From 4599aea7c2fe90febb0772cda3ceeb50b1953ce3 Mon Sep 17 00:00:00 2001 From: tensor-tang Date: Tue, 21 Nov 2017 18:06:31 +0800 Subject: [PATCH] polish mkldnn doc --- doc/design/mkldnn/README.MD | 170 +++++++++++++++++++------- doc/design/mkldnn/image/engine.png | Bin 0 -> 36180 bytes doc/design/mkldnn/image/gradients.png | Bin 0 -> 57433 bytes doc/design/mkldnn/image/layers.png | Bin 0 -> 57028 bytes doc/design/mkldnn/image/matrix.png | Bin 0 -> 19755 bytes 5 files changed, 127 insertions(+), 43 deletions(-) create mode 100644 doc/design/mkldnn/image/engine.png create mode 100644 doc/design/mkldnn/image/gradients.png create mode 100644 doc/design/mkldnn/image/layers.png create mode 100644 doc/design/mkldnn/image/matrix.png diff --git a/doc/design/mkldnn/README.MD b/doc/design/mkldnn/README.MD index ec6d46818..7c863197e 100644 --- a/doc/design/mkldnn/README.MD +++ b/doc/design/mkldnn/README.MD @@ -1,21 +1,32 @@ # Intel® MKL-DNN on PaddlePaddle: Design Doc -我们计划将Intel深度神经网络数学库(**MKL-DNN**\[[1](#references)\])集成到PaddlePaddle,充分展现英特尔平台的优势,有效提升PaddlePaddle在英特尔架构上的性能。 +我们计划将英特尔深度神经网络数学库[Intel MKL-DNN](https://github.com/01org/mkl-dnn) +(Intel Math Kernel Library for Deep Neural Networks)集成到PaddlePaddle, +充分展现英特尔平台的优势,有效提升PaddlePaddle在英特尔架构上的性能。 -我们短期内的基本目标是: +
+
+Figure 1. PaddlePaddle on IA +
-- 完成常用layer的MKL-DNN实现。 +近期目标 + +- 完成常用Layer的MKL-DNN实现。 - 完成常见深度神经网络VGG,GoogLeNet 和 ResNet的MKL-DNN实现。 +目前的优化,主要针对PaddlePaddle在重构之前的代码框架以及V1的API。 +具体的完成状态可以参见[这里](https://github.com/PaddlePaddle/Paddle/projects/21)。 ## Contents - [Overview](#overview) - [Actions](#actions) - [CMake](#cmake) + - [Matrix](#matrix) - [Layers](#layers) - [Activations](#activations) - - [Weights](#weights) + - [Parameters](#parameters) + - [Gradients](#gradients) - [Unit Tests](#unit-tests) - [Protobuf Messages](#protobuf-messages) - [Python API](#python-api) @@ -26,42 +37,114 @@ ## Overview -我们会把MKL-DNN作为第三方库集成进PaddlePaddle,整体框架图 +我们会把MKL-DNN会作为第三方库集成进PaddlePaddle,与其他第三方库一样,会在编译PaddlePaddle的时候下载并编译MKL-DNN。 + +同时,为了进一步提升PaddlePaddle在基本数学运算的计算速度,我们也将MKLML即(MKL small library\[[1](#references)\]) +作为另一个第三方库集成进PaddlePaddle,它只会包括生成好的动态库和头文件。 +MKLML可以与MKL-DNN共同使用,以此达到最好的性能。 +
-
-Figure 1. PaddlePaddle on IA. +
+Figure 2. PaddlePaddle with MKL Engines
