From 28ee3a3ba5ecea80a16abf6407aadb2cddfb5630 Mon Sep 17 00:00:00 2001 From: alouhahaha Date: Wed, 26 Aug 2020 11:30:18 +0800 Subject: [PATCH] new commercial case added --- docs/source_zh_cn/case.rst | 7 + docs/source_zh_cn/case/bert_poetry.md | 305 ++++++++++++++++++++ docs/source_zh_cn/case/image/bert_model.PNG | Bin 0 -> 73586 bytes docs/source_zh_cn/case/image/finetune.PNG | Bin 0 -> 102187 bytes docs/source_zh_cn/case/image/introduce.PNG | Bin 0 -> 24956 bytes docs/source_zh_cn/index.rst | 3 +- 6 files changed, 314 insertions(+), 1 deletion(-) create mode 100644 docs/source_zh_cn/case.rst create mode 100644 docs/source_zh_cn/case/bert_poetry.md create mode 100644 docs/source_zh_cn/case/image/bert_model.PNG create mode 100644 docs/source_zh_cn/case/image/finetune.PNG create mode 100644 docs/source_zh_cn/case/image/introduce.PNG diff --git a/docs/source_zh_cn/case.rst b/docs/source_zh_cn/case.rst new file mode 100644 index 00000000..7ffe8486 --- /dev/null +++ b/docs/source_zh_cn/case.rst @@ -0,0 +1,7 @@ +应用案例 +=========== + +.. toctree:: + :maxdepth: 1 + + case/bert_poetry diff --git a/docs/source_zh_cn/case/bert_poetry.md b/docs/source_zh_cn/case/bert_poetry.md new file mode 100644 index 00000000..d54ebe13 --- /dev/null +++ b/docs/source_zh_cn/case/bert_poetry.md @@ -0,0 +1,305 @@ +# 智能写诗 + + + +- [智能写诗](#智能写诗) + - [案例简介](#案例简介) + - [模型介绍](#模型介绍) + - [模型训练](#模型训练) + - [Pre-training](#pre-training) + - [Fine-tuning](#fine-tuning) + - [模型修改](#模型修改) + - [样例代码](#样例代码) + - [实现步骤](#实现步骤) + - [基础信息](#基础信息) + - [数据准备](#数据准备) + - [训练](#训练) + - [推理验证](#推理验证) + - [服务部署](#服务部署) + - [参考资料](#参考资料) + + + +五千年历史孕育了深厚的中华文化,而诗词是中华文化不可或缺的一部分,欣赏过诗词就可以感受到当中纯净、辽阔的意境,极致的感性,恰恰弥补了节奏紧迫的现代生活带给我们的拥挤感、浮躁感,古语曰:熟读唐诗三百首,不会作诗也会吟,今天理科生MindSpore也来秀一秀文艺范儿! + +## 案例简介 + +通过MindSpore训练出智能写诗模型及部署预测服务,具体流程如下图所示: + +![introduce image](image/introduce.PNG) + +图1:案例流程图 + +由于Bert预训练比较费时费力,在本案例中省略了预训练阶段,直接提供MindSpore预训练好的Bert-Base模型,经过Fine-tuning后训练获得最终的模型的训练全流程。 + +除此之外,将展示如何通过MindSpore Serving将该模型部署成一个预测服务,Clients代码可以发送请求给该预测服务并获得预测结果。 + +## 模型介绍 + +和诗词打交道需要用NLP相关的网络,BERT作为NLP领域中里程碑式的模型,极大地推动了NLP社区的发展,BERT模型由Google提出,采用Transformer中的Encoder结构,通过若干层Encoder的堆叠并借由注意力机制,在多项GLUE(General Language Understanding Evaluation)任务中取得了SOTA(State Of The Art)的效果。 + +正是由于这种注意力的机制,不同于以往的循环神经网络的结构,可以做高度的并行计算,这样便可以充分发挥出Ascend 910AI处理器的强大算力,获得极佳的性能表现。 + +## 模型训练 + +分为两个步骤,即Pre-training和Fine-tuning。首先在海量无标签的数据上进行Pre-training,希望通过此过程让模型掌握一般的人类语言语义机制,然后在Fine-tuning阶段会针对特定细分领域的有标签数据进行训练以完成特定任务。 + +### Pre-training + +Pre-training是在无标签数据上进行的自编码训练,因此训练任务的设计尤为重要,BERT中的Pre-training包含两项任务MLM(Masked Language Model)和NSP(Next Sentence Prediction)。 + +- **MLM任务**是在输入时,随机将部分token置换为[MASK]标记,然后通过注意力机制,由其上下文预测出被遮挡位置的原始token。 + +- BERT模型的输入是两“句”话:A与B,构造数据的时候会以50%的概率随机调换A、B的位置,**NSP任务**是预测A与B是否是相连的两“句”话。 + +在MLM基础上再增加一个NSP任务,是考虑到实际任务中并没有MLM这种任务,增加一个更符合实际任务类型的预训练任务。 + +从上述描述中可以看出,Pre-training并不需要任务数据标签,这种MLM的训练任务本质上是去噪自编码模型,因此BERT可以利用海量的无标签数据来进行预训练。通过预训练阶段的任务设置,BERT可以从无标签数据中学到基础语义逻辑,然后配合Finetune过程完成特定任务训练。 + +BERT模型的结构如下图所示,输入两“句”话,如果是中文模型,那么每一个token对应一个汉字,[CLS]和[SEP]是插入的特殊标识位。 + +![Teaser image](image/bert_model.PNG) + +图2:Bert模型结构[1] + +### Fine-tuning + +Fine-tuning是在BERT的预训练模型基础上,在最后增加一层适配实际任务,然后在有标签数据上进行少量的训练。 + +Fine-tuning的模式可以分为两大类,end-to-end Fine-tuning和feature-based approach,两者的区别在于Finetune阶段中是否修改BERT预训练模型中的参数,正常情况下都是使用end-to-end Fine-tuning。 + +### 模型修改 + +BERT采用了Encoder结构,`attention_mask`为全1的向量,即每个token都可以看到其前后的token,此举帮助每一个token都可以了解到整句话信息从而加强语义理解能力,所以BERT天生就不是生成式模型。 + +语句生成任务中,在生成下一个token时,应当只能看到之前token的信息,而不应该看到全局信息,因此需要在修改`attention_mask`为下三角矩阵,这样当前token只能看到自己及之前的token信息。 + +用于Fine-tuning的数据是40000多首诗词,并无标签,因此构造Fine-tuning任务如下图所示,每一个token的输出要接近下一个标签token,使用交叉熵作为损失函数。 + +![Teaser image](image/finetune.PNG) + +图2:训练流程示意图 + +## 样例代码 + +样例代码可[点击下载](https://mindspore-website.obs.cn-north-4.myhuaweicloud.com:443/DemoCode/bert_poetry.rar),可直接运行体验实现写诗效果,代码结构如下: + +``` +└─bert_poetry + ├── src + ├── bert_for_pre_training.py # 封装BERT-Base正反向网络类 + ├── bert_model.py # 定义BERT正向网络结构 + ├── finetune_config.py # Fine-tuning配置文件 + ├── fused_layer_norm.py # 定义fused_layer_norm + ├── __init__.py # __init__ + ├── utils.py # 定义Fine-tuning正向网络结构 + └── poetry_dataset.py # 部分代码取自[2],解析poetry.txt,生成所需dataset + ├── vocab.txt # 词汇表 + ├── generator.py # 部分代码取自[2],推理生成诗句使用函数 + ├── poetry.py # 训练、推理、导出函数 + ├── serving + ├── ms_serving # 启动服务器侧serving + ├── bert_flask.py # 服务器侧接收requests请求 + ├── poetry_client.py # 客户端代码 + ├── ms_service_pb2_grpc.py # 定义了grpc相关函数供bert_flask.py使用 + └── ms_service_pb2.py # 定义了protocol buffer相关函数供bert_flask.py使用 + +``` + +## 实现步骤 + +### 基础信息 + +基于MindSpore 0.6.0-beta版本,在Ascend 910AI处理器平台上进行训练及推理。 + +### 数据准备 + +安装bert4keras [3],需要用到其中的`Tokenizer`和`load_vocab`函数,安装命令如下: +``` +pip install bert4keras +pip install bottle +``` + +数据集为43030首诗词:可[下载](https://github.com/AaronJny/DeepLearningExamples/tree/master/keras-bert-poetry-generator)其中的`poetry.txt`。 + +BERT-Base模型的预训练ckpt:可在[MindSpore官网](https://www.mindspore.cn/docs/zh-CN/master/network_list.html)下载。 + +### 训练 + +在`src/finetune_config.py`中修改`pre_training_ckpt`路径,加载预训练的ckpt,修改`batch_size`为bs,修改`dataset_path`为存放诗词的路径,默认的`BertConfig`为Base模型。 + +``` +'dataset_path': '/your/path/to/poetry.txt', +'batch_size': bs, +'pre_training_ckpt': '/your/path/to/pre_training_ckpt', +``` + +执行训练指令 + +``` +python poetry.py +``` + +### 推理验证 + +修改`poetry.py`中`test_eval`函数来控制随机生成、续写诗句或是藏头诗。 + +`generate_random_poetry`函数实现随机生成和续写诗句的功能,如果入参`s`为空则代表随机生成,`s`不为空则为续写诗句。 + +``` + output = generate_random_poetry(poetrymodel, s='') #随机生成 + output = generate_random_poetry(poetrymodel, s='天下为公') #续写诗句 +``` + +`generate_hidden`函数实现生成藏头诗的功能,入参`head`为隐藏的头部语句。 +``` + output = generate_hidden(poetrymodel, head="人工智能") #藏头诗 +``` + +执行推理指令 + +``` +python poetry.py --train=False --ckpt_path=/your/ckpt/path +``` + +会打印出最终生成的诗句,脚本中默认生成一首随机生成、一首续写诗词、一首藏头诗,结果如下所示: + +随机生成: + +``` +大堤柳暗, +春深树根。 +东望一望, +断回还家。 +山色渐风雨, +东风多雨禾。 +无情与去, +万里所思。 +``` + +续写 【天下为公】: + +``` +天下为公少, +唯君北向西。 +远山无路见, +长水见人偏。 +一路巴猿啸, +千峰楚客啼。 +幽深有诗策, +无以话年华。 +``` + +藏头诗 【人工智能】: + +``` +人君离别难堪望, +工部张机自少年。 +智士不知身没处, +能令圣德属何年。 +``` + +### 服务部署 + +通过MindSpore Serving将训练好的模型部署成推理服务。服务端部署包含以下3个步骤:模型导出、Serving服务启动、预处理及后处理的服务启动;客户端发送推理请求给服务端进行模型推理,推理生成的诗句返回给客户端展示。 + +- 模型导出 + +在使用Serving部署服务前,需要导出模型文件,在`poetry.py`中提供了`export_net`函数负责导出MINDIR模型,执行命令: + +``` +python poetry.py --export=True --ckpt_path=/your/ckpt/path +``` + +会在当前路径下生成`poetry.pb`文件。 + +- Serving服务 + +在服务器侧启动Serving服务,并加载导出的MINDIR文件`poetry.pb`。 + +``` +cd serving +./ms_serving --model_path=/path/to/your/MINDIR_file --model_name=your_mindir.pb +``` + +- 预处理及后处理的服务 + +预处理及后处理通过Flask框架来快速实现,在服务器侧运行`bert_flask.py`文件,启动Flask服务。 + +``` +python bert_flask.py +``` + +通过以上步骤,服务端部署就已经完成。 + +- 客户端 + +可用电脑作为客户端,修改`poetry_client.py`中的url请求地址为推理服务启动的服务器IP,并确保端口与服务端`bert_flask.py`中的端口一致,例如: + +``` +url = 'http://10.155.170.71:8080/' +``` + +运行`poetry_client.py`文件 + +``` +python poetry_client.py +``` + +此时在客户端输入指令,即可在远端服务器进行推理,返回生成的诗句。 + +``` +选择模式:0-随机生成,1:续写,2:藏头诗 +0 +``` +``` +一朵黄花叶, +千竿绿树枝。 +含香待夏晚, +澹浩长风时。 +``` + +``` +选择模式:0-随机生成,1:续写,2:藏头诗 +1 +输入首句诗 +明月 +``` +``` +明月照三峡, +长空一片云。 +秋风与雨过, +唯有客舟分。 +寒影出何处, +远林含不闻。 +不知前后事, +何道逐风君。 +``` + +``` +选择模式:0-随机生成,1:续写,2:藏头诗 +2 +输入藏头诗 +人工智能 +``` +``` +人生事太远, +工部与神期。 +智者岂无识, +能文争有疑。 +``` + +细读鉴赏一下,平仄、押韵、意味均有体现,AI诗人已然成形。 + + +> 友情提醒,修改其他类型数据集,也可以完成其他简单的生成类任务,如对春联,简单聊天机器人等,用户可尝试体验实现。 + + +## 参考资料 + +[1] [BERT:Pre-training of Deep Bidirectional Transformers for Language Understanding](https://arxiv.org/abs/1810.04805) + +[2] [https://github.com/AaronJny/DeepLearningExamples/](https://github.com/AaronJny/DeepLearningExamples/) + +[3] [https://github.com/bojone/bert4keras](https://github.com/bojone/bert4keras) + diff --git 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