From dbb2047e3b4f2c9c85c8b3f112a736e88b137e53 Mon Sep 17 00:00:00 2001 From: "yi.wu" Date: Wed, 22 Mar 2017 20:29:59 +0800 Subject: [PATCH 01/42] cluster design --- doc/design/cluster_design.md | 88 ++++++++++++++++++++++++++++++++++++ 1 file changed, 88 insertions(+) create mode 100644 doc/design/cluster_design.md diff --git a/doc/design/cluster_design.md b/doc/design/cluster_design.md new file mode 100644 index 0000000000..fe92ecfb9d --- /dev/null +++ b/doc/design/cluster_design.md @@ -0,0 +1,88 @@ +# Paddle大规模分布式训练设计 + +## 概览 + +## 常见的分布式训练架构 + +深度学习分布式训练的架构如图: + + + +为了完成一个深度学习的训练任务,集群中会运行多个trainer和parameter server,集群会把模型的参 +数分布式的存储在多个parameter server上,trainer完成每个mini-batch数据训练之后会把梯度发送 +给parameter server,parameter server将某个分片的模型参数和梯度执行整合和优化。然后trainer +从所有的parameter server下载模型参数并开始下一轮mini-batch的训练。 + +可以看到,可以进一步的优化以下方面: +1. 模型的参数是保存在parameter server进程的内存中的。在一个训练任务过程中任意一台 + parameter server不能异常退出,否则训练不能继续执行 +1. 不能在一个训练任务中动态的增加Trainer个数或parameter个数 +1. parameter server保存模型参数考虑多个备份防止单点故障 +1. 为了使训练任务至少可以抵御“单点故障”(任意时刻只可能同时有一台服务器故障),模型参数的更新和分发 + 需要保证原子性操作或满足事务性操作 +1. 可以同时调度大量的训练任务和使用模型的应用在一个集群上 +1. 支持训练任务的前置任务和后置任务,支持训练任务的定时调度和对在线流式数据的处理 + +## 模型参数数据备份 +为了实现parameter server集群可以容忍单点故障,必须将每个模型参数的分片在集群中存储多个副本。虽然 +也可以考虑使用校验和的技术减少副本大小,但为了整体系统的简单可靠,优先选择使用副本的方式。 + + + +上图显示了在2台parameter server中实现每个模型参数的分片均保存两个副本的状态。parameter 负责存储 +所有参数分片副本并在etcd中同步每个副本的状态。每个分片的多个副本中同时只有一个处于"master"状态, +处于"master"状态的副本是当前活动的副本。当一台parameter server故障时,集群中剩下的parameter server +会重新选举出新的"master"副本并继续提供服务。 + +用户在启动parameter server是可以指定副本的个数(>=1),副本越多容灾能力越强,越少性能越好。但通常不会 +使用>3个的副本配置。 + +etcd中数据存储格式为: +1. pserver集群状态`[CLUSTER_CHROOT]/pserver_cluster_status` + ```json + { + "cluster_status": "OK|UNHEALTHY|UNKNOWN" + "reason": "", + "nodes": [0,1,2,3] + } + ``` + +1. 每个pserver的状态: [CLUSTER_CHROOT]/pservers/[pserverid] + ```json + { + "id": 0, + "instance": "pserver1", + "status": "up", + "start_time": 1490184573.25, + "sync": true, + } + ``` +1. mini-batch计数器,记录此id对应的parameter server正在执行的mini batch id + [CLUSTER_CHROOT]/pservers/[pserverid]/mini-batch-id +1. parameter分片信息: [CLUSTER_CHROOT]/pshards/[shardid]/[replicaid] + 比如上图显示的分片将生成下面的4个etcd路径: + ```bash + /pshards/0/0 + /pshards/0/1 + /pshards/1/0 + /pshards/1/1 + ``` + 每个replica的信息如下: + ```json + { + "id": 0, + "shardid": 0, + "created": 1490184573.25, + "modified": 1490184573.25, + "status": "master", # indicates the replica is in use + } + ``` + +## 数据一致性 +存在多个副本数据的情况下就需要考虑,多个副本之间的数据一致性。如果使用数据强一致性,则在故障恢复时 +可以获得一个完整的数据集,但每次更新模型参数的性能会下降,因为需要保证多个副本都完全更新之后才算更新 +成功。如果使用异步同步(最终一致性),则在重新选举"master"副本时,可能得到的副本并没有完成数据同步。 + +## 故障恢复 + +## 动态扩容/缩容 From 29b00fadf15a9091bf943cb8a556bb185e14d2f4 Mon Sep 17 00:00:00 2001 From: "yi.wu" Date: Thu, 23 Mar 2017 11:32:44 +0800 Subject: [PATCH 02/42] cluster design and thoughts --- doc/design/cluster_design.md | 85 +++++++++++++++++++++++-- doc/design/images/arch.png | Bin 0 -> 165032 bytes doc/design/images/less_trainer.png | Bin 0 -> 61124 bytes doc/design/images/more_trainer.png | Bin 0 -> 32517 bytes doc/design/images/replica.png | Bin 0 -> 59597 bytes doc/design/images/trainer.graffle | Bin 0 -> 4895 bytes doc/design/images/trainer.png | Bin 0 -> 119703 bytes doc/design/images/trainer_data.png | Bin 0 -> 138135 bytes doc/design/images/two_phase_commit.png | Bin 0 -> 49120 bytes 9 files changed, 79 insertions(+), 6 deletions(-) create mode 100644 doc/design/images/arch.png create mode 100644 doc/design/images/less_trainer.png create mode 100644 doc/design/images/more_trainer.png create mode 100644 doc/design/images/replica.png create mode 100644 doc/design/images/trainer.graffle create mode 100644 doc/design/images/trainer.png create mode 100644 doc/design/images/trainer_data.png create mode 100644 doc/design/images/two_phase_commit.png diff --git a/doc/design/cluster_design.md b/doc/design/cluster_design.md index fe92ecfb9d..fbf25a73f9 100644 --- a/doc/design/cluster_design.md +++ b/doc/design/cluster_design.md @@ -1,12 +1,13 @@ # Paddle大规模分布式训练设计 ## 概览 +参考[这里](https://github.com/PaddlePaddle/Paddle/pull/1620/files) -## 常见的分布式训练架构 +## 分布式训练架构 -深度学习分布式训练的架构如图: +常见的深度学习分布式训练的架构如图: - + 为了完成一个深度学习的训练任务,集群中会运行多个trainer和parameter server,集群会把模型的参 数分布式的存储在多个parameter server上,trainer完成每个mini-batch数据训练之后会把梯度发送 @@ -27,7 +28,7 @@ 为了实现parameter server集群可以容忍单点故障,必须将每个模型参数的分片在集群中存储多个副本。虽然 也可以考虑使用校验和的技术减少副本大小,但为了整体系统的简单可靠,优先选择使用副本的方式。 - + 上图显示了在2台parameter server中实现每个模型参数的分片均保存两个副本的状态。parameter 负责存储 所有参数分片副本并在etcd中同步每个副本的状态。每个分片的多个副本中同时只有一个处于"master"状态, @@ -79,10 +80,82 @@ etcd中数据存储格式为: ``` ## 数据一致性 -存在多个副本数据的情况下就需要考虑,多个副本之间的数据一致性。如果使用数据强一致性,则在故障恢复时 -可以获得一个完整的数据集,但每次更新模型参数的性能会下降,因为需要保证多个副本都完全更新之后才算更新 +存在多个副本数据的情况下就需要考虑,多个副本之间的数据一致性。如果使用数据强一致性(例如paxos/raft或两段式提交), +则在故障恢复时可以获得一个完整的数据集,但每次更新模型参数的性能会下降,因为需要保证多个副本都完全更新之后才算更新 成功。如果使用异步同步(最终一致性),则在重新选举"master"副本时,可能得到的副本并没有完成数据同步。 +本文档讨论使用两阶段提交实现模型副本数据的更新。 +* 每个副本通常由多个parameter block组成,多个block之间可以并发更新,但更新同一个block需要保证顺序性。 +* 每次需要更新一个block的时候,trainer首先向存放"master"副本的服务器提交“准备更新”请求,"master"副本检查其他副本的状态并创建一个更新事务,然后返回OK。 +* trainer再向"master"发送变化部分的梯度数据和这份数据的id,然后"master"并发的更新本地和其他副本的模型数据,更新成功返回OK,如果有更新失败的节点,则执行"rollback",退回到更新前状态并返回错误代码。 + + + +## 模型数据检查点(Checkpointing) +模型数据检查点,可以在磁盘上保存一份存储在parameter server内存中的模型数据的完整镜像。在一个不可中断并缺少备份的训练任务中,可以通过阶段性的在每个parameter server的本地磁盘保存检查点快照达到容灾的目的,比如每个pass保存一次快照。在出现单点故障时,只需要恢复这台节点,或者将这台节点迁移到另一个节点并启动即可恢复训练任务。 + +## 训练数据的存储和分发 +生产环境中的训练数据集通常体积很大,并被存储在诸如Hadoop HDFS, Ceph, AWS S3之类的分布式存储之上。这些分布式存储服务通常会把数据切割成多个分片分布式的存储在多个节点之上,而多个trainer通常也需要预先完成文件的切割。但通常的方法是从HDFS上将数据拷贝到训练集群,然后切割到多个trainer服务器上,如图(Mount/Copy): + + + +考虑到HDFS实际上已经完成了数据切割的任务,而且如果存在前置的数据预处理任务(Map-Reduce或Spark SQL),这些任务的输出也都存放于HDFS之上,则trainer可以直接调用HDFS LowLevel API,从元数据节点获得每个数据分片存储的位置,直接获得分片。 + +***注:每个数据分片保存多个mini_batch*** + +进一步优化,trainer可以寻找在物理网络拓扑中离自己最近的一个分片副本获取数据。 + +trainer和训练数据分片的均衡: +* 当trainer >= 数据分片: + trainer个数和数据分片个数相同时,可以获得最高的吞吐量。当trainer个数再大于分片数量时,必然有Trainer获取不到数据分片,处于等待状态。但对整体任务运行没有影响,等待的trainer也会消耗很小的资源。 + + + +* 当trainer < 数据分片 + 每个trainer负责多个数据分片,轮询方式完成一个分片训练之后开始下一个分片。 + + + ## 故障恢复 +在通用集群上运行的应用和任务,通常需要有能够自动伸缩的能力,这样在在线集群进行扩容时,可以适当的减小训练任务的资源(进程数/并发数),而不需要直接停止训练任务,修改参数后重新提交任务。 + +然而对于常见的在线服务(比如Web服务,RPC服务等),是可以“无状态”伸缩的,即扩容和缩容只需要增删对应的节点,集群能力就可以自动伸缩,Web服务的每个节点不会维护自身的状态变化和自身的数据,这些数据通常会借由外部的存储或服务完成,如MySQL,Redis等。而对于训练任务来说,每个parameter server都需要保存状态(mini-batch id)和数据(parameters),在增删节点的时候都会涉及到数据重新分布(re-sharding)和处理数据同步的问题。 + +用户只要根据实际训练任务场景,配置parameter server和trainer的初始节点个数,最大节点个数和最小节点个数,模型副本个数,是否开启检查点等配置项,即可配置并启动一个可以容灾的训练集群。具体的过程如下: + +1. 配置parameter server和trainer的初始节点个数、最大节点个数、最小节点个数、模型副本个数、是否开启检查点等配置以及训练任务相关配置。 +1. 启动parameter server和trainer,每个实例会在etcd中注册一个临时节点。这样当某个parameter server或trainer失效是,etcd中的节点会反应这个示例的状态。每个parameter server在所有的parameter server上会使用etcd watcher监听节点的变化状态,已完成后续处理。 +1. parameter server如果开启了检查点,则先判断是否已经存在本地检查点快照数据,如果有,则从快照数据中加载状态和数据,并开始提供服务。如果没有则执行初始化启动步骤。 +1. 提交用户定义的深度学习网络(topology),并根据网络中参数完成pre-sharding,将参数block哈希到512或1024个slot中,每个slot即为一个参数分片。根据实际存在的parameter server个数,将slot和parameter server完成对应的映射,使slot可以平均存储在这些parameter server上。 +1. parameter server开始监听端口并接收数据。每次接收到数据,都使用两段式提交方式同步到所有的副本。如果需要存储检查点,则在同步所有副本之后,保存检查点。 +1. 当故障发生后,parameter server会收到etcd发送的watcher信号,此时将暂停trainer的训练(此时要检查最后一次更新的mini_batch id,如果处于不同步状态,需要执行rollback),执行re-sharding步骤: + 1. 根据现有存活的parameter server的个数,找出丢失master分片的参数slot,重新标记成为master,然后确保集群中一个分片只选择出一个master。 + 2. 重新分布每个slot,将slot平均分布在所有parameter server上,保证负载均衡。 + 3. 重新开始trainer的训练。 + +新增节点的方法类似,此处不再赘述。 ## 动态扩容/缩容 +虽然故障恢复可以提供任意时刻的节点新增和删除仍然可以保证任务正常运行,但通常这样是比较暴力的。为了能graceful的关闭多个节点,parameter server需要提供对应的API接口: + +```python + def resize(n): + # do resize + return success +``` + +接口完成先发送信号暂停训练任务,re-shard数据分片,然后重新开启训练。这样可以避免程序bug导致的数据不同步问题出现。 + +## 性能考虑 +由于每次数据提交都需要完成分片同步,而且在每个pass之后执行检查点保存,必然会带来parameter server性能下降。可以根据不同的场景配置不同的容灾方案。 + +* 测试任务/极短训练任务:如果训练任务在几十分钟或小时级别可以运行完成,可以考虑不开启副本也不开启检查点。 +* 短期训练任务/测试任务:训练任务运行时间如果在数小时或数天范围,可以考虑只使用一个副本(每个slot只保存一份),并开启检查点。在这个时长内出现不可恢复的硬件故障的概率极低。 +* 大型训练任务:训练时间以周或月为单位。建议开启多个副本和检查点。这样可以在任意一个pass停止任务,并重新从这个pass开始训练。或者在通用集群运行时,可以考虑动态扩容和缩容。 + +## 实现考虑 +由于两阶段提交和数据备份同步、选举部分实现比较复杂,可以考虑使用一些开源库函数,比如2pc,raft库等,后期在优化过程中逐步替换。 + + +## TODO: +All-Reduce和Ring的不同设计考虑 diff --git a/doc/design/images/arch.png b/doc/design/images/arch.png new file mode 100644 index 0000000000000000000000000000000000000000..659e340388f63f689f2a0112957f8c9dacf05b20 GIT binary patch literal 165032 zcmeFZbyQVr*ES9aN{Ao`C{l_d4bmM-NjK6W-BMDLii!#d(%s!94Hifv4blkGAgLhm zn_KthocDX)-{0T(#(2&+$0M7y*1luLHLrQyD^OWc8XuP&7Yz*!|Bj4=DjM49CunF` zuGkpx$zDNh8vGC4Nmcq5T45K(BK&~!Kt|gM4eiPR;y-lE`0@m}V8BxSuJc_5c>!a4 zTUH|z`}?M>Znh8LYBV$(EWcQj|a z$?VCH*7aq+1XB>4Yvv*J{7oaZ~MT})X52+FTySK=gR-_ z*+1X&_j+XuduMxC1xHKcJ9f^dj&QTH5n^;A9LT%>|F8HzpQYqzX$rIcbN5Z;-T(d! zdA$%DV&eZ=h`+1+=Tlf_5nLg*lPwd$EuQ5VM?(`syCWg4?uNcH?mniWc6|J!);-ZY zLMFxiwd&PbeTjK(nO0^KR)#NPmtt?=hoyW>coCj1F6*Rq3g^xRm2j@1b+4}>>-(#o 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z-z)mvPlmVYMkbgHuk)jrB4mbc3oZM5Q!l>+sOp%tHslwxAD2oNfvR*`R1LhUy9=Sbmdhvd(^E zCroGxeS8^KxEx*HOQ=QuniWcGRCtDq(Eg4p|MPn#!<TcB}oTUdNkdvKHcPSy=@|>g~sNkYZ}rUY5_8l(c(u&EG*t+S?7z zDU|kt1+j%?hvNY%r7CWqu$ge*&pGUCVah2jq)StNzAOX`QJy*f1IjhMaE0B330Ih& z3S^oK(Dn*QbVWr$pB@eqCqCz{Nr_Gawj*D!fE2wNfw5fgkfY@%e=cj;$eFuvaMR zZ#rY)>CsF;5fS+pF literal 0 HcmV?d00001 From 3023c652fddae6687728c1a7b75d824682c18860 Mon Sep 17 00:00:00 2001 From: "yi.wu" Date: Fri, 24 Mar 2017 17:48:52 +0800 Subject: [PATCH 03/42] update --- doc/design/cluster_design.md | 93 +++++++++++++++++++----------- doc/design/images/replica.png | Bin 59597 -> 179103 bytes doc/design/images/trainer.graffle | Bin 4895 -> 6434 bytes doc/design/images/trainer.png | Bin 119703 -> 145107 bytes 4 files changed, 59 insertions(+), 34 deletions(-) diff --git a/doc/design/cluster_design.md b/doc/design/cluster_design.md index fbf25a73f9..3555a050a4 100644 --- a/doc/design/cluster_design.md +++ b/doc/design/cluster_design.md @@ -7,33 +7,34 @@ 常见的深度学习分布式训练的架构如图: - - -为了完成一个深度学习的训练任务,集群中会运行多个trainer和parameter server,集群会把模型的参 -数分布式的存储在多个parameter server上,trainer完成每个mini-batch数据训练之后会把梯度发送 -给parameter server,parameter server将某个分片的模型参数和梯度执行整合和优化。然后trainer -从所有的parameter server下载模型参数并开始下一轮mini-batch的训练。 - -可以看到,可以进一步的优化以下方面: -1. 模型的参数是保存在parameter server进程的内存中的。在一个训练任务过程中任意一台 - parameter server不能异常退出,否则训练不能继续执行 -1. 不能在一个训练任务中动态的增加Trainer个数或parameter个数 -1. parameter server保存模型参数考虑多个备份防止单点故障 -1. 为了使训练任务至少可以抵御“单点故障”(任意时刻只可能同时有一台服务器故障),模型参数的更新和分发 - 需要保证原子性操作或满足事务性操作 -1. 可以同时调度大量的训练任务和使用模型的应用在一个集群上 + + +为了完成一个深度学习的训练任务,集群中会运行多个trainer和parameter server,每个trainer启动时,会先尝试从parameter server集群下载最新的参数,然后以mini-batch为单位读取训练数据集中的一部分数据(Data shard)。在完成这个mini-batch数据的神经网络前馈和反向传播计算后,将参数梯度发送给对应的parameter server。随后trainer开始下一轮计算。 + +每个parameter server保存所有parameter的一个分片(Global model shard),并负责接受所有trainer发送的梯度,完成SGD和优化算法,然后发送更新后的parameter到每个trainer。 + +这样,通过trainer和parameter server的分布式协作,可以完成神经网络的SGD方法的训练。Paddle可以同时支持同步SGD(synchronize SGD)和异步(asynchronize SGD)。 + +在使用同步SGD训练神经网络时,Paddle使用同步屏障(barrier),使梯度的提交和参数的更新按照顺序方式执行。在异步SGD中,则并不会等待所有trainer提交梯度才更新参数,这样极大的提高了计算的并行性:parameter server不之间不相互依赖并行的接收梯度和更新参数,parameter server也不会等待trainer全部都提交梯度之后才开始下一步,trainer之间也不会相互依赖,并行的执行模型的训练。可以看出,虽然异步SGD方式会使参数的更新并不能保证参数的顺序的同步的更新,在任意时间某一台parameter server上保存的参数可能比另一台要更新,这样反而会给参数优化过程带来更多的随机性。在实践中,异步SGD在带来更高效率的同时并没有特别影响算法的准确性。 + +在上面的分布式计算模型中,使用异步SGD比同步SGD可以一定程度的提供训练任务的容灾性。假设在某一时刻,一个trainer进程停止工作,其他的trainer仍然可以完成对部分数据的训练。 + +参考上面所描述的Paddle实现细节,可以进一步的优化以下方面: +1. 目前模型的参数是保存在parameter server进程的内存中的。在同步SGD或异步SGD训练过程中任意一台parameter server不能异常退出,否则参数丢失,训练不能继续执行。需要考虑每个模型分片(model shard)保存多个副本(replica)防止parameter server单点故障。 +1. 不能在一个训练任务中动态的增加或减少Trainer个数或parameter个数(异步SGD是否可以增加Trainer?) +1. 在同步SGD训练过程中,需要保证参数更新满足事务性操作。即可能在更新参数过程中,存放这个参数的shard所在的服务器故障,就需要rollback并重新更新这个参数shard的其他存活副本。 +1. 为了支持大量的训练任务和使用模型的应用在一个集群上,需要支持训练任务节点的伸缩。 1. 支持训练任务的前置任务和后置任务,支持训练任务的定时调度和对在线流式数据的处理 ## 模型参数数据备份 -为了实现parameter server集群可以容忍单点故障,必须将每个模型参数的分片在集群中存储多个副本。虽然 -也可以考虑使用校验和的技术减少副本大小,但为了整体系统的简单可靠,优先选择使用副本的方式。 +为了实现parameter server集群可以容忍单点故障,须将每个模型参数的分片在集群中存储多个副本。虽然也可以考虑使用校验和的技术减少副本大小,但为了整体系统的简单,优先选择使用副本的方式。 - + -上图显示了在2台parameter server中实现每个模型参数的分片均保存两个副本的状态。parameter 负责存储 +上图显示了在3台parameter server中实现每个模型参数的分片均保存两个副本的状态。parameter 负责存储 所有参数分片副本并在etcd中同步每个副本的状态。每个分片的多个副本中同时只有一个处于"master"状态, 处于"master"状态的副本是当前活动的副本。当一台parameter server故障时,集群中剩下的parameter server -会重新选举出新的"master"副本并继续提供服务。 +会重新选举出新的"master"副本并继续提供服务。比如如果parameter server 3故障,仍然可以从parameter server 1和2中找出完整的3个副本。此时虽然性能会临时降低,但可以确保训练任务继续运行,只要有新的parameter server上线,并完成副本的重新分布,就可以恢复原先的集群状态。 用户在启动parameter server是可以指定副本的个数(>=1),副本越多容灾能力越强,越少性能越好。但通常不会 使用>3个的副本配置。 @@ -58,8 +59,6 @@ etcd中数据存储格式为: "sync": true, } ``` -1. mini-batch计数器,记录此id对应的parameter server正在执行的mini batch id - [CLUSTER_CHROOT]/pservers/[pserverid]/mini-batch-id 1. parameter分片信息: [CLUSTER_CHROOT]/pshards/[shardid]/[replicaid] 比如上图显示的分片将生成下面的4个etcd路径: ```bash @@ -80,24 +79,26 @@ etcd中数据存储格式为: ``` ## 数据一致性 -存在多个副本数据的情况下就需要考虑,多个副本之间的数据一致性。如果使用数据强一致性(例如paxos/raft或两段式提交), +存在多个副本数据的情况下就需要考虑多个副本之间的数据一致性。如果使用数据强一致性(例如paxos/raft或两段式提交), 则在故障恢复时可以获得一个完整的数据集,但每次更新模型参数的性能会下降,因为需要保证多个副本都完全更新之后才算更新 成功。如果使用异步同步(最终一致性),则在重新选举"master"副本时,可能得到的副本并没有完成数据同步。 -本文档讨论使用两阶段提交实现模型副本数据的更新。 +本文档讨论使用两阶段提交(2PC)实现模型副本数据的更新。 * 每个副本通常由多个parameter block组成,多个block之间可以并发更新,但更新同一个block需要保证顺序性。 * 每次需要更新一个block的时候,trainer首先向存放"master"副本的服务器提交“准备更新”请求,"master"副本检查其他副本的状态并创建一个更新事务,然后返回OK。 * trainer再向"master"发送变化部分的梯度数据和这份数据的id,然后"master"并发的更新本地和其他副本的模型数据,更新成功返回OK,如果有更新失败的节点,则执行"rollback",退回到更新前状态并返回错误代码。 - + ## 模型数据检查点(Checkpointing) -模型数据检查点,可以在磁盘上保存一份存储在parameter server内存中的模型数据的完整镜像。在一个不可中断并缺少备份的训练任务中,可以通过阶段性的在每个parameter server的本地磁盘保存检查点快照达到容灾的目的,比如每个pass保存一次快照。在出现单点故障时,只需要恢复这台节点,或者将这台节点迁移到另一个节点并启动即可恢复训练任务。 +模型数据检查点,可以在磁盘上保存一份存储在parameter server内存中的模型数据的完整镜像。在一个不可中断并缺少备份的训练任务中,可以通过阶段性的在每个parameter server的 ***本地磁盘/分布式存储挂载点*** 保存检查点快照达到容灾的目的,比如每个pass或每n个mini-batch保存一次快照。在出现单点故障时,只需要恢复这台节点,或者将这台节点迁移到另一个节点并启动即可恢复训练任务。 + +这里需要用户额外注意,在您的实际环境中,训练任务的运行可能会占满trainer和parameter server之间的网络带宽,如果parameter server此时还需要通过网络访问分布式存储以保存快照,可能会造成网络拥塞,而出现阶段性的运行停滞。 ## 训练数据的存储和分发 生产环境中的训练数据集通常体积很大,并被存储在诸如Hadoop HDFS, Ceph, AWS S3之类的分布式存储之上。这些分布式存储服务通常会把数据切割成多个分片分布式的存储在多个节点之上,而多个trainer通常也需要预先完成文件的切割。但通常的方法是从HDFS上将数据拷贝到训练集群,然后切割到多个trainer服务器上,如图(Mount/Copy): - + 考虑到HDFS实际上已经完成了数据切割的任务,而且如果存在前置的数据预处理任务(Map-Reduce或Spark SQL),这些任务的输出也都存放于HDFS之上,则trainer可以直接调用HDFS LowLevel API,从元数据节点获得每个数据分片存储的位置,直接获得分片。 @@ -109,12 +110,12 @@ trainer和训练数据分片的均衡: * 当trainer >= 数据分片: trainer个数和数据分片个数相同时,可以获得最高的吞吐量。当trainer个数再大于分片数量时,必然有Trainer获取不到数据分片,处于等待状态。但对整体任务运行没有影响,等待的trainer也会消耗很小的资源。 - + * 当trainer < 数据分片 每个trainer负责多个数据分片,轮询方式完成一个分片训练之后开始下一个分片。 - + ## 故障恢复 在通用集群上运行的应用和任务,通常需要有能够自动伸缩的能力,这样在在线集群进行扩容时,可以适当的减小训练任务的资源(进程数/并发数),而不需要直接停止训练任务,修改参数后重新提交任务。 @@ -124,12 +125,24 @@ trainer和训练数据分片的均衡: 用户只要根据实际训练任务场景,配置parameter server和trainer的初始节点个数,最大节点个数和最小节点个数,模型副本个数,是否开启检查点等配置项,即可配置并启动一个可以容灾的训练集群。具体的过程如下: 1. 配置parameter 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zQePUXE~bTvay(ARj5+>e5F6pVwa0PtUqXls0CjHGJOq{xLC9rwhkUlvBi*x^3VzW$eG2e<@1z8U~z(H(;a^zh-q0_SvkS}5aFi* zi3=Pmyx(l>C+<5_7R+I9@(%|{QLL+_(P2p(UDs}hac=zMr@Zk?!I}}_<1kn8>e)0 z=$jt(gn#{14re%jCIX`j6&V~sZfEnu6L5&Ffw&i;tjx_}w!>IHrQ<<63!0+i{`KXh z{JQp4c?0=ubTz@ZcuUSiF`B=-_U}KMsiDK3XlTg%tHWSR(}(xpeo0Q^_pj%|Hggsh zyzv85CuHmU=j>Q|>|==jzxJmp-xWlHAi)a)_nhpR!}GMIG^G{wsmrMAX1v=ytMD!h+3mNq4aeM* zJN+>*m%#+ZEVUr!cyEzrGTaOx$TX yn4#gSs`~%&;lB<7e0bacH%u_2|9>$|-wZ}I-Mxt>jK)vEKeAFvl7-@ie*XtO#qJmY From bb5fb0de594fe3398c64b399957ee3c31fbc4f07 Mon Sep 17 00:00:00 2001 From: "yi.wu" Date: Mon, 27 Mar 2017 20:12:18 +0800 Subject: [PATCH 04/42] update --- doc/design/cluster_design.md | 185 +++++++++++----------------- doc/design/images/arch.png | Bin 165032 -> 0 bytes doc/design/images/checkpointing.png | Bin 0 -> 183359 bytes doc/design/images/less_trainer.png | Bin 61124 -> 0 bytes doc/design/images/master.png | Bin 0 -> 166142 bytes doc/design/images/more_trainer.png | Bin 32517 -> 0 bytes doc/design/images/trainer.graffle | Bin 6434 -> 8566 bytes 7 files changed, 72 insertions(+), 113 deletions(-) delete mode 100644 doc/design/images/arch.png create mode 100644 doc/design/images/checkpointing.png delete mode 100644 doc/design/images/less_trainer.png create mode 100644 doc/design/images/master.png delete mode 100644 doc/design/images/more_trainer.png diff --git a/doc/design/cluster_design.md b/doc/design/cluster_design.md index 3555a050a4..44f0591d77 100644 --- a/doc/design/cluster_design.md +++ b/doc/design/cluster_design.md @@ -26,145 +26,104 @@ 1. 为了支持大量的训练任务和使用模型的应用在一个集群上,需要支持训练任务节点的伸缩。 1. 支持训练任务的前置任务和后置任务,支持训练任务的定时调度和对在线流式数据的处理 -## 模型参数数据备份 -为了实现parameter server集群可以容忍单点故障,须将每个模型参数的分片在集群中存储多个副本。虽然也可以考虑使用校验和的技术减少副本大小,但为了整体系统的简单,优先选择使用副本的方式。 - - - -上图显示了在3台parameter server中实现每个模型参数的分片均保存两个副本的状态。parameter 负责存储 -所有参数分片副本并在etcd中同步每个副本的状态。每个分片的多个副本中同时只有一个处于"master"状态, -处于"master"状态的副本是当前活动的副本。当一台parameter server故障时,集群中剩下的parameter server -会重新选举出新的"master"副本并继续提供服务。比如如果parameter server 3故障,仍然可以从parameter server 1和2中找出完整的3个副本。此时虽然性能会临时降低,但可以确保训练任务继续运行,只要有新的parameter server上线,并完成副本的重新分布,就可以恢复原先的集群状态。 - -用户在启动parameter server是可以指定副本的个数(>=1),副本越多容灾能力越强,越少性能越好。但通常不会 -使用>3个的副本配置。 - -etcd中数据存储格式为: -1. pserver集群状态`[CLUSTER_CHROOT]/pserver_cluster_status` - ```json - { - "cluster_status": "OK|UNHEALTHY|UNKNOWN" - "reason": "", - "nodes": [0,1,2,3] - } - ``` - -1. 每个pserver的状态: [CLUSTER_CHROOT]/pservers/[pserverid] - ```json - { - "id": 0, - "instance": "pserver1", - "status": "up", - "start_time": 1490184573.25, - "sync": true, - } - ``` -1. parameter分片信息: [CLUSTER_CHROOT]/pshards/[shardid]/[replicaid] - 比如上图显示的分片将生成下面的4个etcd路径: - ```bash - /pshards/0/0 - /pshards/0/1 - /pshards/1/0 - /pshards/1/1 - ``` - 每个replica的信息如下: - ```json - { - "id": 0, - "shardid": 0, - "created": 1490184573.25, - "modified": 1490184573.25, - "status": "master", # indicates the replica is in use - } - ``` - -## 数据一致性 -存在多个副本数据的情况下就需要考虑多个副本之间的数据一致性。如果使用数据强一致性(例如paxos/raft或两段式提交), -则在故障恢复时可以获得一个完整的数据集,但每次更新模型参数的性能会下降,因为需要保证多个副本都完全更新之后才算更新 -成功。如果使用异步同步(最终一致性),则在重新选举"master"副本时,可能得到的副本并没有完成数据同步。 - -本文档讨论使用两阶段提交(2PC)实现模型副本数据的更新。 -* 每个副本通常由多个parameter block组成,多个block之间可以并发更新,但更新同一个block需要保证顺序性。 -* 每次需要更新一个block的时候,trainer首先向存放"master"副本的服务器提交“准备更新”请求,"master"副本检查其他副本的状态并创建一个更新事务,然后返回OK。 -* trainer再向"master"发送变化部分的梯度数据和这份数据的id,然后"master"并发的更新本地和其他副本的模型数据,更新成功返回OK,如果有更新失败的节点,则执行"rollback",退回到更新前状态并返回错误代码。 - - - -## 模型数据检查点(Checkpointing) -模型数据检查点,可以在磁盘上保存一份存储在parameter server内存中的模型数据的完整镜像。在一个不可中断并缺少备份的训练任务中,可以通过阶段性的在每个parameter server的 ***本地磁盘/分布式存储挂载点*** 保存检查点快照达到容灾的目的,比如每个pass或每n个mini-batch保存一次快照。在出现单点故障时,只需要恢复这台节点,或者将这台节点迁移到另一个节点并启动即可恢复训练任务。 +## 模型参数检查点(Checkpointing) +模型数据检查点的实现,可以有效的避免parameter server的单点或多点同时故障。模型参数检查点通过定期向磁盘上保存一份存储在parameter server内存中的模型数据的完整镜像,来保证训练过程可以从中间状态重新启动。在一个不可中断并缺少备份的训练任务中,可以通过阶段性的在每个parameter server的 ***本地磁盘/分布式存储挂载点*** 保存检查点快照达到容灾的目的,比如每个pass或每n个mini-batch保存一次快照。在出现单点故障时,只需要恢复这台节点,或者将这台节点迁移到另一个节点并启动即可恢复训练任务。 + + + +### 快照保存的设计如下: + +前置要求: +* 所有parameter server在etcd上注册自己的id节点为TTL节点`/paddle/pservers/[id]`,并保持心跳。同时使用watcher监听`/paddle/pservers`目录,监听parameter server增加或丢失的消息。 +* 所有trainers在etcd `/paddle/trainers/[id]` 下注册节点。并监听暂停信号:`/paddle/trainers/pause`(监听节点创建和删除),`re-fetch` 信号。trainer在收到pause创建的信号之后,需要保存trainer的reader所读取的文件信息(文件名/文件元数据),和读取的offset到:`/paddle/trainers/[id]`的内容中。 + +程序流程: +1. 满足条件""每个pass或每n个mini-batch"时,parameter server原子写入`/paddle/trainers/pause`暂停所有trainer上传新的梯度 +2. parameter server在etcd服务中创建`/paddle/checkpoints/[snapshot uuid]/[parameter server id]`TTL节点,标识快照开始更新。然后开始向磁盘/存储服务中一个新的文件写入快照数据,并在写入过程中定时更新 etcd的checkpoint TTL节点已保证心跳。 +3. 任意一个parameter server完成检查点更新后,创建etcd目录`/paddle/checkpoints/[snapshot uuid]/finished/[parameter server id]`,写入完成的timestamp。然后检查是否所有的parameter server都完成。如果是,跳到第5步;否则循环等待。 +4. 如果在任意时间点,收到parameter server增加或丢失的消息,则需要回滚整个集群训练过程到上一个检查点: + + * 如果没有处在暂停状态,则暂停所有的参数更新 + * 删除etcd中`/paddle/checkpoints/[snapshot uuid]`的路径,清理没有成功执行的检查点任务。 + * 从etcd中读取检查点的uuid和timestamp,然后解析所有存储在磁盘上的检查点文件(可能有多个文件),判断对应uuid是否相同,如果都不同,则报错退出(FATAL error)。如果有相同的文件,则加载这个检查点文件,并覆盖内存中的参数。 + * 原子性创建etcd节点:`/paddle/trainer/re-fetch` (即多个parameter server不重复创建),通知trainer重新获取参数 + * 删除`/paddle/trainers/pause` 节点,重新开启训练过程,trainer需要从`/paddle/checkpoints/latest`中找到上一个检查点的file和对应的offset,并将reader重新设置到这个位置。 + +5. 尝试获取`/paddle/checkpoints/finish_lock`分布式锁(使用etcd3或者客户端wrapper)。获取锁之后,更新 `/paddle/checkpoints/latest`的内容为最新的checkpoint的uuid,timestamp;从`/paddle/trainers/[id]`中获取file和offset并更新到`/paddle/checkpoints/latest/files/[id]`中;删除每个pserver的上一个snapshot文件;释放锁;删除`/paddle/trainers/pause`节点。 这里需要用户额外注意,在您的实际环境中,训练任务的运行可能会占满trainer和parameter server之间的网络带宽,如果parameter server此时还需要通过网络访问分布式存储以保存快照,可能会造成网络拥塞,而出现阶段性的运行停滞。 -## 训练数据的存储和分发 -生产环境中的训练数据集通常体积很大,并被存储在诸如Hadoop HDFS, Ceph, AWS S3之类的分布式存储之上。这些分布式存储服务通常会把数据切割成多个分片分布式的存储在多个节点之上,而多个trainer通常也需要预先完成文件的切割。但通常的方法是从HDFS上将数据拷贝到训练集群,然后切割到多个trainer服务器上,如图(Mount/Copy): +### ETCD文件一览 +***注:TTL节点表示这个节点在创建者消失时,在TTL时间内也会消失*** - +* `/paddle/pservers/[id]`: TTL节点。id是parameter server的id,保存parameter server的信息。 +* `/paddle/checkpoints/latest`: 最新的checkpoint的信息。json格式保存timestamp, uuid +* `/paddle/checkpoints/latest/files/[trainer id]`: 保存最新的checkpoint对应的每个trainer读取数据的文件和offset +* `/paddle/checkpoints/[snapshot uuid]/[parameter server id]`: TTL节点。uuid是checkpoint生成的唯一snapshot id +* `/paddle/checkpoints/[snapshot uuid]/finished/[parameter server id]`: 同上 +* `/paddle/trainers/[id]`: TTL节点,保存trainer信息。如果发生全局暂停,则节点中以json格式保存trainer正在读取的文件和offset +* `/paddle/trainers/pause`: 控制trainer暂停上传梯度 +* `/paddle/trainers/re-fetch`: 控制trainer重新从parameter server读取参数并覆盖本地参数 -考虑到HDFS实际上已经完成了数据切割的任务,而且如果存在前置的数据预处理任务(Map-Reduce或Spark SQL),这些任务的输出也都存放于HDFS之上,则trainer可以直接调用HDFS LowLevel API,从元数据节点获得每个数据分片存储的位置,直接获得分片。 +## 训练数据的存储和分发 -***注:每个数据分片保存多个mini_batch*** +### 现在的方法 +生产环境中的训练数据集通常体积很大,并被存储在诸如Hadoop HDFS, Ceph, AWS S3之类的分布式存储之上。这些分布式存储服务通常会把数据切割成多个分片分布式的存储在多个节点之上,而多个trainer通常也需要预先完成文件的切割。但通常的方法是从HDFS上将数据拷贝到训练集群,然后切割到多个trainer服务器上,但这样的效率是底下的。如图(Mount/Copy): -进一步优化,trainer可以寻找在物理网络拓扑中离自己最近的一个分片副本获取数据。 + -trainer和训练数据分片的均衡: -* 当trainer >= 数据分片: - trainer个数和数据分片个数相同时,可以获得最高的吞吐量。当trainer个数再大于分片数量时,必然有Trainer获取不到数据分片,处于等待状态。但对整体任务运行没有影响,等待的trainer也会消耗很小的资源。 +### 期望的方法 - +考虑到HDFS实际上已经完成了数据切割的任务,而且如果存在前置的数据预处理任务(Map-Reduce或Spark SQL),这些任务的输出也都存放于HDFS之上,则trainer可以直接调用HDFS LowLevel API,从元数据节点获得每个数据分片存储的位置,直接获得分片。 -* 当trainer < 数据分片 - 每个trainer负责多个数据分片,轮询方式完成一个分片训练之后开始下一个分片。 +***注:每个数据分片保存多个mini_batch*** - +我们将使用如下的设计完成数据分发: -## 故障恢复 -在通用集群上运行的应用和任务,通常需要有能够自动伸缩的能力,这样在在线集群进行扩容时,可以适当的减小训练任务的资源(进程数/并发数),而不需要直接停止训练任务,修改参数后重新提交任务。 + -然而对于常见的在线服务(比如Web服务,RPC服务等),是可以“无状态”伸缩的,即扩容和缩容只需要增删对应的节点,集群能力就可以自动伸缩,Web服务的每个节点不会维护自身的状态变化和自身的数据,这些数据通常会借由外部的存储或服务完成,如MySQL,Redis等。而对于训练任务来说,每个parameter server都需要保存状态(mini-batch id)和数据(parameters),在增删节点的时候都会涉及到数据重新分布(re-sharding)和处理数据同步的问题。 +如图,数据存储在分布式文件系统中,并将预处理之后的文件切割成3个block存储在不同的机器上。在训练任务开始时,master读取这个分布式文件的元数据,并将一个block分配给一个trainer,然后将分配信息写入etcd中。随后trainer从etcd中获取到数据的分配信息并开始执行训练。一个block数据训练完成后,master负责在将新的block分配给一个trainer(途中虚线所示)。 -用户只要根据实际训练任务场景,配置parameter server和trainer的初始节点个数,最大节点个数和最小节点个数,模型副本个数,是否开启检查点等配置项,即可配置并启动一个可以容灾的训练集群。具体的过程如下: +master不会直接发送数据给Trainer而是负责协调训练数据的分配,并以ETCD为协调中心。所以master是一个无状态程序,任务运行过程中,master停止后只需要重新启动即可。 -1. 配置parameter server和trainer的初始节点个数、最大节点个数、最小节点个数、模型副本个数、是否开启检查点等配置以及训练任务相关配置。 -1. 启动parameter server和trainer,每个实例会在etcd中注册一个带TTL(过期时间)的节点,并每隔一段时间(` +|___| |___| |___| + ^ + | +parameter block +需要: + hash to map to +parameter block --------> 128~1024 slots --------> parameter servers +``` -* 测试任务/极短训练任务:如果训练任务在几十分钟或小时级别可以运行完成,可以考虑不开启副本也不开启检查点。 -* 短期训练任务/测试任务:训练任务运行时间如果在数小时或数天范围,可以考虑只使用一个副本(每个slot只保存一份),并开启检查点。在这个时长内出现不可恢复的硬件故障的概率极低。 -* 大型训练任务:训练时间以周或月为单位。建议开启多个副本和检查点。这样可以在任意一个pass停止任务,并重新从这个pass开始训练。或者在通用集群运行时,可以考虑动态扩容和缩容。 +接口完成先发送信号暂停训练任务,保存参数的checkpoint,然后重新开启训练。这样可以避免程序bug导致的数据不同步问题出现。 ## 实现考虑 由于两阶段提交和数据备份同步、选举部分实现比较复杂,可以考虑使用一些开源库函数,比如2pc,raft库等,后期在优化过程中逐步替换。 diff --git a/doc/design/images/arch.png b/doc/design/images/arch.png deleted file mode 100644 index 659e340388f63f689f2a0112957f8c9dacf05b20..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 165032 zcmeFZbyQVr*ES9aN{Ao`C{l_d4bmM-NjK6W-BMDLii!#d(%s!94Hifv4blkGAgLhm zn_KthocDX)-{0T(#(2&+$0M7y*1luLHLrQyD^OWc8XuP&7Yz*!|Bj4=DjM49CunF` zuGkpx$zDNh8vGC4Nmcq5T45K(BK&~!Kt|gM4eiPR;y-lE`0@m}V8BxSuJc_5c>!a4 zTUH|z`}?M>Znh8LYBV$(EWcQj|a z$?VCH*7aq+1XB>4Yvv*J{7oaZ~MT})X52+FTySK=gR-_ z*+1X&_j+XuduMxC1xHKcJ9f^dj&QTH5n^;A9LT%>|F8HzpQYqzX$rIcbN5Z;-T(d! zdA$%DV&eZ=h`+1+=Tlf_5nLg*lPwd$EuQ5VM?(`syCWg4?uNcH?mniWc6|J!);-ZY zLMFxiwd&PbeTjK(nO0^KR)#NPmtt?=hoyW>coCj1F6*Rq3g^xRm2j@1b+4}>>-(#o zNhwYVMoIPE-ugbpT_V;+huYm9W_}RLX3f24eOyo{jT`4!Z;sSGv8qURPi;5r(P$& zN$V>%g&7{W+>>&9sz%}2d8Ci}xnYgIwWnUsiGK#qPS^BZ$5maHTLupmQ^mYU9Cbm8 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The 1. the *master process*, which dispatches tasks to 1. one or more *trainer processes*, which run distributed training and synchronize gradients/models via -1. one or more *parameter server processes*, where each holds a shard of the global model. +1. one or more *parameter server processes*, where each holds a shard of the global model, and receive the uploaded gradients from every *trainer process*, so they can run the optimize functions to update their parameters. Their relation is illustrated in the following graph: +By coordinate these processes, paddle can complete the procedure of training neural networks using SGD. Paddle can support both "synchronize SGD" and "asynchronize SGD". + +When training with "sync SGD", paddle parameter servers use barriers to wait for all trainers to finish gradients update. When using "async SGD", parameter servers would not wait for all trainers, so training and parameter optimize will run in parallel. parameter servers will not depend on each other, they will receive the gradients update in parrallel; Also trainers will not depend on each other, run training jobs in parrallel. Using asyc SGD will be faster when training, but parameters on one of the parameter server will be newer than the other, but this will introduce more Randomness. + ### Master Process The master process will: @@ -130,7 +134,7 @@ When the trainer is started by the Kubernetes, it executes the following steps a If trainer's etcd lease expires, it will try set key `/trainer/` again so that the master process can discover the trainer again. -Whenever a trainer fails, the master process is responsible to schedule the failed task back to "todo queue". then kubernetes will try to start the trainer somewhere else, then the recovered trainer will try to fetch new task to continue the training. +When a trainer fails, Kuberentes would try to restart it. The recovered trainer would fetch tasks from the TODO queue and go on training. ### Parameter Server Process diff --git a/doc/design/cluster_train/checkpointing.md b/doc/design/cluster_train/checkpointing.md index df2dc81c86..0a2682899c 100644 --- a/doc/design/cluster_train/checkpointing.md +++ b/doc/design/cluster_train/checkpointing.md @@ -1,33 +1,5 @@ -# Paddle大规模分布式训练设计 - -## 概览 -参考[这里](./README.md) - -## 分布式训练架构 - -常见的深度学习分布式训练的架构如图: - - - -为了完成一个深度学习的训练任务,集群中会运行多个trainer和parameter server,每个trainer启动时,会先尝试从parameter server集群下载最新的参数,然后以mini-batch为单位读取训练数据集中的一部分数据(Data shard)。