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Title: Introduction to Cloud TPU  |  Google Cloud Documentation

Open Graph Title: Introduction to Cloud TPU  |  Google Cloud Documentation

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Technology areas https://cloud.google.com/docs
Overview https://cloud.google.com/tpu/docs
Guides https://cloud.google.com/tpu/docs/intro-to-tpu
Reference https://cloud.google.com/tpu/docs/reference
Support https://cloud.google.com/tpu/docs/support
Resources https://cloud.google.com/tpu/docs/resources
Cross-product tools https://cloud.google.com/docs/cross-product-overviews
Console https://console.cloud.google.com/
Introduction to Cloud TPUhttps://cloud.google.com/tpu/docs/intro-to-tpu
TPU architecturehttps://cloud.google.com/tpu/docs/system-architecture-tpu-vm
TPU software versionshttps://cloud.google.com/tpu/docs/runtimes
TPU7x (Ironwood)https://cloud.google.com/tpu/docs/tpu7x
TPU v6ehttps://cloud.google.com/tpu/docs/v6e
TPU v5phttps://cloud.google.com/tpu/docs/v5p
TPU v5ehttps://cloud.google.com/tpu/docs/v5e
TPU v4https://cloud.google.com/tpu/docs/v4
TPU v3https://cloud.google.com/tpu/docs/v3
TPU v2https://cloud.google.com/tpu/docs/v2
Regions and zoneshttps://cloud.google.com/tpu/docs/regions-zones
TPU consumption optionshttps://cloud.google.com/tpu/docs/consumption-options
TPU Cluster Director overviewhttps://cloud.google.com/tpu/docs/all-capacity-overview
JAX AI stackhttps://cloud.google.com/tpu/docs/jax-ai-stack
Set up the Cloud TPU environmenthttps://cloud.google.com/tpu/docs/setup-gcp-account
About TPU reservationshttps://cloud.google.com/tpu/docs/about-tpu-reservations
Request a reservation for up to 90 days (in calendar mode)https://cloud.google.com/tpu/docs/calendar-mode-reservation
Request a future reservation for one year or longerhttps://cloud.google.com/tpu/docs/long-term-reservation
Share a reservationhttps://cloud.google.com/tpu/docs/share-reservation
Request an All Capacity mode reservationhttps://cloud.google.com/tpu/docs/request-all-capacity-mode-reservation
Consume a reservationhttps://cloud.google.com/tpu/docs/consume-reservation
Run JAX on Cloud TPU VMhttps://cloud.google.com/tpu/docs/run-calculation-jax
Run PyTorch on Cloud TPU VMhttps://cloud.google.com/tpu/docs/run-calculation-pytorch
Train on Cloud TPU sliceshttps://cloud.google.com/tpu/docs/training-on-tpu-pods
Run JAX on Cloud TPU sliceshttps://cloud.google.com/tpu/docs/jax-pods
Run PyTorch on Cloud TPU sliceshttps://cloud.google.com/tpu/docs/pytorch-pods
Encrypt a TPU VM boot disk with a CMEKhttps://cloud.google.com/tpu/docs/cmek-tpu
Connect a TPU to a shared VPC networkhttps://cloud.google.com/tpu/docs/shared-vpc-networks
Connect to a TPU VM without a public IP addresshttps://cloud.google.com/tpu/docs/tpu-iap
Configure networking and accesshttps://cloud.google.com/tpu/docs/configure-networking-access
Use a cross-project service accounthttps://cloud.google.com/tpu/docs/cross-project-sa
Storage options for Cloud TPUhttps://cloud.google.com/tpu/docs/storage-options
Attach durable block storage to a TPU VMhttps://cloud.google.com/tpu/docs/attach-durable-block-storage
Connect to Cloud Storage bucketshttps://cloud.google.com/tpu/docs/storage-buckets
Mount a Filestore instance on a TPU VMhttps://cloud.google.com/tpu/docs/mount-filestore
Train a model using TPU7xhttps://cloud.google.com/tpu/docs/tpu7x-training
Train a model using v6ehttps://cloud.google.com/tpu/docs/v6e-training
Train a model using v5ehttps://cloud.google.com/tpu/docs/v5e-training
TPU inferencehttps://cloud.google.com/tpu/docs/tpu-inference
Multislice traininghttps://cloud.google.com/tpu/docs/multislice-introduction
Scale ML workloads using Rayhttps://cloud.google.com/tpu/docs/ray-guide
Run TPU applications in a Docker containerhttps://cloud.google.com/tpu/docs/run-in-container
Convert an image classification dataset for use with Cloud TPUhttps://cloud.google.com/tpu/docs/classification-data-conversion
Download, pre-process and upload the ImageNet datasethttps://cloud.google.com/tpu/docs/imagenet-setup
Download, pre-process and upload the COCO datasethttps://cloud.google.com/tpu/docs/coco-setup
Manage TPU resourceshttps://cloud.google.com/tpu/docs/managing-tpus-tpu-vm
Manage queued resourceshttps://cloud.google.com/tpu/docs/queued-resources
Request TPU Flex-start VMshttps://cloud.google.com/tpu/docs/request-using-flex-start
Manage TPU Spot VMshttps://cloud.google.com/tpu/docs/spot
View the topology and health of All Capacity mode TPUshttps://cloud.google.com/tpu/docs/view-all-capacity-topology-tpus
Manage All Capacity mode maintenance eventshttps://cloud.google.com/tpu/docs/all-capacity-maintenance-events
Report and repair faulty hosts in All Capacity modehttps://cloud.google.com/tpu/docs/all-capacity-report-faulty-hosts
Prepare for maintenance eventshttps://cloud.google.com/tpu/docs/maintenance-events
