Hi,
1. "Does it mean led still blinks after reboot but after some time the MCU crash? how long the MCU crash after the reboot."
R: No, the led and MCU stop at the exact moment after reboot
2. "he board still works if repower the board , but only has this problem if press on board reset button?"
R: Yes, the board goes back to working normally when I take it out and put it on at full power. And the problem appears when using the reset button on the board and when using multiple Watchdog resets.
Remembering that, I performed the same tests with more than one board, and both showed the same problem.