AI Hardware

What is the primary function of a CPU?

• To render graphics and images

• To act as the control center of a computer

• To store data permanently

• To multiply tensors efficiently

Which component is known as the 'brain' of the computer?

• CPU

• RAM

• GPU

• TPU

What is the main purpose of a GPU?

• To handle tensor operations

• To render graphics and perform parallel processing

• To store data temporarily

• To perform general-purpose computing tasks

What is a tensor?

• A type of computer memory

• A type of AI model

• A mathematical object that can be thought of as a matrix

• A component of a circuit

What is the role of transistors in a circuit?

• To render graphics

• To multiply tensors

• To store data permanently

• To act as traffic cops controlling the flow of electricity

Which hardware component is specifically designed for AI training and inference?

• GPU

• TPU

• CPU

• RAM

What is the main advantage of parallel processing in GPUs?

• It reduces the need for RAM

• It increases efficiency for computational tasks

• It allows for faster sequential operations

• It improves the quality of graphics

What is the significance of Moore's Law in computing?

• It states that CPUs are faster than GPUs

• It predicts the doubling of transistors in an integrated circuit every two years

• It describes the process of AI training

• It explains the function of RAM

Which component is essential for handling large datasets in AI tasks?

• RAM

• Transistor

• Circuit

• CPU

What is the primary use of a TPU?

• General-purpose computing

• Graphics rendering

• AI and ML tasks

• Data storage