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Hardware in Artificial Intelligence
Emma Wijaya
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# 1

Multiple Choice

What type of processing unit is inefficient for the highly parallel nature of AI computations, which often involve billions of simultaneous mathematical operations?

  • GPU (Graphics Processing Unit)
  • TPU (Tensor Processing Unit)
  • CPU (Central Processing Unit)
  • NPU (Neural Processing Unit)

# 2

OX

Graphics Processing Units (GPUs) revolutionized AI training because they can process multiple data streams simultaneously.

# 3

Short Answer

According to Geoffrey Hinton, AI progress depends as much on hardware as on what else?

  • algorithms

# 4

Multiple Choice

Which type of specialized chip, developed by Google, is optimized for tensor operations and accelerates large-scale AI workloads?

  • GPU
  • ASIC
  • NPU
  • TPU
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