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Waikato / meka

Multi-label classifiers and evaluation procedures using the Weka machine learning framework.
http://waikato.github.io/meka/
GNU General Public License v3.0
200 stars 76 forks source link

Running MEKA on GPU #62

Closed pipinstallyogi closed 5 years ago

pipinstallyogi commented 5 years ago

Hello Everyone, Is it possible to run MEKA on a GPU? For instance, is it possible to run the CLI for MEKA to somehow use the power of GPU instead of letting it run on CPU? As running MEKA on CPU sometime is very time consuming especially with huge amount of data and some particulat algorithms like kNN or Random forest. I know that Machine learninf takes time but still if there is any way to explore the power of GPU for MEKA it will be great. Can that be done? Any inputs will be higly appreciated. thanks in advance

fracpete commented 5 years ago

Unfortunately, no. Meka is pure Java and runs across multiple platforms, but only on the CPU. You'd need to completely rewrite Meka to get GPU support.