Ensure AutoML respects max_runtime_secs

Description

AutoML takes longer time than the time given. Sometimes 2.7-2.9 times.

A couple of examples from Jenkins run 6666
http://mr-0xc1:8080/view/H2OAI/job/h2oai-benchmark-quick/1229/consoleFull

AutoML given same time as H2OAI but takes much longer

H2OAI time (sec): 253.00870013237
22:56:39 AutoML original time (sec): 685.0196287631989
2.7x

23:17:21 H2OAI time (sec): 288.0384900569916
23:17:21 AutoML original time (sec): 841.4690053462982
2.9x

etc

Assignee

Sebastien Poirier

Fix versions

Reporter

Magnus Stensmo

Support ticket URL

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Labels

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Affected Spark version

None

Customer Request Type

None

Task progress

None

CustomerVisible

No

Epic Link

Components

Priority

Major
Configure