Search code examples
pythontensorflowlinegraphtensorboard

Tensorboard: Show all summaries of single run

I need to run my machine learning program in tensorflow and write the summary in a file (to display for tensorboard). Assume that the program can stop freely at any time.

However, the problem is Tensorflow will write a new summary in a as a new file. Tensorboard will show only linegraph the latest summary (overwriting the previous ones). I want to show both the latest summary and the previous one.

I would be grateful if anyone can provide some guidance on this problem

Solution

  • Save the summaries to the different subdirectories, e.g. for the first run, save to logs/run1, and for the second to logs/run2. When you start tensorboard as:

    tensorboard --logdir logs

    Then both of your runs will be depicted on common plots (where applicable).