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Monitor dashboard #1

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aron-bordin opened this issue Nov 30, 2017 · 0 comments
Open

Monitor dashboard #1

aron-bordin opened this issue Nov 30, 2017 · 0 comments

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@aron-bordin
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aron-bordin commented Nov 30, 2017 •
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The dashboard will display useful data about the training:

  • bach/epoch progress bar, and estimated time to complete
  • training/validation loss plot (with std)
  • button to pause/resume/stop training (requires modification in the Model api)
  • button to save the current state of the model
  • plot model parameters and grad analysis (a checkbox with some options: min/max/mean/std/norm/etcs, and plot this analysis while training). Since it should increase computing time, this should be manually activated by the user.
  • Plot weights
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