From d00a0436b1c562060b49aa2981be094d78bcbdf5 Mon Sep 17 00:00:00 2001 From: "Yang Yang(Tony)" Date: Mon, 18 Jun 2018 18:50:19 -0700 Subject: [PATCH] Remove tape (#11548) * Remove tape * remove tape in cmake * fix CI --- paddle/contrib/CMakeLists.txt | 1 - paddle/contrib/tape/CMakeLists.txt | 25 -- paddle/contrib/tape/README.md | 252 -------------------- paddle/contrib/tape/computation_graph.png | Bin 96637 -> 0 bytes paddle/contrib/tape/function.h | 131 ----------- paddle/contrib/tape/tape.cc | 265 ---------------------- paddle/contrib/tape/tape.h | 64 ------ paddle/contrib/tape/test_tape.cc | 61 ----- paddle/contrib/tape/variable.cc | 33 --- paddle/contrib/tape/variable.h | 85 ------- 10 files changed, 917 deletions(-) delete mode 100644 paddle/contrib/tape/CMakeLists.txt delete mode 100644 paddle/contrib/tape/README.md delete mode 100644 paddle/contrib/tape/computation_graph.png delete mode 100644 paddle/contrib/tape/function.h delete mode 100644 paddle/contrib/tape/tape.cc delete mode 100644 paddle/contrib/tape/tape.h delete mode 100644 paddle/contrib/tape/test_tape.cc delete mode 100644 paddle/contrib/tape/variable.cc delete mode 100644 paddle/contrib/tape/variable.h diff --git a/paddle/contrib/CMakeLists.txt b/paddle/contrib/CMakeLists.txt index 70e3a0583d..4b19256ef4 100644 --- a/paddle/contrib/CMakeLists.txt +++ b/paddle/contrib/CMakeLists.txt @@ -14,4 +14,3 @@ # add_subdirectory(inference) -add_subdirectory(tape) diff --git a/paddle/contrib/tape/CMakeLists.txt b/paddle/contrib/tape/CMakeLists.txt deleted file mode 100644 index 5450359d85..0000000000 --- a/paddle/contrib/tape/CMakeLists.txt +++ /dev/null @@ -1,25 +0,0 @@ -# Copyright (c) 2016 PaddlePaddle Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# - -if(APPLE) - set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Wno-error=pessimizing-move") -endif(APPLE) - -cc_library(tape_variable SRCS variable.cc DEPS ${FLUID_CORE_MODULES} device_context framework_proto proto_desc operator) -cc_library(tape SRCS tape.cc DEPS ${FLUID_CORE_MODULES} ${GLOB_OP_LIB} tape_variable) - -cc_test(test_tape - SRCS test_tape.cc - DEPS tape tape_variable) diff --git a/paddle/contrib/tape/README.md b/paddle/contrib/tape/README.md deleted file mode 100644 index 16c22a45d5..0000000000 --- a/paddle/contrib/tape/README.md +++ /dev/null @@ -1,252 +0,0 @@ -# Dynamic Graph on Fluid - -PaddlePaddle Fluid is targeting the autodiff without tape, which, however, is very -challenging and we are still way from there. DyNet and PyTorch provide a good design -idea, the *tape*, that significantly eases the challenge. Also, DyNet provides -a C++ API that is as convenient as Python but with higher efficiency and could -conveniently integrate with industrial/production systems. This package, `tape`, -combines the good of - -1. tape from PyTorch and DyNet -2. C++ API and core from DyNet -3. rich set of operators from PaddlePaddle - -## Overview - -We can implement Dynet-like Tape(See this [survey](https://github.com/PaddlePaddle/Paddle/blob/develop/doc/survey/dynamic_graph.md)) -by wrapping Paddle Fluid's `Operator` and `Variable`. - -The user API is straight forward since - -1. it is imperative. And it uses host language's control flow logic. -1. it avoids extra concepts such as `Scope` and `Executor`. - -All of these benefits come at the cost of just adding one line `reset_global_tape` -at every iteration. - -## Code Structure - -In short, the `Tape` contains a vector of `OpHandle`s. And an `OpHandle` contains its -`type`, the pointers to the `Variable`s, and necessary attributes. - -```c++ -class Variable { -public: - VriableHandle Grad(); // returns its gradient variable -private: - framework::VarDesc desc_; // compile time infershape, necessary for lazy execution - framework::Variable var_; // run time variable, holds data memory -}; - -using VariableHandle = shared_ptr; - -struct OpHandle { - string type_; - map> inputs_; - map> outputs_; - AttributeMap attrs_; -}; - -class Tape { -public: - void AddOp(OpHandle); // add op - void Forward(); // execute the tape_ - void Backward(); // execute the backward of the tape_ -private: - vector tape_; -}; -``` - -We uses `Function` to indicate layers. It takes care of parameter -initialization and `AddOp` to the Tape when it is called. - -```c++ -class Linear { - public: - Linear(int in_dim, int out_dim, const std::string &act) - : w_(new Variable("LinearWeight")), - b_(new Variable("LinearBias")), - act_(act) { - Tape init_tape; - - std::string initializer = "fill_constant"; - framework::AttributeMap attrs; - attrs["dtype"] = paddle::framework::proto::VarType::Type::VarType_Type_FP32; - attrs["shape"] = std::vector{in_dim, out_dim}; - attrs["value"] = 1.0f; - init_tape.AddOp(initializer, {}, {{"Out", {w_}}}, attrs); - - attrs["dtype"] = paddle::framework::proto::VarType::Type::VarType_Type_FP32; - attrs["shape"] = std::vector{out_dim}; - attrs["value"] = 1.0f; - init_tape.AddOp(initializer, {}, {{"Out", {b_}}}, attrs); - - init_tape.Forward(); - } - - VariableHandle operator()(VariableHandle input) { - VariableHandle pre_bias(new Variable("linear")); - get_global_tape().AddOp("mul", - {{"X", {input}}, {"Y", {w_}}}, - {{"Out", {pre_bias}}}, - {{"x_num_col_dims", 1}, {"y_num_col_dims", 1}}); - VariableHandle pre_act(new Variable("linear")); - get_global_tape().AddOp("elementwise_add", - {{"X", {pre_bias}}, {"Y", {b_}}}, - {{"Out", {pre_act}}}, - {{"axis", 1}}); - VariableHandle post_act(new Variable("linear")); - get_global_tape().AddOp(act_, - {{"X", {pre_act}}}, - {{"Out", {post_act}}}, - {}); - return post_act; - } - - std::vector Params() { return {w_, b_}; } - - private: - VariableHandle w_; - VariableHandle b_; - std::string act_; -}; -``` - -## User API - -```c++ -// Model function -paddle::tape::Linear linear1(3, 3, "relu"); // init weight and bias -paddle::tape::Linear linear2(3, 3, "relu"); // init weight and bias -paddle::tape::Mean mean; - -// Optimizer -paddle::tape::SGD sgd(0.001); - -// Data Feeder -paddle::tape::Fill data_feeder(...); -VariableHandle input(new paddle::tape::Variable("input")); -VariableHandle label(new paddle::tape::Variable("label")); - -for (int i = 0; i < 2; ++i) { - reset_global_tape(); - - data_feeder(input, label); - - auto loss = softmax(linear2(linear1(input)), label); // compile time InferShape & InferVarType - LOG(INFO) << loss.value(); // Run forward up to loss - - // Run backward, store gradient of w at w->Grad() - get_global_tape.Backward(loss); - - // Update w - sgd(linear1.Params()); - sgd(linear2.Params()); -} -``` - -
- -digraph G { - - subgraph cluster_0 { - node [shape=record,style=filled]; - style=filled; - color=lightgrey; - linear1 [label="{type: mul | {input | {X: before_mul1 | Y: weight1}} | {output | Out: before_bias1}}"]; - elementwise_add1 [label="{type: elementwise_add | {input | {X: before_bias1 | Y: bias1}} | {output | Out: before_act1}}"]; - relu1 [label="{type: relu | {input | {X: before_act1 }} | {output | Out: after_act1}}"]; - - linear1 -> elementwise_add1->relu1; - label = "forward tape"; - } - - linear1:before_mul1->before_mul1 - linear1:weight1->weight1 - linear1:before_bias1->before_bias1 - - elementwise_add1:bias1->bias1 - elementwise_add1:before_bias1->before_bias1 - elementwise_add1:before_act1->before_act1 - - relu1:before_act1->before_act1 - relu1:after_act1->after_act1 - - subgraph cluster_1 { - node [shape=record,style=filled]; - style=filled; - color=lightgrey; - linear1_grad [label="{type: mul_grad | {input | {X: before_mul1 | Y: weight1| Out_grad: