WEEK 16: Domain-Specific Computer Architectures

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20 Terms

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Long battery life

From the key features, a smartphone must be small in size, have a very high processing performance, and ___________.

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Six

The Apple A15 Bionic SoC, the iPhone 13 Pro Max processor, has how many cores?

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Blizzard

The two cores of the Apple A15 Bionic SoC were named Avalanche. What is the name of the remaining cores?

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Drain

Running all the cores of a processor simultaneously can result in power __________.

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Apple Neural Engine

The neural network processor of the Apple A15 Bionic SoC is referred to as ____________.

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Perception

In the Ryzen 9 5950X, what type of machine learning is utilized by the branch prediction unit to enhance prediction accuracy?

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Raytracing

What approach does the Nvidia GeForce RTX 3090 GPU use to produce more visually realistic images?

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Machine Vision

The term for computer systems that allow machines to understand visual information from images or videos.

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WSC hardware

What type of computer system is optimized for internet service performance?

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Natural Language Processing

NLP stands for __________.

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False: Headless mode

True or False: Rack-mounted servers typically operate in headlock mode.

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Crawling

What is the process by which search engines discover new content on the web?

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True

True or False: Search engines keep their database up-to-date to match the latest web content.

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High performance

What does WSC hardware ensure for internet services?

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True

True or False: To train neural networks, one of the most common and time-consuming tasks is to multiply large matrices.

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bfloat16

What specialized floating-point format that Intel recommend for deep learning tasks that was compared to mantissa?

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Turned off completely

What happens to unused servers in an efficient WSC?

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Servers and networking devices

What are the two primary consumers of electricity in a WSC?

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Best response time

What is the goal of maintaining a substantial subset of index data in an in-memory database?

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Tensor

What is the data type used in ANN processing in the Nervana architecture?