Livelossplot logger
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- Dominant language
- Python
- Stars
- 4.8k
- Forks
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- Avg merge
- 5d 21h
- Merged PRs (30d)
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Description
🚀 Feature - Livelossplot logger
The logger that is similar to Neptune, W&B, tensorboard loggers available in Ignite.
livelossplot:
https://github.com/stared/livelossplot
ignite plugin that is available in the livelossplot:https://github.com/stared/livelossplot/blob/master/livelossplot/inputs/pytorch_ignite.py
notebook example:
https://github.com/stared/livelossplot/blob/master/examples/pytorch-ignite.ipynb
The logger can be extended to log other things in addition to metrics (for ex. learning rate).
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start by reviewing the linked livelossplot PyTorch Ignite integration and its pytorch-ignite.ipynb example, then compare them with Ignite's existing logger interfaces. The issue does not name repository files or tests; done would require a defined livelossplot logger scope, including how metrics and additional values such as learning rate are logged.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python, pytorch
- Domain
- machine-learning, observability
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100