before_bias1_grad}} | {output |{X_grad: before_mul1_grad | Y_grad: weight1_grad}}}"]; - - elementwise_add1_grad [label="{type: elementwise_add_grad | {input | Out_grad: before_act1_grad} | {output |{X_grad: before_bias1_grad | Y_grad: bias1_grad}}}"]; - - relu1_grad [label="{type: relu_grad | {input | Out_grad: after_act1_grad} | {ouput | {X_grad: before_act1_grad }}}"]; - - linear1_grad -> elementwise_add1_grad ->relu1_grad [dir=back]; - label = "backward tape"; - } - - relu1_grad:after_act1_grad->after_act1_grad - relu1_grad:before_act1_grad->before_act1_grad - - elementwise_add1_grad:before_act1_grad->before_act1_grad - elementwise_add1_grad:before_bias1_grad->before_bias1_grad - elementwise_add1_grad:bias1_grad->bias1_grad - - linear1_grad:before_mul1->before_mul1 - linear1_grad:weight1->weight1 - linear1_grad:before_bias1_grad->before_bias1_grad - linear1_grad:before_mul1_grad->before_mul1_grad - linear1_grad:weight1_grad->weight1_grad - - - subgraph cluster_2 { - node [shape=record]; - label = "Linear1"; - weight1 - bias1 - } - - weight1 -> weight1_grad [ label="Grad()", style="dashed" ]; - bias1 -> bias1_grad [ label="Grad()", style="dashed"]; - - - -} -
- -![Image](https://github.com/tonyyang-svail/Paddle/blob/cpp_tap/paddle/contrib/tape/computation_graph.png) - -## Code Reuse - -We want to stay close to Paddle Fluid as much as possible. - -### Reuse All Operators - -As all Ops are registered at `OpInfoMap`, the effort of adding a new `Function` -is about 10 lines of code, similar to expose an operator to Python. - -### Reuse Compile Time InferShape and InferVarType - -Note that all the symbolic information is stored at `tape::Varaible::desc_`, instead -of `ProgramDesc.block.vars`, we create a temporary `BlockDesc` to do `InferShape` and -`InferVarType` every time we `AddOp` to the tape. - -### Reuse Operator::Run - -We use smart pointer, instead of `Scope`, to manage memory. So we create a temporary -`Scope` for every `Operator::Run()`. - -## Possible Feature - -### Release Memory on Backward - -We can release memory aggressively. During backward, we can delete the OpHandle once -we have finished its backward. Since all the variable is managed by smart pointer, the -memory is automatically released when its `ref_count` goes to 0. - -### Kernel Fusion - -As a symbolic representation of the Tape is constructed first before the actual -execution, it would be possible to perform graph optimization. One use case is kernel -fusion. diff --git a/paddle/contrib/tape/computation_graph.png b/paddle/contrib/tape/computation_graph.png deleted file mode 100644 index 6cf5ead735d5d18b204b079771e53d44483cf016..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 96637 zcmcG01yq&Y_a-VJk^%xsOM`Svie5?SZlt@rL6J);-5}lF4I&^?UgFXv-5}j_uHW~Y z`L8vzX3eZM<62(0Z=L<_v(Mhoe)c|uD9A}*p%bGcAt7N&NkWv6kRFhO|7U3T!4VdG z9BT06fzxX#6*M%onI-u}@b#JVTMcJrJ5y)3_l_n=X0~=VCM-@yjwU9yPUd#b`w!Yh zkdP>mq#$A{?x{O-e%{(Ht)d5ReqSDRAy+*7^k{%=%G!8d=sYT1Y-^6#MCJyj)1hMD zm|*2JPSRuDU>PbzyqHXNyfKkd@&02}2m1#YQgV|p@g8@pL3WHve&_qkr?Xsqjx7Vq zq#=~_M#onY^&EAs+whu<8V}*Ssd%S9FZb~se0GmK)}1WHB_tjJk&%98#=G1@{NnU5 zivaw1HASg~_#TV(|KRJG{GXQkc~1-+$4}@g+S*=lO|!}}pufd0ed5KfUT5*rxfU!a zi`?ei$vr*da8)oaDd!Z5*gH)z6k;;6ZoecXBn8D^Rw&?v0xwhz{6I4KVE(`Rsyq%W z`XY1ed?6r|E-7xJ8y3BZb(w1FHy=?S=<-$s?R6ur>auDp}_lfb}tAx&I6iz5M9 zEw~9d+Yzf`SEE$j=M1a(^~%_}IfWm-nwl8>Y=A(62%!~v)oz$&PC@i17lN29({BMA z3Q;c4z;Sz}7@tpzvsuzNOOkeFIgU$_k^E*3VXXM84?kpXRQ$A(>La=!{5)*3B-QsF z!jbsfXG!fPxy+vKb$79zmrydDm6um@@!&Unfg z+Wc?FWTV3O66!xpD5Yy`4&er@6zMbeeSe%sc6=Xz-+F=;}{Wb8RhUY;TU zk*phA%JenKH-^cgn4PSvqYkR%)$4Bvn89p?6mlk$Yx9bQfOK!7ctvDo$>}cb)e7 zS~gXt(V=rDk=^*4frIg63|ce2bn%jLmqwK}5Uo=2Awnr_f!k!#zOJewn=y)dRQD=F zuGT0>UCy{=XqRKi@p4)=KH(p3%03zy$HD@LPn!r8Rc!$-@c|D6%(cY_bC(*2`@h^V zd7Gs$X-7Sz32gK}i-)?MVXf3oQTG*n`BNWO#71tp6v7!