tpu

Cloud TPU

AI & MLGCP

General

General information about the service.

Description

Google Cloud TPU provides custom-designed ML accelerators optimized for training and inference of large ML models.

Service ID

tpu.googleapis.com

Resource Pattern

projects/{project}/locations/{location}/nodes/{node}

References

Google Cloud Docs Pricing

Chat

Talk to this service to learn more about it.

Naming Convention

tpu-{workload}-{environment}

Length

1-63

Valid Characters

Lowercase letters, numbers, hyphens

Scope

project

Code

Deploy your infrastructure as code using your preferred tooling.

Official Documentation Terraform

terraform

1resource "google_tpu_node" "main" {
2  name               = "tpu-${var.environment}"
3  zone               = var.zone
4  accelerator_type   = "v3-8"
5  tensorflow_version = "2.12.0"
6  cidr_block         = "10.0.0.0/29"
7}

Utilities

Utilities to support app deployment or configuration.

Google Cloud Console GCP

Cloud Shell Pricing