Source code for paddlenlp.transformers.layoutlm.tokenizer

# Copyright (c) 2021 PaddlePaddle Authors. All Rights Reserved.
# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
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# Licensed under the Apache License, Version 2.0 (the "License");
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#     http://www.apache.org/licenses/LICENSE-2.0
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""" Tokenization classes for LayoutLM model."""
from ..bert.tokenizer import BertTokenizer

__all__ = ["LayoutLMTokenizer"]

PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES = {"layoutlm-base-uncased": 512, "layoutlm-large-uncased": 512}



[docs]
class LayoutLMTokenizer(BertTokenizer):
    """
    The usage of LayoutLMTokenizer is the same as
    `BertTokenizer <https://paddlenlp.readthedocs.io/zh/latest/source/paddlenlp.transformers.bert.tokenizer.html>`__.
    For more information regarding those methods, please refer to this superclass.
    """

    resource_files_names = {"vocab_file": "vocab.txt"}  # for save_pretrained
    pretrained_resource_files_map = {
        "vocab_file": {
            "layoutlm-base-uncased": "https://bj.bcebos.com/paddlenlp/models/transformers/layoutlm/layoutlm-base-uncased/vocab.txt",
            "layoutlm-large-uncased": "https://bj.bcebos.com/paddlenlp/models/transformers/layoutlm/layoutlm-large-uncased/vocab.txt",
        }
    }
    pretrained_init_configuration = {
        "layoutlm-base-uncased": {"do_lower_case": True},
        "layoutlm-large-uncased": {"do_lower_case": True},
    }

    max_model_input_sizes = PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES