Experiment tracking with W&B #49
Merged
Conversation
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
dmitryduev
commented
Sep 15, 2021
mcoughlin
approved these changes
Sep 18, 2021
| # value should refer to features section of this config | ||
| features: phenomenological | ||
| # our "labels" are floats [0., 0.25, 0.5, 0.75, 1.] | ||
| threshold: 0.7 | ||
| # balance ratio for the prevalent class. leave as null to use all available data | ||
| threshold: 0.9 |
There was a problem hiding this comment.
Huh, good question :) No idea, but I don't think it matters that much.
| time_tag = datetime.datetime.utcnow().strftime("%Y%m%d_%H%M%S") | ||
|
|
||
| if not kwargs.get("test", False): | ||
| wandb.login(key=self.config["wandb"]["token"]) |
There was a problem hiding this comment.
A link to where to documentation for where to grab one's token?
There was a problem hiding this comment.
W&B's wizard will actually print out the url if you're running it the first time from the command line. Added anyways.
|
@mcoughlin mind merging once the CI is green? |
|
😍 |
|
@dmitryduev I merge now? |
|
@mcoughlin actually, let me add one more thing (I don't track test acc/precision/etc). I'll ping you. |
|
@mcoughlin should be ready for re-review. |
|
Beautiful. |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
This PR adds basic experiment tracking with Weights & Biases for DNN training.