Tensorboard Integration
Nobody has claimed this yet.
- Dominant language
- HTML
- Stars
- 226
- Forks
- 34
- PR merge metrics
- No merged PRs in 30d
Description
FGLab has some built-in graph UI:
TensorFlow's TensorBoard has a full-featured, interactive web GUI for visualizing training output:
Would it be possible to store the TensorBoard summary files in FBLab's database and then link from the FBLab web UI to open the TensorBoard UI? Ideally, FBLab would even be able to read stored values (train loss, val loss, etc.) directly from the TensorBoard summary files.
This would be an awesome integration for TensorFlow users.
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
No files, tests, or entry points are named. Start by reviewing FGLab’s existing graph UI and the linked TensorBoard summary documentation; done would mean storing summary files, linking to TensorBoard from the web UI, and reading values such as training and validation loss.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- html
- Domain
- database, machine-learning, web-dev
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100