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Document and improve summary data logging with tensorboard. #594

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lappalainenj opened this issue Jan 24, 2022 · 1 comment · Fixed by #704
Closed

Document and improve summary data logging with tensorboard. #594

lappalainenj opened this issue Jan 24, 2022 · 1 comment · Fixed by #704
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documentation Improvements or additions to documentation

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lappalainenj commented Jan 24, 2022 •
edited by michaeldeistler
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Method _summarize of NeuralInference logs to tensorboards SummaryWriter variables with names:

  • median_observation_distances
  • epochs_trained
  • best_validation_log_prob
  • validation_log_probs_across_rounds
  • train_log_probs_across_rounds
  • epoch_durations_sec_across_rounds

Their meanings are not documented. Also, the usage of x_0 is deprecated and can be removed.
@lappalainenj lappalainenj added the documentation Improvements or additions to documentation label Jan 24, 2022
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#586 (comment)

@janfb janfb mentioned this issue Jul 6, 2022
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@janfb janfb closed this as completed in #704 Jul 6, 2022
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Refactor logging with summary writer sbi-dev/sbi
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