I think what you said is the key reason. According to my observation, when the block time offset exceeds 2000ms. This error is more likely to occur

Now, after the block time offset is less than 1000ms. The problem doesn't seem to be happening anymore。
I am currently using a high-speed HDD.If this problem often occurs, I may have to upgrade my hardware. Thank you again for your help！