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Add error logs to the training loop #62

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@sweep-nightly sweep-nightly bot commented Oct 15, 2023

Description

This PR adds error logs to the training loop in the src/main.py file. The training loop is responsible for training the model over a certain number of epochs. With the addition of error logs, any exceptions or errors that occur during the training process will be logged, providing useful information for debugging and tracking the progress of the training.

Summary of Changes

  • Imported the logging module at the beginning of the src/main.py file.
  • Configured the logging module to output logs to a file named training.log with a level of INFO.
  • Added a try-except block around the code that could potentially raise an exception in the training loop.
  • In the except block, logged the exception using the logging module.
  • Also logged the current epoch and batch number in the except block for context.

Please review and merge this PR. Thank you!

Fixes #1.


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sweep-nightly bot commented Oct 15, 2023

Rollback Files For Sweep

  • Rollback changes to src/main.py

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sweep-nightly bot commented Oct 15, 2023

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@sweep-nightly sweep-nightly bot added the sweep label Oct 15, 2023
@sweep-nightly sweep-nightly bot closed this Oct 16, 2023
@sweep-nightly sweep-nightly bot deleted the sweep/add-error-logs_8 branch October 16, 2023 05:33
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Sweep: add error logs to the training loop
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