Stuck on an issue?
Lightrun Answers was designed to reduce the constant googling that comes with debugging 3rd party libraries. It collects links to all the places you might be looking at while hunting down a tough bug.
And, if you’re still stuck at the end, we’re happy to hop on a call to see how we can help out.
Weights are not logged when model is watched
See original GitHub issueThe gradients of the model are indeed logged but not the parameters.
Using: pytorch-lightning==1.0.4 torch==1.7.0 torchvision==0.8.1 wandb==0.10.9
mac os x 10.15.7
logger = pl.loggers.WandbLogger(project=hparams.project_name, save_dir=save_dir)
logger.log_hyperparams(vars(hparams))
logger.watch(model, log='all', log_freq=1)
Issue Analytics
- State:
- Created 3 years ago
- Reactions:1
- Comments:8 (2 by maintainers)
Top Results From Across the Web
Weights are not logged when model is watched #1471 - GitHub
I believe by default it is supposed to log only gradients, but you can change it by using argument log. Please see the...
Read more >Logging with Weights & Biases - Towards Data Science
Logging weight histograms is as simple as calling wandb.watch() and passing the network object as the argument.
Read more >When is one supposed to run wandb.watch so that weights ...
wandb.watch will only start working once you call wandb.log after a backwards pass that touches the watched Module (docs).
Read more >How to Use Weights & Biases with MMDetection - Wandb
Our goal today is simple: to use MMDetection to train an object detection model and see how Weights & Biases helps you log...
Read more >Log (Almost) Anything with Weights & Biases - YouTube
In this video, Weights & Biases Deep Learning Educator Charles Frye demonstrates how to log rich media -- charts, videos, point clouds, ...
Read more >
Top Related Medium Post
No results found
Top Related StackOverflow Question
No results found
Troubleshoot Live Code
Lightrun enables developers to add logs, metrics and snapshots to live code - no restarts or redeploys required.
Start Free
Top Related Reddit Thread
No results found
Top Related Hackernoon Post
No results found
Top Related Tweet
No results found
Top Related Dev.to Post
No results found
Top Related Hashnode Post
No results found
I’m experiencing the same problem. Gradients are logged fine, but parameters don’t show up in wandb panels. Is there any way to tell why this is silently failing?
Hi @ariG23498 not really but it’s fine to close it.