Fail to use gpiote edge triggering to wake the system up

Question

I am now developing nRF52805 with SDK 17.1.0. I am trying to use long pressing to enter the sleeping mode and wake the system up using the short press. However, there is an issue that if I long-press the button, the system will enter the system off as expected, but instantly wake up operating like restarting. After I read the datasheet for nRF52, I realize that the wake-up should be triggered by the GPIO DETECT signal, however, if I would like to solve the above issue, I find that some developers use GPIOTE: GPIOTE_CONFIG_IN_SENSE_HITOLO function to sense the high-to-low signal of the gpio. But unfortunately, I try this function several times, but when I set the high accuracy as false, the function works the same as sense active low for the pin, while when I changed to set the high accuracy as true, the wake-up function could not work properly and stuck on the system off mode. Could anyone give me a way to solve these problems as I search the discussions but many of them meet the same issue but don't solve it? The following is my sample code. Thank you for the help. 
 
#define BSP_BUTTON_0 20
#define BUTTON_0_ID bsp_board_pin_to_button_idx(BSP_BUTTON_0) // Define the button pin 20 ID

/**@brief Handler for shutdown preparation.
 */
bool shutdown_handler(nrf_pwr_mgmt_evt_t event)
{

 uint32_t err_code;

 switch (event)
 {
 // NRF_PWR_MGMT_SHUTDOWN_GOTO_SYSOFF = NRF_PWR_MGMT_EVT_PREPARE_WAKEUP
 // Once the NRF_PWR_MGMT_SHUTDOWN_GOTO_SYSOFF is achieved, the system will jump to NRF_PWR_MGMT_EVT_PREPARE_WAKEUP directly
 case NRF_PWR_MGMT_EVT_PREPARE_WAKEUP:

 NRF_LOG_INFO("The machine enters the SLEEP MODE!");
 
 
 NRF_LOG_INFO("To wake up the machine, please press the button!");

 nrf_drv_gpiote_in_uninit(BSP_BUTTON_0); 
	
 
 nrf_drv_gpiote_in_config_t in_config = GPIOTE_CONFIG_IN_SENSE_HITOLO(false);
 

 in_config.pull = NRF_GPIO_PIN_PULLUP; 
 err_code = nrf_drv_gpiote_in_init(BSP_BUTTON_0, &in_config, NULL); 
 APP_ERROR_CHECK(err_code);
 
 nrf_drv_gpiote_in_event_enable(BSP_BUTTON_0, true);
 
 
 // Soft device system off function
 sd_power_system_off();
 
 break;
 }

 err_code = app_timer_stop_all();
 APP_ERROR_CHECK(err_code);

 return true;
}

static void short_button_press_cnt_timer_handler(void * p_content){}

/**@brief Register application shutdown handler with priority 0. */
NRF_PWR_MGMT_HANDLER_REGISTER(shutdown_handler, 0);


static void bsp_event_handler(bsp_event_t bsp_event)
{
 uint32_t err_code;

 switch (bsp_event)
 { 
 // BSP event for long press
 case BSP_EVENT_SLEEP:
 isLongPress = true; // Check the long pressing

 NRF_LOG_INFO("Long button press");
 NRF_LOG_INFO("The machine will enter SLEEP MODE in 1 second!");
 
 nrf_pwr_mgmt_shutdown(NRF_PWR_MGMT_SHUTDOWN_GOTO_SYSOFF); //Enter the sleep mode
 break;
 }
}


void buttons_leds_init(bool * erase_bonds)
{
 // Initialize the BSP 
 uint32_t err_code = bsp_init(BSP_INIT_LEDS | BSP_INIT_BUTTONS, bsp_event_handler);
 APP_ERROR_CHECK(err_code);
 
 // Assign the Button RELEASE action to WAKEUP event
 err_code = bsp_event_to_button_action_assign(BUTTON_0_ID, BSP_BUTTON_ACTION_RELEASE, BSP_EVENT_WAKEUP);
 APP_ERROR_CHECK(err_code);
 
 // Assign the Button LONG PRESS action to SLEEP event
 err_code = bsp_event_to_button_action_assign(BUTTON_0_ID, BSP_BUTTON_ACTION_LONG_PUSH, BSP_EVENT_SLEEP);
 APP_ERROR_CHECK(err_code);

}