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Our current codebase uses mahout, which does not support in-place vector computation, leads to redundant memory allocation. For both performance and scalability, we should use other library supports in-place update. I investigated two netlib-java using libraries mtj and breeze, and mtj performed better than breeze. (In fact, breeze >= mtj > java-wrapped breeze)
The text was updated successfully, but these errors were encountered:
Our current codebase uses
mahout
, which does not support in-place vector computation, leads to redundant memory allocation. For both performance and scalability, we should use other library supports in-place update. I investigated twonetlib-java
using librariesmtj
andbreeze
, andmtj
performed better thanbreeze
. (In fact,breeze
>=mtj
> java-wrappedbreeze
)The text was updated successfully, but these errors were encountered: