Training Deep Neural Networks on Distributed GPUs

In this talk, Dr. Nikolaos Bakas talks about scaling deep neural networks across multiple GPUs for computer vision tasks, highlighting the data parallelization method.

The meetup was organized jointly with the Computation-based Science and Technology Research Center (CaSToRC) of The Cyprus Institute.

Training Deep Neural Networks on Distributed GPUs

PyData is an educational program of NumFOCUS, a 501(c)3 non-profit organization in the United States. PyData provides a forum for the international community of users and developers of data analysis tools to share ideas and learn from each other. The global PyData network promotes discussion of best practices, new approaches, and emerging technologies for data management, processing, analytics, and visualization. PyData communities approach data science using many languages, including (but not limited to) Python, Julia, and R. PyData conferences aim to be accessible and community-driven, with novice to advanced level presentations. PyData tutorials and talks bring attendees the latest project features along with cutting-edge use cases.