July 2018
Intermediate to advanced
272 pages
9h 21m
English
Content preview from Pragmatic AI: An Introduction to Cloud-Based Machine Learning, First EditionBecome an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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A
AI Accelerators
AI accelerators are a relatively new but rapidly developing technology. There are few different categories: new or bespoke products, GPU-based products, AI co-processors, and R/D products. In the new-products category, TPU has perhaps the most buzz because it allows TensorFlow developers an easy pathway to developing software.
GPU-based products are currently the most common form of AI acceleration. Professor Ian Lane, Carnegie Mellon University, says this about them: “With GPUs, pre-recorded speech or multimedia content can be transcribed much more quickly. Compared to CPU implementation we are able to perform recognition up to 33× faster.”
In the category of FPGA, one company to look out for is reconfigure.io (https://reconfigure.io/ ...
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