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What is the name of Google's TPU infrastructure designed specifically for the 'age of inference' in AI?

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Ironwood - current events illustration
Ironwood — current events

Google's specialized infrastructure for the "age of inference" in artificial intelligence is named Ironwood. This represents the company's seventh-generation Tensor Processing Unit, or TPU, marking a significant evolution in their custom-designed AI accelerators. While previous TPU generations handled both AI model training and inference, Ironwood is specifically engineered to excel at the demanding requirements of AI inference workloads.

The "age of inference" refers to a shift in the AI landscape where the focus moves from simply training large AI models to efficiently deploying and utilizing them to generate responses and insights in real-time. This includes tasks like powering large language models, agentic AI workflows, and other applications that require high-volume, low-latency processing. Ironwood's design addresses these needs by offering substantial improvements in computational power, memory capacity, and inter-chip networking, making it Google's most powerful and energy-efficient TPU to date for these specific types of tasks.

Ironwood is a critical component of Google Cloud's AI Hypercomputer architecture, an integrated system designed to optimize hardware and software for the most demanding AI workloads. Its ability to scale up to thousands of interconnected chips and its enhanced features for handling massive calculations and data flow enable it to power advanced models like Google's Gemini, ensuring swift and efficient AI interactions for a wide range of applications.