## Actions -我们把集成方案大致分为了如下几个方面。 + +添加的相关文件和目录结构如下: + +```txt +PaddlePaddle/Paddle +├── ... +├── cmake/ +│ ├── external/ +│ │ ├── ... +│ │ ├── mkldnn.cmake +│ │ └── mklml.cmake +└── paddle/ + ├── ... + ├── math/ + │ ├── ... + │ └── MKLDNNMatrix.* + └── gserver/ + ├── ... + ├── layers/ + │ ├── ... + │ └── MKLDNN*Layer.* + ├── activations/ + │ ├── ... + │ └── MKLDNNActivations.* + └── tests/ + ├── ... + ├── MKLDNNTester.* + └── test_MKLDNN.cpp +``` ### CMake -我们会在`CMakeLists.txt`中会给用户添加一个`WITH_MKL`的开关,他是负责`WITH_MKLML`和`WITH_MKLDNN`的总开关。 +在`CMakeLists.txt`中提供一个与MKL有关的总开关:`WITH_MKL`,它负责决定编译时是否使用MKLML和MKL-DNN -当打开`WITH_MKL`时,会开启MKLML的功能,作为PaddlePaddle的CBLAS和LAPACK库,同时会开启Intel OpenMP用于提高MKLML的性能。 如果系统支持AVX2指令集及以上,同时会开启MKL-DNN功能。 +- `WITH_MKLML` 控制是否使用MKLML库。 +当打开`WITH_MKL`时,会自动使用MKLML库作为PaddlePaddle的CBLAS和LAPACK库,同时会开启Intel OpenMP用于提高MKLML的性能。 +- `WITH_MKLDNN` 控制是否使用MKL-DNN。 +当开启`WITH_MKL`时,会自动根据硬件配置[[2](#references)]选择是否编译MKL-DNN。 -当关闭`WITH_MKL`时,MKLML和MKL-DNN功能会同时关闭。 +### Matrix +目前在PaddlePaddle中数据都是以`nchw`的格式存储,但是在MKL-DNN中的排列方式不止这一种。 +所以我们定义了一个`MKLDNNMatrix`用于管理MKL-DNN数据的不同格式以及相互之间的转换。 -所以,我们会在`cmake/external`目录新建`mkldnn.cmake`和`mklml.cmake`文件,它们会在编译PaddlePaddle的时候下载对应的软件包,并放到PaddlePaddle的third party目录中。 +
+
+Figure 3. MKLDNNMatrix +
### Layers -所有MKL-DNN相关的C++ layers,都会按照PaddlePaddle的目录结构存放在 -`paddle/gserver/layers`中,并且文件名都会一以*MKLDNN*开头。 +所有MKL-DNN的Layers都会继承于`MKLDNNLayer`,该类继承于PaddlePaddle的基类`Layer`。 +在`MKLDNNLayer`中会提供一些必要的接口和函数,并且会写好`forward`和`backward`的基本逻辑, +子类只需要使用定义好的接口,实现具体的函数功能即可。 + +
+
+Figure 4. MKLDNNLayer +
+ +每个`MKLDNNlayer`都会有`inVal_`,`inGrad_`,`outVal_`和`outGrad_`的`MKLDNNMatrix`, +分别代表input value, input gradient,output value和output gradient。 +它们会存放MKL-DNN用到的internal memory,同时还会定义以*ext*开头的`MKLDNNMatrix`(表示external的memory)。 +他们主要是当数据格式与PaddlePaddle默认的`nchw`格式不匹配时,用于转换内存的工作。 -所有MKL-DNN的layers都会继承于一个叫做`MKLDNNLayer`的父类,该父类继承于PaddlePaddle的基类`Layer`。 +必要的转换函数也会在`MKLDNNLayer`中提前定义好(具体包括reset input、output的value和grad), +这些函数会根据输入参数重新设置internal和external的memory(当然这两者也可以相等,即表示不需要转换), +每个`MKLDNNlayer`的子类只需要使用internal的memory就可以了,所有external的转换工作都会在reset函数中都准备好。 -在`MKLDNNLayer`中会提供一些必要的接口和函数,并且会写好`forward`和`backward`的基本逻辑。部分函数定义为纯虚函数,子类只需要实现这些函数即可。 +一般来说,每个`MKLDNNLayer`中的`extOutVal_`和`extOutGrad_`必须分别与`output_.value`和`output_.grad`共享内存, +因为PaddlePaddle的activation会直接使用`output_.value`和`output_.grad`, +如果不需要external的buffer用于转换,那么internal的buffer也会与它们共享内存。 ### Activations -由于在PaddlePaddle中,激活函数是独立于layer概念的,所以会在`paddle/gserver/activations`目录下添加`MKLDNNActivation.h`和`MKLDNNActivation.cpp`文件用于定义和使用MKL-DNN的接口。 +在重构前的PaddlePaddle中,激活函数是独立于`Layer`的概念,并且输入输出都是公用一块内存, +所以添加了对应的`MKLDNNActivation`来实现,方式类似于`MKLDNNLayer`。 + +### Parameters +对于有参数的层,我们会保证`MKLDNNLayer`使用的参数与PaddlePaddle申请的buffer公用一块内存。 +如果存在数据排列格式不一样的情况时,我们会在网络训练之前把格式转换为MKL-DNN希望的格式, +在训练结束的时候再保存为PaddlePaddle的格式,但是整个训练过程中不需要任何转换。 +这样既使得最终保存的参数格式与PaddlePaddle一致,又可以避免不必要的转换。 + +### Gradients +由于MKL-DNN的操作都是直接覆盖的形式,也就是说输出的结果不会在原来的数据上累加, +这样带来的好处就是不需要一直清空memory,节省了不必要的操作。 +但是注意的是,当网络出现分支且在`backward`的时候,需要累加不同Layer传过来的梯度。 +所以在`MKLDNNlayer`中实现了一个merge的方法,此时每个小分支的`Input Gradient` +会先临时保存在`MKLDNNMatrix`中,由分支处的Layer负责求和,并把结果放到当前层的`output_.grad`中。 +所以整体上,在实现每个子类的时候就不需要关心分支的事情了。 -### Weights -由于有些layer是含有参数的,我们会尽量让MKL-DNN的参数与PaddlePaddle中`parameter`共享一块内存。 -同时,由于MKL-DNN在训练时使用的参数layout可能与PaddlePaddle默认的`nchw`不一致,我们会在网络训练的开始和结束时分别转换这个layout,使得最终保存的参数格式与PaddlePaddle一致。 +
+
+Figure 5. Merge Gradients +
### Unit Tests -会在`paddle/gserver/test`目录下添加`test_MKLDNN.cpp`和`MKLDNNTester.*`用于MKL-DNN的测试。 -测试分为每个layer(或activation)的单元测试和简单网络的整体测试。 +我们会添加`test_MKLDNN.cpp`和`MKLDNNTester.*`用于MKL-DNN的测试。 +测试分为每个Layer(或Activation)的单元测试和简单网络的整体测试。 每个测试会对比PaddlePaddle中CPU算出的结果与MKL-DNN的结果,小于某个比较小的阈值认为通过。 ### Protobuf Messages @@ -80,41 +163,42 @@ if use_mkldnn self.layer_type = mkldnn_* ``` -所有MKL-DNN的layer type会以*mkldnn_*开头,以示区分。 +所有MKL-DNN的`layer_type`会以*mkldnn_*开头,这些会在`MKLDNN*Layer`注册layer的时候保证,以示区分。 -并且可能在`python/paddle/trainer_config_helper`目录下的`activations.py `和`layers.py`里面添加必要的MKL-DNN的接口。 +同时,会在`paddle/utils.Flags`中添加一个`use_mkldnn`的flag,用于选择是否使用MKL-DNN的相关功能。 ### Demos - -会在`v1_api_demo`目录下添加一个`mkldnn`的文件夹,里面放入一些用于MKL-DNN测试的demo脚本。 +可能会在`v1_api_demo`目录下添加一个`mkldnn`的文件夹,里面放入一些用于MKL-DNN测试的demo脚本。 ### Benchmarking -会添加`benchmark/paddle/image/run_mkldnn.sh`,用于测试使用MKL-DNN之后的性能。 +会添加`benchmark/paddle/image/run_mkldnn.sh`,用于测试和对比,在使用MKL-DNN前后的性能。 ### Others -1. 如果在使用MKL-DNN的情况下,会把CPU的Buffer对齐为64。 +1. 如果在使用MKL-DNN的情况下,会把CPU的Buffer对齐为4096,具体可以参考MKL-DNN中的[memory](https://github.com/01org/mkl-dnn/blob/master/include/mkldnn.hpp#L673)。 2. 