Failed auto takeoff using catapult launch

Hi. I am having trouble during auto takeoff using catapult launch. After I changed the mode to auto, the motor started to spin. I waited for a few seconds and then launched the plane. It shoot to the sky for only a few second and then suddenly it roll to the left and drop.

I had successful repeatable manual takeoff before this. I am using Arduplane v.3.8.4 and skywalker 2015 airframe.

Here are my parameters for catapult launching auto takeoff:
TKOFF_THR_MINACC = 0
TKOFF_THR_DELAY = 0

Here is my datflash log: Dataflash log - Google Drive

I am hoping that who has experienced in using catapult launch / great in log analysis can guide me.

Thanks.