gcloud beta compute tpus create - create a new Cloud TPU
gcloud beta compute tpus create (TPU : --zone=ZONE) --version=VERSION [--accelerator-type=ACCELERATOR_TYPE; default="v2-8"] [--async] [--description=DESCRIPTION] [--network=NETWORK; default="default"] [--preemptible] [--range=RANGE] [--reserved] [--use-service-networking] [GCLOUD_WIDE_FLAG ...]
(BETA) Create a new Cloud TPU.
The following command creates a TPU with ID my-tpu in the default user project, network and compute/region (with other defaults supplied by API):
$ gcloud beta compute tpus create my-tpu
The following command creates a TPU with ID my-tpu with explicit values for all required and optional parameters:
$ gcloud beta compute tpus create my-tpu --zone=us-central1-a \ --range='10.240.0.0/29' --accelerator-type='v2-8' \ --network=my-tf-network --description='My TF Node' \ --version='1.1'
- Tpu resource - The Cloud TPU you want to create. The arguments in this group
can be used to specify the attributes of this resource. (NOTE) Some attributes are not given arguments in this group but can be set in other ways. To set the project attribute:
- —
provide the argument tpu on the command line with a fully specified name;
- —
provide the argument --project on the command line;
- —
set the property core/project.
This must be specified.
- TPU
ID of the tpu or fully qualified identifier for the tpu. To set the tpu attribute:
provide the argument tpu on the command line.
This positional argument must be specified if any of the other arguments in this group are specified.
- --zone=ZONE
The compute/zone of the Cloud TPU.
If not specified, will use default compute/zone.
To set the zone attribute:
provide the argument tpu on the command line with a fully specified name;
provide the argument --zone on the command line;
set the property compute/zone.
- --version=VERSION
TensorFlow version for the TPU, such as 1.14. For a list of available TensorFlow versions please see https://www.tensorflow.org/versions/.
- --accelerator-type=ACCELERATOR_TYPE; default="v2-8"
TPU accelerator type for the TPU. If not specified, this defaults to v2-8.
For a list of available accelerator types run:
gcloud beta compute tpus accelerator-types list
- --async
Return immediately, without waiting for the operation in progress to complete.
- --description=DESCRIPTION
Specifies a text description of the TPU.
- --network=NETWORK; default="default"
Specifies the network that this TPU will be a part of.
- --preemptible
If provided, the TPU will be preemptible and time-limited. It may be preempted to free up resources for standard TPUs, and will only be able to run for a limited amount of time.
Preemptible TPUs cannot be restarted.
- --range=RANGE
CIDR Range for the TPU.
The IP range that the TPU will select an IP address from. Must be in CIDR notation and a /29 range, for example 192.168.0.0/29. Errors will occur if the CIDR range has already been used for a currently existing TPU, the CIDR range conflicts with any networks in the user's provided network, or the provided network is peered with another network that is using that CIDR range.
- --reserved
When specified, will attempt to create the TPU node under reservations made in the current project. The reservations can be made separately but used in aggregated form. i.e., the user can make a reservation of 128 V2 TPUs and later on make another reservation of 128 V2 TPUs then creates a v2-256 TPU instance. If there exists no reservation or not sufficient amount of reserved cores under the project, the request will fail due to lack of capacity.
- --use-service-networking
If provided, the TPU will be configured via the Service Networking (SN) API instead of using a CIDR range. The Service Networking API should be enabled on the project before creating the TPU.
For more information on Service Networking see https://cloud.google.com/service-infrastructure/docs/service-networking/getting-started.
These flags are available to all commands: --access-token-file, --account, --billing-project, --configuration, --flags-file, --flatten, --format, --help, --impersonate-service-account, --log-http, --project, --quiet, --trace-token, --user-output-enabled, --verbosity.
Run $ gcloud help for details.
This command uses the tpu/v1 API. The full documentation for this API can be found at: https://cloud.google.com/tpu/
This command is currently in beta and might change without notice. These variants are also available:
$ gcloud compute tpus create
$ gcloud alpha compute tpus create