Machine Studying | Accelerated Computation | Synthetic Intelligence
An evaluation of the main items of pc {hardware} used to run AI, together with a brand new heavy hitter.
This text discusses Groq, a brand new strategy to pc {hardware} that’s revolutionizing the best way AI is utilized to actual world issues.
Earlier than we speak about Groq, we’ll break down what AI basically is, and discover among the key elements of pc {hardware} used to run AI fashions. Particularly; CPUs, GPUs, and TPUs. We’ll discover these crucial items of {hardware} by beginning in 1975 with the Z80 CPU, then we’ll construct up our understanding to fashionable programs by exploring among the crucial evolutions in pc {hardware}.
Armed with an understanding of among the basic ideas and tradeoffs in pc {hardware}, we’ll use that understanding to discover what Groq is, the way it’s revolutionizing the best way AI computation is completed, and why that issues.
Naturally there’s lots 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.