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A Brief Guide of xPU for AI Accelerators

ACM Sigarch

BPU: Brain Processing Unit is the design of the AI chips by Horizon Robotics. Dataflow Processing Unit (DPU) is the product of Wave Computing, a Silicon Valley company which is revolutionizing artificial intelligence and deep learning with its dataflow-based solutions. In ISSCC’18, there were many NPU designs.

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Rising Tide Rents and Robber Baron Rents

O'Reilly

Back in 1971, in a talk called “ Designing Organizations for an Information-rich World ,” political scientist Herbert Simon noted that the cost of information is not just money spent to acquire it but the time it takes to consume it. By the end of 2012, it was up to 82%. What is the limited resource that they control and monopolize?

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Real-Real-World Programming with ChatGPT

O'Reilly

To provide some coherence to the music, I decided to use Taylor Swift songs since her discography covers the time span of most papers that I typically read: Her main albums were released in 2006, 2008, 2010, 2012, 2014, 2017, 2019, 2020, and 2022. This choice also inspired me to call my project Swift Papers.

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Structural Evolutions in Data

O'Reilly

” There’s as much Keras, TensorFlow, and Torch today as there was Hadoop back in 2010-2012. It just kept shuffling the designs that satisfied its fitness function until the process finally converged. Those algorithms packaged with scikit-learn? They were unceremoniously relabeled “ classical machine learning.”