I find myself watching tensorboard more than working- just wondering if others who have fallen into this pattern have words of advice wrt productivity

  • blearx@alien.topBEnglish
    1·
    1 year ago

    I wondered about weights and biases. Does it go well with tensorflow? Are you liking it so far?

    • timo_kk@alien.topBEnglish
      1·
      1 year ago

      Yeah, I’m liking it. It has strengths and weaknesses like every tool. The biggest advantages for me are:

      • Dead easy to use.
      • Very good for collaborations: You can set up teams or share reports.
      • Good features for analyzing results: You can filter, group etc.

      Disadvantages:

      • The interface becomes slow when you’ve uploaded lots of runs to the same project. That’s why I usually split runs into multiple projects depending on the hypotheses that I want to verify.
      • Exporting data from the server is not trivial. Once you’ve figured it out though you can re-use your code.

      The pros outweigh the cons for me.