gcloud ai-platform predict - run AI Platform online prediction

gcloud ai-platform 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 …]

--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 JSONformat; 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-8encoded text format; newline delimited.

An example of the text instances file:

107,4.9,2.5,4.5,1.7100,5.7,2.8,4.1,1.3…

This flag accepts "-" for stdin.

--region=REGION

Google Cloud region of the regional endpoint to use for this command. For theglobal endpoint, the region needs to be specified asglobal.

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 toDEFAULT_SERVING_SIGNATURE_DEF_KEY inhttps://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 modelversions run

gcloudai-platformversionslist

Run$gcloud help for details.