trainer会在训练过程中持续与parameter server通讯,上传计算出来的梯度以及下载最新的模型。 - -每个parameter server保存所有parameter的一个分片(Global model shard),并负责接受所有trainer发送的梯度,完成SGD和优化算法,然后发送更新后的parameter到每个trainer。 - -这样,通过trainer和parameter server的分布式协作,可以完成神经网络的SGD方法的训练。Paddle可以同时支持同步SGD(synchronize SGD)和异步SGD(asynchronize SGD)。 - -在使用同步SGD训练神经网络时,Paddle使用同步屏障(barrier),使梯度的提交和参数的更新按照顺序方式执行。在异步SGD中,则并不会等待所有trainer提交梯度才更新参数,这样极大的提高了计算的并行性:parameter server之间不相互依赖,并行的接收梯度和更新参数,parameter server也不会等待trainer全部都提交梯度之后才开始下一步,trainer之间也不会相互依赖,并行的执行模型的训练。可以看出,虽然异步SGD方式会提高参数更新并行度, 但是并不能保证参数同步更新,在任意时间某一台parameter server上保存的参数可能比另一台要更新,与同步SGD相比,梯度会有噪声。 - -在上面的分布式计算模型中,使用异步SGD比同步SGD可以一定程度的提供训练任务的容灾性。假设在某一时刻,一个trainer进程停止工作,其他的trainer仍然可以完成对部分数据的训练。 - -参考上面所描述的Paddle实现细节,可以进一步的优化以下方面: -1. 目前模型的参数是保存在parameter server进程的内存中的。在同步SGD或异步SGD训练过程中任意一台parameter server不能异常退出,否则参数丢失,训练不能继续执行。需要考虑每个模型分片(model shard)保存多个副本(replica)防止parameter server单点故障。 -1. 不能在一个训练任务中动态的增加或减少Trainer个数或parameter个数(异步SGD是否可以增加Trainer?) -1. 在同步SGD训练过程中,需要保证参数更新满足事务性操作。即可能在更新参数过程中,存放这个参数的shard所在的服务器故障,就需要rollback并重新更新这个参数shard的其他存活副本。 -1. 为了支持大量的训练任务和使用模型的应用在一个集群上,需要支持训练任务节点的伸缩。 -1. 支持训练任务的前置任务和后置任务,支持训练任务的定时调度和对在线流式数据的处理 - ## 模型参数检查点(Checkpointing) -模型数据检查点的实现,可以有效的避免parameter server的单点或多点同时故障。模型参数检查点通过定期向磁盘上保存一份存储在parameter server内存中的模型数据的完整镜像,来保证训练过程可以从中间状态重新启动。在一个不可中断并缺少备份的训练任务中,可以通过阶段性的保存每个parameter server的数据快照(snapshot)到 ***分布式存储服务/分布式存储挂载点*** 达到容灾的目的,比如每隔10分钟或1小时保存最新的快照,并删除更早的快照。在出现单点故障时,只需要恢复这台节点,或者将这台节点迁移到另一个节点并启动即可恢复训练任务。 +模型数据检查点的实现,可以有效的避免parameter server的单点或多点同时故障。模型参数检查点通过定期向磁盘上保存一份存储在parameter server内存中的模型数据的完整镜像,来保证训练过程可以从中间状态重新启动。在一个不可中断并缺少备份的训练任务中,可以通过阶段性的保存每个parameter server的数据快照(snapshot)到 ***分布式存储服务*** 达到容灾的目的,比如每隔10分钟最新的快照,并删除更早的快照。在出现单点故障时,只需要恢复这台节点,或者将这台节点迁移到另一个节点并启动即可恢复训练任务。 @@ -36,18 +8,15 @@ 说明: * parameter server在集群中启动后,自动挂载分布式存储目录,并把快照保存到这个目录下。 -* 所有parameter server和trainer在etcd上注册自己的id节点为TTL节点`/ps/[id]`和`/trainer/[id]`,并保持心跳。 -* ***注:trainer在故障恢复后,master会将失败的task重新分配给恢复的trainer执行。这样会引入更大的随机性。*** * ***注:parameter server在保存检查点时,利用了Linux内核的“写时复制”技术,在fork的进程中保存检查点,原进程可以继续接收trainer的梯度更新请求,而不影响检查点数据的保存。*** -* ***注:每个parameter server的检查点各自独立保存,暂时不考虑多个parameter server同步的保存一个特定时间点的全局检查点,同样会引入随机性。*** - +* ***注:每个parameter server的检查点各自独立保存,暂时不考虑多个parameter server同步的保存一个特定时间点的全局检查点,因为这样做也没法保证消除随机性。*** 检查点保存程序流程: -1. 如果满足条件""每个pass或每n个mini-batch"时,parameter server会`fork`自己,子进程中执行保存检查点任务,父进程继续工作。如果已经有子进程在进行保存检查点工作,则忽略。 +1. 如果满足条件""每个pass或每n个mini-batch"时,parameter server会锁住保存parameter的内存,开始保存检查点。如果已经正在执行保存检查点的任务,则忽略。 2. parameter server生成一个UUID,向指定的目录中一个新的文件(文件名为此UUID)写入快照数据。在快照写入完成后,计算这个文件的MD5 sum。然后在etcd的`/checkpoints/[pserver_id]`中写入json内容:`{"uuid": [UUID], "md5", "MD5 sum", "timestamp": xxxx}`。 3. 删除磁盘目录中不是当前uuid的快照文件。 -4. 关闭fork出来的进程。 +4. 释放对paramters内存的锁定。 这里需要用户额外注意,在您的实际环境中,训练任务的运行可能会占满trainer和parameter server之间的网络带宽,如果parameter server此时还需要通过网络访问分布式存储以保存快照,可能会造成网络拥塞,而出现阶段性的运行停滞。 diff --git a/doc/design/cluster_train/data_dispatch.md b/doc/design/cluster_train/data_dispatch.md index 7bd01cf2d2..ef2baf724d 100644 --- a/doc/design/cluster_train/data_dispatch.md +++ b/doc/design/cluster_train/data_dispatch.md @@ -7,7 +7,9 @@ * Paddle训练任务 * 在线模型预测服务 - + + +在上图中显示了在一个实际生产环境中的应用(人脸识别)的数据流图。生产环境的日志数据会通过实时流的方式(Kafka)和离线数据的方式(HDFS)存储,并在集群中运行多个分布式数据处理任务,比如流式数据处理(online data process),离线批处理(offline data process)完成数据的预处理,提供给paddle作为训练数据。用于也可以上传labeled data到分布式存储补充训练数据。在paddle之上运行的深度学习训练输出的模型会提供给在线人脸识别的应用使用。 ### 训练数据的存储 @@ -15,7 +17,7 @@ 在Kubernetes上运行的不同的计算框架,可以通过Volume或PersistentVolume挂载存储空间到每个容器中。 -在存储中的共享位置,需要保存PaddlePaddle book中的所有dataset数据,并且可以被提交的job直接使用。 +在GlusterFS存储系统中的公开目录,需要保存一些预置的公开数据集(比如MNIST, BOW, imagenet数据集等),并且可以被提交的job直接使用。 ### 上传训练文件 @@ -25,15 +27,15 @@ paddle upload train_data.list ``` -其中`.list`文件描述了训练数据的文件和对应的label,对于图像类数据,`.list文件`样例如下,每一行包含了图片文件的路径和其label: +其中`.list`文件描述了训练数据的文件和对应的label,对于图像类数据,`.list文件`样例如下,每一行包含了图片文件的路径和其label(用tab分隔开): ``` -/data/image1.jpg 1 -/data/image1.jpg 5 -/data/image1.jpg 2 -/data/image1.jpg 5 -/data/image1.jpg 1 -/data/image1.jpg 8 +./data/image1.jpg 1 +./data/image2.jpg 5 +./data/image3.jpg 2 +./data/image4.jpg 5 +./data/image5.jpg 1 +./data/image6.jpg 8 ... ``` @@ -48,20 +50,26 @@ L' inflation accélérée , mesurée dans la zone euro , est due principale ### 使用reader -使用v2 API编写训练任务是,可以编写如下简单的reader,返回文件中的各列,然后在调用`trainer.train()`时传入,完成训练数据的读取: +用户在使用v2 API编写训练任务时,可以使用paddle内置的reader完成对GlusterFS存储中的训练数据的读取,返回文件中的各列,然后在调用`trainer.train()`时传入,完成训练数据的读取: ```python -def train(): - fp = open("/glusterfs/mount/dir/yourfile_%d.list" % TRAINER_ID, "r") +reader = paddle.dist.reader("dataset-name") +batch_reader = paddle.batch(paddle.dataset.mnist.train(), 128) +trainer.train(batch_reader, ...) +``` - def reader(): - for l in fp: - yield l[:-1].split("\t") +trainer.train内部会获取reader的内容: - return reader ``` +def paddle.train(batch_reader): + r = batch_reader() # create a interator for one pass of data + for batch in r: + # train +``` + +这里面batch是含有128个data instance的mini-batch。每一个data instance会是一个tuple,tuple元素的顺序与`.list`文件文件中每一列的顺序是一致的。每一个data instance会是(raw_image_file_binary_data, label)。其中raw_image_file_binary_data是对应图像文件的没有解码的原始二进制数据,用户需要自己解码。label是文本类型(比如:“1“,”2“),这里用户需要的其实是整形,用户需要自己转换成整形。 ## TODO +### 支持将数据合并成内部的文件格式(key-value),方便sharding与顺序读取 ### 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z^GeCyJnsVG%ZiE`X>7+k*JPR>UfyzMcWxLU7@L~iix=%`W>eL+@?-)vTUts&Xx$OD zy}H~VYcYF_r_N8gj!WMJO1M6_nM>=~IPjih7Ut0ht5p&w^S`3FG2%vu_uU5@#2#P} zCf#vzBiH)f^>3h5{K0rs&bPGoKlLNy4$$3WHES~5BD77$i2!hykN}XK-AKuOe_zPh z8K5W`he2ok55-bH1Jy+rUv3nn{bN5xIG}tifxS>VxA{0~Kp^0C`T8c)04A1z;X*`G zP(u1YN`u?;_YVmEZM^!~LqLr-X}G;>^Qx_J;Q8&g6IZ{Pr+-?G83~wbOTfylZ`J2O z*!i8<>V*KwtBFhfQ}b{8)nWng3kY{D{r{nmO$=a$o?P1TUGIO6_d`j()0Q7f@^@|d zp(OujN@DX!O?l(|+FU)fAe7Kf>nqJe{Y^A}i$`845`o4?PmB6nl%FZ{(nk}3F z1Ba?FZgC5fw6?)ho9NG>59+)2qcb0Ir{Kpa_;Ct;oPr;x;Q#4U ea8{a!Bl Date: Thu, 20 Apr 2017 14:27:02 +0800 Subject: [PATCH 09/42] fix with_doc build option --- paddle/scripts/docker/build.sh | 14 +++++++++++++- 1 file changed, 13 insertions(+), 1 deletion(-) diff --git a/paddle/scripts/docker/build.sh b/paddle/scripts/docker/build.sh index e4c322bb18..b4eea83a5e 100644 --- a/paddle/scripts/docker/build.sh +++ b/paddle/scripts/docker/build.sh @@ -29,7 +29,7 @@ rm *.deb 2>/dev/null || true cmake .. \ -DCMAKE_BUILD_TYPE=Release \ - -DWITH_DOC=${WITH_DOC:-OFF} \ + -DWITH_DOC=OFF \ -DWITH_GPU=${WITH_GPU:-OFF} \ -DWITH_AVX=${WITH_AVX:-OFF} \ -DWITH_SWIG_PY=ON \ @@ -99,6 +99,18 @@ ADD build/*.deb /usr/local/opt/paddle/deb/ RUN dpkg -i /usr/local/opt/paddle/deb/*.deb && \ rm -f /usr/local/opt/paddle/deb/*.deb && \ paddle version +if [ ${WITH_DOC} == "ON" ]; then + mkdir -p /paddle/build_doc + pushd /paddle/build_doc + cmake .. \ + -DWITH_DOC=ON \ + -DWITH_GPU=OFF \ + -DWITH_AVX=${WITH_AVX:-OFF} \ + -DWITH_SWIG_PY=ON \ + -DWITH_STYLE_CHECK=OFF + make paddle_docs + popd +fi ${CPU_DOCKER_PYTHON_HOME_ENV} ${DOCKERFILE_CUDNN_DSO} ${DOCKERFILE_GPU_ENV} From d75399d5e3493a2a527e9f2cd2b12a642f4280ea Mon Sep 17 00:00:00 2001 From: qijun Date: Thu, 20 Apr 2017 14:30:40 +0800 Subject: [PATCH 10/42] add build paddle_docs_cn --- paddle/scripts/docker/build.sh | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/paddle/scripts/docker/build.sh b/paddle/scripts/docker/build.sh index b4eea83a5e..362f81a949 100644 --- a/paddle/scripts/docker/build.sh +++ b/paddle/scripts/docker/build.sh @@ -108,7 +108,7 @@ if [ ${WITH_DOC} == "ON" ]; then -DWITH_AVX=${WITH_AVX:-OFF} \ -DWITH_SWIG_PY=ON \ -DWITH_STYLE_CHECK=OFF - make paddle_docs + make paddle_docs paddle_docs_cn popd fi ${CPU_DOCKER_PYTHON_HOME_ENV} From f36bfcd430578d8fa7a28905114a00a04be5373b Mon Sep 17 00:00:00 2001 From: qijun Date: Thu, 20 Apr 2017 14:47:21 +0800 Subject: [PATCH 11/42] add install doxygen --- Dockerfile | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Dockerfile b/Dockerfile index 97947adf45..7f85be0d0f 100644 --- a/Dockerfile +++ b/Dockerfile @@ -27,7 +27,7 @@ RUN apt-get update && \ apt-get install -y wget unzip tar xz-utils bzip2 gzip coreutils && \ apt-get install -y curl sed grep graphviz libjpeg-dev zlib1g-dev && \ apt-get install -y python-numpy python-matplotlib gcc g++ gfortran && \ - apt-get install -y automake locales clang-format-3.8 swig && \ + apt-get install -y automake locales clang-format-3.8 swig doxygen&& \ apt-get clean -y # git credential to skip password typing From e48ef6886e40453344700197ab49060cb9b0bd14 Mon Sep 17 00:00:00 2001 From: qijun Date: Thu, 20 Apr 2017 14:52:09 +0800 Subject: [PATCH 12/42] format code --- Dockerfile | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Dockerfile b/Dockerfile index 7f85be0d0f..ed9f95213d 100644 --- a/Dockerfile +++ b/Dockerfile @@ -27,7 +27,7 @@ RUN apt-get update && \ apt-get install -y wget unzip tar xz-utils bzip2 gzip coreutils && \ apt-get install -y curl sed grep graphviz libjpeg-dev zlib1g-dev && \ apt-get install -y python-numpy python-matplotlib gcc g++ gfortran && \ - apt-get install -y automake locales clang-format-3.8 swig doxygen&& \ + apt-get install -y automake locales clang-format-3.8 swig doxygen && \ apt-get clean -y # git credential to skip password typing From 4d3f9107c7b7a424478e59c6f29a75ef78d68b50 Mon Sep 17 00:00:00 2001 From: liaogang Date: Thu, 20 Apr 2017 16:00:09 +0800 Subject: [PATCH 13/42] Add pip install paddle wheel package in Dockerfile --- paddle/scripts/docker/build.sh | 1 + 1 file changed, 1 insertion(+) diff --git a/paddle/scripts/docker/build.sh b/paddle/scripts/docker/build.sh index a4b63f90ec..aee3ffc6b9 100644 --- a/paddle/scripts/docker/build.sh +++ b/paddle/scripts/docker/build.sh @@ -99,6 +99,7 @@ ADD build/*.deb /usr/local/opt/paddle/deb/ # run paddle version to install python packages first RUN dpkg -i /usr/local/opt/paddle/deb/*.deb && \ rm -f /usr/local/opt/paddle/deb/*.deb && \ + pip install /usr/opt/paddle/share/wheels/*.whl && \ paddle version ${CPU_DOCKER_PYTHON_HOME_ENV} ${DOCKERFILE_CUDNN_DSO} From 93273a5772d683c814ab98dff84a66aba3cc1f0e Mon Sep 17 00:00:00 2001 From: qijun Date: Thu, 20 Apr 2017 17:08:36 +0800 Subject: [PATCH 14/42] fix ipython version --- Dockerfile | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/Dockerfile b/Dockerfile index eaf472221a..f12be36ceb 100644 --- a/Dockerfile +++ b/Dockerfile @@ -43,7 +43,8 @@ RUN pip install --upgrade pip && \ pip install -U wheel pillow BeautifulSoup && \ pip install -U docopt PyYAML sphinx && \ pip install -U sphinx-rtd-theme==0.1.9 recommonmark && \ - pip install pre-commit 'requests==2.9.2' 'ipykernel==4.6.0' 'jupyter==1.0.0' + pip install pre-commit 'requests==2.9.2' 'ipython==5.3.0' && \ + pip install 'ipykernel==4.6.0' 'jupyter==1.0.0' RUN curl -sSL https://cmake.org/files/v3.4/cmake-3.4.1.tar.gz | tar -xz && \ cd cmake-3.4.1 && ./bootstrap && make -j `nproc` && make install && \ From e9f0ee07cb9970c82c3d86e405509826cd89dca1 Mon Sep 17 00:00:00 2001 From: qijun Date: Thu, 20 Apr 2017 19:19:44 +0800 Subject: [PATCH 15/42] fix build.sh --- paddle/scripts/docker/build.sh | 25 +++++++++++++------------ 1 file changed, 13 insertions(+), 12 deletions(-) diff --git a/paddle/scripts/docker/build.sh b/paddle/scripts/docker/build.sh index 50b083fb39..c1e3f39888 100644 --- a/paddle/scripts/docker/build.sh +++ b/paddle/scripts/docker/build.sh @@ -42,7 +42,20 @@ if [[ ${RUN_TEST:-OFF} == "ON" ]]; then make coveralls fi make install +pip install /usr/opt/paddle/share/wheels/*.whl +if [ ${WITH_DOC} == "ON" ]; then + mkdir -p /paddle/build_doc + pushd /paddle/build_doc + cmake .. \ + -DWITH_DOC=ON \ + -DWITH_GPU=OFF \ + -DWITH_AVX=${WITH_AVX:-OFF} \ + -DWITH_SWIG_PY=ON \ + -DWITH_STYLE_CHECK=OFF + make paddle_docs paddle_docs_cn + popd +fi # generate deb package for current build # FIXME(typhoonzero): should we remove paddle/scripts/deb ? # FIXME: CPACK_DEBIAN_PACKAGE_DEPENDS removes all dev dependencies, must @@ -100,18 +113,6 @@ RUN dpkg -i /usr/local/opt/paddle/deb/*.deb && \ rm -f /usr/local/opt/paddle/deb/*.deb && \ pip install /usr/opt/paddle/share/wheels/*.whl && \ paddle version -if [ ${WITH_DOC} == "ON" ]; then - mkdir -p /paddle/build_doc - pushd /paddle/build_doc - cmake .. \ - -DWITH_DOC=ON \ - -DWITH_GPU=OFF \ - -DWITH_AVX=${WITH_AVX:-OFF} \ - -DWITH_SWIG_PY=ON \ - -DWITH_STYLE_CHECK=OFF - make paddle_docs paddle_docs_cn - popd -fi ${CPU_DOCKER_PYTHON_HOME_ENV} ${DOCKERFILE_CUDNN_DSO} ${DOCKERFILE_GPU_ENV} From 37db05f915525844340841f80cbc3ee9f4c0e571 Mon Sep 17 00:00:00 2001 From: qijun Date: Thu, 20 Apr 2017 19:36:15 +0800 Subject: [PATCH 16/42] fix wrong path of pip install *whl --- paddle/scripts/docker/build.sh | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/paddle/scripts/docker/build.sh b/paddle/scripts/docker/build.sh index c1e3f39888..6f7b97021d 100644 --- a/paddle/scripts/docker/build.sh +++ b/paddle/scripts/docker/build.sh @@ -42,7 +42,7 @@ if [[ ${RUN_TEST:-OFF} == "ON" ]]; then make coveralls fi make install -pip install /usr/opt/paddle/share/wheels/*.whl +pip install /usr/local/opt/paddle/share/wheels/*.whl if [ ${WITH_DOC} == "ON" ]; then mkdir -p /paddle/build_doc @@ -111,7 +111,7 @@ ADD build/*.deb /usr/local/opt/paddle/deb/ # run paddle version to install python packages first RUN dpkg -i /usr/local/opt/paddle/deb/*.deb && \ rm -f /usr/local/opt/paddle/deb/*.deb && \ - pip install /usr/opt/paddle/share/wheels/*.whl && \ + pip install /usr/local/opt/paddle/share/wheels/*.whl && \ paddle version ${CPU_DOCKER_PYTHON_HOME_ENV} ${DOCKERFILE_CUDNN_DSO} From 3a36f61a3db1db761b621849533213755f004bd0 Mon Sep 17 00:00:00 2001 From: qijun Date: Thu, 20 Apr 2017 19:48:54 +0800 Subject: [PATCH 17/42] add build_doc dir to .gitignore --- .gitignore | 1 + 1 file changed, 1 insertion(+) diff --git a/.gitignore b/.gitignore index ee7c6ec370..2b30f7938c 100644 --- a/.gitignore +++ b/.gitignore @@ -1,5 +1,6 @@ *.DS_Store build/ +build_doc/ *.user .vscode From 8bd6b749d060ba5da09645517b1d25035fc82bb2 Mon Sep 17 00:00:00 2001 From: "yi.wu" Date: Thu, 20 Apr 2017 21:12:44 +0800 Subject: [PATCH 18/42] update reader design --- doc/design/cluster_train/data_dispatch.md | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/doc/design/cluster_train/data_dispatch.md b/doc/design/cluster_train/data_dispatch.md index ef2baf724d..cce3deb004 100644 --- a/doc/design/cluster_train/data_dispatch.md +++ b/doc/design/cluster_train/data_dispatch.md @@ -54,6 +54,7 @@ L' inflation accélérée , mesurée dans la zone euro , est due principale ```python reader = paddle.dist.reader("dataset-name") +trainer.train(reader, ...) batch_reader = paddle.batch(paddle.dataset.mnist.train(), 128) trainer.train(batch_reader, ...) ``` @@ -69,6 +70,14 @@ def paddle.train(batch_reader): 这里面batch是含有128个data instance的mini-batch。