Commit graph

2 commits

Author SHA1 Message Date
Kai Fricke
4014168928
[tune] Introduce durable() wrapper to convert trainables into durable trainables (#14306)
* [tune] Introduce `durable()` wrapper to convert trainables into durable trainables

* Fix wrong check

* Improve docs, add FAQ for tackling overhead

* Fix bugs in `tune.with_parameters`

* Update doc/source/tune/api_docs/trainable.rst

Co-authored-by: Richard Liaw <rliaw@berkeley.edu>

* Update doc/source/tune/_tutorials/_faq.rst

Co-authored-by: Richard Liaw <rliaw@berkeley.edu>

Co-authored-by: Richard Liaw <rliaw@berkeley.edu>
2021-02-26 13:59:28 +01:00
Kai Fricke
1ef2a6790c
[tune] add scalability release tests (#13986)
* Add scalability tests

* Network overhead cluster

* Update xgboost tests

* Document release tests

* Don't raise on failed trial

* Update to multi node yamls

* Update yamls

* Revert xgboost test changes

* Fix import

* Update release/tune_tests/scalability_tests/workloads/test_bookkeeping_overhead.py

Co-authored-by: Richard Liaw <rliaw@berkeley.edu>

* Pass aws credentials (WIP)

* Update durable trainable example

* Update xgboost sweep

* Change xgboost scope, fix durable trainable stop condition

* Fix max depth to limit total test length

* Add cluster information to test descriptions. Update release checklist/process docs

Co-authored-by: Richard Liaw <rliaw@berkeley.edu>
2021-02-10 17:16:31 +01:00