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[tune] Add AutoML algorithm of GeneticSearcher (#2699)

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Add new search algorithm (genetic) along with the base framework of the searcher (which performs some basic jobs such as logging, recording and organizing in our project).
Note that this is the initial commit. In the following days, we will add example, UT, and other refinements.
This commit is contained in:
old-bear
2018-09-12 09:17:04 -07:00
committed by Richard Liaw
parent bee743c152
commit f3c1194be3
8 changed files with 836 additions and 0 deletions
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test/jenkins_tests/run_multi_node_tests.sh
+4
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@@ -277,6 +277,10 @@ docker run -e "RAY_USE_XRAY=1" --rm --shm-size=10G --memory=10G $DOCKER_SHA \
python /ray/python/ray/tune/examples/mnist_pytorch_trainable.py \
--smoke-test
docker run -e "RAY_USE_XRAY=1" --rm --shm-size=10G --memory=10G $DOCKER_SHA \
python /ray/python/ray/tune/examples/genetic_example.py \
--smoke-test
docker run -e "RAY_USE_XRAY=1" --rm --shm-size=10G --memory=10G $DOCKER_SHA \
python /ray/python/ray/rllib/examples/legacy_multiagent/multiagent_mountaincar.py