每一个data instance会是一个tuple,tuple元素的顺序与`.list`文件文件中每一列的顺序是一致的。每一个data instance会是(raw_image_file_binary_data, label)。其中raw_image_file_binary_data是对应图像文件的没有解码的原始二进制数据,用户需要自己解码。label是文本类型(比如:“1“,”2“),这里用户需要的其实是整形,用户需要自己转换成整形。 +### 实现reader + +reader的实现需要考虑本地训练程序实现之后,可以不修改程序直接提交集群进行分布式训练。要达到这样的目标,需要实现下面的功能: + +paddle会实现内置的默认reader和对公开数据集的reader(如MNIST,BOW等)。这些内置的reader都会被一个`paddle.reader`修饰器修饰。这个修饰器会读取环境变量`PADDLE_TRAIN_LOCAL`,如果是True,则返回只有一个文件的task queue生成器,这个文件就是reader传入的文件。如果是False,则为分布式训练模式(在集群中训练的任务,都会从这个环境变量获得False值),开始读取task queue,获取分布式存储系统中的文件名数据,并返回这个task queue。不同的reader的实现,都要遵守固定的方式:从task queue生成器中逐个获取文件名,完成对不同训练数据的解析。 + +同样用户在实现自己的reader时,也需要使用此修饰器来修饰reader函数。 + ## TODO ### 支持将数据合并成内部的文件格式(key-value),方便sharding与顺序读取 From 771bbe60276e6d7e7cc9488be6d035972cd1a7f6 Mon Sep 17 00:00:00 2001 From: Yu Yang Date: Wed, 19 Apr 2017 20:29:43 +0800 Subject: [PATCH 19/42] Fix Production Docker Image's mirror settings. --- paddle/scripts/docker/build.sh | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/paddle/scripts/docker/build.sh b/paddle/scripts/docker/build.sh index aee3ffc6b9..16f669bd77 100644 --- a/paddle/scripts/docker/build.sh +++ b/paddle/scripts/docker/build.sh @@ -75,9 +75,8 @@ fi paddle version -# generate production docker image Dockerfile -if [ ${USE_MIRROR} ]; then - MIRROR_UPDATE="sed 's@http:\/\/archive.ubuntu.com\/ubuntu\/@mirror:\/\/mirrors.ubuntu.com\/mirrors.txt@' -i /etc/apt/sources.list && \\" +if [[ -n ${APT_MIRROR} ]]; then + MIRROR_UPDATE="sed -i '${APT_MIRROR}' /etc/apt/sources.list && \\" else MIRROR_UPDATE="\\" fi From fe456676550cbf44e838d323a864649ae2fca6fa Mon Sep 17 00:00:00 2001 From: Yu Yang Date: Fri, 21 Apr 2017 00:12:22 +0800 Subject: [PATCH 20/42] Timeout for caching in TravisCI --- .travis.yml | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) diff --git a/.travis.yml b/.travis.yml index 5a7f45a748..865e21f046 100644 --- a/.travis.yml +++ b/.travis.yml @@ -12,7 +12,6 @@ env: - JOB=DOCS - JOB=BUILD_AND_TEST - JOB=PRE_COMMIT - addons: apt: packages: @@ -49,8 +48,12 @@ before_install: # Paddle is using protobuf 3.1 currently. Protobuf 3.2 breaks the compatibility. So we specify the python # protobuf version. - pip install numpy wheel 'protobuf==3.1' sphinx recommonmark sphinx-rtd-theme==0.1.9 virtualenv pre-commit requests==2.9.2 LinkChecker + - | + function timeout() { perl -e 'alarm shift; exec @ARGV' "$@"; } script: - - paddle/scripts/travis/main.sh + - | + timeout 2580 paddle/scripts/travis/main.sh # 43min timeout + RESULT=$?; if [ $RESULT -eq 0 ] || [ $RESULT -eq 142 ]; then true; else false; fi; notifications: email: on_success: change From b896b484008df92992008870a8cedd97b320d1a3 Mon Sep 17 00:00:00 2001 From: qijun Date: Fri, 21 Apr 2017 14:29:19 +0800 Subject: [PATCH 21/42] correct with_testing option --- paddle/scripts/docker/build.sh | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/paddle/scripts/docker/build.sh b/paddle/scripts/docker/build.sh index 6f7b97021d..83cc30d3c2 100644 --- a/paddle/scripts/docker/build.sh +++ b/paddle/scripts/docker/build.sh @@ -35,11 +35,11 @@ cmake .. \ -DWITH_SWIG_PY=ON \ -DCUDNN_ROOT=/usr/ \ -DWITH_STYLE_CHECK=${WITH_STYLE_CHECK:-OFF} \ - -DON_COVERALLS=${WITH_TEST:-OFF} \ + -DWITH_TESTING=${WITH_TESTING:-OFF} \ -DCMAKE_EXPORT_COMPILE_COMMANDS=ON make -j `nproc` -if [[ ${RUN_TEST:-OFF} == "ON" ]]; then - make coveralls +if [ ${WITH_TESTING:-OFF} == "ON" ] && [ ${RUN_TEST:-OFF} == "ON" ] ; then + make test fi make install pip install /usr/local/opt/paddle/share/wheels/*.whl From d1052de117870f9c4611db49952c8069dfe81e39 Mon Sep 17 00:00:00 2001 From: qijun Date: Fri, 21 Apr 2017 14:35:05 +0800 Subject: [PATCH 22/42] add some comments --- paddle/scripts/docker/README.md | 2 +- paddle/scripts/docker/build.sh | 2 ++ 2 files changed, 3 insertions(+), 1 deletion(-) diff --git a/paddle/scripts/docker/README.md b/paddle/scripts/docker/README.md index 132f8cd8aa..b45d92507c 100644 --- a/paddle/scripts/docker/README.md +++ b/paddle/scripts/docker/README.md @@ -94,7 +94,7 @@ docker build -t paddle:dev --build-arg UBUNTU_MIRROR=mirror://mirrors.ubuntu.com Given the development image `paddle:dev`, the following command builds PaddlePaddle from the source tree on the development computer (host): ```bash -docker run --rm -v $PWD:/paddle -e "WITH_GPU=OFF" -e "WITH_AVX=ON" -e "WITH_TEST=OFF" -e "RUN_TEST=OFF" paddle:dev +docker run --rm -v $PWD:/paddle -e "WITH_GPU=OFF" -e "WITH_AVX=ON" -e "WITH_TESTING=OFF" -e "RUN_TEST=OFF" paddle:dev ``` This command mounts the source directory on the host into `/paddle` in the container, so the default entry point of `paddle:dev`, `build.sh`, could build the source code with possible local changes. When it writes to `/paddle/build` in the container, it writes to `$PWD/build` on the host indeed. diff --git a/paddle/scripts/docker/build.sh b/paddle/scripts/docker/build.sh index 83cc30d3c2..1613d970bc 100644 --- a/paddle/scripts/docker/build.sh +++ b/paddle/scripts/docker/build.sh @@ -44,6 +44,8 @@ fi make install pip install /usr/local/opt/paddle/share/wheels/*.whl +# Since python v2 api import py_paddle module, the generation of paddle docs +# depend on paddle's compilation and installation if [ ${WITH_DOC} == "ON" ]; then mkdir -p /paddle/build_doc pushd /paddle/build_doc From b360dec9db3930cdb11cb284a6f81a83bdb8181e Mon Sep 17 00:00:00 2001 From: typhoonzero Date: Fri, 21 Apr 2017 15:07:17 +0800 Subject: [PATCH 23/42] update doc --- doc/design/cluster_train/README.md | 4 ++-- doc/design/cluster_train/checkpointing.md | 14 ++++++------- doc/design/cluster_train/data_dispatch.md | 25 +++++++++++++++-------- 3 files changed, 25 insertions(+), 18 deletions(-) diff --git a/doc/design/cluster_train/README.md b/doc/design/cluster_train/README.md index 84678481cc..b88a8f382b 100644 --- a/doc/design/cluster_train/README.md +++ b/doc/design/cluster_train/README.md @@ -23,9 +23,9 @@ Their relation is illustrated in the following graph: -By coordinate these processes, paddle can complete the procedure of training neural networks using SGD. Paddle can support both "synchronize SGD" and "asynchronize SGD". +By coordinating these processes, PaddlePaddle supports use both Synchronize Stochastic Gradient Descent (sync SGD) and Asynchronous Stochastic Gradient Descent (async SGD) to train user-defined neural network topologies. -When training with "sync SGD", paddle parameter servers use barriers to wait for all trainers to finish gradients update. When using "async SGD", parameter servers would not wait for all trainers, so training and parameter optimize will run in parallel. parameter servers will not depend on each other, they will receive the gradients update in parrallel; Also trainers will not depend on each other, run training jobs in parrallel. Using asyc SGD will be faster when training, but parameters on one of the parameter server will be newer than the other, but this will introduce more Randomness. +When training with sync SGD, parameter servers wait for all trainers to finish gradients update and then send the updated parameters to trainers, training can not proceed until the trainer received the updated parameters. This creates a synchronization point between trainers. When training with async SGD, each trainer upload gradient and download new parameters individually, without the synchronization with other trainers. Using asyc SGD will be faster in terms of time per pass, but have more noise in gradient since trainers are likely to have a stale model. ### Master Process diff --git a/doc/design/cluster_train/checkpointing.md b/doc/design/cluster_train/checkpointing.md index 0a2682899c..a4d09004bd 100644 --- a/doc/design/cluster_train/checkpointing.md +++ b/doc/design/cluster_train/checkpointing.md @@ -1,5 +1,5 @@ -## 模型参数检查点(Checkpointing) -模型数据检查点的实现,可以有效的避免parameter server的单点或多点同时故障。模型参数检查点通过定期向磁盘上保存一份存储在parameter server内存中的模型数据的完整镜像,来保证训练过程可以从中间状态重新启动。在一个不可中断并缺少备份的训练任务中,可以通过阶段性的保存每个parameter server的数据快照(snapshot)到 ***分布式存储服务*** 达到容灾的目的,比如每隔10分钟最新的快照,并删除更早的快照。在出现单点故障时,只需要恢复这台节点,或者将这台节点迁移到另一个节点并启动即可恢复训练任务。 +## 模型参数检查点(Checkpointing) +模型数据检查点的实现,可以有效的避免parameter server的单点或多点同时故障。模型参数检查点通过定期向磁盘上保存一份存储在parameter server内存中的模型数据的完整镜像,来保证训练过程可以从中间状态重新启动。在一个不可中断并缺少备份的训练任务中,可以通过阶段性的保存每个parameter server的数据快照(snapshot)到 ***分布式存储服务*** 达到容灾的目的,比如每隔10分钟最新的快照,并删除更早的快照。在出现单点故障时,只需要恢复这台节点,或者将这台节点迁移到另一个节点并启动即可恢复训练任务。 @@ -13,10 +13,10 @@ 检查点保存程序流程: -1. 如果满足条件""每个pass或每n个mini-batch"时,parameter server会锁住保存parameter的内存,开始保存检查点。如果已经正在执行保存检查点的任务,则忽略。 +1. 如果满足条件"每隔10分钟"时,parameter server会获取parameters内存的`read_lock`,启动一个新的线程开始保存检查点。如果已经正在执行保存检查点的线程,则忽略。由于对parameters的更新需要获取parameters内存的`write_lock`,所以在写入快照的过程中,parameter server会暂停参数更新并等待。 2. parameter server生成一个UUID,向指定的目录中一个新的文件(文件名为此UUID)写入快照数据。在快照写入完成后,计算这个文件的MD5 sum。然后在etcd的`/checkpoints/[pserver_id]`中写入json内容:`{"uuid": [UUID], "md5", "MD5 sum", "timestamp": xxxx}`。 3. 删除磁盘目录中不是当前uuid的快照文件。 -4. 释放对paramters内存的锁定。 +4. 释放对paramters内存的锁定,停止保存检查点的线程。 这里需要用户额外注意,在您的实际环境中,训练任务的运行可能会占满trainer和parameter server之间的网络带宽,如果parameter server此时还需要通过网络访问分布式存储以保存快照,可能会造成网络拥塞,而出现阶段性的运行停滞。 @@ -30,8 +30,8 @@ 1. 开始提供服务 ## TODO List -### 推测执行/加速执行(TODO) -在异构集群中,如果存在某些trainer执行速度过慢会影响整体集群的速度(如图中Trainer 1),此时master将负责启动一个新的Trainer(Accelerate Trainer 2),使用同样的训练数据block。哪个trainer先完成block的训练,则把另一个慢速的kill掉。 +### 推测执行/加速执行(TODO) +在异构集群中,如果存在某些trainer执行速度过慢会影响整体集群的速度(如图中Trainer 1),此时master将负责启动一个新的Trainer(Accelerate Trainer 2),使用同样的训练数据block。哪个trainer先完成block的训练,则把另一个慢速的kill掉。 ### 动态扩容/缩容 目前只考虑动态扩容trainer数量,可以减小系统复杂性。 @@ -42,4 +42,4 @@ * shard: 分片,通常指将一个整体拆分成多份的其中的一份。 * model shard: 将一个神经网络参数拆分成多份,每个shard分别存储在其中一台parameter server之上 * parameter block: 多个parameter block构成一个model shard -* 单点故障: 任意时刻只可能同时有一台服务器故障。由于集群中同时存在两台机器故障的概率极低((平均故障率*平均故障修复时间)^2)只对特殊在线系统考虑两台以上同时故障的容灾。 +* 单点故障: 任意时刻只可能同时有一台服务器故障。由于集群中同时存在两台机器故障的概率极低((平均故障率*平均故障修复时间)^2)只对特殊在线系统考虑两台以上同时故障的容灾。 diff --git a/doc/design/cluster_train/data_dispatch.md b/doc/design/cluster_train/data_dispatch.md index cce3deb004..b013b14e47 100644 --- a/doc/design/cluster_train/data_dispatch.md +++ b/doc/design/cluster_train/data_dispatch.md @@ -1,7 +1,7 @@ ## 训练数据的存储和分发 ### 流程介绍 -生产环境中的训练数据集通常体积很大,并被存储在诸如Hadoop HDFS, Ceph, AWS S3之类的分布式存储之上。这些分布式存储服务通常会把数据切割成多个分片分布式的存储在多个节点之上。这样就可以在云端执行多种数据类计算任务,包括: +生产环境中的训练数据集通常体积很大,并被存储在诸如Hadoop HDFS,Ceph,AWS S3之类的分布式存储之上。这些分布式存储服务通常会把数据切割成多个分片分布式的存储在多个节点之上。这样就可以在云端执行多种数据类计算任务,包括: * 数据预处理任务 * Paddle训练任务 @@ -9,11 +9,11 @@ -在上图中显示了在一个实际生产环境中的应用(人脸识别)的数据流图。生产环境的日志数据会通过实时流的方式(Kafka)和离线数据的方式(HDFS)存储,并在集群中运行多个分布式数据处理任务,比如流式数据处理(online data process),离线批处理(offline data process)完成数据的预处理,提供给paddle作为训练数据。用于也可以上传labeled data到分布式存储补充训练数据。在paddle之上运行的深度学习训练输出的模型会提供给在线人脸识别的应用使用。 +在上图中显示了在一个实际生产环境中的应用(人脸识别)的数据流图。生产环境的日志数据会通过实时流的方式(Kafka)和离线数据的方式(HDFS)存储,并在集群中运行多个分布式数据处理任务,比如流式数据处理(online data process),离线批处理(offline data process)完成数据的预处理,提供给paddle作为训练数据。用于也可以上传labeled data到分布式存储补充训练数据。在paddle之上运行的深度学习训练输出的模型会提供给在线人脸识别的应用使用。 ### 训练数据的存储 -选择GlusterFS作为训练数据的存储服务(后续的实现考虑HDFS)。 +选择GlusterFS作为训练数据的存储服务(后续的实现考虑HDFS)。 在Kubernetes上运行的不同的计算框架,可以通过Volume或PersistentVolume挂载存储空间到每个容器中。 @@ -39,7 +39,7 @@ paddle upload train_data.list ... ``` -对于文本类训练数据样例如下(机器翻译),一行中包含源语言,目标语言的文本(label): +对于文本类训练数据样例如下(机器翻译),一行中包含源语言,目标语言的文本(label): ``` L' inflation , en Europe , a dérapé sur l' alimentation Food : Where European inflation slipped up @@ -63,22 +63,29 @@ trainer.train内部会获取reader的内容: ``` def paddle.train(batch_reader): - r = batch_reader() # create a interator for one pass of data + r = batch_reader() # create a iterator for one pass of data for batch in r: # train ``` -这里面batch是含有128个data instance的mini-batch。