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Add scalar support to TensorCollection #799

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merged 12 commits into from
Jul 10, 2023

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nkoppel
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@nkoppel nkoppel commented Jun 28, 2023

Currently, adds infrastructure to use scalar values with the TensorCollection system. Resolves #485. A limitation of this is that boolean attributes cannot be used, as bool does not implement num_traits::NumCast. Currently, the only way to use bool attributes is to transmute from &bool to &u8, as doing &(b as u8) causes lifetime issues.

@nkoppel nkoppel marked this pull request as draft June 28, 2023 23:00
@nkoppel nkoppel changed the title Add hyperparameter support to TensorCollection Add scalar support to TensorCollection Jun 28, 2023
@nkoppel nkoppel marked this pull request as ready for review June 29, 2023 00:14
@nkoppel nkoppel force-pushed the serialize_optimizers branch from 95c3d05 to 0dbb1e0 Compare June 29, 2023 05:07
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@coreylowman coreylowman left a comment

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Nice updates, thanks for this 🚀

@coreylowman coreylowman merged commit c161811 into coreylowman:main Jul 10, 2023
@nkoppel nkoppel deleted the serialize_optimizers branch July 11, 2023 00:55
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Non-tensor attributes of nn objects are not saved by SaveToNpz/LoadFromNpz
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