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What is a Tensor Processing Unit (TPU)?
A Tensor Processing Unit is a specialized computer chip designed by Google to handle the heavy mathematical lifting required by artificial intelligence. While a standard computer processor is built to handle a wide variety of general tasks, a TPU is engineered specifically for the repetitive, high-speed calculations that power modern machine learning models. By focusing exclusively on these complex mathematical operations, these chips can process data much faster and more efficiently than traditional hardware, allowing for the rapid development of sophisticated AI systems.
Why this matters to you
For businesses, these chips act as a force multiplier. They allow teams to train large AI models in days rather than months, which significantly lowers energy costs and speeds up the time it takes to bring new AI-powered products or features to the market.
How you might hear this
By switching our training workload to a TPU cluster, we reduced our processing time from weeks to days.
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