Github user grisaitis commented on the issue:

    https://github.com/apache/spark/pull/17235
  
    @klueska it enforces a guaranteed number of GPUs allocated to the task, 
like other resource guarantees (e.g. cpu, memory). 
    
    The max GPU parameter is not a guarantee; you can specify 
"spark.mesos.gpus.max" to a number greater than 1 and still get zero GPUs 
allocated. This parameter guarantees that the requested number of GPUs are 
allocated. 


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