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Model Export #45

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wglassly opened this issue Jan 12, 2024 · 5 comments
Open

Model Export #45

wglassly opened this issue Jan 12, 2024 · 5 comments
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enhancement New feature or request

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@wglassly
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Need Export API

@rodrigodesalvobraz rodrigodesalvobraz added the enhancement New feature or request label Jan 12, 2024
@rodrigodesalvobraz
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Thanks, added to our TODO.

@cryptexis
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cryptexis commented Feb 1, 2024

+1 to that.

The library is very powerful indeed. However, Pearl is about productionizing RL pipelines. And there is no information neither in documentation nor in form of a tutorial on how to export the agent/policy and how to use in production.

@rodrigodesalvobraz rodrigodesalvobraz removed the enhancement New feature or request label Feb 2, 2024
@rodrigodesalvobraz rodrigodesalvobraz self-assigned this Feb 2, 2024
@rodrigodesalvobraz
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rodrigodesalvobraz commented Feb 2, 2024

Thanks for the suggestion. We currently use a Meta-internal method for saving models which won't work externally. We are prioritizing addressing this issue in the open source version.

@AliceHZhu
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Is there an estimate on how soon exporting/loading trained agent/policy (better with checkpoints) will be available?

@rodrigodesalvobraz
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Is there an estimate on how soon exporting/loading trained agent/policy (better with checkpoints) will be available?

Thanks for checking. This is one of our highest priorities (along with others such as having more tutorials). I hope we can get this done in the next couple of weeks. I will post a comment here when it's done.

@rodrigodesalvobraz rodrigodesalvobraz added the enhancement New feature or request label Feb 16, 2024
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