普通处理器:
在几台个人计算机中主要使用的处理器是普通处理器。基本上,中央处理单元被描述为系统的处理器。它使用集成芯片在一个地方组织所有组件。不同的品牌为计算机系统和移动系统提供不同的基于负载的处理器。处理器是根据版本和世代设计的。
例子:
Intel i5, AMD A8
AI处理器
人工智能和基于机器学习的系统中使用的处理器称为AI处理器。这些基本上是基于机器学习和人工神经网络设计的神经形态处理单元。这些处理器速度快,能够读取人类的行为状况并在此基础上进行计算。
例子:
Intel Habana
普通处理器和AI处理器之间的区别:
NORMAL PROCESSOR | AI PROCESSOR |
---|---|
It is the processor used in personal computers and mobile systems. | It is the processor used in artificial intelligence and machine learning based systems. |
It is also called central processing units. | It is called neuromorphic processing units. |
It is slow comparatively. | It is faster than normal processors. |
It uses integrated chips technology for computation. | It uses AI technology, machine learning and deep learning. |
It is less efficient. | It is more efficient. |
These processors are installed for the purpose of all tasks. | These processors are for only artificial intelligence based tasks. |
The performance of normal processor is low. | The performance of AI processor is high. |
It is designed to do simple computation. | It is designed to do complex computation. |
It is less costly. | While it is more costly. |
It is used by all users. | While it is used by users involved in machine learning and artificial intelligence. |