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GPU Accelerated Machine Learning

Setup Time:
60 minutes
Start:
Tuesday, March 20, 2018 at 06:00pm
End:
Tuesday, March 20, 2018 at 08:00pm
Teardown Time:
15 minutes
Member:
Type:
Meetup
Estimated size:
70
URL:
Fee:
Rooms:
Large Event Room

Details:
Deep learning algorithms have benefited greatly from the recent performance gains of GPUs. However, it has been unclear whether GPUs can speed up machine learning algorithms such as generalized linear modeling, random forests, gradient boosting machines, and clustering. H2O.ai, the leading open source AI company, is bringing the best-of-breed data science and machine learning algorithms to GPUs. We introduce H2O4GPU, a fully featured machine learning library that is optimized for GPUs with a robust python API that is drop dead replacement for scikit-learn. We'll demonstrate benchmarks for the most common algorithms relevant to enterprise AI and showcase performance gains as compared to running on CPUs.

Notes:


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