`eA!^q_C|$R#w!0+sJoDq z6*JsoMRJo&?h`%v#V^u$ajQe9Z-1dKDtI%whlI!>Q0TVBH%hwPvoyta(GBDd#6_PYW1i@@pi_p9|7BM6AV>J||q6 zLw}SPG)B2m$k0C-4A!)PIHguZCI4<<>bsSmQ*2eGL+8Gg8u=%sP&-?mQ3W-t`Yot4 z9B#TBmJ~hi$}eMqr4`NfG6v)@SC=s9=NG`Z#Mt-9#yGv5e4v=P)BWh)|)#_6}yZLyvTyczDT+ncQ3 zUnQG~4xz_u4l1AZ>ivna9pWrglGn7vLefSN`aNbw>CH%sObX#}CL0=jeEjgbu&x+* z%6AFLFc_>aHKBhMo0Ok@ZoFf&A9;toQ23cmab6;afItzl2nT#X|!s{hKZIi4x7OCNQ9X%!@ZQR9XFO?bmQ^JC=S0q+X4B zTU}XMtZgPB9bK*vY%A4is8WO3wT^8vpp`!w0-=V(`ttRjel2e}v7o*GWU?0gzQ$ zG5z7(0MA7y^eOq5u+Va&SM7g1m!0m|zQi66vVQIzHB_k%G3Sp~DQ%NWd4lol@IJdEB&gHBn9B&ON04P!kx0cUd4ewk!xo6k|qo08Ld)MiOz_&Af$5e2V+tq1FCY1=rh-YAZse(5XflH;umwHBQan$ z9arz+mO`KC>bnYHi8_XoJJ$o85(&L<1*+E4?jN|D?_8Z8*qymd6SM5OV#sS*Nw_Pw z*ik-DUagqOP=G>npygaF=iiRts?tE3Q4XryETo-F3aUi$Ed-$S_MzXSIA;HXIsGCfulG zxkwGN9%_lkH=E*ShYie@bWuuB$B-5K596jQP$+VY;tL!T8mbWwZ))aiDV7UtHo-+rJGSAZumJ<1wKeur(AO$zYuK9qDw%-g9rZZuK* zv#gpD)!6vzkxPwRE{guSLRb@w?1{FEMMn12{Fct{VK;U#a~xEj! z&frXPx6gbAS>_|Vi`7IK4{?MQyyWHWuZ@iY@oWxa7z}uzxck*=`IHI7yf5eL$Jd{m z`yg@ws@FBi;nsF`k&=Vm-;}B!93e6Tb`D5!jB;=`xmU5wfM6@jzV?~&|L|vZ9YsP2 zrISuhY^^Zgu5>g!Jg0Lj=o9W52Zvvwbd`Xx@;^iI*!+pD2)_9r#+-lsh+WGe>NXy@ zkgiw=X1P9;X3KZk_+ATu>Eg1cP#44_VwBR&T?Tn32DauV?bQ#Q( zIz1&8GA!tNN06$88PEH z$=*o4qA9hxuJJIAsj>JIt#EG{_(BMvcQ)dBF8@mfR?^A_=Plm}Z43ur2DW>5xU>Qa_6X7G1~U){6Zt@(EU;9}?7`GfQgR~_H30@A%S z;Ly4q_(Fi4{Wg{W*8;l~%@I|iS+_g~?^)cKGgWEgj#@fY(u@hr?^G=I`Z|WZXcL&JU62qrBVFWG!u{ZkL*GcNBZUvHz zL9=PTkU7^FbHS5OyCaiqMq!r3F)t{m>F|vrBPDY~6H6Ewl&utgfalV?t zgrxS(>{_ct->baiCLCDNNk5JVj3ho5Qq+rx7EoBVKh%qdNW@3-IM>U z)k$Ivd|yR?xyy7;q9}ZES3pRrJE_H2-H3w`HS*&NM)>^f&Zh8G-nKLoFT0_oQzFz^ zEm-!-P$=~ac7D9WD2AEK^o2E59L1H92#hbMvR11%i8W=#KR5%1>73+!n~reqpe+99(Xf*Voj*gm^aW1tmaANKz1c(U&Dsw~vNCIT!YPtF1@-(Q%_}WNs0GDd zGQKZUTlcdl~gbLoz=DHPJxhkUlPm;LHbP7KKW4)H$N2Hv{} zfd`E1_!%G7E%ebA*=dZq+nX=jiG)>t@)MB`TbZf||l*ArNE1@>S~O#B1VQ`7j)q`3h*}^f zUG2BGmjn$KqySewZB_2ls8fOw;83F53^(U4)2v=Qf0Lb^O&rl<&OPLfKrqX%NxV)J z@kHcl_=dhwnwevK)P*vFjjJ`990Y}AgjJ3r@3?9A3cT!|%)5%@ag>7Fe|tly%}7=<+TU(SexIZO3< z%EsZO?4a&5DkW6vbhYZKDcGt5ulAs+)6v!|>E~2D6EjOS$veAkk*;RNt&NT2qg-_o zrXZpKuyv&b0nA5z{+w;ynQ`G4S>*d6?_bioI-h%1PNRWwxgy`zj3klTHnX302>ni( z-6dqPcvqG_`O1?4x8g^L0kg#SXEQCXt>U8_=x>*O`ivW7caJWp@S-yNEci%01rOtS z6H1p38dyonEh;WvKd;2{LOix3yf}7{h@Yi=8T!MZmYA`Wv^J+VB8XvV!`d#=J*F^q zM)!2=c&~YXZ>pL;rZ3jZ0Nhl-8i!X(7r=!EklH9rGPh`JZ7_w;Ze9q>s7r-KyDr=X zL9fN|gk_C$3v8EEdy7zzJ1Zx_%XIsjfYSZ@lHY27D)NxZ3=$83Lb)N3WuamOujQXP zgmDYCt7;gMkkexu^pGDmx&7>h0#sseru5umtRm)fxVL=_ns@^pSl$0pU z#HU42RcWup8j;f_%pqj&L0qWB^xG+UaJTh57F?TGE75g(@+Y7`; zKT{!22^XLexZWLF%HpPpDtt!^#2%oH6SU%4w-^7s(5N8$u=|WIDi%`F4qHxclaSg@ zZpr*I^DV+lAr953H3{GLejb7n{N<%jYtG)>^cH3^lDY`O0Fo*u%o5dsu6&`=-k6dm z4;^?g_$;C-IT}wSB6{@V)b)vtWriFzWrD&CM zZ^`Aoyn@TSM)w{aua8&qxxFj};eScEO{GwD(cZ$3SovmT~sOXT3?(epYusIm6q$K3~rt@+>HxP@G3R3*6M^nJN)bl0dCr%U|{K#0H zdAd2TV42?bu3sys%`C}yW>tW!gXSa-ugWt)a=2}SnSnm~&z zQ~0s}IFbbm2ow21ulQM>)t?Kk;FgeA`B}8VlO8!@8C)LA7W?jYOMs+7iMHroT4YR+ z#3ssxNITRV#>(#6T65syn&3-$WX@PpQvD`o5f9C;4wZ5DyYlm8ptd5BHF_pxR>hoS z&nsag8;t(zk3b~Uy|^|inmX>trE@~x&!<10#qWBVf`@qUnOSNk%)G~!>-6eqNN_*& zMOni}Rv2s3Mi!3Wc~?mo3X;ENusP4NGq0V*(W`a;+4&jM#4*A1HMQyu`8O->{x7sw-0#mP(@Ys$?9f)hVRL^y1viJIAF^4+?Rqd2$_FvpAhLfM^U25 z#4~GF8TY*<(*1r(2b_Txr4~mA#_I>U9%7bX$FVVFo!1395!{r8ihJx(lQd5+) z+FH$RS!aohHP(P-GT!;o7vjj(X9{`0HczINw4y`g8XhDrZaL>Ree>0i&W?t|@m=K( z<~pZj$|tr@E^}oP$ZrfY6($>Qn4BRQl6YYNxZn+&_v}r|>XYX!98sKAUCp zJq(K=;cL78({EaRAvrR#DR&+M>^Ajr);MNAPS5WLNylh$(vK=7Dr@-3BZ>Q5LP2=)121wiv@zwsP+zR4b3cG`5K$2-h4EKCd)KbA`v zWSD%{B09YpLGF;~)Dx4Pq(O2cci<`E_{TpLUmFur_pTIt!%9Q85vQefaR9{k)s4?I>;kdX2B0 zBV}+x*KH1qZ??jq^FG|xhCCa*Ezqt8xt05@j36K z!3jOD(*9LL-5wI@E&eesfwc{V?lovNyOzStb*fDV4}&B3Ym>7; z{bzg1EW>9l$*j(LiVE$U3mEq1WP(kzDo1De0a8b5uuo}`#B%~nqSDi|ye8+szE`B5 z)5aIL?B-jx%bNEjL@#0bw|^1<#VQ}aD(|zU97e>px3e?b=5s}JM+Us~I3}#f)1Fk~ zt&~U={hR0bA*=7?W{!nT%?OLj%k>)_P54RUO+1!