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GPU Accelerated Machine Learning

Setup Time:
60 minutes
Tuesday, March 20, 2018 at 6:00pm
Tuesday, March 20, 2018 at 8:00pm
Teardown Time:
15 minutes
Estimated size:
Large Event Room

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.


Member RSVP

Hacker Dojo members may login to reserve space in the event room up to 48 hours before the event.

Member RSVP does not imply event registration if applicable.