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Has anyone done this serialization with a relational DB like Postgres - which is has this hugely performant key-value store called Hstore or JSONB ? This coupl
by sandGorgon 8y ago
Has anyone done this serialization with a relational DB like Postgres - which is has this hugely performant key-value store called Hstore or JSONB ?
This coupling to pytorch is very cool, but basing this on a production capable database like postgres (which has incredible hosted solutions like Google Cloud SQL, AWS RDS, Azure , etc) would be much more useful.
- tixocloud 8y agoWe’re exploring it at the moment. However, seems like there are many ways one could “save” a model. So far we’ve focused more on handling serialised models directly as opposed to storing key-values.
- sandGorgon 8y agowhat does that mean ? binary format ? Well the BLOB datatype in Postgresql is also production ready
- tixocloud 8y agoYes, from uploading raw code to accepting binary formats.
- mingodad 8y agoMaybe something like http://madlib.apache.org/ http://madlib.apache.org/ ?