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Cloud TPU
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Overview
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Technology areas
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Overview
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Guides
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Reference
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Support
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Resources
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Cross-product tools
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Console
| https://console.cloud.google.com/ |
| Introduction to Cloud TPU | https://cloud.google.com/tpu/docs/intro-to-tpu |
| TPU architecture | https://cloud.google.com/tpu/docs/system-architecture-tpu-vm |
| TPU software versions | https://cloud.google.com/tpu/docs/runtimes |
| TPU7x (Ironwood) | https://cloud.google.com/tpu/docs/tpu7x |
| TPU v6e | https://cloud.google.com/tpu/docs/v6e |
| TPU v5p | https://cloud.google.com/tpu/docs/v5p |
| TPU v5e | https://cloud.google.com/tpu/docs/v5e |
| TPU v4 | https://cloud.google.com/tpu/docs/v4 |
| TPU v3 | https://cloud.google.com/tpu/docs/v3 |
| TPU v2 | https://cloud.google.com/tpu/docs/v2 |
| Regions and zones | https://cloud.google.com/tpu/docs/regions-zones |
| TPU consumption options | https://cloud.google.com/tpu/docs/consumption-options |
| TPU Cluster Director overview | https://cloud.google.com/tpu/docs/all-capacity-overview |
| JAX AI stack | https://cloud.google.com/tpu/docs/jax-ai-stack |
| Set up the Cloud TPU environment | https://cloud.google.com/tpu/docs/setup-gcp-account |
| About TPU reservations | https://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 longer | https://cloud.google.com/tpu/docs/long-term-reservation |
| Share a reservation | https://cloud.google.com/tpu/docs/share-reservation |
| Request an All Capacity mode reservation | https://cloud.google.com/tpu/docs/request-all-capacity-mode-reservation |
| Consume a reservation | https://cloud.google.com/tpu/docs/consume-reservation |
| Run JAX on Cloud TPU VM | https://cloud.google.com/tpu/docs/run-calculation-jax |
| Run PyTorch on Cloud TPU VM | https://cloud.google.com/tpu/docs/run-calculation-pytorch |
| Train on Cloud TPU slices | https://cloud.google.com/tpu/docs/training-on-tpu-pods |
| Run JAX on Cloud TPU slices | https://cloud.google.com/tpu/docs/jax-pods |
| Run PyTorch on Cloud TPU slices | https://cloud.google.com/tpu/docs/pytorch-pods |
| Encrypt a TPU VM boot disk with a CMEK | https://cloud.google.com/tpu/docs/cmek-tpu |
| Connect a TPU to a shared VPC network | https://cloud.google.com/tpu/docs/shared-vpc-networks |
| Connect to a TPU VM without a public IP address | https://cloud.google.com/tpu/docs/tpu-iap |
| Configure networking and access | https://cloud.google.com/tpu/docs/configure-networking-access |
| Use a cross-project service account | https://cloud.google.com/tpu/docs/cross-project-sa |
| Storage options for Cloud TPU | https://cloud.google.com/tpu/docs/storage-options |
| Attach durable block storage to a TPU VM | https://cloud.google.com/tpu/docs/attach-durable-block-storage |
| Connect to Cloud Storage buckets | https://cloud.google.com/tpu/docs/storage-buckets |
| Mount a Filestore instance on a TPU VM | https://cloud.google.com/tpu/docs/mount-filestore |
| Train a model using TPU7x | https://cloud.google.com/tpu/docs/tpu7x-training |
| Train a model using v6e | https://cloud.google.com/tpu/docs/v6e-training |
| Train a model using v5e | https://cloud.google.com/tpu/docs/v5e-training |
| TPU inference | https://cloud.google.com/tpu/docs/tpu-inference |
| Multislice training | https://cloud.google.com/tpu/docs/multislice-introduction |
| Scale ML workloads using Ray | https://cloud.google.com/tpu/docs/ray-guide |
| Run TPU applications in a Docker container | https://cloud.google.com/tpu/docs/run-in-container |
| Convert an image classification dataset for use with Cloud TPU | https://cloud.google.com/tpu/docs/classification-data-conversion |
| Download, pre-process and upload the ImageNet dataset | https://cloud.google.com/tpu/docs/imagenet-setup |
| Download, pre-process and upload the COCO dataset | https://cloud.google.com/tpu/docs/coco-setup |
| Manage TPU resources | https://cloud.google.com/tpu/docs/managing-tpus-tpu-vm |
| Manage queued resources | https://cloud.google.com/tpu/docs/queued-resources |
| Request TPU Flex-start VMs | https://cloud.google.com/tpu/docs/request-using-flex-start |
| Manage TPU Spot VMs | https://cloud.google.com/tpu/docs/spot |
| View the topology and health of All Capacity mode TPUs | https://cloud.google.com/tpu/docs/view-all-capacity-topology-tpus |
| Manage All Capacity mode maintenance events | https://cloud.google.com/tpu/docs/all-capacity-maintenance-events |
| Report and repair faulty hosts in All Capacity mode | https://cloud.google.com/tpu/docs/all-capacity-report-faulty-hosts |
| Prepare for maintenance events | https://cloud.google.com/tpu/docs/maintenance-events |
| Schedule TPU collections for inference workloads | https://cloud.google.com/tpu/docs/collection-scheduling |
| Autocheckpoint | https://cloud.google.com/tpu/docs/autocheckpoint |
| View maintenance notifications | https://cloud.google.com/tpu/docs/view-maintenance-notifications |
| Manually start host maintenance | https://cloud.google.com/tpu/docs/manually-start-maintenance |
| Preemptible TPUs | https://cloud.google.com/tpu/docs/preemptible |
| Cloud TPU performance guide | https://cloud.google.com/tpu/docs/performance-guide |
| Improve your model's performance with bfloat16 | https://cloud.google.com/tpu/docs/bfloat16 |
| Troubleshoot TPU VMs | https://cloud.google.com/tpu/docs/troubleshooting/troubleshooting |
