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TODO.md

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syft/he

  • come up with generalized framework to keep track of when encrypted domain overflow is about to occur (so that it can be refreshed via an Oracle)

syft/he/fv.py

  • complete serialization / deserialization of keys and encrypted numbers.

syft/nn/linear.py

  • mini-batching to allow for more weight updates before homomorphic reset.
  • limit the number of training examples trainable before reset required