Setepenre

Add an option for Dection Models to return cost in eval mode as well (validation, test loss)

9

We need to get the model cost in eval mode when we compute validation loss/cost for hyper parameter search. At the moment eval mode only returns the detection without the...

* Make sure user get the sub process output right away so they can have a sense of the progress of their script

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[WIP] HPO remote service

6

Base implementation to get some ideas

Make the storage instance an explicit requirement to an instantiated Experiment

Add Python 3.10

3

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Just to try

Direct interaction with the storage object should be limited, so they can be override with remote API calls instead. # Known offending code * `orion\core\worker\trial_pacemaker.py`

# Design Discussion #911 # Potential Blockers * The Storage/Database singleton and how Falcon is going to handle each clients might conflict (multiprocess) * https://github.com/Epistimio/orion/issues/606 * Multiuser on the same...

Allow multiuser on the same database

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This is required for Orion as a Service (#912) and the knowledge base for warm starting (#910). Currently every users are working on their own database on the same MongoDB...