Closed mathpluscode closed 2 years ago
I could do this, I have experience with WandB?
TODOs:
Not sure how we are going to test that WandB is logging a run though. @mathpluscode @YipengHu any ideas?
Not sure how we are going to test that WandB is logging a run though. @mathpluscode @YipengHu any ideas?
We will need to mock these functionalities.
Not sure how we are going to test that WandB is logging a run though. @mathpluscode @YipengHu any ideas?
We will need to mock these functionalities.
How? Any links? Not even sure we can mock this.
Not sure how we are going to test that WandB is logging a run though. @mathpluscode @YipengHu any ideas?
We will need to mock these functionalities.
How? Any links? Not even sure we can mock this.
Here's an example mocking gcloud functions https://stackoverflow.com/questions/62803901/python-unittest-mock-google-storage-how-to-achieve-exceptions-notfound-as-side
The main idea is just to pretend that we've called the wandb functions. The package would be https://docs.python.org/3/library/unittest.mock.html. This is the common choice instead of using pytest
.
For further details, I do not understand these 100% so better to google it ;)
Maybe cose #476 because this is available in WB.
Maybe cose #476 because this is available in WB.
@mathpluscode ?
Maybe cose #476 because this is available in WB.
@NMontanaBrown What WB has are basic methods like grid search or random search or Bayesian. Ofc it's a good starting point, but I think we do not have to close that issue, as:
adding W&B for logging and adding W&B for hyper parameters can be two different things. Specially hyper parameter tuning requires changes of configs I believe.
we may want to look at some more advanced tuning techniques:)
Ok, in any case @YipengHu and I talked about closing this ticket soon because WandB should provide tests for their successful running, not sure worth mocking.
Ok, in any case @YipengHu and I talked about closing this ticket soon because WandB should provide tests for their successful running, not sure worth mocking.
@NMontanaBrown you can skip these test requirements for now?
This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. Thank you for your contributions.
This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. Thank you for your contributions.
Subject of the feature
It can be very helpful to allow users to upload their training results to W&B https://wandb.ai/site in addition to tensorboard.
This feature should be activated using either config / env variable.