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+对于读入的数据,需要通过数据转换,将原始的图像数据进行转换。训练时,标准的数据预处理包含:`DecodeImage`, `RandCropImage`, `RandFlipImage`, `NormalizeImage`, `ToCHWImage`。在配置文件中体现如下,数据预处理主要包含在`transforms`字段中,以列表形式呈现,会按照顺序对数据依次做这些转换。 + +```yaml +TRAIN: + batch_size: 256 # 所有训练设备上的总batch size + num_workers: 4 # 训练时每块设备上的进程数 + file_list: "./dataset/ILSVRC2012/train_list.txt" # 训练标签文件 + data_dir: "./dataset/ILSVRC2012/" # 训练图片文件夹 + shuffle_seed: 0 # 随机打散的种子数 + transforms: + - DecodeImage: # 对图像文件进行解码,转成numpy矩阵 + to_rgb: True + channel_first: False + - RandCropImage: # 对图像做随机裁剪 + size: 224 + - RandFlipImage: # 对图像做随机翻转 + flip_code: 1 + - NormalizeImage: # 对图像做归一化 + scale: 1./255. + mean: [0.485, 0.456, 0.406] + std: [0.229, 0.224, 0.225] + order: '' + - ToCHWImage: # 将图像从HWC格式转成CHW格式 + mix: + - MixupOperator: # mixup数据增广,在全局配置use_mix=True时生效 + alpha: 0.2 +``` + +PaddleClas中也包含了`AutoAugment`, `RandAugment`等数据增广方法,也可以通过在配置文件中配置,从而添加到训练过程的数据预处理中。每个数据转换的方法均以类实现,方便迁移和复用,更多的数据处理具体实现过程可以参考:`ppcls/data/imaug/operators.py`。 + +对于组成一个batch的数据,也可以使用mixup或者cutmix等方法进行数据增广。PaddleClas中集成了`MixupOperator`, `CutmixOperator`, `FmixOperator`等基于batch的数据增广方法,可以在配置文件中配置mix参数进行配置,更加具体的实现可以参考`ppcls/data/imaug/batch_operators.py`。 + +图像分类中,数据后处理主要为`argmax`操作,在此不再赘述。 + +* 模型结构 + +在配置文件中,模型结构定义如下 + +```yaml +ARCHITECTURE: + name: "EfficientNetB0" + params: # 模型需要传入的额外参数,如果没有可不填 + padding_type : "SAME" + override_params: + drop_connect_rate: 0.1 +``` + + +`ARCHITECTURE.name`表示模型名称,`ARCHITECTURE.params`表示需要额外传入的参数,默认为空。所有的模型名称均在`/ppcls/modeling/architectures/__init__.py`中定义。 + +对应的,在`tools/program.py`中,通过`create_model`方法创建模型对象。 + +```python +def create_model(architecture, classes_num): + name = architecture["name"] + params = architecture.get("params", {}) + return architectures.__dict__[name](class_dim=classes_num, **params) +``` + +* 损失函数 + +PaddleClas中,包含了`CELoss`, `MixCELoss`, `GoogLeNetLoss`, `JSDivLoss`, `MultiLabelLoss`等损失函数,均定义在`ppcls/modeling/loss.py`中。 + +在`tools/program.py`文件中,使用`create_loss`构建模型的损失函数,不同训练策略中所需要的损失函数与计算方法不同,PaddleClas在构建损失函数过程中,主要考虑了以下几个因素。 + +1. 是否使用label smooth +2. 是否使用mixup或者cutmix +3. 是否使用蒸馏方法进行训练 +4. 