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gcloud-help/gcloud/compute/tpus/tpu-vm/create
2023-03-29 10:40:15 +00:00

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NAME
gcloud compute tpus tpu-vm create - create a new Cloud TPU VM node
SYNOPSIS
gcloud compute tpus tpu-vm create (TPU : --zone=ZONE) --version=VERSION
[--async] [--data-disk=DATA_DISK] [--description=DESCRIPTION]
[--internal-ips] [--labels=[LABELS,...]] [--metadata=[METADATA,...]]
[--metadata-from-file=[METADATA_FROM_FILE,...]]
[--network=NETWORK; default="default"] [--preemptible] [--range=RANGE]
[--reserved] [--scopes=[SCOPES,...]]
[--service-account=SERVICE_ACCOUNT] [--shielded-secure-boot]
[--subnetwork=SUBNETWORK] [--tags=[TAGS,...]]
[--accelerator-type=ACCELERATOR_TYPE; default="v2-8"
| --topology=TOPOLOGY --type=TYPE] [GCLOUD_WIDE_FLAG ...]
DESCRIPTION
Create a new Cloud TPU VM node.
EXAMPLES
To create a TPU VM node with ID my-tpu in the default user project, network
and compute/zone (with other defaults supplied by API), run:
$ gcloud compute tpus tpu-vm create my-tpu
To create a TPU VM node in a specific network, run:
$ gcloud compute tpus tpu-vm create my-tpu --zone=us-central1-a \
--network=my-tf-network --description='My TPU VM' \
--version='v2-alpha'
To create a small TPU VM v2 pod, run:
$ gcloud compute tpus tpu-vm create my-tpu --zone=us-central1-a \
--accelerator-type='v2-32' --description='My TPU VM' \
--version='v2-alpha'
POSITIONAL ARGUMENTS
Tpu resource - Name of the Cloud TPU VM node 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
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.
REQUIRED FLAGS
--version=VERSION
Runtime version for the TPU, such as 2.3.
For a list of available versions run:
gcloud compute tpus tpu-vm versions list
OPTIONAL FLAGS
--async
Return immediately, without waiting for the operation in progress to
complete.
--data-disk=DATA_DISK
Additional data disks for the TPU VM.
This flag must be repeated to provide multiple data disks. For example:
$ gcloud compute tpus tpu-vm create \
--data-disk \
source=projects/my-project/zones/us-central1-c/disks/my-disk,\
mode=read-only
The following keys are allowed:
source
Specifies the full path to an existing disk. Required. The disk
must be in the same zone.
mode
Specifies the mode in which to attach this disk. Valid options are
'read-write', 'read-only'. If not specified, the default is
'read-write'.
--description=DESCRIPTION
Text description of the TPU.
--internal-ips
Indicates that the IP addresses for the node should be internal. The
default is that external IP addresses will be associated with the TPU
workers.
--labels=[LABELS,...]
Resource labels to represent user-provided metadata. See
https://cloud.google.com/compute/docs/labeling-resources for details.
--metadata=[METADATA,...]
List of comma-separated metadata key-value pairs for the Cloud TPU VM
node.
--metadata-from-file=[METADATA_FROM_FILE,...]
Same as --metadata except the value for the entry will be read from a
local file.
--network=NETWORK; default="default"
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.
--scopes=[SCOPES,...]
List of comma-separated scopes to be made available for the service
account.
--service-account=SERVICE_ACCOUNT
Email address of the service account. If empty, default Google Compute
Engine service account will be used.
--shielded-secure-boot
Specifies that the TPU instances are created with secure boot enabled.
This implicitly makes them Shielded VM instances.
--subnetwork=SUBNETWORK
Subnetwork that this TPU will be a part of.
--tags=[TAGS,...]
Tags to apply to the TPU Node. Tags are used to identify valid sources
or targets for network firewalls. See
https://cloud.google.com/vpc/docs/add-remove-network-tags for more
details.
Specify a TPU node in either chips or cores
At most one of these can be specified:
Core based TPU configuration
--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 compute tpus tpu-vm accelerator-types list
Chip based TPU configuration
--topology=TOPOLOGY
Chip topology for TPU.
This flag argument must be specified if any of the other arguments
in this group are specified.
--type=TYPE
Type of TPU. TYPE must be one of: v2, v3, v4.
This flag argument must be specified if any of the other arguments
in this group are specified.
GCLOUD WIDE FLAGS
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.
API REFERENCE
This command uses the tpu/v2 API. The full documentation for this API can
be found at: https://cloud.google.com/tpu/
NOTES
This variant is also available:
$ gcloud alpha compute tpus tpu-vm create