+A|B$9>$G~F&?e|mg=S@`45jM> zlXduIr7FyyA|LzxYj5_rB~-dQ8a_sjU2l+Zf?rfv*tnK#RR%uxefGV83PsO5aYX(^ zeXgmin|JJInb2{<+TH@j_?uEo6@UIWA&V_sbwE${@4wJ2q3eULV)b(PrZf5H^^CiV zjA4;0Yk2NGq*u8efs`GEOCGnUGj@Kfaq54kz=G>RTqSs4eaPmuldRF_pslslRz3PVHg5u?#wmUho=O}6{BDf3LXD?<2LWH4i?5y$M@ia-_^{5=`xGThu4`MO&^t= zU~h?nx|U|_+HdM+Y_(h59pvRd_pbuAzt<%K;rHVoNbzUjpQ{hW_?lgJo0dM2kb579 zMW6~stC!VUO;oWiIeVXXQTPJuO844pWb?b|&s5mxd`Qvq=jRJeB7mqyu>r$6YJTx& zm96!7WNW-w^rBC`Y0lO==rNMP5JGEuCnqQMbFMQ72kf{$J4O^<*N45D>Hwqx_5$62 zZXiQc6fZ>RWK6k!!MC|Jq8wT6;WUok_$B`*~6+n-R z=UVp$3aY_m14+EM3iI1;Ps)uh(Lt#|tmeLfL3b!Yqt4#-(J&uz#75hFq(qs=rHRV9 zD&Hq8dA;!R8+?>~+3^l8gm!g9u8&p3K{fE#yfwhY`J4AuWsAo}fK|zhT&(c5UksAi zwJ55p!U=#$J)_i;4UCpOJ{Q_e2bIJ1BNulevVcj0HXTv4mz`_2JP!Gnyo|rMh9_&yT=uN9FC=i8SYCiGQT7^?o%r)Gbc?VSQXE?}Ol!fI{`lnzopPNFE{? zU^5KIXO2D><=3#Z#FM+a37TDGUoc+E*OAETV)+Sw#cs_-`cpK>I;XlT&M~OVc3Fxl z3Q+ajva+8F)f`9}JAFIj@FtEQb@`JkzhE^zs&ZPIDAN|)Vx?zZUoZyF0kW7YEXBwjyx$X)8Y z5T)}LA`m0Eh+FmEkJ&A{ejPtxFGpyVsYg*o9LgV`@`FU{`hDdtclvHV&&!*vjU>;l zv^SPkR{PESZNcQ8KbGvh&zcuZbg>cRJWH-+TEWXycnv?8j*iY3PZ*w|vIlha7&V>r z?qP$rg40cqq9AXm0S_g^vpY$J58rV}Gexm(k<~53x7}0b zXk2^oHS5#q8Zf*nMV~^k8K3NIuqW!=tGD3a*pftVOPu7?EBZm-Ec}Sk?;N!?_?ymi z{B7*~P@!_gCqrwyj!DkabcB(4aU+sh&D7bj8J{$kPY$B*5!BQ7216pB*PhDEr6d^cPRYtiMl`NmiA7ng6}D18y!Fqrmv|#v+rR%yJ1ZTIlXZRq+$iRE(FdmCfC+ zAU_S*9}nV{voKa!o=D8mQT=w#7a3J0D{H^K1U3EOu1cS)(_V5f%wZQ)q{IkQW4QF@ znOET3{HNFNB$4ca8N5Qwq4qhL63L?7*^?{X>glWVox zJjvqf48;2~bX_)<8N)ZD1_|9(+2ip$3_%^WCq0m@JK40Dma#z+4 zV15nC`QLxMN?J@avtK+xcd2_yclq&UX158ExiP;oXOp*Hv1{Nx`9Q9w`!LzVl~*nO zi5RZuS8ZNzUFL=a{brm+G5gaq+IN^=f{h~yNri1zTIH%x$>adCETVBLi<;^; z$>8PhUmXXBcEWx1B?Q*IF_e?nZSf;3s6wAUkz664=eZ^nCd!#c${Try&2YdKdya$% z!a}7Xp;=FI-)quR4XwCp%6UGgq)L;USXfwq!(Bnl61m!`F6qAqYD!%A7=a@d@216X zB}JA_JmunOk~WT$$6kKu81?5q5igR`2_3~NTwbGBWx?H)%MSCxQy<6hln!TLilRvf zl^$E)rlwK~BhC~P93r8+dgMeSZ`<+c*|BHjr&Zi6BQ;z=XV&m3uhbAvr@e^KO{i{4 z^(^10p)YaGA6+%)G@!M2w6wHryVp;56{qt25P1>8+@3lNDWtedDVfGLRacMX8r99`76H~@P4r(e?iwV~v z(kf$^UO@Q0k9>K%l!WEa1pXS@4?`o*_T4b)@DJTL;@cn+#xY(@{ng`Z)fqQCzkYq` zT0&q~zz0}ay*QDf2kjxTN$34qkB?PI6(ir>FjSQ|eyT*x8%^p_IEsFa5n+VSNlcYx zVfA|{C9Uq0p@7Hip6rD)r_9}=ITtQ$bFTYQfrk`%b0?~p{98?tDdf2jk)<=h#^Eci zv=k8#l9MpxzEdN3*L%`M6nlR&T-GKnQ^Vb*%bt@ZZO^4x)yQZWP;wPsXM5Y_?YAJo z_&aAYDIwt9pWXD1oV6Du((BgQUMSP<0Wx$h=aOVsKVe!YA6-rsr?!Amh1 z8@6@@W)C{<{17OO&#|t11wq;Tp=9%%43o?fUX(i!DN-glOx#?`$#cpf*xCFJ{F&7+x^CgfXi>Wh+}~ zbUDg%ca$8_Yx6!lpTTIkz1(hXZPmZ{slK(fMaQaF;nU-}XYbvW$1*G`S^+{I%dqvF z*o3ccOSVa8=IYp^{cjz^GcnVo5w!K~kcbIl99zG<{new}!%HioVZk*jmz*81m(46m zJKJHRl_vFz*xuXK82nTtES1SypX#m8eHrlNZDp{ej#zE9N@A2c?H5kf^{%#mSY0hF zB`~kKEc<;cik)s?d|BfrirdS^K9s=+^T(eT#wGK%8J3xe>1%6iGfVd<8~aUUSGmEE zu^G{${HA_L(~|{^)9Xd&17=c4C-5W3p~| z;kbY^E28>DxL9dT_(`<*sT?2YZv0Qi*mUA&gFM=b0ahiRWnbfL28=rPJTv>g?2yoJQmd8WcYE;(mAU*r zl1dif?+lvI%Is&mo6r)&o0^(>Dg3UBLB9aVDQ`sYjzm3gAj3nT++k|kInjtQrNPgb zAU?8`u3<{YTYbMkhlhs;NBHS+vS$9*J%YSpxGmNFicCG=@Op0g_QJz%HcM= zRPbnkOY|^A{(4Kj{o5=7(yO;gC@^%S$g{b9-!rfxng>m1+I$3?rtcv!^)hQbM)r3A zJo1n+XQ@{07Qp4Ex*%^L4Fo_|dwgt6==OY>;=JP_$hevSv=4T934rWJaI$!OV&d%N zr1f&ESpWJr5q+Zs8K@c-|2fv$oo^K+#ZE9ONaE(?d<{WJ9pY;A5bnA^uS=T}n4XS6 zz-FRXQzN-Dpyt}_d*g|K$12U7kQX01JC3~RVv;TuxQ4BH?@sI6)0V>aX6pABJ3mld z{t7ldZ>k=Wr}OsDk{cA?W%7(Vfp)`?`&o7?l+j(#90J&m{_M{pmp`aKS0ILN0_2WAuWRDHy91oN zgKUbM4TL!j?9ZYiDGWX?efo+-a3CDv+esGAd)7tH8Uf_`D>H%>@;67}S_8R}W{r8& z=;n7~ZlsQZS2c!6Fm%&*va*9QAdvu+&*|~;-=UcP9ZCw}H$VFxQ@1a)8}(u%L>%ye zs$m)&p(MV~xEL^lmuNb5Vez#91XE&l4=HgO$k97pTZkOrG~ zBk}6{C*{M;(|s>DDelgDKa1Y-Z)<@D1z-oLzk0CWp#>gvJizf@eW4#k6XF8;5u6CK z2oSRcRqOZ;($p5q@gk7u;L41EqzoArdXE|H{u>frYxj%Qg#GqAUw9A@PZo&xHG=Hv z<>Eupr`W;mC#7~boAQ2!z{)#FKLROCOZ`jh>gwX-2^0Fen;s+izeIzD27s!