Machine Studying | Accelerated Computation | Synthetic Intelligence
An evaluation of the foremost items of laptop {hardware} used to run AI, together with a brand new heavy hitter.
This text discusses Groq, a brand new strategy to laptop {hardware} that’s revolutionizing the way in which AI is utilized to actual world issues.
Earlier than we discuss Groq, we’ll break down what AI essentially is, and discover a number of the key parts of laptop {hardware} used to run AI fashions. Particularly; CPUs, GPUs, and TPUs. We’ll discover these vital items of {hardware} by beginning in 1975 with the Z80 CPU, then we’ll construct up our understanding to fashionable programs by exploring a number of the vital evolutions in laptop {hardware}.
Armed with an understanding of a number of the basic ideas and tradeoffs in laptop {hardware}, we’ll use that understanding to discover what Groq is, the way it’s revolutionizing the way in which AI computation is finished, and why that issues.
Naturally there’s rather a lot to cowl between early CPUs and a innovative billion greenback AI startup. Thus, this can be a fairly lengthy article. Buckle up, it’ll be price it.