每一个data instance会是一个tuple,tuple元素的顺序与`.list`文件文件中每一列的顺序是一致的。每一个data instance会是(raw_image_file_binary_data, label)。其中raw_image_file_binary_data是对应图像文件的没有解码的原始二进制数据,用户需要自己解码。label是文本类型(比如:“1“,”2“),这里用户需要的其实是整形,用户需要自己转换成整形。 +这里面batch是含有128个data instance的mini-batch。每一个data instance会是一个tuple,tuple元素的顺序与`.list`文件文件中每一列的顺序是一致的。每一个data instance会是(raw_image_file_binary_data, label)。其中raw_image_file_binary_data是对应图像文件的没有解码的原始二进制数据,用户需要自己解码。label是文本类型(比如:“1“,”2“),这里用户需要的其实是整形,用户需要自己转换成整形。 ### 实现reader reader的实现需要考虑本地训练程序实现之后,可以不修改程序直接提交集群进行分布式训练。要达到这样的目标,需要实现下面的功能: -paddle会实现内置的默认reader和对公开数据集的reader(如MNIST,BOW等)。这些内置的reader都会被一个`paddle.reader`修饰器修饰。这个修饰器会读取环境变量`PADDLE_TRAIN_LOCAL`,如果是True,则返回只有一个文件的task queue生成器,这个文件就是reader传入的文件。如果是False,则为分布式训练模式(在集群中训练的任务,都会从这个环境变量获得False值),开始读取task queue,获取分布式存储系统中的文件名数据,并返回这个task queue。不同的reader的实现,都要遵守固定的方式:从task queue生成器中逐个获取文件名,完成对不同训练数据的解析。 +paddle会封装一个在集群中使用的reader: `paddle.dist.reader()`。在集群训练时需要使用这个reader指定要使用的数据集开始训练。用户的训练程序需要按照如下方式初始化reader: -同样用户在实现自己的reader时,也需要使用此修饰器来修饰reader函数。 +```python +if os.getenv("PADDLE_TRAIN_LOCAL"): + reader = my_local_reader("dataset-name") +else: + reader = paddle.dist.reader("dataset-name") +``` + +用户训练程序提交到集群之后,集群会自动设置`PADDLE_TRAIN_LOCAL`环境变量,reader会被配置成集群训练的版本。其中`paddle.dist.reader()`需要从master的队列中获得需要开始执行的训练task,并找到对应的训练数据文件,开始训练任务。如果用户的训练数据源来自于其他服务,比如从集群中的Kafka,zeromq队列读取,也可以根据实际情况实现集群中运行的reader程序。 ## TODO -### 支持将数据合并成内部的文件格式(key-value),方便sharding与顺序读取 +### 支持将数据合并成内部的文件格式(key-value),方便sharding与顺序读取 ### 支持用户自定义的数据预处理job From a278048b35e7690e769c1c84f3eb9972b2a4aa93 Mon Sep 17 00:00:00 2001 From: qijun Date: Fri, 21 Apr 2017 18:56:11 +0800 Subject: [PATCH 24/42] find whl path --- paddle/scripts/docker/build.sh | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/paddle/scripts/docker/build.sh b/paddle/scripts/docker/build.sh index 1613d970bc..185aa05077 100644 --- a/paddle/scripts/docker/build.sh +++ b/paddle/scripts/docker/build.sh @@ -113,7 +113,7 @@ ADD build/*.deb /usr/local/opt/paddle/deb/ # run paddle version to install python packages first RUN dpkg -i /usr/local/opt/paddle/deb/*.deb && \ rm -f /usr/local/opt/paddle/deb/*.deb && \ - pip install /usr/local/opt/paddle/share/wheels/*.whl && \ + find /usr/ -name '*paddle-*.whl' | xargs pip install && \ paddle version ${CPU_DOCKER_PYTHON_HOME_ENV} ${DOCKERFILE_CUDNN_DSO} From 07de6022212ffda1dbf73dc62bb753f76697bfb8 Mon Sep 17 00:00:00 2001 From: Yu Yang Date: Fri, 21 Apr 2017 19:14:12 +0800 Subject: [PATCH 25/42] Correct model average settings in crf --- demo/sequence_tagging/linear_crf.py | 2 +- demo/sequence_tagging/rnn_crf.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/demo/sequence_tagging/linear_crf.py b/demo/sequence_tagging/linear_crf.py index 0624b17787..ea012ba1ae 100644 --- a/demo/sequence_tagging/linear_crf.py +++ b/demo/sequence_tagging/linear_crf.py @@ -27,7 +27,7 @@ settings( learning_method=MomentumOptimizer(), batch_size=batch_size, regularization=L2Regularization(batch_size * 1e-4), - average_window=0.5, + model_average=ModelAverage(0.5), learning_rate=1e-1, learning_rate_decay_a=1e-5, learning_rate_decay_b=0.25, ) diff --git a/demo/sequence_tagging/rnn_crf.py b/demo/sequence_tagging/rnn_crf.py index b9b41b2433..937a34df10 100644 --- a/demo/sequence_tagging/rnn_crf.py +++ b/demo/sequence_tagging/rnn_crf.py @@ -27,7 +27,7 @@ settings( learning_method=MomentumOptimizer(), batch_size=batch_size, regularization=L2Regularization(batch_size * 1e-5), - average_window=0.5, + model_average=ModelAverage(0.5), learning_rate=2e-3, learning_rate_decay_a=5e-7, learning_rate_decay_b=0.5, ) From 8b5e0275b29021117f6db2793779d6f5fb2a8c28 Mon Sep 17 00:00:00 2001 From: Luo Tao Date: Fri, 21 Apr 2017 17:59:33 +0800 Subject: [PATCH 26/42] fix sphinx doc bug --- doc/api/v2/config/layer.rst | 215 ++++++------------ .../paddle/trainer_config_helpers/layers.py | 7 +- 2 files changed, 78 insertions(+), 144 deletions(-) diff --git a/doc/api/v2/config/layer.rst b/doc/api/v2/config/layer.rst index 05817ec854..2a02baf17b 100644 --- a/doc/api/v2/config/layer.rst +++ b/doc/api/v2/config/layer.rst @@ -11,8 +11,7 @@ Data layer data ---- -.. automodule:: paddle.v2.layer - :members: data +.. autoclass:: paddle.v2.layer.data :noindex: Fully Connected Layers @@ -22,14 +21,12 @@ Fully Connected Layers fc -- -.. automodule:: paddle.v2.layer - :members: fc +.. autoclass:: paddle.v2.layer.fc :noindex: selective_fc ------------ -.. automodule:: paddle.v2.layer - :members: selective_fc +.. autoclass:: paddle.v2.layer.selective_fc :noindex: Conv Layers @@ -37,34 +34,29 @@ Conv Layers conv_operator ------------- -.. automodule:: paddle.v2.layer - :members: conv_operator +.. autoclass:: paddle.v2.layer.conv_operator :noindex: conv_projection --------------- -.. automodule:: paddle.v2.layer - :members: conv_projection +.. autoclass:: paddle.v2.layer.conv_projection :noindex: conv_shift ---------- -.. automodule:: paddle.v2.layer - :members: conv_shift +.. autoclass:: paddle.v2.layer.conv_shift :noindex: img_conv -------- -.. automodule:: paddle.v2.layer - :members: img_conv +.. autoclass:: paddle.v2.layer.img_conv :noindex: .. _api_v2.layer_context_projection: context_projection ------------------ -.. automodule:: paddle.v2.layer - :members: context_projection +.. autoclass:: paddle.v2.layer.context_projection :noindex: Image Pooling Layer @@ -72,20 +64,17 @@ Image Pooling Layer img_pool -------- -.. automodule:: paddle.v2.layer - :members: img_pool +.. autoclass:: paddle.v2.layer.img_pool :noindex: spp --- -.. automodule:: paddle.v2.layer - :members: spp +.. autoclass:: paddle.v2.layer.spp :noindex: maxout ------ -.. automodule:: paddle.v2.layer - :members: maxout +.. autoclass:: paddle.v2.layer.maxout :noindex: Norm Layer @@ -93,26 +82,22 @@ Norm Layer img_cmrnorm ----------- -.. automodule:: paddle.v2.layer - :members: img_cmrnorm +.. autoclass:: paddle.v2.layer.img_cmrnorm :noindex: batch_norm ---------- -.. automodule:: paddle.v2.layer - :members: batch_norm +.. autoclass:: paddle.v2.layer.batch_norm :noindex: sum_to_one_norm --------------- -.. automodule:: paddle.v2.layer - :members: sum_to_one_norm +.. autoclass:: paddle.v2.layer.sum_to_one_norm :noindex: cross_channel_norm ------------------ -.. automodule:: paddle.v2.layer - :members: cross_channel_norm +.. autoclass:: paddle.v2.layer.cross_channel_norm :noindex: Recurrent Layers @@ -120,20 +105,17 @@ Recurrent Layers recurrent --------- -.. automodule:: paddle.v2.layer - :members: recurrent +.. autoclass:: paddle.v2.layer.recurrent :noindex: lstmemory --------- -.. automodule:: paddle.v2.layer - :members: lstmemory +.. autoclass:: paddle.v2.layer.lstmemory :noindex: grumemory --------- -.. automodule:: paddle.v2.layer - :members: grumemory +.. autoclass:: paddle.v2.layer.grumemory :noindex: Recurrent Layer Group @@ -141,38 +123,32 @@ Recurrent Layer Group memory ------ -.. automodule:: paddle.v2.layer - :members: memory +.. autoclass:: paddle.v2.layer.memory :noindex: recurrent_group --------------- -.. automodule:: paddle.v2.layer - :members: recurrent_group +.. autoclass:: paddle.v2.layer.recurrent_group :noindex: lstm_step --------- -.. automodule:: paddle.v2.layer - :members: lstm_step +.. autoclass:: paddle.v2.layer.lstm_step :noindex: gru_step -------- -.. automodule:: paddle.v2.layer - :members: gru_step +.. autoclass:: paddle.v2.layer.gru_step :noindex: beam_search ------------ -.. automodule:: paddle.v2.layer - :members: beam_search +.. autoclass:: paddle.v2.layer.beam_search :noindex: get_output ---------- -.. automodule:: paddle.v2.layer - :members: get_output +.. autoclass:: paddle.v2.layer.get_output :noindex: Mixed Layer @@ -182,59 +158,50 @@ Mixed Layer mixed ----- -.. automodule:: paddle.v2.layer - :members: mixed +.. autoclass:: paddle.v2.layer.mixed :noindex: .. _api_v2.layer_embedding: embedding --------- -.. automodule:: paddle.v2.layer - :members: embedding +.. autoclass:: paddle.v2.layer.embedding :noindex: scaling_projection ------------------ -.. automodule:: paddle.v2.layer - :members: scaling_projection +.. autoclass:: paddle.v2.layer.scaling_projection :noindex: dotmul_projection ----------------- -.. automodule:: paddle.v2.layer - :members: dotmul_projection +.. autoclass:: paddle.v2.layer.dotmul_projection :noindex: dotmul_operator --------------- -.. automodule:: paddle.v2.layer - :members: dotmul_operator +.. autoclass:: paddle.v2.layer.dotmul_operator :noindex: full_matrix_projection ---------------------- -.. automodule:: paddle.v2.layer - :members: full_matrix_projection +.. autoclass:: paddle.v2.layer.full_matrix_projection :noindex: identity_projection ------------------- -.. automodule:: paddle.v2.layer - :members: identity_projection +.. autoclass:: paddle.v2.layer.identity_projection :noindex: table_projection ---------------- -.. automodule:: paddle.v2.layer - :members: table_projection +.. autoclass:: paddle.v2.layer.table_projection :noindex: trans_full_matrix_projection ---------------------------- -.. automodule:: paddle.v2.layer - :members: trans_full_matrix_projection +.. autoclass:: paddle.v2.layer.trans_full_matrix_projection :noindex: Aggregate Layers @@ -244,36 +211,31 @@ Aggregate Layers pooling ------- -.. automodule:: paddle.v2.layer - :members: pooling +.. autoclass:: paddle.v2.layer.pooling :noindex: .. _api_v2.layer_last_seq: last_seq -------- -.. automodule:: paddle.v2.layer - :members: last_seq +.. autoclass:: paddle.v2.layer.last_seq :noindex: .. _api_v2.layer_first_seq: first_seq --------- -.. automodule:: paddle.v2.layer - :members: first_seq +.. autoclass:: paddle.v2.layer.first_seq :noindex: concat ------ -.. automodule:: paddle.v2.layer - :members: concat +.. autoclass:: paddle.v2.layer.concat :noindex: seq_concat ---------- -.. automodule:: paddle.v2.layer - :members: seq_concat +.. autoclass:: paddle.v2.layer.seq_concat :noindex: Reshaping Layers @@ -281,34 +243,29 @@ Reshaping Layers block_expand ------------ -.. automodule:: paddle.v2.layer - :members: block_expand +.. autoclass:: paddle.v2.layer.block_expand :noindex: .. _api_v2.layer_expand: expand ------ -.. automodule:: paddle.v2.layer - :members: expand +.. autoclass:: paddle.v2.layer.expand :noindex: repeat ------ -.. automodule:: paddle.v2.layer - :members: repeat +.. autoclass:: paddle.v2.layer.repeat :noindex: rotate ------ -.. automodule:: paddle.v2.layer - :members: rotate +.. autoclass:: paddle.v2.layer.rotate :noindex: seq_reshape ----------- -.. automodule:: paddle.v2.layer - :members: seq_reshape +.. autoclass:: paddle.v2.layer.seq_reshape :noindex: Math Layers @@ -316,64 +273,54 @@ Math Layers addto ----- -.. automodule:: paddle.v2.layer - :members: addto +.. autoclass:: paddle.v2.layer.addto :noindex: linear_comb ----------- -.. automodule:: paddle.v2.layer - :members: linear_comb +.. autoclass:: paddle.v2.layer.linear_comb :noindex: interpolation ------------- -.. automodule:: paddle.v2.layer - :members: interpolation +.. autoclass:: paddle.v2.layer.interpolation :noindex: bilinear_interp --------------- -.. automodule:: paddle.v2.layer - :members: bilinear_interp +.. autoclass:: paddle.v2.layer.bilinear_interp :noindex: power ----- -.. automodule:: paddle.v2.layer - :members: power +.. autoclass:: paddle.v2.layer.power :noindex: scaling ------- -.. automodule:: paddle.v2.layer - :members: scaling +.. autoclass:: paddle.v2.layer.scaling :noindex: slope_intercept --------------- -.. automodule:: paddle.v2.layer - :members: slope_intercept +.. autoclass:: paddle.v2.layer.slope_intercept :noindex: tensor ------ -.. automodule:: paddle.v2.layer - :members: tensor +.. autoclass:: paddle.v2.layer.tensor :noindex: .. _api_v2.layer_cos_sim: cos_sim ------- -.. automodule:: paddle.v2.layer - :members: cos_sim +.. autoclass:: paddle.v2.layer.cos_sim :noindex: trans ----- -.. automodule:: paddle.v2.layer - :members: trans +.. autoclass:: paddle.v2.layer.trans :noindex: Sampling Layers @@ -381,14 +328,12 @@ Sampling Layers maxid ----- -.. automodule:: paddle.v2.layer - :members: maxid +.. autoclass:: paddle.v2.layer.max_id :noindex: sampling_id ----------- -.. automodule:: paddle.v2.layer - :members: sampling_id +.. autoclass:: paddle.v2.layer.sampling_id :noindex: Slicing and Joining Layers @@ -396,8 +341,7 @@ Slicing and Joining Layers pad ---- -.. automodule:: paddle.v2.layer - :members: pad +.. autoclass:: paddle.v2.layer.pad :noindex: .. _api_v2.layer_costs: @@ -407,80 +351,72 @@ Cost Layers cross_entropy_cost ------------------ -.. automodule:: paddle.v2.layer - :members: cross_entropy_cost +.. autoclass:: paddle.v2.layer.cross_entropy_cost :noindex: cross_entropy_with_selfnorm_cost -------------------------------- -.. automodule:: paddle.v2.layer - :members: cross_entropy_with_selfnorm_cost +.. autoclass:: paddle.v2.layer.cross_entropy_with_selfnorm_cost :noindex: multi_binary_label_cross_entropy_cost ------------------------------------- -.. automodule:: paddle.v2.layer - :members: multi_binary_label_cross_entropy_cost +.. autoclass:: paddle.v2.layer.multi_binary_label_cross_entropy_cost :noindex: huber_cost ---------- -.. automodule:: paddle.v2.layer - :members: huber_cost +.. autoclass:: paddle.v2.layer.huber_cost :noindex: lambda_cost ----------- -.. automodule:: paddle.v2.layer - :members: lambda_cost +.. autoclass:: paddle.v2.layer.lambda_cost + :noindex: + +mse_cost +-------- +.. autoclass:: paddle.v2.layer.mse_cost :noindex: rank_cost --------- -.. automodule:: paddle.v2.layer - :members: rank_cost +.. autoclass:: paddle.v2.layer.rank_cost :noindex: sum_cost --------- -.. automodule:: paddle.v2.layer - :members: sum_cost +.. autoclass:: paddle.v2.layer.sum_cost :noindex: crf --- -.. automodule:: paddle.v2.layer - :members: crf +.. autoclass:: paddle.v2.layer.crf :noindex: crf_decoding ------------ -.. automodule:: paddle.v2.layer - :members: crf_decoding +.. autoclass:: paddle.v2.layer.crf_decoding :noindex: ctc --- -.. automodule:: paddle.v2.layer - :members: ctc +.. autoclass:: paddle.v2.layer.ctc :noindex: warp_ctc -------- -.. automodule:: paddle.v2.layer - :members: warp_ctc +.. autoclass:: paddle.v2.layer.warp_ctc :noindex: nce --- -.. automodule:: paddle.v2.layer - :members: nce +.. autoclass:: paddle.v2.layer.nce :noindex: hsigmoid --------- -.. automodule:: paddle.v2.layer - :members: hsigmoid +.. autoclass:: paddle.v2.layer.hsigmoid :noindex: Check Layer @@ -488,6 +424,5 @@ Check Layer eos --- -.. automodule:: paddle.v2.layer - :members: eos +.. autoclass:: paddle.v2.layer.eos :noindex: diff --git a/python/paddle/trainer_config_helpers/layers.py b/python/paddle/trainer_config_helpers/layers.py index 97db3c2d4c..f906126d87 100755 --- a/python/paddle/trainer_config_helpers/layers.py +++ b/python/paddle/trainer_config_helpers/layers.py @@ -567,7 +567,7 @@ def dotmul_operator(a=None, b=None, scale=1, **kwargs): DotMulOperator takes two inputs and performs element-wise multiplication: .. math:: - out.row[i] += scale * (x.row[i] .