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app's Issues

Aggregate distributed processes

Currently, the server only uses data from the master process in a distributed run. ideally, all the processes should be aggregated.

Local file system to sync with app

Service needs to be implemented to communicate the server and a local machine.

  • Sync deleted/active/stale runs.
  • Delete checkpoints/artefacts/Tensor board logs/runs from UI.
  • Send disk space usage of each runs to the server.
  • Check whether the local machine is actively communicating with the server.

Hyperparameters are not working

  1. Currently, some of the hyperparameters are showing incorrect (rounded integer) values. GET /api/v1/run/[id] is returning correct types and values.
  2. Hyperparameter saving is not working for all hyperparameters (no matter if it is displayed correctly), either by tweaking sliders or by manually entering values. POST /api/v1/hyper_params/[id] is returning 500 now.

Though these are more likely two separate issues, they both appeared today (on app.labml.ai).

The screenshot of the first issue:
drawing

The numbers on the Run page shows correct numbers:
drawing

Smoothing in log scale

Currently, we use linear scale smoothing for the Log-chart. Preferably, Log scale smoothing should be used.

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