Heterogeneous Computing with Raja Koduri
Oxide and Friends
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Evolution and Efficiency in Computing Tasks
The chapter explores the evolution from general to special purpose computing, emphasizing scalability in tasks such as graphics, encoders, decoders, and AI computation for optimal efficiency. It discusses advancements in encoding and decoding technology, the importance of cohesive programming models aligning with hardware execution models, and the significance of standards in audio and video delivery on the internet. The conversation includes analogies comparing CPUs, GPUs, and FPGAs to different transportation mechanisms, highlighting their distinct functions and efficiencies in computing.
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