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Savepoints for backprop #1

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mikecmpbll opened this issue Nov 28, 2017 · 2 comments
Closed

Savepoints for backprop #1

mikecmpbll opened this issue Nov 28, 2017 · 2 comments

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@mikecmpbll
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Configurable savepoints (after x iterations?) with sane defaults.
@mikecmpbll
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needs to save:

  • the connection weights
  • the optimisation variables (historical gradient etc etc)
  • iteration count?

we'll use Network#params for the connection weights, and all optimisers should implement state and load_state methods which will be used when saving and restoring.

@mikecmpbll
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mikecmpbll commented Nov 28, 2017 •
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currently the iterations are handled in implementation code, not Backprop. this should change first before we can do this properly. #7

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@mikecmpbll