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New Features

  • Added support for standard `SGD` & `Adam` optimizer with `row_sparse` gradient. 

  • Added `sparse.dot(dense, csr)` operator 

API Changes

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Depreciations

  • The Scala API name space is still called "ml.dmlc". The name space is likely be changed in a future release to "org.apache" and might brake existing applications and scripts.

Performance

 

  • Improved GPU inference speed by 20% when batch_size=1 (#9055)

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