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Consider the following statements with reference to the Neural Processing Unit (NPU):
1. It is a dedicated processor designed specifically for accelerating neural network processes.
2. It harnesses parallel computing to simultaneously execute numerous calculations.
Which of the statements given above is/are correct?
  • a)
    1 only
  • b)
    2 only
  • c)
    Both 1 and 2
  • d)
    Neither 1 nor 2
Correct answer is option 'C'. Can you explain this answer?
Most Upvoted Answer
Consider the following statements with reference to the Neural Process...
Neural Processing Units are gaining importance in the semiconductor industry.
About Neural Processing Units (NPU): 
  • An NPU, or a Neural Processing Unit, is a dedicated processor designed specifically for accelerating neural network processes.
  • neural network is essentially a type of machine learning algorithm that mimics the human brain for processing data.
  • Therefore, the NPU is highly capable for handling machine learning operations that form the basis for AI-related tasks, such as speech recognition, natural language processing, photo or video editing processes like object detection, and more.
  • In most consumer-facing gadgets, such as smartphones, laptops, and tablets, the NPU is integrated within the main processor, adopting a System-on-Chip (SoC) configuration.
  • However, for data centres, the NPU might be an entirely discrete processorseparate from any other processing unit such as the central processing unit (CPU) or the Graphics Processing Unit (GPU).
  • How is NPU different from CPU and GPU?
  • CPUs employ a sequential computing method, issuing one instruction at a time, with subsequent instructions awaiting the completion of their predecessors.
  • In contrast, the NPU harnesses parallel computing to simultaneously execute numerous calculations. This parallel computing approach results in swifter and more efficient processing.
Hence both statements are correct.
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Consider the following statements with reference to the Neural Processing Unit (NPU):1. It is a dedicated processor designed specifically for accelerating neural network processes.2. It harnesses parallel computing to simultaneously execute numerous calculations.Which of the statements given above is/are correct?a)1 onlyb)2 onlyc)Both 1 and 2d)Neither 1 nor 2Correct answer is option 'C'. Can you explain this answer?
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