How can we choose epoch?

Question

How can we choose epoch?

vhnamgau opened this issue 5 years ago · 3 comments

It is difficult to choose the suite epoch for stopping training. Could you please give us some document regarding this task.
Thanks

Answer 1 · 2020-02-15T16:41:19.000Z

You may use TensorBoard to monitor the loss while training, and stop as it going steady. Here is the link of setting up: TensorBoard.

Answer 2 · 2020-02-17T03:08:26.000Z

Thanks Chenxia Han for your answer.
TenserBoard is a tool to monitor : RcnnL1, RcnnAcc, RpnL1,RpnAcc. But how can I choose the epoch to stop training. We also need more document regarding RcnnL1, RcnnAcc, RpnL1,RpnAcc.

Answer 3 · 2020-02-26T04:32:04.000Z

Hi, you can simply choose the last epoch. Since it is hard for network to overfit a large dataset like COCO. Training longer and you will get better performance.