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Posted to dev@singa.apache.org by "Jinyang Gao (JIRA)" <ji...@apache.org> on 2015/10/02 08:31:26 UTC

[jira] [Created] (SINGA-80) New Blob Level and Address Level Math Operation Interface

Jinyang Gao created SINGA-80:
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             Summary: New Blob Level and Address Level Math Operation Interface
                 Key: SINGA-80
                 URL: https://issues.apache.org/jira/browse/SINGA-80
             Project: Singa
          Issue Type: Improvement
            Reporter: Jinyang Gao
            Assignee: Jinyang Gao


We are going to provide a new two level math interface to replace the current mshadow. The higher blob level interface is going to be used by layer level.  It is xpu transparent, and will support general matrix, element-wise, reduce/expand, pack/unpack operations and etc. in blob level. There is no further need to transfer the blob object into tensor object before math operation. The lower address level interface is going to support efficient cpu/gpu computing task on simple data array. 



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