The Semiconductor Push For Artificial Intelligence Unit
Photo by DeepMind on Unsplash System-On-A-Chip (SoC) has been in the market for decades. The core-level features have provided the much-needed processing capabilities to drive data-driven applications. However, the capabilities provided by the underlying architecture of SoC are not suitable for applications that are always crunching and training the data. For such applications, a faster processing capability is a must. Which the traditional SoCs are not capable of providing. Speed: AIUs Are Very Good At Throughput-Oriented Tasks. Training: Faster Processing Enables Speedy Training Of Big Data Set. It is where a new set of computer architecture comes into play. These are Artificial Intelligence Units (AIUs), which cater to the training demand of new-age applications. Given the purpose of AIUs is data throughput, the inference and training part of the data […]
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