information of the tokenizer in the input text tensor, if
any. Only RegexTokenizer1 is currenly supported. If the tokenizer
is BertTokenizer2 or SentencePieceTokenizer3, refer to
bert_nl_classifier.MetadataWriter.
Attributes
tokenizer_md
information of the tokenizer in the input text tensor, if any.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2024-05-08 UTC."],[],[],null,["# tflite_support.metadata_writers.metadata_info.InputTextTensorMd\n\n\u003cbr /\u003e\n\n|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| [View source on GitHub](https://github.com/tensorflow/tflite-support/blob/v0.4.4/tensorflow_lite_support/metadata/python/metadata_writers/metadata_info.py#L492-L539) |\n\nA container for the input text tensor metadata information.\n\nInherits From: [`TensorMd`](../../../tflite_support/metadata_writers/metadata_info/TensorMd)\n\n#### View aliases\n\n\n**Main aliases**\n\n[`tflite_support.metadata_writers.audio_classifier.metadata_info.InputTextTensorMd`](https://www.tensorflow.org/lite/api_docs/python/tflite_support/metadata_writers/metadata_info/InputTextTensorMd), [`tflite_support.metadata_writers.audio_classifier.metadata_writer.metadata_info.InputTextTensorMd`](https://www.tensorflow.org/lite/api_docs/python/tflite_support/metadata_writers/metadata_info/InputTextTensorMd), [`tflite_support.metadata_writers.bert_nl_classifier.metadata_info.InputTextTensorMd`](https://www.tensorflow.org/lite/api_docs/python/tflite_support/metadata_writers/metadata_info/InputTextTensorMd), [`tflite_support.metadata_writers.bert_nl_classifier.metadata_writer.metadata_info.InputTextTensorMd`](https://www.tensorflow.org/lite/api_docs/python/tflite_support/metadata_writers/metadata_info/InputTextTensorMd), [`tflite_support.metadata_writers.image_classifier.metadata_info.InputTextTensorMd`](https://www.tensorflow.org/lite/api_docs/python/tflite_support/metadata_writers/metadata_info/InputTextTensorMd), [`tflite_support.metadata_writers.image_classifier.metadata_writer.metadata_info.InputTextTensorMd`](https://www.tensorflow.org/lite/api_docs/python/tflite_support/metadata_writers/metadata_info/InputTextTensorMd), [`tflite_support.metadata_writers.image_segmenter.metadata_info.InputTextTensorMd`](https://www.tensorflow.org/lite/api_docs/python/tflite_support/metadata_writers/metadata_info/InputTextTensorMd), [`tflite_support.metadata_writers.image_segmenter.metadata_writer.metadata_info.InputTextTensorMd`](https://www.tensorflow.org/lite/api_docs/python/tflite_support/metadata_writers/metadata_info/InputTextTensorMd), [`tflite_support.metadata_writers.nl_classifier.metadata_info.InputTextTensorMd`](https://www.tensorflow.org/lite/api_docs/python/tflite_support/metadata_writers/metadata_info/InputTextTensorMd), [`tflite_support.metadata_writers.nl_classifier.metadata_writer.metadata_info.InputTextTensorMd`](https://www.tensorflow.org/lite/api_docs/python/tflite_support/metadata_writers/metadata_info/InputTextTensorMd), [`tflite_support.metadata_writers.object_detector.metadata_info.InputTextTensorMd`](https://www.tensorflow.org/lite/api_docs/python/tflite_support/metadata_writers/metadata_info/InputTextTensorMd), [`tflite_support.metadata_writers.object_detector.metadata_writer.metadata_info.InputTextTensorMd`](https://www.tensorflow.org/lite/api_docs/python/tflite_support/metadata_writers/metadata_info/InputTextTensorMd)\n\n\u003cbr /\u003e\n\n tflite_support.metadata_writers.metadata_info.InputTextTensorMd(\n name: Optional[str] = None,\n description: Optional[str] = None,\n tokenizer_md: Optional[../../../tflite_support/metadata_writers/metadata_info/RegexTokenizerMd] = None\n )\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Args ---- ||\n|----------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| `name` | name of the tensor. |\n| `description` | description of what the tensor is. |\n| `tokenizer_md` | information of the tokenizer in the input text tensor, if any. Only `RegexTokenizer` [1](https://github.com/tensorflow/tflite-support/blob/b80289c4cd1224d0e1836c7654e82f070f9eefaa/tensorflow_lite_support/metadata/metadata_schema.fbs#L475) is currenly supported. If the tokenizer is `BertTokenizer` [2](https://github.com/tensorflow/tflite-support/blob/b80289c4cd1224d0e1836c7654e82f070f9eefaa/tensorflow_lite_support/metadata/metadata_schema.fbs#L436) or `SentencePieceTokenizer` [3](https://github.com/tensorflow/tflite-support/blob/b80289c4cd1224d0e1836c7654e82f070f9eefaa/tensorflow_lite_support/metadata/metadata_schema.fbs#L473), refer to [`bert_nl_classifier.MetadataWriter`](../../../tflite_support/metadata_writers/bert_nl_classifier/MetadataWriter). \u003cbr /\u003e \u003cbr /\u003e |\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Attributes ---------- ||\n|----------------|----------------------------------------------------------------|\n| `tokenizer_md` | information of the tokenizer in the input text tensor, if any. |\n\n\u003cbr /\u003e\n\nMethods\n-------\n\n### `create_metadata`\n\n[View source](https://github.com/tensorflow/tflite-support/blob/v0.4.4/tensorflow_lite_support/metadata/python/metadata_writers/metadata_info.py#L522-L539) \n\n create_metadata() -\u003e ../../../tflite_support/metadata_schema_py_generated/TensorMetadataT\n\nCreates the input text metadata based on the information.\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Returns ||\n|---|---|\n| A Flatbuffers Python object of the input text metadata. ||\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Raises ||\n|--------------|---------------------------------------------|\n| `ValueError` | if the type of tokenizer_md is unsupported. |\n\n\u003cbr /\u003e"]]