是否进行多标签训练 + +```python +def create_loss(feeds, + out, + architecture, + classes_num=1000, + epsilon=None, + use_mix=False, + use_distillation=False, + multilabel=False): + if architecture["name"] == "GoogLeNet": + assert len(out) == 3, "GoogLeNet should have 3 outputs" + loss = GoogLeNetLoss(class_dim=classes_num, epsilon=epsilon) + return loss(out[0], out[1], out[2], feeds["label"]) + + if use_distillation: + assert len(out) == 2, ("distillation output length must be 2, " + "but got {}".format(len(out))) + loss = JSDivLoss(class_dim=classes_num, epsilon=epsilon) + return loss(out[1], out[0]) + + if use_mix: + loss = MixCELoss(class_dim=classes_num, epsilon=epsilon) + feed_y_a = feeds['y_a'] + feed_y_b = feeds['y_b'] + feed_lam = feeds['lam'] + return loss(out, feed_y_a, feed_y_b, feed_lam) + else: + if not multilabel: + loss = CELoss(class_dim=classes_num, epsilon=epsilon) + else: + loss = MultiLabelLoss(class_dim=classes_num, epsilon=epsilon) + return loss(out, feeds["label"]) +``` + +* 优化器和学习率衰减、权重衰减策略 + +图像分类任务中,`Momentum`是一种比较常用的优化器,PaddleClas中提供了`Momentum`与`RMSProp`两种优化器策略。 + +权重衰减策略是一种比较常用的正则化方法,主要用于防止模型过拟合。PaddleClas中提供了`L1Decay`和`L2Decay`两种权重衰减策略。 + +学习率衰减是图像分类任务中必不可少的精度提升训练方法,PaddleClas目前支持`Cosine`, `Piecewise`, `CosineWarmup`, `ExponentialWarmup`等学习率衰减策略。 + +在配置文件中,优化器和权重衰减策略可以通过以下的字段进行配置。 + +```yaml +OPTIMIZER: + function: 'Momentum' # Momentum优化器 + params: + momentum: 0.9 + regularizer: + function: 'L2' # L1 means L1Decay, L2 means L2Decay + factor: 0.00010 +``` + +学习率衰减策略可以通过以下的字段进行配置。 + +```yaml +LEARNING_RATE: + function: 'Piecewise' # Piecewise学习率衰减策略 + params: + lr: 0.1 # 初始学习率 + decay_epochs: [30, 60, 90] # 学习率下降时对应的epoch数量 + gamma: 0.1 # 学习率衰减倍数 +``` + +在`tools/program.py`中使用`create_optimizer`创建优化器和学习率对象。 + +```python +def create_optimizer(config, parameter_list=None): + # create learning_rate instance + lr_config = config['LEARNING_RATE'] + lr_config['params'].update({ + 'epochs': config['epochs'], + 'step_each_epoch': + config['total_images'] // config['TRAIN']['batch_size'], + }) + lr = LearningRateBuilder(**lr_config)() + + # create optimizer instance + opt_config = config['OPTIMIZER'] + opt = OptimizerBuilder(**opt_config) + return opt(lr, parameter_list), lr + ``` + + 不同优化器和权重衰减策略均以类的形式实现,具体实现可以参考文件`ppcls/optimizer/optimizer.py`;不同的学习率衰减策略可以参考文件`ppcls/optimizer/learning_rate.py`。 + + +* 训练时评估与模型存储 + +模型在训练的时候,可以设置模型保存的间隔,也可以选择每隔若干个epoch对验证集进行评估,从而可以保存在验证集上精度最佳的模型。配置文件中,可以通过下面的字段进行配置。 + +```yaml +save_interval: 1 # 模型保存的epoch间隔 +validate: True # 是否进行训练时评估 +valid_interval: 1 # 评估的epoch间隔 +``` + +模型存储是通过 Paddle 框架的 `paddle.save()` 函数实现的,存储的是模型的 persistable 版本,便于继续训练。