TensorFlow · Example Payload

Tensorflow Serving Predict Example

Example prediction request to the TensorFlow Serving Predict API using row format (instances array)

Artificial IntelligenceDeep LearningJavaScriptMachine-LearningModel ServingNeural NetworksOpen-SourcePython

Tensorflow Serving Predict Example is an example object payload from TensorFlow, with 4 top-level fields. It illustrates the shape of data this provider's APIs accept or return.

Top-level fields

titledescriptionrequestresponse

Example Payload

{
  "title": "TensorFlow Serving Predict - Row Format",
  "description": "Example prediction request to the TensorFlow Serving Predict API using row format (instances array)",
  "request": {
    "method": "POST",
    "url": "http://localhost:8501/v1/models/my_model:predict",
    "headers": {
      "Content-Type": "application/json"
    },
    "body": {
      "signature_name": "serving_default",
      "instances": [
        {
          "tag": "foo",
          "signal": [1, 2, 3, 4, 5],
          "sensor": [[1, 2], [3, 4]]
        },
        {
          "tag": "bar",
          "signal": [3, 4, 1, 2, 5],
          "sensor": [[4, 5], [6, 8]]
        }
      ]
    }
  },
  "response": {
    "status": 200,
    "body": {
      "predictions": [
        {
          "output_label": "cat",
          "score": 0.923
        },
        {
          "output_label": "dog",
          "score": 0.876
        }
      ]
    }
  }
}