High Performance Scientific Computing with C 3.3: Vectorizing with AVX

High Performance Scientific Computing with C 3.3: Vectorizing with AVX

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Information Technology (IT), Architecture

University

Hard

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The video tutorial explores how to optimize code using the AVX instruction set on modern CPUs. It explains the difference between single instruction single data (SISD) and single instruction multiple data (SIMD) operations, highlighting the evolution from MMX to AVX-512. The tutorial demonstrates how to use compiler optimizations to significantly speed up code execution without rewriting it. It also discusses the importance of enabling specific compiler flags to fully utilize CPU capabilities, emphasizing the potential performance gains. The video concludes with a preview of parallel and distributed computing.

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OPEN ENDED QUESTION

3 mins • 1 pt

What new insight or understanding did you gain from this video?

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