|juncv z&1A(=Zi1dxyRR^!DQS%uh*m*~HW0yrap^6>jBy_+mI%nC@%W>(zlj)<|E529;%RLl z`r+aSoZH*8cE4kogeK8_BzCudlui)1e({R(V9?IDT7$U?Ort^MKWb;{Ev=s~n%LfN zSjPSz7z01 ze-$u=1#~%}C58eL?u$+w-wLoocM!J_Af62deb=AB1_+egiER_aWHNsOFP%l8Qewb< zKALgse0928f&nJK6k&ulfuXhLFsjeJPW>$P6`*WxQ1=?xSqj@L+AFZUZ+^Zgx1Mc? za(Rw~RE-BzX>JrO?Fu-AIk0jU03)^Fxy|zTr9}|(j*q|Rb1g7NutzV~Q>jC#5VK-R zfmlP9mSAGycEY)a8o(<;6jh!CA#A1^^Ph+QTz3{g5o-VoPy;a?{r^~Wfj980XY*eB zfQ5MQPUjv{D&9ZqF$8T_O<_q(TRTGBi1M)k;x(-U&AU4^YQ7~?sG*6V_Z0L<{yM71w`@2-kvGq#*%=)W@bRx2u7mtJzx6ky@4iN!PI{(D~o(w zY7nmh*j0Lw!$$}q-XRoWgb@f;W7l?ea})jZgF3MR@Bx_rSYLHN@C0gQIv#*B15F!9 z280L`ve{wZo&`$#EPSdVl7U!duX5ki7#fsJpkHZqG8yA$w1a{7BoXR zx@p4D&=3|0@AXN!A7UzBy#;q5osQ_>Ia0?6+nPIV8NRdYjI)t@^vV6ub&T(1Tw#4~px z4SZxIe$*@ilG@r@-~*;?0pkUN3}EGn{)#U4xO5VbblpHoSA^>XBO8J3nA`4EEJ0w?b~dHVRtAX?|>Hy_|Nf(eYlt7DWNC8iAbR}#`_{lq z0jURQ^)E*fd_kRKf1y1CF~H7qt;zs%6sNvWf)|Jq2f!$)|2eLxt{x0diG%0>eD5_P z3W3+~7Y0LAloJeaAjnw1qm+de$Crq)*@06)1)7S4ZJ!Jd4*tg~03m7k0EWJn?sqfc z=d)AUdqBa9q|)dKM^Rw}G1MznF28qq3RoQoSTEtVD%l?%;@tlA*C?-47d`ayM`fL# z0PP^I9TGYkNU?3&jFKP+8u$&`41A6T`3@5w`fsX%Z3Uocf}e_bQ*!4AP9q6z$GHSA z)OHry@BSh=nYh1n;{6U%w~>s+joQB&q}O#CT!~xVxc182uzzi4QOW+0~QY|9!xoQ7-hsSHgS@z&Fm?`@k8dq^tj z(Bgvet@qUM`Boj=Wm5W!*xrc6xVVf-8tkdWus>Q% zYpa2MM7uSlX^tw4OGn5A)%{LB%Ln2dLJHh3=XQ6?=pICYoeC`-PAWf6dyQc3u$?0h zo4_YWP)4j_r|uRAum0zmEaiWCo%9=2BYUGgWb9)m5-Bi4m)=G39gr4AdtawLsroOZ z8q}u8Vej?e$>nusfMIrP6wT&=uG=&wD8%ZNGtf!YwB!|hDV*E4`E9o77tjczA{Lmy z)UzNq?eOjay*~+R5vL-)V-2?f+ey;Qor45qgZHOE zAUe-epr@vxscLVUooMl(&?lN|KPX$yY+j{-&pkulS=@+(R2GRKmbS)m=F1pRNd6KN zJ!PV9*k{}}$P*n+yc--HmrN1 zl@%}kd#){@@=6h4P(kTsx)B_4@@n04hXq8TrL)BB(Uld%wzD&D0i z0^5AF?d5qRE1;y@23cE);dAtao_R6f8psc{_1Op=7Y%JyIJQBU$`fd0QW`1}4^D9; z>42g1$|-V*xvf_e^KEfHUZr|d_#HVH7gm^;I@*8{(MRyu22I)IBZ?Tpg^a&?jGPUF z@`x1}Sn5SvWGYfdb84!xCq-)dET4F$=gjUoER@vOHe0i1^m3CD813(_7FO5sT2+Va z6K;mnbIg=#F_Q05kf^iBvER%6+X_>8vr69(cBZU!$gMfEgF2!~1|D^2|5`wZ zpSbkr*FDg*lRn@Pnnj5o3;SD+!SS`<9LX)gNIC(`i#z#(X`v3NO`ZZkJPw07fGSc| znMtJA*_;~zN(xDu4jJQ>-jJ=#-_|qhDVBx@3zs|hBhA}>RhUsW-GV(679rXtarNyD zUOAmL-iN)FjT#)$HgQX-qQO4=^Jr!(}ynIm-cJaYa_Rf0yXxNOv z_i(l6f>cph)Na4-roWZ%={hdV`?hv$h*sZ0-(g+@CDm7KF47DhOr@RPzehwEJMxBY zfBoazSYN9DvSFl{9?=Nr(RD-8)-Dq7PRCJE-{7~u*Gipw$TWJLov`nWbs|`AJO4x; zTWY$0ri`Gc6=NFr^PS_qm69uEl6#ih!~IM7JFNQ>-yf;#!YEJdG$=x?<*a3F{0j9n zOjlqpoL>VZh+qZ~B+SyIn4R;!RmX?eqzwA+$M=AD#7ADT(!V0!er;M0gDCC}^2q*)u$I*zVFh*-k7&Xk#r_8pcoUHo{RFHI>cfYs1fO9b z{RAhlK=xJJ2zZSl&?Kh9^fxQp3<6;oq|BDe%F0Ke42NzNh{V2*7?Ibt;I(=EeSgb; z1BrVu0oYNNLR8Qg(1VGsczHvtj`KoIM830oDq+>nPfjdDLlGxECR|1xUmYubs@I-$n{J zu{9~EjkwFYT`)9S^@1$726=(rrfeN54@5Fs)ZS9q*I2-Y!8orcW zE)Q7a!@p>@z)>cFl{O2pf9UVEsRmAsDJNXMif+xiiBn-i!v7AUMisLL9+_{iw-~pvzTro8n(}Qi@9Ns*`I#RIAY(m}<7g^mOA2qSEqo=xUW}*se0&#+ zD9wy_Slg;H)9}156RkaqEwf~{p(8}7JwF(CT9zQG{7*Z(01-|E7C;~%Sep8 z(gOP$BS}~JBcV_({#n;np)Wu13O6BI98;x2xKTsKgk#nM#duMRq1c$DTqY;vrFwS1 z98%>f`1mYUBKab3`Yd%NsiiBK>!T@t{+JdY)wm}RWAYr!%t>OdaNLxGm|0IhC7^+> zeum$beAuc$gBeeeHR^|@%@AQ5^EgPQHN{8-k#K=8#`LOsK#iKxg@;Z9dfyVnq;pS7 z#pb{^rU=x~e#ZcJO+^{%L)!%;&;+L{R!)0ztR2Hor6hmU+WX61MSxRHiX|$ZB%dh~ z3VIm{Wn{ok)fMZg8d@qPTB$75UQ9nC2RV>SQYQ2x=)B9Bg3Zs(P5z)ofh%r)Hg zq9#^@4uv8K3ZGaP0)^aj(|pzA6MEWw9-f+CdjewOBj(sQmX0V8?c5U&5@xtKj|jVl zx#dVytX#im@i6y%NKkCMu8Pm00)~9-Bbw2Xs5hymJwHqDL)EzQi;F@2zrUeAJu~z9 z+SlIRzURe#gOb8R3(yt@3TlXM9Y8OSOPJZ%z&&F^a;SLf8tBp9IkL)o7K=$>d8RY4 z^^K1G)=mEAg`%GSVw~XgDw;H|rY^l=lyh%xXJ{q#GIcT(>=^pz?*i~Hb71(9makhF zXwY%K%S7cz_bfGy>|agZ_ywv55sWViUL*KB;48y<#1e6d<=%jTpr!Ktq2CopT^t-% zj^Tp+Z&aSX!wl!Ht4;bZP5o@GWS6R;wS0VDp1Fq-iO4n&VytnmR3 z;)r!n`8X_}n3(VbG*bG7Clb@W=~9Edr^z!VI@1el$HH z$398FvaiOTMiyXS7@a2y{b{{ASK zwuPJ$LJ{feY4>c|wYH|F*D;oYwAqwuHl+_A_mS&o<%|=-WNq~;{2YBrB|rWs<(Dz) z$J*oO&81*Fnl%nKfm9!a`h#i($|QGTk};RdKh5~g>Rjt5$Hzh!D>1#Id^Yy>kHMC( z_s-5L*|4V(;_#r3%_~3#-yM(2FM9u=2rRh%FLT{j4)B9!G#>7Kl+*72+9R zRTj#uJA;3Vop<%pK*Kp_!R!~HEgIX#h;IqTqf~s3Z|}hgH`iZBc5(oH;s3|T0(Xl{X zp6aodguiO&Z)s4e0o_0_&69RWrmx%D-6p3^UtoQTZjnhvxvN2$i^n zj=ws;1Akg0mSo(6{q`XVH;enn2vkDx?wzNkg{S@gx`hpKN=;M>jQLYiDU!7A((MxH zc9GF^cs@?1nVLMQ(y~=CPjWt)O1`r69YCen9AlRuE$l5k{cbk?AkH%tJ4mv7@F|pz zW56)mVkaE)^bBXWY**L9&r@CN%J;UamMdF=dUGgyeZG;%BEtA?