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Title: GitHub - aa105157/Bert_code: Bert源码阅读与讲解(Pytorch版本)-以BERT文本分类代码为例子 · GitHub

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Description: Bert源码阅读与讲解(Pytorch版本)-以BERT文本分类代码为例子. Contribute to aa105157/Bert_code development by creating an account on GitHub.

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bert_read_step_to_stephttps://github.com/aa105157/Bert_code/tree/master/bert_read_step_to_step
bert_read_step_to_stephttps://github.com/aa105157/Bert_code/tree/master/bert_read_step_to_step
convert_tf_to_pytorchhttps://github.com/aa105157/Bert_code/tree/master/convert_tf_to_pytorch
convert_tf_to_pytorchhttps://github.com/aa105157/Bert_code/tree/master/convert_tf_to_pytorch
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https://github.com/DA-southampton/TRM_tutorialhttps://github.com/DA-southampton/TRM_tutorial
https://github.com/aa105157/Bert_code#bert源代码解读-以bert文本分类代码为例子
https://github.com/aa105157/Bert_code#代码和数据介绍
仓库https://github.com/ChineseGLUE/ChineseGLUE/tree/master/baselines/models_pytorch/classifier_pytorch
https://github.com/aa105157/Bert_code#准备预训练模型
这里https://storage.googleapis.com/bert_models/2018_11_03/chinese_L-12_H-768_A-12.zip
https://github.com/aa105157/Bert_code#准备文本分类训练数据
这里https://github.com/ChineseGLUE/ChineseGLUE/tree/master/baselines/models_pytorch/classifier_pytorch/chineseGLUEdatasets
https://github.com/aa105157/Bert_code#1main函数进入
这里https://github.com/DA-southampton/Read_Bert_Code/blob/7e3c619aef9e462ec8865cde75c7a0ff2aefe60f/bert_read_step_to_step/run_classifier.py#L522
https://github.com/aa105157/Bert_code#2解析命令行参数
这里https://github.com/DA-southampton/Read_Bert_Code/blob/7e3c619aef9e462ec8865cde75c7a0ff2aefe60f/bert_read_step_to_step/run_classifier.py#L333
这里https://github.com/DA-southampton/Read_Bert_Code/blob/7e3c619aef9e462ec8865cde75c7a0ff2aefe60f/bert_read_step_to_step/run_classifier.py#L413
https://github.com/aa105157/Bert_code#3判断一些情况
这里https://github.com/DA-southampton/Read_Bert_Code/blob/7e3c619aef9e462ec8865cde75c7a0ff2aefe60f/bert_read_step_to_step/run_classifier.py#L414
这里https://github.com/DA-southampton/Read_Bert_Code/blob/7e3c619aef9e462ec8865cde75c7a0ff2aefe60f/bert_read_step_to_step/run_classifier.py#L448
https://github.com/aa105157/Bert_code#4获取任务对应processor
这里https://github.com/DA-southampton/Read_Bert_Code/blob/7e3c619aef9e462ec8865cde75c7a0ff2aefe60f/bert_read_step_to_step/run_classifier.py#L449
这里https://github.com/DA-southampton/Read_Bert_Code/blob/7e3c619aef9e462ec8865cde75c7a0ff2aefe60f/bert_read_step_to_step/processors/glue.py#L376
https://github.com/aa105157/Bert_code#41-tnewsprocessor
https://github.com/aa105157/Bert_code#5加载预训练模型
https://github.com/aa105157/Bert_code#6训练模型-也是最重要的部分
这里https://github.com/DA-southampton/Read_Bert_Code/blob/7e3c619aef9e462ec8865cde75c7a0ff2aefe60f/bert_read_step_to_step/run_classifier.py#L472
https://github.com/aa105157/Bert_code#61-加载训练集
这里https://github.com/DA-southampton/Read_Bert_Code/blob/7e3c619aef9e462ec8865cde75c7a0ff2aefe60f/bert_read_step_to_step/run_classifier.py#L274
这里https://github.com/DA-southampton/Read_Bert_Code/blob/7e3c619aef9e462ec8865cde75c7a0ff2aefe60f/bert_read_step_to_step/run_classifier.py#L297
这里https://github.com/DA-southampton/Read_Bert_Code/blob/7e3c619aef9e462ec8865cde75c7a0ff2aefe60f/bert_read_step_to_step/run_classifier.py#L303
https://github.com/aa105157/Bert_code#62-训练模型-train函数
https://github.com/aa105157/Bert_code#621-常规操作
https://github.com/aa105157/Bert_code#622-bert分类模型bertforsequenceclassification
https://github.com/aa105157/Bert_code#6211-bertmodel
https://github.com/aa105157/Bert_code#62111-bertencoder
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