Problem of the updating of prev_checkpoint

[YaooXu]

It seems that the prev_checkpoint is not be updated even if checkpoint is updated, which makes a checkpoint will be tested more than once some times.

[eisenjulian]

Thanks for flagging, we have fixed the issue and will be uploading an updated version of the code soon