具体实现如下 + +```python +def save_model(net, optimizer, model_path, epoch_id, prefix='ppcls'): + # just save model in trainer_id=0 + if paddle.distributed.get_rank() != 0: + return + model_path = os.path.join(model_path, str(epoch_id)) + _mkdir_if_not_exist(model_path) + model_prefix = os.path.join(model_path, prefix) + # save student model during distillation + _save_student_model(net, model_prefix) + + paddle.save(net.state_dict(), model_prefix + ".pdparams") + paddle.save(optimizer.state_dict(), model_prefix + ".pdopt") + logger.info("Already save model in {}".format(model_path)) +``` + +在保存的时候有两点需要注意: +1. 只在0号节点上保存模型。否则多卡训练的时候,如果所有节点都保存模型到相同的路径,则多个节点写文件时可能会发生写文件冲突,导致最终保存的模型无法被正确加载。 +2. 优化器参数也需要存储,方便后续的加载断点进行训练。 + +1.2.3 预测部署代码和方式。 + +* 如果希望在服务端使用cpp进行部署,可以参考[cpp inference预测教程](../../../deploy/cpp_infer/readme.md)。 +* 如果希望将分类模型部署为服务,可以参考[hub serving预测部署教程](../../../deploy/hubserving/readme.md)。 +* 如果希望将对分类模型进行量化,可以参考[Paddle Slim量化教程](../../../deploy/slim/quant/README.md)。 +* 如果希望在移动端使用分类模型进行预测,可以参考[PaddleLite预测部署教程](../../../deploy/lite/readme.md)。 + + +## 2. 如何贡献代码 + +### 2.1 PaddleClas分支说明 + +PaddleClas未来将维护2种分支,分别为: + +* release/x.x系列分支:为稳定的发行版本分支,会适时打tag发布版本,适配Paddle的release版本。当前最新的分支为release/2.0分支,是当前默认分支,适配Paddle v2.0.0。随着版本迭代,release/x.x系列分支会越来越多,默认维护最新版本的release分支,前1个版本分支会修复bug,其他的分支不再维护。 +* develop分支:为开发分支,适配Paddle的develop版本,主要用于开发新功能。如果有同学需要进行二次开发,请选择develop分支。为了保证develop分支能在需要的时候拉出release/x.x分支,develop分支的代码只能使用Paddle最新release分支中有效的api。也就是说,如果Paddle develop分支中开发了新的api,但尚未出现在release分支代码中,那么请不要在PaddleClas中使用。除此之外,对于不涉及api的性能优化、参数调整、策略更新等,都可以正常进行开发。 + +PaddleClas的历史分支,未来将不再维护。考虑到一些同学可能仍在使用,这些分支还会继续保留: + +* release/static分支:这个分支曾用于静态图的开发与测试,目前兼容>=1.7版本的Paddle。如果有特殊需求,要适配旧版本的Paddle,那还可以使用这个分支,但除了修复bug外不再更新代码。 +* dygraph-dev分支:这个分支将不再维护,也不再接受新的代码,请使用的同学尽快迁移到develop分支。 + + +PaddleClas欢迎大家向repo中积极贡献代码,下面给出一些贡献代码的基本流程。 + +### 2.2 PaddleClas代码提交流程与规范 + +#### 2.2.1 fork和clone代码 + +* 跳转到[PaddleClas GitHub首页](https://github.com/PaddlePaddle/PaddleClas),然后单击 Fork 按钮,生成自己目录下的仓库,比如 `https://github.com/USERNAME/PaddleClas`。 + + +
    + +
    + + +* 将远程仓库clone到本地 + +```shell +# 拉取develop分支的代码 +git clone https://github.com/USERNAME/PaddleClas.git -b develop +cd PaddleClas +``` + +clone的地址可以从下面获取 + + + +
    + +