* y.row[i]) + out.row[i] += scale * (a.row[i] .* b.row[i]) where :math:`.*` means element-wise multiplication, and scale is a config scalar, its default value is one. @@ -576,7 +576,7 @@ def dotmul_operator(a=None, b=None, scale=1, **kwargs): .. code-block:: python - op = dotmul_operator(x=layer1, y=layer2, scale=0.5) + op = dotmul_operator(a=layer1, b=layer2, scale=0.5) :param a: Input layer1 :type a: LayerOutput @@ -3689,8 +3689,7 @@ def mse_cost(input, label, weight=None, name=None, layer_attr=None): .. math:: - $\frac{1}{N}\sum_{i=1}^N(t _i- y_i)^2$ - + \frac{1}{N}\sum_{i=1}^N(t_i-y_i)^2 :param name: layer name. :type name: basestring From 3dae7c53e5dac7aba75a684c47cfca89e87068c0 Mon Sep 17 00:00:00 2001 From: qijun Date: Mon, 24 Apr 2017 10:33:56 +0800 Subject: [PATCH 27/42] update comments --- paddle/scripts/docker/build.sh | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/paddle/scripts/docker/build.sh b/paddle/scripts/docker/build.sh index 185aa05077..73f885c1e7 100644 --- a/paddle/scripts/docker/build.sh +++ b/paddle/scripts/docker/build.sh @@ -44,8 +44,9 @@ fi make install pip install /usr/local/opt/paddle/share/wheels/*.whl -# Since python v2 api import py_paddle module, the generation of paddle docs -# depend on paddle's compilation and installation +# To build documentation, we need to run cmake twice. +# This awkwardness is due to https://github.com/PaddlePaddle/Paddle/issues/1854. +# It also describes a solution. if [ ${WITH_DOC} == "ON" ]; then mkdir -p /paddle/build_doc pushd /paddle/build_doc From feccfc8333309e64623ec522d48284182c493117 Mon Sep 17 00:00:00 2001 From: qijun Date: Thu, 20 Apr 2017 14:27:02 +0800 Subject: [PATCH 28/42] fix with_doc build option --- paddle/scripts/docker/build.sh | 14 +++++++++++++- 1 file changed, 13 insertions(+), 1 deletion(-) diff --git a/paddle/scripts/docker/build.sh b/paddle/scripts/docker/build.sh index 16f669bd77..5156cf9147 100644 --- a/paddle/scripts/docker/build.sh +++ b/paddle/scripts/docker/build.sh @@ -29,7 +29,7 @@ rm *.deb 2>/dev/null || true cmake .. \ -DCMAKE_BUILD_TYPE=Release \ - -DWITH_DOC=${WITH_DOC:-OFF} \ + -DWITH_DOC=OFF \ -DWITH_GPU=${WITH_GPU:-OFF} \ -DWITH_AVX=${WITH_AVX:-OFF} \ -DWITH_SWIG_PY=ON \ @@ -100,6 +100,18 @@ RUN dpkg -i /usr/local/opt/paddle/deb/*.deb && \ rm -f /usr/local/opt/paddle/deb/*.deb && \ pip install /usr/opt/paddle/share/wheels/*.whl && \ paddle version +if [ ${WITH_DOC} == "ON" ]; then + mkdir -p /paddle/build_doc + pushd /paddle/build_doc + cmake .. \ + -DWITH_DOC=ON \ + -DWITH_GPU=OFF \ + -DWITH_AVX=${WITH_AVX:-OFF} \ + -DWITH_SWIG_PY=ON \ + -DWITH_STYLE_CHECK=OFF + make paddle_docs + popd +fi ${CPU_DOCKER_PYTHON_HOME_ENV} ${DOCKERFILE_CUDNN_DSO} ${DOCKERFILE_GPU_ENV} From 99ae4dae46a8cb4b2276f35619382ae51be06e3a Mon Sep 17 00:00:00 2001 From: qijun Date: Thu, 20 Apr 2017 14:30:40 +0800 Subject: [PATCH 29/42] add build paddle_docs_cn --- paddle/scripts/docker/build.sh | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/paddle/scripts/docker/build.sh b/paddle/scripts/docker/build.sh index 5156cf9147..50b083fb39 100644 --- a/paddle/scripts/docker/build.sh +++ b/paddle/scripts/docker/build.sh @@ -109,7 +109,7 @@ if [ ${WITH_DOC} == "ON" ]; then -DWITH_AVX=${WITH_AVX:-OFF} \ -DWITH_SWIG_PY=ON \ -DWITH_STYLE_CHECK=OFF - make paddle_docs + make paddle_docs paddle_docs_cn popd fi ${CPU_DOCKER_PYTHON_HOME_ENV} From 4aabe597f62f19bd0c4478884d56a3db93740c36 Mon Sep 17 00:00:00 2001 From: qijun Date: Thu, 20 Apr 2017 14:38:10 +0800 Subject: [PATCH 30/42] fix dockerfile typo error --- Dockerfile | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Dockerfile b/Dockerfile index 97947adf45..49dcc2ad96 100644 --- a/Dockerfile +++ b/Dockerfile @@ -13,7 +13,7 @@ ARG WITH_DOC ARG WITH_STYLE_CHECK ENV WOBOQ OFF -ENV WITH_GPU=${WITH_AVX:-OFF} +ENV WITH_GPU=${WITH_GPU:-OFF} ENV WITH_AVX=${WITH_AVX:-ON} ENV WITH_DOC=${WITH_DOC:-OFF} ENV WITH_STYLE_CHECK=${WITH_STYLE_CHECK:-OFF} From 8dbbcc1fc11eb4403cabebe7577fa71f3508bd76 Mon Sep 17 00:00:00 2001 From: qijun Date: Thu, 20 Apr 2017 14:47:21 +0800 Subject: [PATCH 31/42] add install doxygen --- Dockerfile | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Dockerfile b/Dockerfile index 49dcc2ad96..84f78ac5dd 100644 --- a/Dockerfile +++ b/Dockerfile @@ -27,7 +27,7 @@ RUN apt-get update && \ apt-get install -y wget unzip tar xz-utils bzip2 gzip coreutils && \ apt-get install -y curl sed grep graphviz libjpeg-dev zlib1g-dev && \ apt-get install -y python-numpy python-matplotlib gcc g++ gfortran && \ - apt-get install -y automake locales clang-format-3.8 swig && \ + apt-get install -y automake locales clang-format-3.8 swig doxygen&& \ apt-get clean -y # git credential to skip password typing From 99567d4eb1eb8144cdbf5954eb03e32414867566 Mon Sep 17 00:00:00 2001 From: qijun Date: Thu, 20 Apr 2017 14:52:09 +0800 Subject: [PATCH 32/42] format code --- Dockerfile | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Dockerfile b/Dockerfile index 84f78ac5dd..eaf472221a 100644 --- a/Dockerfile +++ b/Dockerfile @@ -27,7 +27,7 @@ RUN apt-get update && \ apt-get install -y wget unzip tar xz-utils bzip2 gzip coreutils && \ apt-get install -y curl sed grep graphviz libjpeg-dev zlib1g-dev && \ apt-get install -y python-numpy python-matplotlib gcc g++ gfortran && \ - apt-get install -y automake locales clang-format-3.8 swig doxygen&& \ + apt-get install -y automake locales clang-format-3.8 swig doxygen && \ apt-get clean -y # git credential to skip password typing From f5d0970e13caeb097bdeb78378ab9ff733718208 Mon Sep 17 00:00:00 2001 From: qijun Date: Thu, 20 Apr 2017 17:08:36 +0800 Subject: [PATCH 33/42] fix ipython version --- Dockerfile | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/Dockerfile b/Dockerfile index eaf472221a..f12be36ceb 100644 --- a/Dockerfile +++ b/Dockerfile @@ -43,7 +43,8 @@ RUN pip install --upgrade pip && \ pip install -U wheel pillow BeautifulSoup && \ pip install -U docopt PyYAML sphinx && \ pip install -U sphinx-rtd-theme==0.1.9 recommonmark && \ - pip install pre-commit 'requests==2.9.2' 'ipykernel==4.6.0' 'jupyter==1.0.0' + pip install pre-commit 'requests==2.9.2' 'ipython==5.3.0' && \ + pip install 'ipykernel==4.6.0' 'jupyter==1.0.0' RUN curl -sSL https://cmake.org/files/v3.4/cmake-3.4.1.tar.gz | tar -xz && \ cd cmake-3.4.1 && ./bootstrap && make -j `nproc` && make install && \ From 0344c086e53a92822654741773ec839362c2a4f5 Mon Sep 17 00:00:00 2001 From: qijun Date: Thu, 20 Apr 2017 19:19:44 +0800 Subject: [PATCH 34/42] fix build.sh --- paddle/scripts/docker/build.sh | 25 +++++++++++++------------ 1 file changed, 13 insertions(+), 12 deletions(-) diff --git a/paddle/scripts/docker/build.sh b/paddle/scripts/docker/build.sh index 50b083fb39..c1e3f39888 100644 --- a/paddle/scripts/docker/build.sh +++ b/paddle/scripts/docker/build.sh @@ -42,7 +42,20 @@ if [[ ${RUN_TEST:-OFF} == "ON" ]]; then make coveralls fi make install +pip install /usr/opt/paddle/share/wheels/*.whl +if [ ${WITH_DOC} == "ON" ]; then + mkdir -p /paddle/build_doc + pushd /paddle/build_doc + cmake .. \ + -DWITH_DOC=ON \ + -DWITH_GPU=OFF \ + -DWITH_AVX=${WITH_AVX:-OFF} \ + -DWITH_SWIG_PY=ON \ + -DWITH_STYLE_CHECK=OFF + make paddle_docs paddle_docs_cn + popd +fi # generate deb package for current build # FIXME(typhoonzero): should we remove paddle/scripts/deb ? # FIXME: CPACK_DEBIAN_PACKAGE_DEPENDS removes all dev dependencies, must @@ -100,18 +113,6 @@ RUN dpkg -i /usr/local/opt/paddle/deb/*.deb && \ rm -f /usr/local/opt/paddle/deb/*.deb && \ pip install /usr/opt/paddle/share/wheels/*.whl && \ paddle version -if [ ${WITH_DOC} == "ON" ]; then - mkdir -p /paddle/build_doc - pushd /paddle/build_doc - cmake .. \ - -DWITH_DOC=ON \ - -DWITH_GPU=OFF \ - -DWITH_AVX=${WITH_AVX:-OFF} \ - -DWITH_SWIG_PY=ON \ - -DWITH_STYLE_CHECK=OFF - make paddle_docs paddle_docs_cn - popd -fi ${CPU_DOCKER_PYTHON_HOME_ENV} ${DOCKERFILE_CUDNN_DSO} ${DOCKERFILE_GPU_ENV} From 2925f0089a92f345a17725abd28e2cde02252f2e Mon Sep 17 00:00:00 2001 From: qijun Date: Thu, 20 Apr 2017 19:36:15 +0800 Subject: [PATCH 35/42] fix wrong path of pip install *whl --- paddle/scripts/docker/build.sh | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/paddle/scripts/docker/build.sh b/paddle/scripts/docker/build.sh index c1e3f39888..6f7b97021d 100644 --- a/paddle/scripts/docker/build.sh +++ b/paddle/scripts/docker/build.sh @@ -42,7 +42,7 @@ if [[ ${RUN_TEST:-OFF} == "ON" ]]; then make coveralls fi make install -pip install /usr/opt/paddle/share/wheels/*.whl +pip install /usr/local/opt/paddle/share/wheels/*.whl if [ ${WITH_DOC} == "ON" ]; then mkdir -p /paddle/build_doc @@ -111,7 +111,7 @@ ADD build/*.deb /usr/local/opt/paddle/deb/ # run paddle version to install python packages first RUN dpkg -i /usr/local/opt/paddle/deb/*.deb && \ rm -f /usr/local/opt/paddle/deb/*.deb && \ - pip install /usr/opt/paddle/share/wheels/*.whl && \ + pip install /usr/local/opt/paddle/share/wheels/*.whl && \ paddle version ${CPU_DOCKER_PYTHON_HOME_ENV} ${DOCKERFILE_CUDNN_DSO} From 07d2e0f96fe569e73fd31ab9451cd3a1c4da9d39 Mon Sep 17 00:00:00 2001 From: qijun Date: Thu, 20 Apr 2017 19:48:54 +0800 Subject: [PATCH 36/42] add build_doc dir to .gitignore --- .gitignore | 1 + 1 file changed, 1 insertion(+) diff --git a/.gitignore b/.gitignore index ee7c6ec370..2b30f7938c 100644 --- a/.gitignore +++ b/.gitignore @@ -1,5 +1,6 @@ *.DS_Store build/ +build_doc/ *.user .vscode From 81e0f5a4e25a20dcc198df26d8bc48e8df4c3f36 Mon Sep 17 00:00:00 2001 From: qijun Date: Fri, 21 Apr 2017 14:29:19 +0800 Subject: [PATCH 37/42] correct with_testing option --- paddle/scripts/docker/build.sh | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/paddle/scripts/docker/build.sh b/paddle/scripts/docker/build.sh index 6f7b97021d..83cc30d3c2 100644 --- a/paddle/scripts/docker/build.sh +++ b/paddle/scripts/docker/build.sh @@ -35,11 +35,11 @@ cmake .. \ -DWITH_SWIG_PY=ON \ -DCUDNN_ROOT=/usr/ \ -DWITH_STYLE_CHECK=${WITH_STYLE_CHECK:-OFF} \ - -DON_COVERALLS=${WITH_TEST:-OFF} \ + -DWITH_TESTING=${WITH_TESTING:-OFF} \ -DCMAKE_EXPORT_COMPILE_COMMANDS=ON make -j `nproc` -if [[ ${RUN_TEST:-OFF} == "ON" ]]; then - make coveralls +if [ ${WITH_TESTING:-OFF} == "ON" ] && [ ${RUN_TEST:-OFF} == "ON" ] ; then + make test fi make install pip install /usr/local/opt/paddle/share/wheels/*.whl From 190e429dfdac0c206b86bdd7bc515c06dfdb6390 Mon Sep 17 00:00:00 2001 From: qijun Date: Fri, 21 Apr 2017 14:35:05 +0800 Subject: [PATCH 38/42] add some comments --- paddle/scripts/docker/README.md | 2 +- paddle/scripts/docker/build.sh | 2 ++ 2 files changed, 3 insertions(+), 1 deletion(-) diff --git a/paddle/scripts/docker/README.md b/paddle/scripts/docker/README.md index 132f8cd8aa..b45d92507c 100644 --- a/paddle/scripts/docker/README.md +++ b/paddle/scripts/docker/README.md @@ -94,7 +94,7 @@ docker build -t paddle:dev --build-arg UBUNTU_MIRROR=mirror://mirrors.ubuntu.com Given the development image `paddle:dev`, the following command builds PaddlePaddle from the source tree on the development computer (host): ```bash -docker run --rm -v $PWD:/paddle -e "WITH_GPU=OFF" -e "WITH_AVX=ON" -e "WITH_TEST=OFF" -e "RUN_TEST=OFF" paddle:dev +docker run --rm -v $PWD:/paddle -e "WITH_GPU=OFF" -e "WITH_AVX=ON" -e "WITH_TESTING=OFF" -e "RUN_TEST=OFF" paddle:dev ``` This command mounts the source directory on the host into `/paddle` in the container, so the default entry point of `paddle:dev`, `build.sh`, could build the source code with possible local changes. When it writes to `/paddle/build` in the container, it writes to `$PWD/build` on the host indeed. diff --git