third_party/tflite_support/src/tensorflow_lite_support/cc/test/testdata/task/text/test_model_nl_classifier_with_regex_tokenizer.json

{
  "name": "Sentiment Analyzer (AverageWordVecModelSpec)",
  "description": "Detect if the input text's sentiment is positive or negative. The model was trained on the IMDB Movie Reviews dataset so it is more accurate when input text is a movie review.",
  "version": "v1",
  "subgraph_metadata": [
    {
      "input_tensor_metadata": [
        {
          "name": "input_text",
          "description": "Embedding vectors representing the input text to be classified. The input need to be converted from raw text to embedding vectors using the attached dictionary file.",
          "content": {
            "content_properties_type": "FeatureProperties",
            "content_properties": {
            }
          },
          "process_units": [
            {
              "options_type": "RegexTokenizerOptions",
              "options": {
                "delim_regex_pattern": "[^\\w\\']+",
                "vocab_file": [
                  {
                    "name": "vocab.txt",
                    "description": "Vocabulary file to convert natural language words to embedding vectors.",
                    "type": "VOCABULARY"
                  }
                ]
              }
            }
          ]
        }
      ],
      "output_tensor_metadata": [
        {
          "name": "probability",
          "description": "Probabilities of the labels respectively.",
          "content": {
            "content_properties_type": "FeatureProperties",
            "content_properties": {
            }
          },
          "stats": {
            "max": [
              1.0
            ],
            "min": [
              0.0
            ]
          },
          "associated_files": [
            {
              "name": "labels.txt",
              "description": "Labels for the categories that the model can classify.",
              "type": "TENSOR_AXIS_LABELS"
            }
          ]
        }
      ]
    }
  ],
  "author": "TensorFlow",
  "license": "Apache License. Version 2.0 http://www.apache.org/licenses/LICENSE-2.0.",
  "min_parser_version": "1.2.1"
}