深入PaddlePaddle,寻找有没有其他可以优化的可能,进一步优化。比如可能会用OpenMP改进SGD的更新性能。 ## Design Concerns -为了更好的符合PaddlePaddle的代码风格\[[2](#references)\],同时又尽可能少的牺牲MKL-DNN的性能\[[3](#references)\]。 +为了更好的符合PaddlePaddle的代码风格\[[3](#references)\],同时又尽可能少的牺牲MKL-DNN的性能\[[4](#references)\]。 我们总结出一些特别需要注意的点: -1. 使用**deviceId_**。为了尽可能少的在父类Layer中添加变量或者函数,我们决定使用已有的`deviceId_`变量来区分layer的属性,定义`-2`为`MKLDNNLayer`特有的设备ID。 -2. 重写父类Layer的**init**函数,修改`deviceId_`为`-2`,代表这个layer是用于跑在MKL-DNN的环境下。 -3. 创建`MKLDNNMatrix`,同时继承`CpuMatrix`和`mkldnn::memory`。用于管理MKL-DNN会用到的相关memory函数、接口以及会用的到格式信息。 -4. 创建`MKLDNNBase`,定义一些除了layer和memory相关的类和函数。包括MKL-DNN会用到`MKLDNNStream`和`CPUEngine`,和未来可能还会用到`FPGAEngine`等。 -5. 每个`MKLDNNlayer`都会有`inVal_`,`inGrad_`,`outVal_`和`outGrad_`,分别代表input value, input gradient,output value和output gradient。他们会存放MKL-DNN用到的internal memory。同时还会定义以*ext*开头的`MKLDNNMatrix`(表示external的memory),主要是在格式与PaddlePaddle默认的`nchw`格式不匹配时,用于转换内存的工作。必要的转换函数也会在`MKLDNNLayer`中提前定义好,每个子类只需要调用定义好的reset buffer函数即可。 -6. 每个`MKLDNNlayer`的resetbuffer相关的函数(包括reset input、output的Value和grad),他们会根据输入参数reset internal和external的memory,当然这两者也可以相等,即表示不需要转换。只需要把握一个原则,每个`MKLDNNlayer`的子类,只需要使用internal的memory就可以了,所有external的转换工作在父类的reset函数中都提前准备好了。 -7. 一般来说,external的memory会尽量与PaddlePaddle中的`value`和`grad`共享内存。同时每个`MKLDNNLayer`中的external output value和gradient(也就是`extOutVal_`和`extOutGrad_`)必须分别与`output_.value`和`output_.grad`共享内存,因为PaddlePaddle的activation会直接使用`output_.value`和`output_.grad`。如果不需要external的buffer用于转换,那么internal的buffer也会与他们共享内存。 -8. 如果MKL-DNN layer的后面接有cpu device,那么就会使`output_.value`与`extOutVal_`共享内存,同时数据格式就是`nchw`,这样下一个cpu device就能拿到正确的数据。在有cpu device的时候,external的memory的格式始终是`nchw`或者`nc`。 -9. 由于MKL-DNN的输出操作都是覆盖data的,不是在原来的数据上累加,所以当网络出现分支时,在`backward`时会需要merge不同layer的梯度。`MKLDNNlayer`中会实现merge的方法,此时每个小分支的input gradient会先临时保存在一个`MKLDNNMatrix`中,由分支处的layer负责求和,并把结果放到这个layer的`output_.grad`中。所以整体上,每个子类并不会需要关心分支的事情,也是在父类都实现好了。 -10. 在原来的`FLAGS`中添加一个`use_mkldnn`的flag,用于选择是否使用MKL-DNN的相关功能。 +1. 使用**deviceId_**。为了尽可能少的在父类Layer中添加变量或者函数, +我们决定使用已有的`deviceId_`变量来区分layer的属性,定义`-2`为`MKLDNNLayer`特有的设备ID。 +2. 重写父类Layer的**init**函数,修改`deviceId_`为`-2`,代表这个layer是用于跑在MKL-DNN的环境下。 +3. 创建`MKLDNNBase`,定义一些除了layer和memory相关的类和函数。 +包括MKL-DNN会用到`MKLDNNStream`和`CPUEngine`,和未来可能还会用到`FPGAEngine`等。 +4. 