2022-03-01 04:29:52 +00:00
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NAME
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gcloud beta ml-engine explain - run AI Platform explanation
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SYNOPSIS
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gcloud beta ml-engine explain --model=MODEL
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(--json-instances=JSON_INSTANCES | --json-request=JSON_REQUEST
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| --text-instances=TEXT_INSTANCES) [--region=REGION]
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[--version=VERSION] [GCLOUD_WIDE_FLAG ...]
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DESCRIPTION
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(BETA) gcloud beta ml-engine explain sends an explain request to AI
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Platform for the given instances. This command will read up to 100
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instances, though the service itself will accept instances up to the
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payload limit size (currently, 1.5MB).
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EXAMPLES
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To get explanations for an AI Platform version model with the version
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'version' and with the name 'model-name', run:
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$ gcloud beta ml-engine explain explain --model=model-name \
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2022-03-01 21:43:54 +00:00
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--version=version --json-instances=instances.json
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2022-03-01 04:29:52 +00:00
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REQUIRED FLAGS
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--model=MODEL
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Name of the model.
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Exactly one of these must be specified:
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--json-instances=JSON_INSTANCES
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Path to a local file from which instances are read. Instances are in
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JSON format; newline delimited.
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An example of the JSON instances file:
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{"images": [0.0, ..., 0.1], "key": 3}
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{"images": [0.0, ..., 0.1], "key": 2}
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...
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This flag accepts "-" for stdin.
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--json-request=JSON_REQUEST
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Path to a local file containing the body of JSON request.
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An example of a JSON request:
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{
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"instances": [
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{"x": [1, 2], "y": [3, 4]},
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{"x": [-1, -2], "y": [-3, -4]}
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]
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}
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This flag accepts "-" for stdin.
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--text-instances=TEXT_INSTANCES
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Path to a local file from which instances are read. Instances are in
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UTF-8 encoded text format; newline delimited.
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An example of the text instances file:
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107,4.9,2.5,4.5,1.7
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100,5.7,2.8,4.1,1.3
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...
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This flag accepts "-" for stdin.
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OPTIONAL FLAGS
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--region=REGION
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Google Cloud region of the regional endpoint to use for this command.
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For the global endpoint, the region needs to be specified as global.
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Learn more about regional endpoints and see a list of available
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regions:
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https://cloud.google.com/ai-platform/prediction/docs/regional-endpoints
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REGION must be one of: global, asia-east1, asia-northeast1,
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asia-southeast1, australia-southeast1, europe-west1, europe-west2,
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europe-west3, europe-west4, northamerica-northeast1, us-central1,
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us-east1, us-east4, us-west1.
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--version=VERSION
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Model version to be used.
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If unspecified, the default version of the model will be used. To list
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model versions run
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$ gcloud beta ml-engine versions list
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GCLOUD WIDE FLAGS
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These flags are available to all commands: --access-token-file, --account,
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--billing-project, --configuration, --flags-file, --flatten, --format,
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--help, --impersonate-service-account, --log-http, --project, --quiet,
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--trace-token, --user-output-enabled, --verbosity.
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Run $ gcloud help for details.
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NOTES
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This command is currently in beta and might change without notice. This
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variant is also available:
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$ gcloud alpha ml-engine explain
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