Schedule TPU collections for inference workloadshttps://cloud.google.com/tpu/docs/collection-scheduling
Autocheckpointhttps://cloud.google.com/tpu/docs/autocheckpoint
View maintenance notificationshttps://cloud.google.com/tpu/docs/view-maintenance-notifications
Manually start host maintenancehttps://cloud.google.com/tpu/docs/manually-start-maintenance
Preemptible TPUshttps://cloud.google.com/tpu/docs/preemptible
Cloud TPU performance guidehttps://cloud.google.com/tpu/docs/performance-guide
Improve your model's performance with bfloat16https://cloud.google.com/tpu/docs/bfloat16
Troubleshoot TPU VMshttps://cloud.google.com/tpu/docs/troubleshooting/troubleshooting
Monitor TPU VMshttps://cloud.google.com/tpu/docs/troubleshooting/tpu-vm-monitoring
Dashboards for monitoring and logginghttps://cloud.google.com/tpu/docs/troubleshooting/dashboards
TPU monitoring Libraryhttps://cloud.google.com/tpu/docs/tpu-monitoring-library
Monitor with tpu-info CLIhttps://cloud.google.com/tpu/docs/tpu-info-cli
Troubleshoot TensorFlow modelshttps://cloud.google.com/tpu/docs/troubleshooting/trouble-tf
Troubleshoot PyTorch modelshttps://cloud.google.com/tpu/docs/troubleshooting/trouble-pytorch
Troubleshoot JAX modelshttps://cloud.google.com/tpu/docs/troubleshooting/trouble-jax
Cloud TPU error glossaryhttps://cloud.google.com/tpu/docs/troubleshooting/error_glossary
Cloud TPU audit logshttps://cloud.google.com/tpu/docs/audit-logs
Profile TPU VMshttps://cloud.google.com/tpu/docs/profile-tpu-vm
Profile Multislice environmentshttps://cloud.google.com/tpu/docs/troubleshooting/troubleshoot-multislice
Profile PyTorch XLA workloadshttps://cloud.google.com/tpu/docs/pytorch-xla-performance-profiling-tpu-vm
Train ResNet with PyTorchhttps://cloud.google.com/tpu/docs/tutorials/resnet-pytorch
MaxDiffusion inference on v6ehttps://cloud.google.com/tpu/docs/tutorials/LLM/maxdiffusion-inference-v6e
Notebookshttps://cloud.google.com/tpu/docs/colabs
AI and ML https://cloud.google.com/docs/ai-ml
Application development https://cloud.google.com/docs/application-development
Application hosting https://cloud.google.com/docs/application-hosting
Compute https://cloud.google.com/docs/compute-area
Data analytics and pipelines https://cloud.google.com/docs/data
Databases https://cloud.google.com/docs/databases
Distributed, hybrid, and multicloud https://cloud.google.com/docs/dhm-cloud
Generative AI https://cloud.google.com/docs/generative-ai
Industry solutions https://cloud.google.com/docs/industry
Networking https://cloud.google.com/docs/networking
Observability and monitoring https://cloud.google.com/docs/observability
Security https://cloud.google.com/docs/security
Storage https://cloud.google.com/docs/storage
Access and resources management https://cloud.google.com/docs/access-resources
Costs and usage management https://cloud.google.com/docs/costs-usage
Infrastructure as code https://cloud.google.com/docs/iac
Migration https://cloud.google.com/docs/migration
SDK, languages, frameworks, and tools https://cloud.google.com/docs/devtools
Home https://docs.cloud.google.com/
Documentation https://docs.cloud.google.com/docs
AI and ML https://docs.cloud.google.com/docs/ai-ml
Cloud TPU https://docs.cloud.google.com/tpu/docs
Guides https://docs.cloud.google.com/tpu/docs/intro-to-tpu
TPU architecturehttps://cloud.google.com/tpu/docs/system-architecture-tpu-vm
XLAhttps://openxla.org/xla
How to think about TPUshttps://jax-ml.github.io/scaling-book/tpus/
custom TensorFlow operations written in C++https://www.tensorflow.org/guide/create_op
available TensorFlow opshttps://cloud.google.com/tpu/docs/tensorflow-ops
Get started with Cloud TPU VMshttps://cloud.google.com/tpu/docs/quick-starts
About TPUs in GKEhttps://cloud.google.com/kubernetes-engine/docs/concepts/tpus
Training on Vertex AI with TPUshttps://cloud.google.com/vertex-ai/docs/training/training-with-tpu-vm
Use TPUs for online prediction on Vertex AIhttps://cloud.google.com/vertex-ai/docs/predictions/use-tpu
systolic arrayhttps://en.wikipedia.org/wiki/Systolic_array
op_profilehttps://cloud.google.com/tpu/docs/cloud-tpu-tools#interpreting_the_results_1
Set up a Google Cloud accounthttps://cloud.google.com/tpu/docs/setup-gcp-account
Activate the Cloud TPU APIhttps://cloud.google.com/tpu/docs/activate-apis
Grant Cloud TPU access to your Cloud Storage bucketshttps://cloud.google.com/tpu/docs/storage-buckets
Run a basic calculation on a TPUhttps://cloud.google.com/tpu/docs/quick-starts
Train a reference model on a TPUhttps://cloud.google.com/tpu/docs/tutorials
Analyze your modelhttps://cloud.google.com/tpu/docs/cloud-tpu-tools
Cloud TPU supporthttps://cloud.google.com/tpu/docs/getting-support
Cloud TPU architecturehttps://cloud.google.com/tpu/docs/system-architecture-tpu-vm
Cloud TPU pricinghttps://cloud.google.com/tpu/docs/pricing
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