How-to Guides

How-to guides

• Creating and deleting TPUs

  Setting up Cloud TPU nodes one step at a time.

• Using Cloud TPU with GKE

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

• 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.

• Prepare the COCO dataset

  How to download, preprocess, and upload the COCO dataset to a Cloud Storage bucket.