Submit a sessionΒΆ

Usage:

nsml submit Options SESSION_NAME CHECKPOINT

Submit your score to the leaderboard by submitting a session.The number of submission is not limited, but you can submit only a single session in an hour. (submissions using the -t option are not counted.)

Example:
nsml submit nsmlteam/mnist/4 32

nsml submit -t nsmlteam/mnist/4 32
Options:
-t, --test

Submit the session in test mode

before actually submitting your score.

After submitting in test mode, you can see logs and

debugging when session is newly created.

Troubleshooting:

During the submssion,

Error: Submit/infer session is stopped right after runnig. Please check your code again

If you see the above messages, the error occurs before the nsml.paused() is called. It can occurs by the two cases.

  1. When test_data or test_label is accessed before nsml.paused() is called.

  2. During the process of nsml.load().

You can debug and resovle the error through the nsml submit -t SESSION CKPT.