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| [![](https://www.tensorflow.org/images/GitHub-Mark-32px.png) View source on GitHub](https://github.com/tensorflow/tflite-support/blob/v0.4.4/tensorflow_lite_support/metadata/python/metadata_writers/writer_utils.py) |

Helper methods for writing metadata into TFLite models.

#### View aliases


**Main aliases**

[`tflite_support.metadata_writers.audio_classifier.metadata_info.writer_utils`](https://www.tensorflow.org/lite/api_docs/python/tflite_support/metadata_writers/writer_utils), [`tflite_support.metadata_writers.audio_classifier.metadata_writer.metadata_info.writer_utils`](https://www.tensorflow.org/lite/api_docs/python/tflite_support/metadata_writers/writer_utils), [`tflite_support.metadata_writers.audio_classifier.metadata_writer.writer_utils`](https://www.tensorflow.org/lite/api_docs/python/tflite_support/metadata_writers/writer_utils), [`tflite_support.metadata_writers.audio_classifier.writer_utils`](https://www.tensorflow.org/lite/api_docs/python/tflite_support/metadata_writers/writer_utils), [`tflite_support.metadata_writers.bert_nl_classifier.metadata_info.writer_utils`](https://www.tensorflow.org/lite/api_docs/python/tflite_support/metadata_writers/writer_utils), [`tflite_support.metadata_writers.bert_nl_classifier.metadata_writer.metadata_info.writer_utils`](https://www.tensorflow.org/lite/api_docs/python/tflite_support/metadata_writers/writer_utils), [`tflite_support.metadata_writers.bert_nl_classifier.metadata_writer.writer_utils`](https://www.tensorflow.org/lite/api_docs/python/tflite_support/metadata_writers/writer_utils), [`tflite_support.metadata_writers.bert_nl_classifier.writer_utils`](https://www.tensorflow.org/lite/api_docs/python/tflite_support/metadata_writers/writer_utils), [`tflite_support.metadata_writers.image_classifier.metadata_info.writer_utils`](https://www.tensorflow.org/lite/api_docs/python/tflite_support/metadata_writers/writer_utils), [`tflite_support.metadata_writers.image_classifier.metadata_writer.metadata_info.writer_utils`](https://www.tensorflow.org/lite/api_docs/python/tflite_support/metadata_writers/writer_utils), [`tflite_support.metadata_writers.image_classifier.metadata_writer.writer_utils`](https://www.tensorflow.org/lite/api_docs/python/tflite_support/metadata_writers/writer_utils), [`tflite_support.metadata_writers.image_classifier.writer_utils`](https://www.tensorflow.org/lite/api_docs/python/tflite_support/metadata_writers/writer_utils), [`tflite_support.metadata_writers.image_segmenter.metadata_info.writer_utils`](https://www.tensorflow.org/lite/api_docs/python/tflite_support/metadata_writers/writer_utils), [`tflite_support.metadata_writers.image_segmenter.metadata_writer.metadata_info.writer_utils`](https://www.tensorflow.org/lite/api_docs/python/tflite_support/metadata_writers/writer_utils), [`tflite_support.metadata_writers.image_segmenter.metadata_writer.writer_utils`](https://www.tensorflow.org/lite/api_docs/python/tflite_support/metadata_writers/writer_utils), [`tflite_support.metadata_writers.image_segmenter.writer_utils`](https://www.tensorflow.org/lite/api_docs/python/tflite_support/metadata_writers/writer_utils), [`tflite_support.metadata_writers.metadata_info.writer_utils`](https://www.tensorflow.org/lite/api_docs/python/tflite_support/metadata_writers/writer_utils), [`tflite_support.metadata_writers.nl_classifier.metadata_info.writer_utils`](https://www.tensorflow.org/lite/api_docs/python/tflite_support/metadata_writers/writer_utils), [`tflite_support.metadata_writers.nl_classifier.metadata_writer.metadata_info.writer_utils`](https://www.tensorflow.org/lite/api_docs/python/tflite_support/metadata_writers/writer_utils), [`tflite_support.metadata_writers.nl_classifier.metadata_writer.writer_utils`](https://www.tensorflow.org/lite/api_docs/python/tflite_support/metadata_writers/writer_utils), [`tflite_support.metadata_writers.nl_classifier.writer_utils`](https://www.tensorflow.org/lite/api_docs/python/tflite_support/metadata_writers/writer_utils), [`tflite_support.metadata_writers.object_detector.metadata_info.writer_utils`](https://www.tensorflow.org/lite/api_docs/python/tflite_support/metadata_writers/writer_utils), [`tflite_support.metadata_writers.object_detector.metadata_writer.metadata_info.writer_utils`](https://www.tensorflow.org/lite/api_docs/python/tflite_support/metadata_writers/writer_utils), [`tflite_support.metadata_writers.object_detector.metadata_writer.writer_utils`](https://www.tensorflow.org/lite/api_docs/python/tflite_support/metadata_writers/writer_utils), [`tflite_support.metadata_writers.object_detector.writer_utils`](https://www.tensorflow.org/lite/api_docs/python/tflite_support/metadata_writers/writer_utils)

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## Functions

[`compute_flat_size(...)`](https://developers.google.com/edge/api/tflite/python/tflite_support/metadata_writers/writer_utils/compute_flat_size): Computes the flat size (number of elements) of tensor shape.

[`get_input_tensor_names(...)`](https://developers.google.com/edge/api/tflite/python/tflite_support/metadata_writers/writer_utils/get_input_tensor_names): Gets a list of the input tensor names.

[`get_input_tensor_shape(...)`](https://developers.google.com/edge/api/tflite/python/tflite_support/metadata_writers/writer_utils/get_input_tensor_shape): Gets the shape of the specified input tensor.

[`get_input_tensor_types(...)`](https://developers.google.com/edge/api/tflite/python/tflite_support/metadata_writers/writer_utils/get_input_tensor_types): Gets a list of the input tensor types.

[`get_output_tensor_names(...)`](https://developers.google.com/edge/api/tflite/python/tflite_support/metadata_writers/writer_utils/get_output_tensor_names): Gets a list of the output tensor names.

[`get_output_tensor_types(...)`](https://developers.google.com/edge/api/tflite/python/tflite_support/metadata_writers/writer_utils/get_output_tensor_types): Gets a list of the output tensor types.

[`get_tokenizer_associated_files(...)`](https://developers.google.com/edge/api/tflite/python/tflite_support/metadata_writers/writer_utils/get_tokenizer_associated_files): Gets a list of associated files packed in the tokenzier_options.

[`load_file(...)`](https://developers.google.com/edge/api/tflite/python/tflite_support/metadata_writers/writer_utils/load_file): Loads file from the file path.

[`save_file(...)`](https://developers.google.com/edge/api/tflite/python/tflite_support/metadata_writers/writer_utils/save_file): Loads file from the file path.