a/paddle/scripts/docker/build.sh b/paddle/scripts/docker/build.sh index 83cc30d3c2..1613d970bc 100644 --- a/paddle/scripts/docker/build.sh +++ b/paddle/scripts/docker/build.sh @@ -44,6 +44,8 @@ fi make install pip install /usr/local/opt/paddle/share/wheels/*.whl +# Since python v2 api import py_paddle module, the generation of paddle docs +# depend on paddle's compilation and installation if [ ${WITH_DOC} == "ON" ]; then mkdir -p /paddle/build_doc pushd /paddle/build_doc From 2c4892c968560dcceec72f8cbc92d8ddc841aa2a Mon Sep 17 00:00:00 2001 From: qijun Date: Fri, 21 Apr 2017 18:56:11 +0800 Subject: [PATCH 39/42] find whl path --- paddle/scripts/docker/build.sh | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/paddle/scripts/docker/build.sh b/paddle/scripts/docker/build.sh index 1613d970bc..185aa05077 100644 --- a/paddle/scripts/docker/build.sh +++ b/paddle/scripts/docker/build.sh @@ -113,7 +113,7 @@ ADD build/*.deb /usr/local/opt/paddle/deb/ # run paddle version to install python packages first RUN dpkg -i /usr/local/opt/paddle/deb/*.deb && \ rm -f /usr/local/opt/paddle/deb/*.deb && \ - pip install /usr/local/opt/paddle/share/wheels/*.whl && \ + find /usr/ -name '*paddle-*.whl' | xargs pip install && \ paddle version ${CPU_DOCKER_PYTHON_HOME_ENV} ${DOCKERFILE_CUDNN_DSO} From 7b16103f87332f07be2282937194d737fa397c14 Mon Sep 17 00:00:00 2001 From: qijun Date: Mon, 24 Apr 2017 10:33:56 +0800 Subject: [PATCH 40/42] update comments --- paddle/scripts/docker/build.sh | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/paddle/scripts/docker/build.sh b/paddle/scripts/docker/build.sh index 185aa05077..73f885c1e7 100644 --- a/paddle/scripts/docker/build.sh +++ b/paddle/scripts/docker/build.sh @@ -44,8 +44,9 @@ fi make install pip install /usr/local/opt/paddle/share/wheels/*.whl -# Since python v2 api import py_paddle module, the generation of paddle docs -# depend on paddle's compilation and installation +# To build documentation, we need to run cmake twice. +# This awkwardness is due to https://github.com/PaddlePaddle/Paddle/issues/1854. +# It also describes a solution. if [ ${WITH_DOC} == "ON" ]; then mkdir -p /paddle/build_doc pushd /paddle/build_doc From 7e2d6e6198f92f1c532daaaf93115617481db634 Mon Sep 17 00:00:00 2001 From: Yu Yang Date: Mon, 24 Apr 2017 12:40:04 +0800 Subject: [PATCH 41/42] Start release note --- RELEASE.md | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/RELEASE.md b/RELEASE.md index a8a245ab44..f1588cb15b 100644 --- a/RELEASE.md +++ b/RELEASE.md @@ -1,3 +1,12 @@ +# Release v0.10.0 + +## New Features + +## Improvements + +## Bug Fixes + + # Release v0.9.0 ## New Features: From a9b33f38014322126f74fd34a750d4e87a08f783 Mon Sep 17 00:00:00 2001 From: typhoonzero Date: Mon, 24 Apr 2017 14:04:58 +0800 Subject: [PATCH 42/42] update --- doc/design/cluster_train/checkpointing.md | 1 - doc/design/cluster_train/data_dispatch.md | 4 ++-- 2 files changed, 2 insertions(+), 3 deletions(-) diff --git a/doc/design/cluster_train/checkpointing.md b/doc/design/cluster_train/checkpointing.md index a4d09004bd..c87ef2c7d2 100644 --- a/doc/design/cluster_train/checkpointing.md +++ b/doc/design/cluster_train/checkpointing.md @@ -8,7 +8,6 @@ 说明: * parameter server在集群中启动后,自动挂载分布式存储目录,并把快照保存到这个目录下。 -* ***注:parameter server在保存检查点时,利用了Linux内核的“写时复制”技术,在fork的进程中保存检查点,原进程可以继续接收trainer的梯度更新请求,而不影响检查点数据的保存。*** * ***注:每个parameter server的检查点各自独立保存,暂时不考虑多个parameter server同步的保存一个特定时间点的全局检查点,因为这样做也没法保证消除随机性。*** 检查点保存程序流程: diff --git a/doc/design/cluster_train/data_dispatch.md b/doc/design/cluster_train/data_dispatch.md index b013b14e47..9f2fc404a0 100644 --- a/doc/design/cluster_train/data_dispatch.md +++ b/doc/design/cluster_train/data_dispatch.md @@ -21,10 +21,10 @@ ### 上传训练文件 -使用下面命令,可以把本地的训练数据上传到存储集群中 +使用下面命令,可以把本地的训练数据上传到存储集群中,并指定上传数据的`dataset-name`: ``` -paddle upload train_data.list +paddle upload train_data.list "dataset-name" ``` 其中`.list`文件描述了训练数据的文件和对应的label,对于图像类数据,`.list文件`样例如下,每一行包含了图片文件的路径和其label(用tab分隔开):
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zS)9u-3evsbw5o_25dmGztzd8LcXR892Jh&u6LZ|@qAb3%#EUD%gv6KHM#475MUk(Z u=fDEtK Date: Wed, 29 Mar 2017 10:35:40 +0800 Subject: [PATCH 05/42] update design doc --- doc/design/cluster_design.md | 13 +++++++------ 1 file changed, 7 insertions(+), 6 deletions(-) diff --git a/doc/design/cluster_design.md b/doc/design/cluster_design.md index 44f0591d77..e20a449114 100644 --- a/doc/design/cluster_design.md +++ b/doc/design/cluster_design.md @@ -9,13 +9,13 @@ -为了完成一个深度学习的训练任务,集群中会运行多个trainer和parameter server,每个trainer启动时,会先尝试从parameter server集群下载最新的参数,然后以mini-batch为单位读取训练数据集中的一部分数据(Data shard)。在完成这个mini-batch数据的神经网络前馈和反向传播计算后,将参数梯度发送给对应的parameter server。随后trainer开始下一轮计算。 +为了完成一个深度学习的训练任务,集群中会运行多个trainer和parameter server,每个trainer启动时,会先尝试从parameter server集群下载最新的参数,然后以mini-batch为单位读取训练数据集中的一部分数据(Data shard)。trainer会在训练过程中持续与parameter server通讯,上传计算出来的梯度以及下载最新的模型。 每个parameter server保存所有parameter的一个分片(Global model shard),并负责接受所有trainer发送的梯度,完成SGD和优化算法,然后发送更新后的parameter到每个trainer。 -这样,通过trainer和parameter server的分布式协作,可以完成神经网络的SGD方法的训练。Paddle可以同时支持同步SGD(synchronize SGD)和异步(asynchronize SGD)。 +这样,通过trainer和parameter server的分布式协作,可以完成神经网络的SGD方法的训练。Paddle可以同时支持同步SGD(synchronize SGD)和异步SGD(asynchronize SGD)。 -在使用同步SGD训练神经网络时,Paddle使用同步屏障(barrier),使梯度的提交和参数的更新按照顺序方式执行。在异步SGD中,则并不会等待所有trainer提交梯度才更新参数,这样极大的提高了计算的并行性:parameter server不之间不相互依赖并行的接收梯度和更新参数,parameter server也不会等待trainer全部都提交梯度之后才开始下一步,trainer之间也不会相互依赖,并行的执行模型的训练。可以看出,虽然异步SGD方式会使参数的更新并不能保证参数的顺序的同步的更新,在任意时间某一台parameter server上保存的参数可能比另一台要更新,这样反而会给参数优化过程带来更多的随机性。在实践中,异步SGD在带来更高效率的同时并没有特别影响算法的准确性。 +在使用同步SGD训练神经网络时,Paddle使用同步屏障(barrier),使梯度的提交和参数的更新按照顺序方式执行。在异步SGD中,则并不会等待所有trainer提交梯度才更新参数,这样极大的提高了计算的并行性:parameter server之间不相互依赖,并行的接收梯度和更新参数,parameter server也不会等待trainer全部都提交梯度之后才开始下一步,trainer之间也不会相互依赖,并行的执行模型的训练。可以看出,虽然异步SGD方式会提高参数更新并行度, 但是并不能保证参数同步更新,在任意时间某一台parameter server上保存的参数可能比另一台要更新,与同步SGD相比,梯度会有噪声。 在上面的分布式计算模型中,使用异步SGD比同步SGD可以一定程度的提供训练任务的容灾性。假设在某一时刻,一个trainer进程停止工作,其他的trainer仍然可以完成对部分数据的训练。 @@ -27,7 +27,7 @@ 1. 支持训练任务的前置任务和后置任务,支持训练任务的定时调度和对在线流式数据的处理 ## 模型参数检查点(Checkpointing) -模型数据检查点的实现,可以有效的避免parameter server的单点或多点同时故障。模型参数检查点通过定期向磁盘上保存一份存储在parameter server内存中的模型数据的完整镜像,来保证训练过程可以从中间状态重新启动。在一个不可中断并缺少备份的训练任务中,可以通过阶段性的在每个parameter server的 ***本地磁盘/分布式存储挂载点*** 保存检查点快照达到容灾的目的,比如每个pass或每n个mini-batch保存一次快照。在出现单点故障时,只需要恢复这台节点,或者将这台节点迁移到另一个节点并启动即可恢复训练任务。 +模型数据检查点的实现,可以有效的避免parameter server的单点或多点同时故障。模型参数检查点通过定期向磁盘上保存一份存储在parameter server内存中的模型数据的完整镜像,来保证训练过程可以从中间状态重新启动。在一个不可中断并缺少备份的训练任务中,可以通过阶段性的保存每个parameter server的数据快照(snapshot)到 ***分布式存储服务/分布式存储挂载点*** 达到容灾的目的,比如每隔10分钟或1小时保存最新的快照,并删除更早的快照。在出现单点故障时,只需要恢复这台节点,或者将这台节点迁移到另一个节点并启动即可恢复训练任务。 @@ -82,10 +82,11 @@ -如图,数据存储在分布式文件系统中,并将预处理之后的文件切割成3个block存储在不同的机器上。在训练任务开始时,master读取这个分布式文件的元数据,并将一个block分配给一个trainer,然后将分配信息写入etcd中。随后trainer从etcd中获取到数据的分配信息并开始执行训练。一个block数据训练完成后,master负责在将新的block分配给一个trainer(途中虚线所示)。 +如图,数据存储在分布式文件系统中,并将预处理之后的文件切割成3个block存储在不同的机器上。在训练任务开始时,master读取这个分布式文件的元数据,并将一个block分配给一个trainer,然后将分配信息写入etcd中。随后trainer从etcd中获取到数据的分配信息并开始执行训练。一个block数据训练完成后,master负责在将新的block分配给一个trainer(图中虚线所示)。 master不会直接发送数据给Trainer而是负责协调训练数据的分配,并以ETCD为协调中心。所以master是一个无状态程序,任务运行过程中,master停止后只需要重新启动即可。 +## 第一版**不需要**支持的特性 ### 推测执行/加速执行(TODO) 在异构集群中,如果存在某些trainer执行速度过慢会影响整体集群的速度(如图中Trainer 1),此时master将负责启动一个新的Trainer(Accelerate Trainer 2),使用同样的训练数据block。哪个trainer先完成block的训练,则把另一个慢速的kill掉。 @@ -94,7 +95,7 @@ master不会直接发送数据给Trainer而是负责协调训练数据的分配 * 支持流式数据接口和常规文件接口 * 对不同的分布式存储,需要实现不同的reader wrapper -## 动态扩容/缩容 +### 动态扩容/缩容 虽然故障恢复可以提供任意时刻的节点新增和删除仍然可以保证任务正常运行,但通常这样是比较暴力的。为了能graceful的关闭多个节点,master需要提供对应的API接口: ```python From 39d6d1c2e9fa3ba03eb32ac2bd246f50c78408cf Mon Sep 17 00:00:00 2001 From: typhoonzero Date: Wed, 19 Apr 2017 19:17:47 +0800 Subject: [PATCH 06/42] update cluster design --- doc/design/cluster_design.md | 146 ------------------ doc/design/{dist => cluster_train}/README.md | 21 ++- doc/design/cluster_train/checkpointing.md | 76 +++++++++ doc/design/cluster_train/data_dispatch.md | 67 ++++++++ .../src}/checkpointing.png | Bin .../cluster_train/src/data_dispatch.png | Bin 0 -> 33872 bytes .../src/paddle-etcd.graffle | Bin .../src/paddle-etcd.png | Bin .../src/paddle-model-sharding.graffle | Bin .../src/paddle-model-sharding.png | Bin .../src/paddle-ps-0.png | Bin .../src/paddle-ps-1.png | Bin .../src/paddle-ps.graffle | Bin .../src/paddle-task-queues.graffle | Bin .../src/paddle-task-queues.png | Bin .../src/paddle-task-states.graffle | Bin .../src/paddle-task-states.png | Bin doc/design/cluster_train/src/trainer.graffle | Bin 0 -> 5644 bytes .../{images => cluster_train/src}/trainer.png | Bin doc/design/images/master.png | Bin 166142 -> 0 bytes doc/design/images/trainer.graffle | Bin 8566 -> 0 bytes doc/design/images/trainer_data.png | Bin 138135 -> 0 bytes 22 files changed, 157 insertions(+), 153 deletions(-) delete mode 100644 doc/design/cluster_design.md rename doc/design/{dist => cluster_train}/README.md (95%) create mode 100644 doc/design/cluster_train/checkpointing.md create mode 100644 doc/design/cluster_train/data_dispatch.md rename doc/design/{images => cluster_train/src}/checkpointing.png (100%) create mode 100644 doc/design/cluster_train/src/data_dispatch.png rename doc/design/{dist => cluster_train}/src/paddle-etcd.graffle (100%) rename doc/design/{dist => cluster_train}/src/paddle-etcd.png (100%) rename doc/design/{dist => cluster_train}/src/paddle-model-sharding.graffle (100%) rename doc/design/{dist => cluster_train}/src/paddle-model-sharding.png (100%) rename doc/design/{dist => cluster_train}/src/paddle-ps-0.png (100%) rename doc/design/{dist => cluster_train}/src/paddle-ps-1.png (100%) rename doc/design/{dist => cluster_train}/src/paddle-ps.graffle (100%) rename doc/design/{dist => cluster_train}/src/paddle-task-queues.graffle (100%) rename doc/design/{dist => cluster_train}/src/paddle-task-queues.png (100%) rename doc/design/{dist => cluster_train}/src/paddle-task-states.graffle (100%) rename doc/design/{dist => cluster_train}/src/paddle-task-states.png (100%) create mode 100644 doc/design/cluster_train/src/trainer.graffle rename doc/design/{images => cluster_train/src}/trainer.png (100%) delete mode 100644 doc/design/images/master.png delete mode 100644 doc/design/images/trainer.graffle delete mode 100644 doc/design/images/trainer_data.png diff --git a/doc/design/cluster_design.md b/doc/design/cluster_design.md deleted file mode 100644 index e20a449114..0000000000 --- a/doc/design/cluster_design.md +++ /dev/null @@ -1,146 +0,0 @@ -# Paddle大规模分布式训练设计 - -## 概览 -参考[这里](https://github.com/PaddlePaddle/Paddle/pull/1620/files) - -## 分布式训练架构 - -常见的深度学习分布式训练的架构如图: - - - -为了完成一个深度学习的训练任务,集群中会运行多个trainer和parameter server,每个trainer启动时,会先尝试从parameter server集群下载最新的参数,然后以mini-batch为单位读取训练数据集中的一部分数据(Data shard)。trainer会在训练过程中持续与parameter server通讯,上传计算出来的梯度以及下载最新的模型。 - -每个parameter server保存所有parameter的一个分片(Global model shard),并负责接受所有trainer发送的梯度,完成SGD和优化算法,然后发送更新后的parameter到每个trainer。 - -这样,通过trainer和parameter server的分布式协作,可以完成神经网络的SGD方法的训练。Paddle可以同时支持同步SGD(synchronize SGD)和异步SGD(asynchronize SGD)。 - -在使用同步SGD训练神经网络时,Paddle使用同步屏障(barrier),使梯度的提交和参数的更新按照顺序方式执行。在异步SGD中,则并不会等待所有trainer提交梯度才更新参数,这样极大的提高了计算的并行性:parameter server之间不相互依赖,并行的接收梯度和更新参数,parameter server也不会等待trainer全部都提交梯度之后才开始下一步,trainer之间也不会相互依赖,并行的执行模型的训练。可以看出,虽然异步SGD方式会提高参数更新并行度, 但是并不能保证参数同步更新,在任意时间某一台parameter server上保存的参数可能比另一台要更新,与同步SGD相比,梯度会有噪声。 - -在上面的分布式计算模型中,使用异步SGD比同步SGD可以一定程度的提供训练任务的容灾性。假设在某一时刻,一个trainer进程停止工作,其他的trainer仍然可以完成对部分数据的训练。 - -参考上面所描述的Paddle实现细节,可以进一步的优化以下方面: -1. 目前模型的参数是保存在parameter server进程的内存中的。在同步SGD或异步SGD训练过程中任意一台parameter server不能异常退出,否则参数丢失,训练不能继续执行。需要考虑每个模型分片(model shard)保存多个副本(replica)防止parameter server单点故障。 -1. 不能在一个训练任务中动态的增加或减少Trainer个数或parameter个数(异步SGD是否可以增加Trainer?) -1. 在同步SGD训练过程中,需要保证参数更新满足事务性操作。即可能在更新参数过程中,存放这个参数的shard所在的服务器故障,就需要rollback并重新更新这个参数shard的其他存活副本。 -1. 为了支持大量的训练任务和使用模型的应用在一个集群上,需要支持训练任务节点的伸缩。 -1. 支持训练任务的前置任务和后置任务,支持训练任务的定时调度和对在线流式数据的处理 - -## 模型参数检查点(Checkpointing) -模型数据检查点的实现,可以有效的避免parameter server的单点或多点同时故障。模型参数检查点通过定期向磁盘上保存一份存储在parameter server内存中的模型数据的完整镜像,来保证训练过程可以从中间状态重新启动。在一个不可中断并缺少备份的训练任务中,可以通过阶段性的保存每个parameter server的数据快照(snapshot)到 ***分布式存储服务/分布式存储挂载点*** 达到容灾的目的,比如每隔10分钟或1小时保存最新的快照,并删除更早的快照。在出现单点故障时,只需要恢复这台节点,或者将这台节点迁移到另一个节点并启动即可恢复训练任务。 - - - -### 快照保存的设计如下: - -前置要求: -* 所有parameter server在etcd上注册自己的id节点为TTL节点`/paddle/pservers/[id]`,并保持心跳。同时使用watcher监听`/paddle/pservers`目录,监听parameter server增加或丢失的消息。 -* 所有trainers在etcd `/paddle/trainers/[id]` 下注册节点。并监听暂停信号:`/paddle/trainers/pause`(监听节点创建和删除),`re-fetch` 信号。trainer在收到pause创建的信号之后,需要保存trainer的reader所读取的文件信息(文件名/文件元数据),和读取的offset到:`/paddle/trainers/[id]`的内容中。 - -程序流程: -1. 满足条件""每个pass或每n个mini-batch"时,parameter server原子写入`/paddle/trainers/pause`暂停所有trainer上传新的梯度 -2. parameter server在etcd服务中创建`/paddle/checkpoints/[snapshot uuid]/[parameter server id]`TTL节点,标识快照开始更新。然后开始向磁盘/存储服务中一个新的文件写入快照数据,并在写入过程中定时更新 etcd的checkpoint TTL节点已保证心跳。 -3. 任意一个parameter server完成检查点更新后,创建etcd目录`/paddle/checkpoints/[snapshot uuid]/finished/[parameter server id]`,写入完成的timestamp。然后检查是否所有的parameter server都完成。如果是,跳到第5步;否则循环等待。 -4. 如果在任意时间点,收到parameter server增加或丢失的消息,则需要回滚整个集群训练过程到上一个检查点: - - * 如果没有处在暂停状态,则暂停所有的参数更新 - * 删除etcd中`/paddle/checkpoints/[snapshot uuid]`的路径,清理没有成功执行的检查点任务。 - * 从etcd中读取检查点的uuid和timestamp,然后解析所有存储在磁盘上的检查点文件(可能有多个文件),判断对应uuid是否相同,如果都不同,则报错退出(FATAL error)。