TensorFlow · Schema
TensorFlow Serving Model Status Response
Schema for model status response from TensorFlow Serving, including state and error information for each model version.
Artificial IntelligenceDeep LearningJavaScriptMachine-LearningModel ServingNeural NetworksOpen-SourcePython
Properties
| Name | Type | Description |
|---|---|---|
| model_version_status | array | List of status entries for each version of the model |
JSON Schema
{
"$schema": "http://json-schema.org/draft-07/schema#",
"$id": "https://github.com/api-evangelist/tensorflow/blob/main/json-schema/tensorflow-serving-model-status-schema.json",
"title": "TensorFlow Serving Model Status Response",
"description": "Schema for model status response from TensorFlow Serving, including state and error information for each model version.",
"type": "object",
"properties": {
"model_version_status": {
"type": "array",
"description": "List of status entries for each version of the model",
"items": {
"type": "object",
"properties": {
"version": {
"type": "integer",
"description": "The model version number"
},
"state": {
"type": "string",
"description": "Current lifecycle state of the model version",
"enum": ["UNKNOWN", "START", "LOADING", "AVAILABLE", "UNLOADING", "END"]
},
"status": {
"type": "object",
"description": "Error status if the model is in an error state",
"properties": {
"error_code": {
"type": "string",
"description": "Machine-readable error code"
},
"error_message": {
"type": "string",
"description": "Human-readable error message"
}
}
}
},
"required": ["version", "state"]
}
}
},
"examples": [
{
"model_version_status": [
{
"version": 1,
"state": "AVAILABLE",
"status": {}
}
]
}
]
}
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