    + +#### 2.2.2 和远程仓库建立连接 + +首先通过`git remote -v`查看当前远程仓库的信息。 + +``` +origin https://github.com/USERNAME/PaddleClas.git (fetch) +origin https://github.com/USERNAME/PaddleClas.git (push) +``` + +只有clone的远程仓库的信息,也就是自己用户名下的 PaddleClas,接下来我们创建一个原始 PaddleClas 仓库的远程主机,命名为 upstream。 + +```shell +git remote add upstream https://github.com/PaddlePaddle/PaddleClas.git +``` + +使用`git remote -v`查看当前远程仓库的信息,输出如下,发现包括了origin和upstream 2个远程仓库。 + +``` +origin https://github.com/USERNAME/PaddleClas.git (fetch) +origin https://github.com/USERNAME/PaddleClas.git (push) +upstream https://github.com/PaddlePaddle/PaddleClas.git (fetch) +upstream https://github.com/PaddlePaddle/PaddleClas.git (push) +``` + +这主要是为了后续在提交pull request(PR)时,始终保持本地仓库最新。 + +#### 2.2.3 创建本地分支 + +可以基于当前分支创建新的本地分支,命令如下。 + +```shell +git checkout -b new_branch +``` + +也可以基于远程或者上游的分支创建新的分支,命令如下。 + +```shell +# 基于用户远程仓库(origin)的develop创建new_branch分支 +git checkout -b new_branch origin/develop +# 基于上游远程仓库(upstream)的develop创建new_branch分支 +# 如果需要从upstream创建新的分支,需要首先使用git fetch upstream获取上游代码 +git checkout -b new_branch upstream/develop +``` + +最终会显示切换到新的分支,输出信息如下 + +``` +Branch new_branch set up to track remote branch develop from upstream. +Switched to a new branch 'new_branch' +``` + +#### 2.2.4 使用pre-commit勾子 + +Paddle 开发人员使用 pre-commit 工具来管理 Git 预提交钩子。 它可以帮助我们格式化源代码(C++,Python),在提交(commit)前自动检查一些基本事宜(如每个文件只有一个 EOL,Git 中不要添加大文件等)。 + +pre-commit测试是 Travis-CI 中单元测试的一部分,不满足钩子的 PR 不能被提交到 PaddleClas,首先安装并在当前目录运行它: + +```shell +pip install pre-commit +pre-commit install +``` + +* **注意** +1. Paddle 使用 clang-format 来调整 C/C++ 源代码格式,请确保 `clang-format` 版本在 3.8 以上。 +2. 通过pip install pre-commit和conda install -c conda-forge pre-commit安装的yapf稍有不同的,PaddleClas 开发人员使用的是`pip install pre-commit`。 + + +#### 2.2.5 修改与提交代码 + +可以通过`git status`查看改动的文件。 +对PaddleClas的`README.md`做了一些修改,希望提交上去。则可以通过以下步骤 + +```shell +git add README.md +pre-commit +``` + +重复上述步骤,直到pre-comit格式检查不报错。如下所示。 + +
    + +
    + + +使用下面的命令完成提交。 + +```shell +git commit -m "your commit info" +``` + +#### 2.2.6 保持本地仓库最新 + +获取 upstream 的最新代码并更新当前分支。这里的upstream来自于2.2节的`和远程仓库建立连接`部分。 + +```shell +git fetch upstream +# 如果是希望提交到其他分支,则需要从upstream的其他分支pull代码,这里是develop +git pull upstream develop +``` + +#### 2.2.7 push到远程仓库 + +```shell +git push origin new_branch +``` + +#### 2.2.7 提交Pull Request + +点击new pull request,选择本地分支和目标分支,如下图所示。在PR的描述说明中,填写该PR所完成的功能。接下来等待review,如果有需要修改的地方,参照上述步骤更新 origin 中的对应分支即可。 + +
    + +
