gpu

Cloud GPUs

Compute & WebGCP

General

General information about the service.

Description

Google Cloud GPUs provide high-performance GPU accelerators for machine learning training and inference workloads.

Service ID

compute.googleapis.com

Resource Pattern

projects/{project}/zones/{zone}/acceleratorTypes/{type}

References

Google Cloud Docs Pricing

Chat

Talk to this service to learn more about it.

Naming Convention

gpu-{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_compute_instance" "gpu" {
2  name         = "gpu-${var.environment}"
3  machine_type = "n1-standard-4"
4  zone         = var.zone
5
6  guest_accelerator {
7    type  = "nvidia-tesla-t4"
8    count = 1
9  }
10
11  scheduling {
12    on_host_maintenance = "TERMINATE"
13  }
14
15  boot_disk {
16    initialize_params {
17      image = "deeplearning-platform-release/tf-latest-gpu"
18    }
19  }
20
21  network_interface {
22    network = "default"
23  }
24}

Utilities

Utilities to support app deployment or configuration.

Google Cloud Console GCP

Cloud Shell Pricing