gcloud ai-platform predict

NAME
gcloud ai-platform predict - run AI Platform online prediction
SYNOPSIS
gcloud ai-platform predict --model=MODEL (--json-instances=JSON_INSTANCES     | --text-instances=TEXT_INSTANCES) [--signature-name=SIGNATURE_NAME] [--version=VERSION] [GCLOUD_WIDE_FLAG]
DESCRIPTION
gcloud ai-platform 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 via
  $ gcloud ai-platform 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.

--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
--signature-name=SIGNATURE_NAME
The 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/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 ai-platform versions list
GCLOUD WIDE FLAGS
These flags are available to all commands: --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
These variants are also available:
  $ gcloud alpha ai-platform predict
  $ gcloud beta ai-platform predict