$4qo)_tlsFPdt?2 z52tVLRdZEh;%jfat3mBQxtkTtC{l9$A`7${w5+X*mwPZq0;NRqx5a}zUKt5gDrP+g zov+sRX5p@N zCIFn*L1w7kx?ept`?E~Jjxw-j7Lbw!@{h&7$aEE98u|ICg)~p~i?kaXTkm&(^gs@k| z7ij`6TcFzyNby6&1KRu{ojHas_9eXnP|{t&IBtUI$YNjO zUKbJsQVQS8RRj7YReNe-o0}RO4!e$yyd3 zB2mS}bJ*F%MM)Y(H92EHcOvtYp3~Q9;j$=}e-9`j0ezsC`**kdG4%4Tf{&3kA9weB z!!AH`P`ro4k|DWeEmU!?bQ6uPKAqDxcJ6s!9Qz}__kcW0?YsJ+(x0#SUZ`eB9(`*l zveGe5H5S=ayyHkG&B$r#wC7*Rtf^u^GkkV-*Z#Sq&F}Hg#bXT;Y29(>K+{HzA5!ng zX!^{IDWQ3Jnon7KCOQ0jAgN?b&C!jSFE4^KS7N-&OsNj?;50W~slx(%JmxCZLi&l{ zAH|g2BMW~!_c59xBwySlY{IH6{-=aXNd`G4ibW~ATEUOd$k9%B&K2%@oW3vJ8ahuW zHpR5Fl?n?{ZI2)x>6ye;vBXi9OhXb+zMVW0z4n)nD7^X5sQ^7uc=|LsYxzk)K;{#t z&6F)0C?iQs}xfKK=6;@Ez2!fC z#F@jKId$!|ziaKxG(o)rv>@Ce@!CUZjV5cM_s4D)1UwPdFg$hTB{y&q;HAs5BU8I=Yl}PIj7)|tesct2uO5Nx)S4~ zIQ)2T*$-#g`srh;;Z{I zjhN4iR~xknz|$L!dWSZm*l31t$92tJub8jN zNGB@GnV!SZtH@my%AqG>$TWcXTL8{*DVW&w#)kn7(j*xby^RCuWr!Vf_6!mnbbcF3 zFr;W>O8sq!2?KmWMhT?Z>TjMyvomtDb@g(e_Wo*)7w>u1qd=z8!a^+?SW}*>i+sD1 z*c(q|qQX}Se3>j)?3J@ekfcMY&|uaV0{Ay<)^~wb_?i@CuHv+~$+w{bdsWS2QQG*r zp)nj0;VMS$h8Z0FR!0!h4BJY291FX|k;#}Mb>BIs5TBGt>x;a&pMR4mq({toGOA$H z4j@M~64i757z2_`$Odc0Cx(iVomuI2A^EHtccz{uwo@S?`G#fm8kK@!pCs_L6C)d6l~?wgqA-IL+sLdOk#jy0cS!mP99t$bN5M7lO3+Bm zy6=+!E4(Zg{4+?<``(y?#6%}`-$n-)NbL?P3Pik{A^G~?DnDto=$$jYsm3CDb;%qI z_`RyVJ>qC5YMPR=?Atl^YcO@Lh-q+5Z=jdm=?cjc)e` zM2x)Q2BAF_#R?8FqJq`aP$kTCj#-HXtKk_hziB1+=D0*xeD3*U3!Xkzc}o7b+s9j68FVS#dy`V~iF_=XuQ}X*s z4If{92*YlC#4F4tzbr_S!?<8cLMy4ro*^Q2G-&ZoRlqoS9vVIUQhAy?VZgFAn=ZTw=T$MBHqjh=&d-=%%1eLLAsl@)QYx8P853>A5Z_eAkO zc;h_?8o9m3@3pOsj6)fyKpmy&yE`|}XBdfUR%{uof*`3-=^!PcsI!fQ7D*c7q!kb5 z74>ZfDBy%16WA{6OQiX%`A=HRasIlN(hev&$bI}(x*h{7fhRRGD6ODrnk{5(W+7?l z&dS~%K$ixAo5KGt&HnhIQ^sf|F4Doz9W1JLExU?@*lhaDM5~;esgvjZO zSC>aB`;60s^J`ftOWeTXB|ys9>(pK;pxd#HkD$dxB*|+rgbdn-d}e1ch)xK z+o4D0i8?A`y?O>N6I+God`cah@!hm_b*v;@cdc{-%|WCDNOQ|Lb`S*w0($R5;3@Y+ zChF4!)=$ItXo7_70_JL^guSEvg>ZkyBn=G*qfgMS>~z?o8r1R}_A*Shrv3NnR}Jy; zJ?sqd+~NLo`S3P#rE^Tpp^9OG^D(1eK|1r33~;MN$#HF7caB3m*`)}Jn>e^x=jM8^ z2c>pRu11Qx$fcfaA9G7(PnRQ2ajTEgKM zJ1KsUlwYDJ9VV~XPciCjHAWvKM!b32Uy9!7U0*=$l&oz!b&a=I^X0m(_M7?ilkzXl zP9Fb4k9%?gy^q4SG_RoJ$=kE+SA7-LP(45#>e`mzu#V- zIcH-irR1#Zc$M>&^P_jYDaFNzGDcDpc`c{6@RbL9u+OP|gwg3*{ey@n-Fxf+Af3Kv6XZx?tA;nee#v%@uvWV9B+7GDiA2aH!6qx`V`vk&Z6?>e_p*UxzFKcFq%Yg-1#Dcu0sQy&{0Fq=3T~B+o8P|r zO9ntFVBV`eF#!zk)Z!xlx7yolt|(Hl^1-J^T=INdTkXe^iXqtku5IbmQ-7Qg*Me*= zKc=dkRM-=MAKcJeHk%SyZSU;GM8H7Su!*BvPIRPGY)Ol>2c=uY5eN+N`gcw5f7VX8 zr-K9pi)m-XPZWF0;6s5(t~Kz~+MWq&w-9{S8rU{>eaP|qikDe#L73o$3!mE;!`u~V zeHI5L8TshfZiQQ?NC8#Mpu*rnlTu^5xn6z_uUEPtF^_U}zLn$okzy@BNw{fYlLD!s z1Arp{s=EPw3RN6^CS-}YYa3C`YApEn@#D32?1|6*6vINn>df#GK9c|vH3l|b=U1RA zZy;f4mc%OBJ6@`X(*iHoEB&Xa{I(1n15i@NS`N4pM{}1i%)C5IcJTPlu|#M|-|q$0B}* z1RLDHEAeD~rlp!CjUG93RJ)iB~W`_ z(-iuQhlPa&^D=2PbZ7CGPk!rHFMtC9FOh-R5V>??qA0*4W;Z~q^`Lm}{AuR|0&2Y$D=4b(^tr~ee(#!aqUg8&0V zxJIV>=V$iSyq1iFzh~HL+L|8FXmd$+sW#7F*VhZhOZZWVb}jBKWom05AY)m|LB%K8 z2I}F%4EsM1Wt*SFRPCEduEX6$xc2kxhD^Prv&!HgbCCyLQ%3}7L$lS0LL9S-E>kUY zBO&O5gd+qnV!R^$2NOH5#Mmo^aa{C;;8n>8NtQBe*v^J!{isMU5T|wU^%B7TqH9$z z%#8NzzJ8^zM-u+Wh)3yt;Du$6kf?v17-fv~GouX`5u>cLhI+^7pLOpjva)ZMwBLn! zBq#`!unYtS_9?Jn7+PyPj7}+J&XY#8i)zO0IE2jaw7^1iNqLHx4dszkE6<~v@7v^q z?qJ40m3iRCe5Q!XJNC@(Pwgtq#~Es>@cr`|z{q;4H$6q#}8Ge?aU8nFiJ#_!p_N6}j-J8r#9P^_e)qgMU>wP%0pIdd? zg-OLzDgO;EbZ*qf`>QzJi#)}`=`KQ46mgeR?u_>wP=nDEM$)Mzp8KFqfP_%7@Gb+!D5{XO zznAyv5r*)qt#6)o*gx74JPWB_X+}(U-CXQ4CJDbNY#2BisG!xG=M4Bgl&D6pJ>gbA z*XDe+BCe*X#J}7 zC2RFjH1EFNB}WOli-&?ko5NCK3XU5DQVuAT?G1poCX z<=u-6uFz(dMELm}QBz&5{A1YL$;T-|$kZ_pE9O9d@bubJTYo2yS(t-I2(z7YnY629 z#9nZkLik%b!rnvV0o@hLhDPdg9CDA${G6QvJrRZ?FELsqwFZJ{x=M((P_K}jDl>1M zR6Ul{*A;RXm^S9L(Wn?)6!S2KfkNM92=_!#*PQoD&5V#}B@~fwrRHp+Ly=k#+wH%) z17DCC!KTcJrhKJ`QJQy6{(#QY%857|CjN(s>YTFg*07D#EK$)q^6eaY*unKeroYAK z6fzX~_>xDWaZx0D3AWmrU`;*lx)%=Ck!