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Learn the fundamentals of GPU computing in this lecture delivered as part of the FTSky program on fast radio transients. Explore how Graphics Processing Units can be leveraged for high-performance computing applications in astrophysics and data processing. Discover the architecture and programming models that make GPUs particularly well-suited for parallel processing tasks commonly encountered in astronomical data analysis. Understand the key differences between CPU and GPU computing paradigms, and examine practical applications of GPU acceleration in the context of fast radio transient detection and analysis. Gain insights into programming techniques and optimization strategies for implementing GPU-based solutions in scientific computing environments.
Syllabus
Introduction to GPU Computing by Akash Bansode
Taught by
International Centre for Theoretical Sciences