| Monitor TPU VMs | https://cloud.google.com/tpu/docs/troubleshooting/tpu-vm-monitoring |
| Dashboards for monitoring and logging | https://cloud.google.com/tpu/docs/troubleshooting/dashboards |
| TPU monitoring Library | https://cloud.google.com/tpu/docs/tpu-monitoring-library |
| Monitor with tpu-info CLI | https://cloud.google.com/tpu/docs/tpu-info-cli |
| Troubleshoot TensorFlow models | https://cloud.google.com/tpu/docs/troubleshooting/trouble-tf |
| Troubleshoot PyTorch models | https://cloud.google.com/tpu/docs/troubleshooting/trouble-pytorch |
| Troubleshoot JAX models | https://cloud.google.com/tpu/docs/troubleshooting/trouble-jax |
| Cloud TPU error glossary | https://cloud.google.com/tpu/docs/troubleshooting/error_glossary |
| Cloud TPU audit logs | https://cloud.google.com/tpu/docs/audit-logs |
| Profile TPU VMs | https://cloud.google.com/tpu/docs/profile-tpu-vm |
| Profile Multislice environments | https://cloud.google.com/tpu/docs/troubleshooting/troubleshoot-multislice |
| Profile PyTorch XLA workloads | https://cloud.google.com/tpu/docs/pytorch-xla-performance-profiling-tpu-vm |
| Train ResNet with PyTorch | https://cloud.google.com/tpu/docs/tutorials/resnet-pytorch |
| MaxDiffusion inference on v6e | https://cloud.google.com/tpu/docs/tutorials/LLM/maxdiffusion-inference-v6e |
| Notebooks | https://cloud.google.com/tpu/docs/colabs |
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AI and ML
| https://cloud.google.com/docs/ai-ml |
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Application development
| https://cloud.google.com/docs/application-development |
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Application hosting
| https://cloud.google.com/docs/application-hosting |
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Compute
| https://cloud.google.com/docs/compute-area |
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Data analytics and pipelines
| https://cloud.google.com/docs/data |
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Databases
| https://cloud.google.com/docs/databases |
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Distributed, hybrid, and multicloud
| https://cloud.google.com/docs/dhm-cloud |
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Generative AI
| https://cloud.google.com/docs/generative-ai |
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Industry solutions
| https://cloud.google.com/docs/industry |
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Networking
| https://cloud.google.com/docs/networking |
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Observability and monitoring
| https://cloud.google.com/docs/observability |
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Security
| https://cloud.google.com/docs/security |
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Storage
| https://cloud.google.com/docs/storage |
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Access and resources management
| https://cloud.google.com/docs/access-resources |
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Costs and usage management
| https://cloud.google.com/docs/costs-usage |
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Infrastructure as code
| https://cloud.google.com/docs/iac |
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Migration
| https://cloud.google.com/docs/migration |
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SDK, languages, frameworks, and tools
| https://cloud.google.com/docs/devtools |
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Home
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Documentation
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AI and ML
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Cloud TPU
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Guides
| https://docs.cloud.google.com/tpu/docs/intro-to-tpu |
| TPU architecture | https://cloud.google.com/tpu/docs/system-architecture-tpu-vm |
| XLA | https://openxla.org/xla |
| How to think about TPUs | https://jax-ml.github.io/scaling-book/tpus/ |
| custom TensorFlow operations written in C++ | https://www.tensorflow.org/guide/create_op |
| available TensorFlow ops | https://cloud.google.com/tpu/docs/tensorflow-ops |
| Get started with Cloud TPU VMs | https://cloud.google.com/tpu/docs/quick-starts |
| About TPUs in GKE | https://cloud.google.com/kubernetes-engine/docs/concepts/tpus |
| Training on Vertex AI with TPUs | https://cloud.google.com/vertex-ai/docs/training/training-with-tpu-vm |
| Use TPUs for online prediction on Vertex AI | https://cloud.google.com/vertex-ai/docs/predictions/use-tpu |
| systolic array | https://en.wikipedia.org/wiki/Systolic_array |
| op_profile | https://cloud.google.com/tpu/docs/cloud-tpu-tools#interpreting_the_results_1 |
| Set up a Google Cloud account | https://cloud.google.com/tpu/docs/setup-gcp-account |
| Activate the Cloud TPU API | https://cloud.google.com/tpu/docs/activate-apis |
| Grant Cloud TPU access to your Cloud Storage buckets | https://cloud.google.com/tpu/docs/storage-buckets |
| Run a basic calculation on a TPU | https://cloud.google.com/tpu/docs/quick-starts |
| Train a reference model on a TPU | https://cloud.google.com/tpu/docs/tutorials |
| Analyze your model | https://cloud.google.com/tpu/docs/cloud-tpu-tools |
| Cloud TPU support | https://cloud.google.com/tpu/docs/getting-support |
| Cloud TPU architecture | https://cloud.google.com/tpu/docs/system-architecture-tpu-vm |
| Cloud TPU pricing | https://cloud.google.com/tpu/docs/pricing |
| Contact sales | https://cloud.google.com/contact/ |
| Creative Commons Attribution 4.0 License | https://creativecommons.org/licenses/by/4.0/ |
| Apache 2.0 License | https://www.apache.org/licenses/LICENSE-2.0 |
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