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    Google Expands Eighth-Generation TPU Portfolio With 8tx and 8i Max Chips for Secure AI Inference, High Compute Density

    1 hour ago

    Google has introduced two new Tensor Processing Unit (TPU) systems as part of the eighth-generation lineup, the tech giant announced on Tuesday. The TPU 8tx is designed and optimised for secure and confidential AI inference. The company claims that the chip can also be used for small-scale training of AI models. Google’s TPU 8tx is built for regulated enterprises and governments who want to run frontier or proprietary AI models and autonomous AI agents, while ensuring the security of their sensitive data. On the other hand, the TPU 8i Max system is built for “massive” context windows and the “highest compute” density per rack. It is claimed to scale compute and memory in lockstep, which enables 2x compute, SRAM bandwidth, and HBM bandwidth. The TPU system is claimed to fit 2x the silicon within existing racks, allowing data centres to “deploy significantly more computing power per square foot and per watt”.
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