TensorFlow · Example Payload

Tensorflow Serving Predict Example

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

AIDeep 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
        }
      ]
    }
  }
}