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feat: local loop prototype #579

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feat: local loop prototype #579

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@bassmang bassmang commented Apr 5, 2023

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jackgerrits and others added 26 commits May 19, 2022 15:13
This consumes the binary parser to do most of the work and is implemented as part of rlsim.
This change implements a local joining and training loop in rlclientlib
* remove old implementation of local model

* Formatting
* Add ctr to cb and add an option to refresh after every n examples

* formatting
New order:
Get model from federated client
If new model received, train it on events generated with old model
If new model received, upload delta to client
Return latest model data for local inference

Old order:
Train model on local events
If new model received on previous call, generate a delta and upload to client
Ask client for updated model
Return latest model data for local inference

Also merge changes from master branch
* feat: add id and counter

* clang

* user id field

* clang

* rm move

* cl;ang

* try catch

* tidy

* add id to config

* fix test
@ataymano ataymano mentioned this pull request Nov 2, 2023
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3 participants