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> try lr 1e-3 Thank you for your reply. After I retrained, the loss could go down. But the final ap is only 0.03. I don't know why ![Snipaste_2021-02-06_09-56-34](https://user-images.githubusercontent.com/19700402/107105697-8f962e80-6862-11eb-9724-fbdf485fdc30.png)

> try lr 1e-3 ![Snipaste_2021-02-06_13-52-02](https://user-images.githubusercontent.com/19700402/107110426-9b91e880-6882-11eb-878b-d5b8a8dbab1a.png)