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Parallel Training #12

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elrodrigues opened this issue Sep 18, 2023 · 1 comment
Open

Parallel Training #12

elrodrigues opened this issue Sep 18, 2023 · 1 comment
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enhancement New feature or request

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Extend trainer/runner/environment from #11 for parallel training.
@elrodrigues elrodrigues added the enhancement New feature or request label Sep 18, 2023
@elrodrigues elrodrigues self-assigned this Sep 18, 2023
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elrodrigues commented Sep 18, 2023 •
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On second thought, parallel training may be achieved without #11 by wrapping our current environment in a 'pool' wrapper.

This pool would have a manager or a cron job based on time or episodes that will periodically soft-sync models to a 'master' model to rapidly accumulate experience, assuming all jobs are normalized identically. This master model would then be distributed to env-threads in this pool for further (distributed) training.

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