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" ... As I said above with Habana, NVIDIA is the only game in town right for accelerated ML training at scale in the datacenter, dominating the space for years. This is why Habana is a big deal and why Trainium is an even bigger deal. Like Habana that is focused on performance per dollar, Trainium is as well, but is also claiming teraflop supremacy. This is huge and smart as it gives room for AWS to fulfill its promise if the NVIDIA V200 (my made up product) outperforms expectations. ... "