    + + + +#### 2.2.8 签署CLA协议和通过单元测试 + +* 签署CLA +在首次向PaddlePaddle提交Pull Request时,您需要您签署一次CLA(Contributor License Agreement)协议,以保证您的代码可以被合入,具体签署方式如下: + +1. 请您查看PR中的Check部分,找到license/cla,并点击右侧detail,进入CLA网站 +2. 点击CLA网站中的“Sign in with GitHub to agree”,点击完成后将会跳转回您的Pull Request页面 + + +#### 2.2.9 删除分支 + +* 删除远程分支 + +在 PR 被 merge 进主仓库后,我们可以在 PR 的页面删除远程仓库的分支。 + +也可以使用 `git push origin :分支名` 删除远程分支,如: + + +```shell +git push origin :new_branch +``` + +* 删除本地分支 + +```shell +# 切换到develop分支,否则无法删除当前分支 +git checkout develop + +# 删除new_branch分支 +git branch -D new_branch +``` + +#### 2.2.10 提交代码的一些约定 + +为了使官方维护人员在评审代码时更好地专注于代码本身,请您每次提交代码时,遵守以下约定: + +1)请保证Travis-CI 中单元测试能顺利通过。如果没过,说明提交的代码存在问题,官方维护人员一般不做评审。 + +2)提交PUll Request前: + +请注意commit的数量。 + +原因:如果仅仅修改一个文件但提交了十几个commit,每个commit只做了少量的修改,这会给评审人带来很大困扰。评审人需要逐一查看每个commit才能知道做了哪些修改,且不排除commit之间的修改存在相互覆盖的情况。 + +建议:每次提交时,保持尽量少的commit,可以通过git commit --amend补充上次的commit。对已经Push到远程仓库的多个commit,可以参考[squash commits after push](https://stackoverflow.com/questions/5667884/how-to-squash-commits-in-git-after-they-have-been-pushed)。 + +请注意每个commit的名称:应能反映当前commit的内容,不能太随意。 + +3)如果解决了某个Issue的问题,请在该PUll Request的第一个评论框中加上:fix #issue_number,这样当该PUll Request被合并后,会自动关闭对应的Issue。关键词包括:close, closes, closed, fix, fixes, fixed, resolve, resolves, resolved,请选择合适的词汇。详细可参考[Closing issues via commit messages](https://help.github.com/articles/closing-issues-via-commit-messages)。 + +此外,在回复评审人意见时,请您遵守以下约定: + +1)官方维护人员的每一个review意见都希望得到回复,这样会更好地提升开源社区的贡献。 + +- 对评审意见同意且按其修改完的,给个简单的Done即可; +- 对评审意见不同意的,请给出您自己的反驳理由。 + +2)如果评审意见比较多, + +- 请给出总体的修改情况。 +- 请采用`start a review`进行回复,而非直接回复的方式。原因是每个回复都会发送一封邮件,会造成邮件灾难。 + + +## 3. 总结 + +* 开源社区依赖于众多开发者与用户的贡献和反馈,在这里感谢与期待大家向PaddleClas提出宝贵的意见与pull request,希望我们可以一起打造一个领先实用全面的图像分类代码仓库! + +## 4. 参考文献 +1. [PaddlePaddle本地开发指南](https://www.paddlepaddle.org.cn/documentation/docs/zh/develop/guides/08_contribution/index_cn.html) +2. [向开源框架提交pr的过程](https://blog.csdn.net/vim_wj/article/details/78300239) -- GitLab

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文件夹下存放训练脚本和验证脚本的yaml配置文件,文件按模型类别存放。 +* dataset 文件夹下存放数据集和用于处理数据集的脚本。脚本负责将数据集处理为适合Dataloader处理的格式。 +* docs 文件夹下存放中英文文档。 +* deploy 文件夹存放的是部署工具,支持 Cpp inference、Hub Serveing、Paddle Lite、Slim量化等多种部署方式。 +* ppcls 文件夹下存放PaddleClas框架主体。模型结构脚本、数据增强脚本、优化脚本等DL程序的标准流程代码都在这里。 +* tools 文件夹下存放用于模型下载、训练、预测的脚本。 +* requirements.txt 文件用于安装 PaddleClas 的依赖项。使用pip进行升级安装使用。 + +#### 1.2.2 训练模块定义 + +深度学习模型训练流程框图如下。 + +