WEEK 16: Domain-Specific Computer Architectures
From the key features, a smartphone must be small in size, have a very high processing performance, and ___________. - long battery life
The Apple A15 Bionic SoC, the iPhone 13 Pro Max processor, has how many cores?- six
The two cores of the Apple A15 Bionic SoC were named Avalanche. What is the name of the remaining cores?- Blizzard
Running all the cores simultaneously would result in power_____. - drain
What is the term used to the neural network processor of Apple A15 bionic SoC?- Apple Neural Engine
In the Ryzen 9 5950X, what type of machine learning is utilized by the branch prediction unit to enhance prediction accuracy?- perception
What approach does the Nvidia GeForce RTX 3090 GPU use to produce more visually realistic images?- Raytracing
The term for computer systems that allow machines to understand visual information from images or videos- Machine Vision
What type of computer system is optimized for internet service performance?- WSC hardware
What does NLP stand for?- Natural Language Processing
True or False: Rack-mounted servers typically operate in headlock mode.- False- Headless mode
What is the process by which search engines discover new content on the web?
- Crawling
Search engines keep their database up-to-date to match the latest web content.- True
What does WSC hardware ensure for internet services?
- High performance
True or False: . To train neural networks, one of the most common and time-consuming task is to multiply large matrices.- True
What specialized floating-point format that Intel recommends for deep learning tasks that was compared to mantissa- bfloat16
What happens to unused servers in an efficient WSC?
-Turned off completely
What are the two primary consumers of electricity in a WSC?
-Servers and networking devices
What is the goal of maintaining a substantial subset of index data in an in-memory database?
-Best response time
What is the data type used in ANN processing in the Nervana architecture?
-Tensor
From the key features, a smartphone must be small in size, have a very high processing performance, and ___________. - long battery life
The Apple A15 Bionic SoC, the iPhone 13 Pro Max processor, has how many cores?- six
The two cores of the Apple A15 Bionic SoC were named Avalanche. What is the name of the remaining cores?- Blizzard
Running all the cores simultaneously would result in power_____. - drain
What is the term used to the neural network processor of Apple A15 bionic SoC?- Apple Neural Engine
In the Ryzen 9 5950X, what type of machine learning is utilized by the branch prediction unit to enhance prediction accuracy?- perception
What approach does the Nvidia GeForce RTX 3090 GPU use to produce more visually realistic images?- Raytracing
The term for computer systems that allow machines to understand visual information from images or videos- Machine Vision
What type of computer system is optimized for internet service performance?- WSC hardware
What does NLP stand for?- Natural Language Processing
True or False: Rack-mounted servers typically operate in headlock mode.- False- Headless mode
What is the process by which search engines discover new content on the web?
- Crawling
Search engines keep their database up-to-date to match the latest web content.- True
What does WSC hardware ensure for internet services?
- High performance
True or False: . To train neural networks, one of the most common and time-consuming task is to multiply large matrices.- True
What specialized floating-point format that Intel recommends for deep learning tasks that was compared to mantissa- bfloat16
What happens to unused servers in an efficient WSC?
-Turned off completely
What are the two primary consumers of electricity in a WSC?
-Servers and networking devices
What is the goal of maintaining a substantial subset of index data in an in-memory database?
-Best response time
What is the data type used in ANN processing in the Nervana architecture?
-Tensor