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From "Nakul Jindal (JIRA)" <j...@apache.org>
Subject [jira] [Created] (SYSTEMML-1461) Make GPUContext ready for exploitation by multiple threads
Date Tue, 04 Apr 2017 20:44:41 GMT
Nakul Jindal created SYSTEMML-1461:
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             Summary: Make GPUContext ready for exploitation by multiple threads
                 Key: SYSTEMML-1461
                 URL: https://issues.apache.org/jira/browse/SYSTEMML-1461
             Project: SystemML
          Issue Type: Improvement
          Components: Runtime
            Reporter: Nakul Jindal


Currently, a single static instance of GPUContext is created. 
For a multithreaded pardo, with each thread using a different GPU, this will not work, since
each GPU has its own cublas, cusparse & cudnn handle; not to mention their own memory
management.
This JIRA works towards making the GPUContext & other related classes ready for a multithreaded
pardo.



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