14–17 Oct 2019

Ajit Mathews
Vice President, Machine Learning Software Engineering, AMD

Ajit Mathews is the vice president of machine learning software engineering at AMD, where he’s the engineering leader responsible for the design and development of Radeon Open Compute (ROCm) machine intelligence software spanning deep learning frameworks, compilers, language runtimes, libraries and Linux compute kernel. Ajit is also responsible for the machine learning software road map and strategy. He’s passionate about distributed machine learning and high-performance computing. Ajit holds a master’s degree in computer science and an MBA from Kellogg.

Sessions

16:50–17:30 Thursday, 17 October 2019

Location: King's Suite - Sandringham

ROCm and Hopsworks for end-to-end deep learning pipelines

Implementing AI

Secondary topics: Deep Learning tools, Hardware, Machine Learning tools

Jim Dowling (Logical Clocks), Ajit Mathews (AMD)

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The Radeon open ecosystem (ROCm) is an open source software foundation for GPU computing on Linux. ROCm supports TensorFlow and PyTorch using MIOpen, a library of highly optimized GPU routines for deep learning. Jim Dowling and Ajit Mathews outline how the open source Hopsworks framework enables the construction of horizontally scalable end-to-end machine learning pipelines on ROCm-enabled GPUs. Read more.