- NAME
-
- gcloud alpha ml-engine predict - run AI Platform online prediction
- SYNOPSIS
-
-
gcloud alpha ml-engine predict
--model
=MODEL
(--json-instances
=JSON_INSTANCES
|--json-request
=JSON_REQUEST
|--text-instances
=TEXT_INSTANCES
) [--region
=REGION
] [--signature-name
=SIGNATURE_NAME
] [--version
=VERSION
] [GCLOUD_WIDE_FLAG …
]
-
- DESCRIPTION
-
(ALPHA)
gcloud alpha ml-engine predict
sends a prediction request to AI Platform for the given instances. This command will read up to 100 instances, though the service itself will accept instances up to the payload limit size (currently, 1.5MB). If you are predicting on more instances, you should use batch prediction viagcloud alpha ml-engine jobs submit prediction.
- REQUIRED FLAGS
-
--model
=MODEL
- Name of the model.
-
Exactly one of these must be specified:
--json-instances
=JSON_INSTANCES
-
Path to a local file from which instances are read. Instances are in JSON
format; newline delimited.
An example of the JSON instances file:
{"images": [0.0, …, 0.1], "key": 3} {"images": [0.0, …, 0.1], "key": 2} …
This flag accepts "-" for stdin.
--json-request
=JSON_REQUEST
-
Path to a local file containing the body of JSON request.
An example of a JSON request:
{ "instances": [ {"x": [1, 2], "y": [3, 4]}, {"x": [-1, -2], "y": [-3, -4]} ] }
This flag accepts "-" for stdin.
--text-instances
=TEXT_INSTANCES
-
Path to a local file from which instances are read. Instances are in UTF-8
encoded text format; newline delimited.
An example of the text instances file:
107,4.9,2.5,4.5,1.7 100,5.7,2.8,4.1,1.3 …
This flag accepts "-" for stdin.
- OPTIONAL FLAGS
-
--region
=REGION
-
Google Cloud region of the regional endpoint to use for this command. For the
global endpoint, the region needs to be specified as
global
.Learn more about regional endpoints and see a list of available regions: https://cloud.google.com/ai-platform/prediction/docs/regional-endpoints
REGION
must be one of:global
,asia-east1
,asia-northeast1
,asia-southeast1
,australia-southeast1
,europe-west1
,europe-west2
,europe-west3
,europe-west4
,northamerica-northeast1
,us-central1
,us-east1
,us-east4
,us-west1
. --signature-name
=SIGNATURE_NAME
- Name of the signature defined in the SavedModel to use for this job. Defaults to DEFAULT_SERVING_SIGNATURE_DEF_KEY in https://www.tensorflow.org/api_docs/python/tf/compat/v1/saved_model/signature_constants, which is "serving_default". Only applies to TensorFlow models.
--version
=VERSION
-
Model version to be used.
If unspecified, the default version of the model will be used. To list model versions run
gcloud alpha ml-engine versions list
- 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. - NOTES
-
This command is currently in alpha and might change without notice. If this
command fails with API permission errors despite specifying the correct project,
you might be trying to access an API with an invitation-only early access
allowlist. These variants are also available:
gcloud ml-engine predict
gcloud beta ml-engine predict
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Last updated 2024-02-06 UTC.