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Log extraction

How to extract logs from AWS CloudWatch in the correct format.

  1. Go to CloudWatch
  2. Click on Logs Insights in the left menu
  3. Select the correct log group and time range
  4. Run the following query: 
    fields @timestamp, @message
    | filter @message like /\Q{'loss': \E.*\Q, 'learning_rate': \E.*\Q, 'epoch': \E.*\Q}\E/
  5. Click on Export results and select CSV
  6. Save the file as training-log-events-{MODEL-VARIANT}-DD-MM-YY.csv in the logs folder.