How-to Guides

TPU Setup

• Choosing a TPU Service

  Helps you decide which Cloud TPU service (Compute Engine, Google Kubernetes Engine, or Cloud Machine Learning Engine) best suits your needs.

• Choosing a TPU Version

  Helps you decide which Cloud TPU version best suits your needs.

• Choosing a single Cloud TPU or a Cloud TPU Pod (alpha)

  Helps you decide whether a single Cloud TPU or a Cloud TPU Pod (alpha) best suits your needs.

• Setting up Cloud TPU on GKE

  A quick guide to setting up Cloud TPU with Google Kubernetes Engine

• Managing VM and TPU resources

  Setting up your Cloud TPU one command at a time.

How-to guides

• Setting up TensorBoard

  Setting up TensorBoard to visualize and monitor the output and performance of your training application.

• Cloud TPU Tools

  Using various Cloud TPU tools.

• Connecting to Cloud Storage Buckets

  Storing your machine learning data on Cloud Storage.

• Cloud TPU Audit Logs

  How to access and use Cloud TPU audit logs.

• Using Preemptible TPUs

  How and why you can allow Cloud TPU to preempt your TPU for usage by other workloads.