TensorFlow - Importing data from a TensorBoard TFEvent file?

Question

I\'ve run several training sessions with different graphs in TensorFlow. The summaries I set up show interesting results in the training and validation. Now, I\'d like to ta

Answer 1

As Fabrizio says, TensorBoard is a great tool for visualizing the contents of your summary logs. However, if you want to perform a custom analysis, you can use tf.train.summary_iterator() function to loop over all of the tf.Event and tf.Summary protocol buffers in the log:

for summary in tf.train.summary_iterator("/path/to/log/file"):
    # Perform custom processing in here.

UPDATE for tf2:

from tensorflow.python.summary.summary_iterator import summary_iterator

You need to import it, that module level is not currently imported by default. On 2.0.0-rc2