gitdagshub

How to create a new Git experiment on DAGsHub

To create a new experiment on DAGsHub using Git, what should be the format of ".._metrics.csv" and ".._params.yml" files?

Unfortunately, I can't find a reference anywhere.

Solution

  • TL;DR: For the metrics.csv file:

    Name,Value,Timestamp,Step
loss,2.29,1573118607163,1
epoch,0,1573118607163,1
loss,2.26,1573118607366,11
epoch,0,1573118607366,11
loss,1.44,1573118607572,21
epoch,0,1573118607572,21
loss,0.65,1573118607773,31
avg_val_loss,0.17,1573118812491,3375

    For the params.yml

    batch_size: 32
learning_rate: 0.02
max_nb_epochs: 2

    You can find more in-depth explanations here:

    https://dagshub.com/docs/reference/git-tracking/#metrics-schema

    https://dagshub.com/docs/reference/git-tracking/#parameter-schema