如果MKL-DNN layer的后面接有cpu device,那么就会使`output_.value`与`extOutVal_`共享内存, +同时数据格式就是`nchw`,这样下一个cpu device就能拿到正确的数据。 +在有cpu device的时候,external的memory的格式始终是`nchw`或者`nc`。 ## References - -1. [Intel Math Kernel Library for Deep Neural Networks (Intel MKL-DNN)](https://github.com/01org/mkl-dnn "Intel MKL-DNN") -2. [原来的方案](https://github.com/PaddlePaddle/Paddle/pull/3096)会引入**nextLayer**的信息。但是在PaddlePaddle中,无论是重构前的layer还是重构后的op,都不会想要知道next layer/op的信息。 -3. MKL-DNN的高性能格式与PaddlePaddle原有的`NCHW`不同(PaddlePaddle中的CUDNN部分使用的也是`NCHW`,所以不存在这个问题),所以需要引入一个转换方法,并且只需要在必要的时候转换这种格式,才能更好的发挥MKL-DNN的性能。 +1. [MKL small library](https://github.com/01org/mkl-dnn#linking-your-application)是[Intel MKL](https://software.intel.com/en-us/mkl)的一个子集。 +主要包括了深度学习相关的数学原语与操作,一般由MKL-DNN在发布[新版本](https://github.com/01org/mkl-dnn/releases)时一起更新。 +2. [MKL-DNN System Requirements](https://github.com/01org/mkl-dnn#system-requirements)。 +目前在PaddlePaddle中,仅会在支持AVX2指令集及以上的机器才使用MKL-DNN。 +3. [原来的方案](https://github.com/PaddlePaddle/Paddle/pull/3096)会引入**nextLayer**的信息。 +但是在PaddlePaddle中,无论是重构前的layer还是重构后的op,都不会想要知道next layer/op的信息。 +4. MKL-DNN的高性能格式与PaddlePaddle原有的`NCHW`不同(PaddlePaddle中的cuDNN部分使用的也是`NCHW`,所以不存在这个问题)。 +所以需要引入一个转换方法,并且只需要在必要的时候转换这种格式,才能更好的发挥MKL-DNN的性能。 diff --git a/doc/design/mkldnn/image/engine.png b/doc/design/mkldnn/image/engine.png new file mode 100644 index 0000000000000000000000000000000000000000..65bbb41fbb389ff5f7906b0284ada77ac2dc4ec9 GIT binary patch literal 36180 zcmeFZcT|&G*DvZ;M35qgO6V$z6$l``sVIn2MFB%IA~h5tbP0$+P=TPR^dcLihaNgX ziBhB~giu092t~RfKqz;Gz2E)5=R0HEGtRi@kMG`b$Jm>_Ay3wtYtA*-n)5e*^Lc5Y zr^RuY|M0$j`#7|3-MG7N-+lu4m(0Qp{vyH}SqA>|2lB4g^?d~$f-~S3CcA68*Y@oz zj$+$_9|XU%KDqS(xo;mQ_!cMOk0#gb$NTn0%xK@ZcF)IheyBe|)a3o{HlBYWRAB7) zyz*$aWKgi$!=gW8haRfjo%C(wNm;t_w2@i=yRejv)2N6m%0{x(-M8t?&D%K*OfczTt#12a zf+CZa27Y}!JhFawdvS=88n_eL8Y_7RJf_^r_qL61LuSRE^9xdA`6pEHnu6wYhpQpO zooe)a`kdA70BUn4Yv^36|4L+(`i?31&H$_<=CQ8yxqg}J?jhrl3u^D7gNGZgJZt=3 zbVPlth+e--uV0W1+_*#Ap)Uqb)X|3D0%5(5_DAPyPn~%heXZrs$6Xftm+c|8Hr!|= zmsor^7e95OX3;BfvpcoAV%RT_P7vAoUboyRAW&GpQ_WZ^kNa7^)pq%j!N+ z-4kcu?##Oe(#5#6ASwJW&V`Oaj@yn)6Mkeok<+`rJ0Y@L=`h+VSwFbFL#to3^cf3X z*r22?raWD!inL2b8H1H1h_9UKkB-nLok1Rb-SQ!VKXB>up~S0#qF<0&Vdui&(Q-U7 z+QTBK-#^4yWR7ml<`uf|(`rVx3!bjDoU3UP39Nnk`-fJImauQe)Ag~iv)a)a*f$qi zVxm;nOleAKI1;ZAq-+cdg&{q75Jl zo%uCbGSiNzEM4_ptfP5(kD$D1BD=nOW|t{B%l9^4`>NP6nMZ9OE_aK?mA48$D!C}b z2NAM7!