How do you read Tensorboard files programmatically?

Question

How can you write a python script to read Tensorboard log files, extracting the loss and accuracy and other numerical data, without launching the GUI tensorboard --log

Answer 1

To finish user1501961's answer, you can then just export the list of scalars to a csv file easily with pandas pd.DataFrame(ea.Scalars('Loss)).to_csv('Loss.csv')