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Asynchronous Distributed Hyperparameter Optimization.

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# Description Add an Orion benchmark task wrapper over [HPOBench](https://github.com/automl/HPOBench). ## Tests - [x] I added corresponding tests for bug fixes and new features. If possible, the tests fail without...

# Description Basic tests for the SpeechBrain model example we are adding to the doc,. # Changes Adding of some tests, as well as a download_data.py script. ## Tests -...

# Description Hi @bouthilx ! This is a PR to fix #953 . Commands `orion db dump` and `orion db load` are added. - `orion db dump` show already fully...

This was necessary because of an issue with Ax: https://github.com/Epistimio/orion/issues/999 But it is now fixed: https://github.com/facebook/Ax/releases/tag/0.2.8

bug

See https://github.com/Epistimio/orion/pull/998 And https://github.com/facebook/Ax/issues/1153

enhancement

# Description Adding a simple tutorial for integrating Orion with a speech-recognition model from Speechbrain. # Changes Just adding a page in the tutorials section and some code in examples...

When running ``orion hunt``, the first iteration typically works fine, but I get the following traceback on the second iteration: ``` Traceback (most recent call last): File "/home/legaultm/mlenv3/bin/orion", line 8,...

bug

# Description Hi @bouthilx ! I don't know where's the best place to report this work, so I made a PR here. This PR adds new Orion Web API entries...

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