>+}Jxp0(Sz4Vl3Xng5s1FDg}D$d~;NA30+xd!Z%-XZad!LC7W?dUTO5_=>0 zcB;}m>Nnb5<${YJ8%`ZVrW^*Ak(PdV`qPmPP#AcRh^;Jv8V(n_j)T$HqNLOSJ zSf)9<+?QjlQw~tOV8b!x#aiUsK8K&UUQ6;e*s`t*FMx5c@B$-jv|8=B%dGn~33+=Q zQT=T|``xYYs%Fr1k5%oKma*!4XxrfjQX{87qx((@*uMG_d_=7hNC>t_&0IlE0lmL7 zfMns>bH82a4H$9iv{|%NOM?916N0Tr+y+7Cz0b_YSh- zP>v6$uDqDx=9Ms?F2HZjE;Om{xFNN`5E)g?F^_dh#ALW7ENd&{Gg}YM#L4SGrZhaB zvJsq?0(WVF@*I`BJ9K%DKjFRR$ab-+-Dxd#$A7P=#e+5T_7Yraieq=JqJAg@j(_Cr z3XeNA&5w5A;z$ot-)PaV7TH+}`yXWXk6R#_xvDCI2OSATKoC8){^*>eZ31%az+oNk zvlD>wVd8rq8Mi_&14(p)RXBb7RPj!~Kq`fIe zD9VtDeBwRexzQRZ;4}$MI2!LNH&*7%gWgI{TBwPd@=UlrP+iF#~op)q-dG&~}Urm+&Xh2!$kqVp| zSMy?OAg%NV^%swGrtSv8cPn+fZiz^5r#l57k!UO)^O<@zaor3?8#+j~8S+hZS{x4- zxe^=e5wIu6oe=nS%K|~YIp-=CLtoWV0inJC4j=2Aqe(nFES|DO7?e!o_kgYi!FBqp z`K8{)6+g-gs1i=05n0|;veBo$OvYHxW_@Th9hq43Zb0m zX{K=tWc`8UV5(_x6mq}g2NYR2)j8^pil&ipVzq=eB@yVX>In=Uw{*o=mc5tiWM(Z| zYkHC0RbaHLGig!Q1?TOe%lZWi)ltq0*(PnCNw#8Wslg!xJ`C#|dpQ~#3?V;`SL!S) z2=i^&!b~Eb{Pae3A6!RSmVd;JY!%>~?C0$`8l04)HcLA2GdxC7GGqATm8`jfy@ER% z>h*|F6Oz>0^)zALaznCy&BXFUD__AZL8LY%oFUrx!=XkRuolBj?3U?Wqb##qO1ljEhIX?M zsv7rC9fhU2I@Mseg=_Rj0`xexus;Th>9~fSq^7Ln8DW`rWtcm}K}u-GYCH7ujJbVi z>c@sBJ7Ukfi34F5tjNZQM5v10&%_^tFl$k)?6kg+E~id-wrp8D9@_TqJ!vJH1pIHt zTmh)dK5_MrVhbl3zv_G7G72fyRgR6zG^kJaoxXY73X)Qq8cq8A_p`N&RUdI{$I)i3 z967SY4r3o-`aW|uk>{=V>%WR3gkp<*8>2}re?L43Te#ArbOc^0i~SQf7&owxmUDtE z$g4f~7!utAqRp&C8y8`%0 z4K^=^)Gj!;U!6LOj)@be9g_FHZM?2{12XIx;DiNI`$`$imF@B;f#u%Y+pu7+wo3(` z!VS>b3dE8#7gDp00v40-ZBMV4;FVO}qg&J}Qptl$EJl>G>=kQK7tUgBV*f*FK=K0~ z*4K(XQ?pl(qWKQmUa340{D~% z*^KGygc&tJH+N3944#HmkVO8|4vmBAO@bo@PlgFl7&+C{4zUxFW^~zP}L1c17sHC+_?@M|=6m0=ZMf!jkDL zWE9>Mw^l)lcSf4;9j(!N+V7cVZ=+8zd*v zWWmyR^8G@*UCKH;9;B(O5nqF|G=)8;pQA+)2CfF@8x`euy~a)+Chp zM}JmoK=o6QGsqvnvG=9;L3YR^J0uYCY7Nya;>mSu1BfAHr)sb2=5%_ZqQDsseyx+X zA(c2$Fj|-S<2%w*k@CZp8~FpOw83uGm1fbQ#Q<8(LXU~n{ID-2x&4{=fr`f@BUXY{ zz{aE)d*Ie`(-3{Jeq?*>NZ_=k|MJ)NrQaGyREa|<+EC(E|5ot|r|WKr{|LaQEWC$s ze8+9^OKg(0dpW_-)5W?9zM`{vN6{?>;UVyg`=#LPtDWkLYTLiN+nH>pY@zqZ`|VQa zg~4pPK-#zqJQX7WPyZvV(+pv406}`6?Y+1QN0-N{^wl;pYWz1=#K4)9#RPW*Hm{6V zgh;u@Ii>X;HEmNx;)7kluw zt>p!@TeSI4sf$Tjw=VOeFBqQ?`O|tBBo|D2NA0SaBGU~02~0@&TXP>iGi+9V+9X

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