Dongwon Kim created FLINK-8431:
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Summary: Allow to specify # GPUs for TaskManager in Mesos
Key: FLINK-8431
URL:
https://issues.apache.org/jira/browse/FLINK-8431 Project: Flink
Issue Type: Improvement
Components: Cluster Management, Mesos
Reporter: Dongwon Kim
Priority: Minor
Mesos provides first-class support for Nvidia GPUs [1], but Flink does not exploit it when scheduling TaskManagers. If Mesos agents are configured to isolate GPUs as shown in [2], TaskManagers that do not specify to use GPUs cannot see GPUs at all.
We, therefore, need to introduce a new configuration property named "mesos.resourcemanager.tasks.gpus" to allow users to specify # of GPUs for each TaskManager process in Mesos.
[1]
http://mesos.apache.org/documentation/latest/gpu-support/[2]
http://mesos.apache.org/documentation/latest/gpu-support/#agent-flags--
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