Neural Processing Units (NPUs for short) are specialized hardware accelerators designed to handle machine learning and artificial intelligence tasks more efficiently than CPUs, GPUs, and other traditional processors can do. Their architecture mimics the neural networks of the human brain, providing significant advantages in the Artificial Intelligence industry.
NPUs are optimized for the parallel processing and mathematical computations required for AI workloads, such as neural network inference and training. We can find NPUs in autonomous vehicles, the healthcare industry, smartphones, IoT devices, data centers, and more.
NPUs highlights:
- •These consume less power than traditional CPUs and GPUs.
- •Accelerate the processing of AI algorithms, delivering higher performance.
- •NPUs can be designed to scale across a wide range of devices.
- •They can be customized to meet the specific needs of various industries.
- •They can support a wide range of AI models.
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