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General solving pipeline #6

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6 tasks done
MarcelBruckner opened this issue Nov 4, 2019 · 2 comments
Open
6 tasks done

General solving pipeline #6

MarcelBruckner opened this issue Nov 4, 2019 · 2 comments
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@MarcelBruckner
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enhancement New feature or request
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MarcelBruckner commented Nov 4, 2019 •
edited

A pipeline for solving neural nets is needed.
Basic capabilities are:

  • Pass a model to optimize
  • Switch between solving algorithms (SGD, Adam, ...)
  • Adjust parameters of solver
  • Train solver
  • Verbose output of training loss
  • Verbose output of training and validation accuracy
@MarcelBruckner MarcelBruckner added the enhancement New feature or request label Nov 4, 2019
@MarcelBruckner MarcelBruckner self-assigned this Nov 4, 2019
@MarcelBruckner MarcelBruckner added this to To do in Code via automation Nov 4, 2019
@MarcelBruckner MarcelBruckner moved this from To do to In progress in Code Nov 4, 2019
@MarcelBruckner
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Added really nice dynamic printing of Bokeh plots for accuracies and loss.

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Saving the whole solver is missing.

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@MarcelBruckner