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Canvas Cloud AI

TPU

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hardware
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Definition

Tensor Processing Unit - Google's custom AI accelerator chips optimized specifically for training and running neural networks. Like having a specialist tool designed exclusively for AI workloads.

Real-World Example

Google uses TPUs to train their massive language models like Gemini, achieving faster training times than traditional GPUs.

Cloud Provider Equivalencies

TPU is a Google-designed AI accelerator. GCP offers it as Cloud TPU. Other clouds don’t offer Google TPUs directly; they provide alternative accelerators (primarily NVIDIA GPUs) for similar ML training/inference workloads.

GCP
Cloud TPU (TPU v2/v3/v4/v5e/v5p availability varies by region)

See TPU in Action

Explore real-world architectures from our community that use TPU:

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