如果有相同的文件,则加载这个检查点文件,并覆盖内存中的参数。 - * 原子性创建etcd节点:`/paddle/trainer/re-fetch` (即多个parameter server不重复创建),通知trainer重新获取参数 - * 删除`/paddle/trainers/pause` 节点,重新开启训练过程,trainer需要从`/paddle/checkpoints/latest`中找到上一个检查点的file和对应的offset,并将reader重新设置到这个位置。 - -5. 尝试获取`/paddle/checkpoints/finish_lock`分布式锁(使用etcd3或者客户端wrapper)。获取锁之后,更新 `/paddle/checkpoints/latest`的内容为最新的checkpoint的uuid,timestamp;从`/paddle/trainers/[id]`中获取file和offset并更新到`/paddle/checkpoints/latest/files/[id]`中;删除每个pserver的上一个snapshot文件;释放锁;删除`/paddle/trainers/pause`节点。 - -这里需要用户额外注意,在您的实际环境中,训练任务的运行可能会占满trainer和parameter server之间的网络带宽,如果parameter server此时还需要通过网络访问分布式存储以保存快照,可能会造成网络拥塞,而出现阶段性的运行停滞。 - -### ETCD文件一览 -***注:TTL节点表示这个节点在创建者消失时,在TTL时间内也会消失*** - -* `/paddle/pservers/[id]`: TTL节点。id是parameter server的id,保存parameter server的信息。 -* `/paddle/checkpoints/latest`: 最新的checkpoint的信息。json格式保存timestamp, uuid -* `/paddle/checkpoints/latest/files/[trainer id]`: 保存最新的checkpoint对应的每个trainer读取数据的文件和offset -* `/paddle/checkpoints/[snapshot uuid]/[parameter server id]`: TTL节点。uuid是checkpoint生成的唯一snapshot id -* `/paddle/checkpoints/[snapshot uuid]/finished/[parameter server id]`: 同上 -* `/paddle/trainers/[id]`: TTL节点,保存trainer信息。如果发生全局暂停,则节点中以json格式保存trainer正在读取的文件和offset -* `/paddle/trainers/pause`: 控制trainer暂停上传梯度 -* `/paddle/trainers/re-fetch`: 控制trainer重新从parameter server读取参数并覆盖本地参数 - -## 训练数据的存储和分发 - -### 现在的方法 -生产环境中的训练数据集通常体积很大,并被存储在诸如Hadoop HDFS, Ceph, AWS S3之类的分布式存储之上。这些分布式存储服务通常会把数据切割成多个分片分布式的存储在多个节点之上,而多个trainer通常也需要预先完成文件的切割。但通常的方法是从HDFS上将数据拷贝到训练集群,然后切割到多个trainer服务器上,但这样的效率是底下的。如图(Mount/Copy): - - - -### 期望的方法 - -考虑到HDFS实际上已经完成了数据切割的任务,而且如果存在前置的数据预处理任务(Map-Reduce或Spark SQL),这些任务的输出也都存放于HDFS之上,则trainer可以直接调用HDFS LowLevel API,从元数据节点获得每个数据分片存储的位置,直接获得分片。 - -***注:每个数据分片保存多个mini_batch*** - -我们将使用如下的设计完成数据分发: - - - -如图,数据存储在分布式文件系统中,并将预处理之后的文件切割成3个block存储在不同的机器上。在训练任务开始时,master读取这个分布式文件的元数据,并将一个block分配给一个trainer,然后将分配信息写入etcd中。随后trainer从etcd中获取到数据的分配信息并开始执行训练。一个block数据训练完成后,master负责在将新的block分配给一个trainer(图中虚线所示)。 - -master不会直接发送数据给Trainer而是负责协调训练数据的分配,并以ETCD为协调中心。所以master是一个无状态程序,任务运行过程中,master停止后只需要重新启动即可。 - -## 第一版**不需要**支持的特性 -### 推测执行/加速执行(TODO) -在异构集群中,如果存在某些trainer执行速度过慢会影响整体集群的速度(如图中Trainer 1),此时master将负责启动一个新的Trainer(Accelerate Trainer 2),使用同样的训练数据block。哪个trainer先完成block的训练,则把另一个慢速的kill掉。 - -### 关于存储的考虑 -* 图像/音频类数据,预处理之后以何种方式分布式存储,如何切割? -* 支持流式数据接口和常规文件接口 -* 对不同的分布式存储,需要实现不同的reader wrapper - -### 动态扩容/缩容 -虽然故障恢复可以提供任意时刻的节点新增和删除仍然可以保证任务正常运行,但通常这样是比较暴力的。为了能graceful的关闭多个节点,master需要提供对应的API接口: - -```python - def resize(n): - save_checkpoint() - pause_all_trainers() - start_and_wait_trainers(n - self.num_trainers) - start_and_wait_pservers(n - self.num_pservers) - do_parameter_re_hash() - trainers_re_fetch() - start_all_trainers() - return success -``` - -要实现`do_parameter_re_hash()`,将现有的parameter能够在增加parameter servers时,完成重新分布,需要实现以下的细节: - -``` -parameters = large vector -<..............................> -|___| |___| |___| - ^ - | -parameter block -需要: - hash to map to -parameter block --------> 128~1024 slots --------> parameter servers -``` - -接口完成先发送信号暂停训练任务,保存参数的checkpoint,然后重新开启训练。这样可以避免程序bug导致的数据不同步问题出现。 - -## 实现考虑 -由于两阶段提交和数据备份同步、选举部分实现比较复杂,可以考虑使用一些开源库函数,比如2pc,raft库等,后期在优化过程中逐步替换。 - -## 附录 -### 引用 - -* [Large Scale Distributed Deep Networks](http://papers.nips.cc/paper/4687-large-scale-distributed-deep-networks.pdf), Jeffrey Dean, Greg S. Corrado, Rajat Monga, Kai Chen, Matthieu Devin, Quoc V. Le, Mark Z. Mao, Marc’Aurelio Ranzato, Andrew Senior, Paul Tucker, Ke Yang, Andrew Y. Ng - -### 术语 -* model: 指深度学习训练之后得到的所有参数,使用这个神经网络可以完成对新数据的预测 -* parameters: 神经网络中的参数,包括权重w和偏置b。一个神经网络的模型由大量的参数组成 -* shard: 分片,通常指将一个整体拆分成多份的其中的一份。 -* model shard: 将一个神经网络参数拆分成多份,每个shard分别存储在其中一台parameter server之上 -* parameter block: 多个parameter block构成一个model shard -* 单点故障: 任意时刻只可能同时有一台服务器故障。由于集群中同时存在两台机器故障的概率极低((平均故障率*平均故障修复时间)^2)只对特殊在线系统考虑两台以上同时故障的容灾。 - -### TODO: -All-Reduce和Ring的不同设计考虑 diff --git a/doc/design/dist/README.md b/doc/design/cluster_train/README.md similarity index 95% rename from doc/design/dist/README.md rename to doc/design/cluster_train/README.md index 1788208bca..6a94a82825 100644 --- a/doc/design/dist/README.md +++ b/doc/design/cluster_train/README.md @@ -31,7 +31,7 @@ The master process will: - Keep track of training progress on the dataset with [task queue](#task-queue). A training job will iterate on the dataset for a full pass until it goes into next pass. -#### Task +#### Task A task is a data shard to be trained. The total number of tasks will be much bigger than the total number of trainers. The number of data instances inside a task will be much bigger than the mini-batch size. @@ -78,7 +78,7 @@ The communication pattern between the trainers and the parameter servers depends - Synchronous Stochastic Gradient Descent (sync-SGD) Parameter server will wait for all trainer finish n-th mini-batch calculation and send their gradients before broadcasting new parameters to every trainer. Every trainer will wait for the new parameters before starting n+1-th mini-batch. - + - Asynchronous Stochastic Gradient Descent (async-SGD) There will no synchronization between different trainers, and parameter server updates its parameter as soon as it receives new gradient: @@ -118,8 +118,6 @@ When the master is started by the Kubernetes, it executes the following steps at 1. Watches the trainer prefix keys `/trainer/` on etcd to find the live trainers. 1. Starts dispatching the tasks to the trainers, and updates task queue using an etcd transaction to ensure lock is held during the update. -The master process will kill itself if its etcd lease expires. - When the master process is dead for any reason, Kubernetes will restart it. It will be online again with all states recovered from etcd in few minutes. ### Trainer Process @@ -132,6 +130,8 @@ When the trainer is started by the Kubernetes, it executes the following steps a If trainer's etcd lease expires, it will try set key `/trainer/` again so that the master process can discover the trainer again. +Whenever a trainer fails, the master process is responsible to schedule the failed task back to "todo queue". then kubernetes will try to start the trainer somewhere else, then the recovered trainer will try to fetch new task to continue the training. + ### Parameter Server Process When the parameter server is started by Kubernetes, it executes the following steps at startup: @@ -140,11 +140,11 @@ When the parameter server is started by Kubernetes, it executes the following st 1. Search through etcd keys `/ps/` (`/ps/0`, `/ps/1`, ...) to find the first non-existant key whose index is smaller than the total number of parameter servers. Set the key using a transaction to avoid concurrent writes. The parameter server's index is inferred from the key name. The desired number of parameter servers is 3: - + - + The third parameter server joined: - + 1. The parameter server can load parameters if there are already saved parameters in the save path (inferred from its index). @@ -153,6 +153,13 @@ When the parameter server is started by Kubernetes, it executes the following st If the parameter server's etcd lease expires, the parameter server will kill itself. +## Parameter Server Checkpointing +See [here](./checkpointing.md) + +## Store and dispatching trainning data +See [here](./data_dispatch.md) + + ## Dynamic Scaling ### Trainer Scaling diff --git a/doc/design/cluster_train/checkpointing.md b/doc/design/cluster_train/checkpointing.md new file mode 100644 index 0000000000..df2dc81c86 --- /dev/null +++ b/doc/design/cluster_train/checkpointing.md @@ -0,0 +1,76 @@ +# Paddle大规模分布式训练设计 + +## 概览 +参考[这里](./README.md) + +## 分布式训练架构 + +常见的深度学习分布式训练的架构如图: + + + +为了完成一个深度学习的训练任务,集群中会运行多个trainer和parameter server,每个trainer启动时,会先尝试从parameter server集群下载最新的参数,然后以mini-batch为单位读取训练数据集中的一部分数据(Data shard)。trainer会在训练过程中持续与parameter server通讯,上传计算出来的梯度以及下载最新的模型。 + +每个parameter server保存所有parameter的一个分片(Global model shard),并负责接受所有trainer发送的梯度,完成SGD和优化算法,然后发送更新后的parameter到每个trainer。 + +这样,通过trainer和parameter server的分布式协作,可以完成神经网络的SGD方法的训练。Paddle可以同时支持同步SGD(synchronize SGD)和异步SGD(asynchronize SGD)。 + +在使用同步SGD训练神经网络时,Paddle使用同步屏障(barrier),使梯度的提交和参数的更新按照顺序方式执行。在异步SGD中,则并不会等待所有trainer提交梯度才更新参数,这样极大的提高了计算的并行性:parameter server之间不相互依赖,并行的接收梯度和更新参数,parameter server也不会等待trainer全部都提交梯度之后才开始下一步,trainer之间也不会相互依赖,并行的执行模型的训练。可以看出,虽然异步SGD方式会提高参数更新并行度, 但是并不能保证参数同步更新,在任意时间某一台parameter server上保存的参数可能比另一台要更新,与同步SGD相比,梯度会有噪声。 + +在上面的分布式计算模型中,使用异步SGD比同步SGD可以一定程度的提供训练任务的容灾性。假设在某一时刻,一个trainer进程停止工作,其他的trainer仍然可以完成对部分数据的训练。 + +参考上面所描述的Paddle实现细节,可以进一步的优化以下方面: +1. 目前模型的参数是保存在parameter server进程的内存中的。在同步SGD或异步SGD训练过程中任意一台parameter server不能异常退出,否则参数丢失,训练不能继续执行。需要考虑每个模型分片(model shard)保存多个副本(replica)防止parameter server单点故障。 +1. 不能在一个训练任务中动态的增加或减少Trainer个数或parameter个数(异步SGD是否可以增加Trainer?) +1. 在同步SGD训练过程中,需要保证参数更新满足事务性操作。即可能在更新参数过程中,存放这个参数的shard所在的服务器故障,就需要rollback并重新更新这个参数shard的其他存活副本。 +1. 为了支持大量的训练任务和使用模型的应用在一个集群上,需要支持训练任务节点的伸缩。 +1. 支持训练任务的前置任务和后置任务,支持训练任务的定时调度和对在线流式数据的处理 + +## 模型参数检查点(Checkpointing) +模型数据检查点的实现,可以有效的避免parameter server的单点或多点同时故障。模型参数检查点通过定期向磁盘上保存一份存储在parameter server内存中的模型数据的完整镜像,来保证训练过程可以从中间状态重新启动。在一个不可中断并缺少备份的训练任务中,可以通过阶段性的保存每个parameter server的数据快照(snapshot)到 ***分布式存储服务/分布式存储挂载点*** 达到容灾的目的,比如每隔10分钟或1小时保存最新的快照,并删除更早的快照。在出现单点故障时,只需要恢复这台节点,或者将这台节点迁移到另一个节点并启动即可恢复训练任务。 + + + +### 快照保存的设计如下: + +说明: + +* parameter server在集群中启动后,自动挂载分布式存储目录,并把快照保存到这个目录下。 +* 所有parameter server和trainer在etcd上注册自己的id节点为TTL节点`/ps/[id]`和`/trainer/[id]`,并保持心跳。 +* ***注:trainer在故障恢复后,master会将失败的task重新分配给恢复的trainer执行。这样会引入更大的随机性。*** +* ***注:parameter server在保存检查点时,利用了Linux内核的“写时复制”技术,在fork的进程中保存检查点,原进程可以继续接收trainer的梯度更新请求,而不影响检查点数据的保存。*** +* ***注:每个parameter server的检查点各自独立保存,暂时不考虑多个parameter server同步的保存一个特定时间点的全局检查点,同样会引入随机性。*** + + +检查点保存程序流程: + +1. 如果满足条件""每个pass或每n个mini-batch"时,parameter server会`fork`自己,子进程中执行保存检查点任务,父进程继续工作。如果已经有子进程在进行保存检查点工作,则忽略。 +2. parameter server生成一个UUID,向指定的目录中一个新的文件(文件名为此UUID)写入快照数据。在快照写入完成后,计算这个文件的MD5 sum。然后在etcd的`/checkpoints/[pserver_id]`中写入json内容:`{"uuid": [UUID], "md5", "MD5 sum", "timestamp": xxxx}`。 +3. 删除磁盘目录中不是当前uuid的快照文件。 +4. 关闭fork出来的进程。 + +这里需要用户额外注意,在您的实际环境中,训练任务的运行可能会占满trainer和parameter server之间的网络带宽,如果parameter server此时还需要通过网络访问分布式存储以保存快照,可能会造成网络拥塞,而出现阶段性的运行停滞。 + +### 从快照恢复 + +在parameter server第一次启动或任意时间parameter server故障后被Kubernetes重新启动,则需要回滚到上一个检查点: + + 1. 从etcd中读取节点:`/checkpoints/[pserver_id]`获取最新的检查点的文件uuid + 1. 从磁盘文件中加载uuid文件名的检查点快照文件,并加载其中的参数 + 1. 如果上面两步出现错误,则使用启动参数定义的初始化方法初始化参数 + 1. 开始提供服务 + +## TODO List +### 推测执行/加速执行(TODO) +在异构集群中,如果存在某些trainer执行速度过慢会影响整体集群的速度(如图中Trainer 1),此时master将负责启动一个新的Trainer(Accelerate Trainer 2),使用同样的训练数据block。哪个trainer先完成block的训练,则把另一个慢速的kill掉。 + +### 动态扩容/缩容 +目前只考虑动态扩容trainer数量,可以减小系统复杂性。 + +## 术语 +* model: 指深度学习训练之后得到的所有参数,使用这个神经网络可以完成对新数据的预测 +* parameters: 神经网络中的参数,包括权重w和偏置b。一个神经网络的模型由大量的参数组成 +* shard: 分片,通常指将一个整体拆分成多份的其中的一份。 +* model shard: 将一个神经网络参数拆分成多份,每个shard分别存储在其中一台parameter server之上 +* parameter block: 多个parameter block构成一个model shard +* 单点故障: 任意时刻只可能同时有一台服务器故障。由于集群中同时存在两台机器故障的概率极低((平均故障率*平均故障修复时间)^2)只对特殊在线系统考虑两台以上同时故障的容灾。 diff --git a/doc/design/cluster_train/data_dispatch.md b/doc/design/cluster_train/data_dispatch.md new file mode 100644 index 0000000000..7bd01cf2d2 --- /dev/null +++ b/doc/design/cluster_train/data_dispatch.md @@ -0,0 +1,67 @@ +## 训练数据的存储和分发 + +### 流程介绍 +生产环境中的训练数据集通常体积很大,并被存储在诸如Hadoop HDFS, Ceph, AWS S3之类的分布式存储之上。这些分布式存储服务通常会把数据切割成多个分片分布式的存储在多个节点之上。这样就可以在云端执行多种数据类计算任务,包括: + +* 数据预处理任务 +* Paddle训练任务 +* 在线模型预测服务 + + + +### 训练数据的存储 + +选择GlusterFS作为训练数据的存储服务(后续的实现考虑HDFS)。 + +在Kubernetes上运行的不同的计算框架,可以通过Volume或PersistentVolume挂载存储空间到每个容器中。 + +在存储中的共享位置,需要保存PaddlePaddle book中的所有dataset数据,并且可以被提交的job直接使用。 + +### 上传训练文件 + +使用下面命令,可以把本地的训练数据上传到存储集群中 + +``` +paddle upload train_data.list +``` + +其中`.list`文件描述了训练数据的文件和对应的label,对于图像类数据,`.list文件`样例如下,每一行包含了图片文件的路径和其label: + +``` +/data/image1.jpg 1 +/data/image1.jpg 5 +/data/image1.jpg 2 +/data/image1.jpg 5 +/data/image1.jpg 1 +/data/image1.jpg 8 +... +``` + +对于文本类训练数据样例如下(机器翻译),一行中包含源语言,目标语言的文本(label): + +``` +L' inflation , en Europe , a dérapé sur l' alimentation Food : Where European inflation slipped up + +L' inflation accélérée , mesurée dans la zone euro , est due principalement à l' augmentation rapide des prix de l' alimentation . The skyward zoom in food prices is the dominant force behind the speed up in eurozone inflation . +... +``` + +### 使用reader + +使用v2 API编写训练任务是,可以编写如下简单的reader,返回文件中的各列,然后在调用`trainer.train()`时传入,完成训练数据的读取: + +```python +def train(): + fp = open("/glusterfs/mount/dir/yourfile_%d.list" % TRAINER_ID, "r") + + def reader(): + for l in fp: + yield l[:-1].split("\t") + + return reader +``` + +## TODO + +### 支持用户自定义的数据预处理job +### 支持SSTable格式的key-value数据 diff --git a/doc/design/images/checkpointing.png b/doc/design/cluster_train/src/checkpointing.png similarity index 100% rename from doc/design/images/checkpointing.png rename to doc/design/cluster_train/src/checkpointing.png diff --git a/doc/design/cluster_train/src/data_dispatch.png b/doc/design/cluster_train/src/data_dispatch.png new file mode 100644 index 0000000000000000000000000000000000000000..5bdcc24d6a6d193cb014f8c38b362451fded5e54 GIT binary patch literal 33872 zcmdqJbx>7N8~;ml=x&hi4yC&kNkJN43n2cRb(rs)PSv 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