h>

Neural nextwork calulation configuration.

Public Members

const int8_t *input: Input vector.

const int8_t *wt: Weights.

const int8_t *bias: Bias.

int8_t *output: output

uint16_t in_dim_x: Input x dimension.

uint16_t in_dim_y: Input y dimension.

uint16_t in_ch_num: Input channel number.

uint16_t kernel_dim_x: CNN kernel x dimension.

uint16_t kernel_dim_y: CNN kernel y dimension.

uint16_t padding_x: x padding

uint16_t padding_y: y padding

uint16_t stride_x: x stride

uint16_t stride_y: y stride

uint16_t out_dim_x: Output x dimension.

uint16_t out_dim_y: Output y dimension.

uint16_t out_ch_num: Output channel number.

uint16_t bias_shift: Output bias shift.

uint16_t out_shift: Output shift.

HAL_NNACC_ModeTypeDef mode

struct __NNACC_HandleTypeDef

Public Members

NN_ACC_TypeDef *instance

HAL_NNACC_StateTypeDef state

void (*CpltCallback)(struct __NNACC_HandleTypeDef *nn_acc): NNACC complete callback.

void (*ErrorCallback)(struct __NNACC_HandleTypeDef *nn_acc): NNACC Error callback.