mphowardlab / mphowardlab/relentless
Write Adam parameters to file
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good first issue
- Dominant language
- Python
- Stars
- 13
- Forks
- 1
- PR merge metrics
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Description
We should have Adam write a file for each iteration with the necessary parameters required to restart the optimization.
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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 locating the Adam optimizer and its per-iteration update loop. Determine which parameters are required to restart an optimization and how each iteration's file should represent them. Done means the required state is written on every iteration and is sufficient to resume the optimization.
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Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Quiet
- Clarity
- Needs clarification
- Newbie friendliness
- 45/100