}31bxWQmZb^f}%|kTG$M}Iwr1$t3%Yj>7 zPOO$ti_?1!->T$89C0;gQ{$_d7n2Zt&&_8`-DD_mkZLRoYC!}D$LLl=CaGCWeda3v zbr5%N$K=D0#mkE_q~q5SD(8~pQUpr9lSlW>Q;Lei(R&E&+VWQVCt^pGig=i*@)t0| z6p^9omADN)4;Uok@m3xSCjYLuopX0AW*?lbg@!xO^oVNVG>auCeqJ^m%Huc<&C9nd zwYTUGkF-UmGliJ_Q_t$;JaYeMJxhh@MLDZ!nU;*~BUjCkyhkUeNila@jsPDXSaSfG zn)8sVWV~L8#LRy~)u3+s7<}4?3=0Fb=e8Y3t-9y$-=tM0Y(51f(&4 z@2*|N1}|uJ`d=p6>Zfa(`SQ$Ji&rf33ivNxA^<0Zanh)d5)&X{<;xX)vI$r&SJYUw z&_>N1n%6u-(Pt}~(|g2v!xjvjJbfJ7@@sbplE}2mHG%H?c=G)b`n(Z#{n?-JTZS}% zxo`)Y3NNNDNYhQ=WH<=#*vX;Kkyfs3UJGLMKkM(z1p<2|n8=&8TJ-;@YVAm#9Ts3L z5z6UF!5oTH0_K!QTABi69EDSXoWbFH#Y?rxr2B2V3;iWX|D zhUhWE4&qk#<;LrA2#tFWy%g2HD*8KM#KA$oMfo+j;04MTuW)ljEwzM-dD zAdwD-oZ~!3Byb!VN|5n6J_s75IsoFbJsb~R`9eb-tjQ?lE(eL{cAunve zn1y5Ih^k1k{xE=Rp?f}gZ#Fbf z0uWZ@5R#W4?oY0|e$6NVCS)9nOi#ytnA^MZ?%q(!?Mc*Sza1E-tr z)Z-A>1ffn)?I;Zm;Y z1DI#vUSLhJ0zr*~wZPp{s*)@A5kEcHysf=qSp zm@QS-5p)O#PxFVGwwO=IO}8}i9YQmg&(B0=n`fdzMf7J#z%rcy(_&VhcZU1z&EJ9y zADQhxOglGsh}|FzgDtYg9<`g2ZXCX&qGkbw;%EU}Vt1ek`7;>bc#4NLafC$7_s_eJ zH}61#4*8^`zYu(C4W&Xr8f#L9au*eURa5)5soFE}2n;vWw7GX2wy;~LT-t?LcZRy+ z(6Uh-D0NTw?we7r5S=(<(t5K}xURnAjx0H4RhIBE>MtB-0}`{n#If!53(KRpmG;$D z{Pd_JZL;yoAx`Uu0Tie!p!)=++@SuFQD!xZ<_>GW2~kx7oeU+0FqsGsf?!8AC*=Sd ztvfYBt&9Da}7Oko@knLl;4uUE3zQggN+K^W4%SO8>k=Hl5M-C;Wm zSa(W7Ys*l6lE}%$XGTAp+_YJ=N9`Mtz0IWGdM)+NmCgNrhcsEoJ$}Nq>x7F~4ihrT z)N}PgrPblkjx~2IxoOu@Pf-EprA48rXS|9uD);;JTf{`FS5YcP0yH*3^>fm43z@fV z0-F&X)o?JW!$Yu-Sc|?t*ZpHIQxs zsw(Y2(()^3>|O(FZbL4f=O9YuJ0QS7%F8i8(#jBJ^@*^lrM7C~4^|h@X^E}83D{7? zcns!A#B$FzL&=?^n=>3hp0l5yAH1uCw)gIMI`kky$*iZt+DDWJtghqXk?y_$&zpJk z$ufegJhvA!3Q$uffL@>;UeI1;eb&MMvAf(_eT#;lCsEccshfO=ZrZ&Ie=G!@_~*qR zXrt3gvQ8@myhhZ4Z?q z>2u8Xs;C00()u>{KiF$2ouMmuinZ!9e*|SxO@4)z3g;|KuEk&H&`&I+vYb+|jpv@j zqaGhG5weZ)YCnMh_#AD;q8?j3Ve!8u5QiVOeH_ z4{rb*0MY*{XmyR0t3ibogEkZMdIMrRY~FuX(7m}iY+O4gA^hwt)wFf3hXw zaQGVxAH-+R0$t@eA>z!DS>HF26o?=^pj0C)A~k%DM*H%`m}Zka*Ne>=)QOdFiq~f= zz##(Qfh!qh>_7^n84vKwI7ac!k2MtL((U+;sgz1S(4{aYF%1+AG0@FoKZEQJ0e{N}dQ*iG^BFHtuxaY}^4x zVdDfq)Dn2bcYRBHy+{GQ5PuiUB~ClHnKV5&QU|5pPkQNb{G=qQ+ms#ahiqe7mGibf zzYEx2<3poL)-hlXdWeDB7)S!XAm9j^w+q_NRUN=W*1AebG3?$^Zz!6kpFK2pfLXMT zBB|iyNeO`UF9Th-2ZY zGFhQR@;C(r8|#us;PX@}^jiY}o?tEkZGj)XPSvRN5zI`gm?%+y9f2*+%RZv7!5p5j z=6@R`pv|3eZSL%|q0*g2NVePdS|DrsVFX73q(!Wg|9-KP_RiGhjWh!zL`jfey()0| z;3mOs?F`dxIVSQ8IA1Xw*E?{PoWMEgGrd!EBfJV>6N6cBpw7i8?MG->nmc&^>(a%552a%cbDiZ^eimWb2x0KHH> zmK3N78t5<*DFtd1rJ*++B#%v8->vlpi7_z*x~MM`Vx0f0YmXZ&_+0~Mb}g^(d5ZQC z;ew%`Bnfh>cE5ql5mocoV?`EjHl4vB-C?H_Pab>&sTA3^Za5w#%wtkz`O9DQy396- zS>JiFNR)SzTN)M8?C1n+k2pGYj8HJW+V8pEs}eQfU}9htW}zS8(#TaX={u9ca2#53 zk|96qBN=ivq#;3jORd*VFC01HX%gn4kGB%#@+^SNEqsXYzc=~`e@JqSViOe!k1K32 zV7y2Cx@?sqOeFt-MuZ@K;WoOlV|ky#Bi?2p%R*Fz&?lT@b{y-h0R3sIEvB>U*Dp(> zpxL818s0&Ak$x_WNCU?vboz7Jv!%Gk0NwPt?FjkCF)wp?J#=8>$F9()G}Rn%(d9_9 zWZKGdCTI?if1Sn(>biWqC4+Q^%(c`(%wPH+3~9eUKz7BOgxQg(88S)fQ+p^B3z@9? z6ZrI4%eBv#;1}Q)WabaK#Q(IFp}x%63O;oIG#ZCs#)YM)Xgtpb!{1q0KIf)gGI-l9 zCGyRCWM26QEWp7X4I(azuQF=M@!TV4k>kZ_zBCs5z!oa5>Y=)bny%YHBj_|IblrQG zU*NLJF2;L0;|;NW*;kb(aASWcefckt;PdfHyc)aBK={sLr*@0j5A(bVt=c-SzIaIr z%0U@x9%&c`^M>6>bUhdd(SPa<#quEuTVDgzb(-lU?x^eIGW~C*^-!bT_h%jXJ=PhDJ`i(l(@HEK5Dk z*jfGgx2&HyJ8o)>YD^5qrCCIq#nv3DsA{sj?ABb8@nN{|wK*z-+_>lo@nOlk>)~nFxU$@|cbZ)!f%5T)ct35|u|m?Bn&yuuToaS0hwkkOS?NS?01w zrWuO=CqvPpTA>EaN(t&Zyz7=XvLH*Hxg@zUfZ{a~b&SjjNE+iD$5(>?bl`y?vi5q| z?imLTBUvh)>)PBL4{E0TpRj|-@tK5qAI_0T-l!%5`|6T1JXx%;{{uK^MK8S0xlD+7 z4j=Q0j{lSK%q%;ue6>#~Z*MRvOK!MLH=#~2`?Q)_2@EGB&yE0c(gTBoy(dZ_E~Ok2 zC`FPp0bg~Br7?nc~#8FWtT5*a0h)fG%m-GsfhDHseZkXAAlO_!C zx1XY-r}Y1%ftV(-_ebsEDDWhweJt0t2#772%S%GWf?PYs$-#ucnI^>o`nX)b{lKD~ zA*@<^d5}(uj9Z-dz{We?_0>s8R+MaH6GcguHKdFVQK9%is&!D>gMcu2dD&|`9L5&= z!j$Jlk(q}*F6S{wbS6;9Qe_YZ~%M8pN6`2=$`dN!}r6^~k7cnL|F-p{7Tk;2*H zw2LQkTXDlwCSK1Tn70@F_;QX#nertrFX$I8AWU1aN#RID%LkEkwt#bwPp)`UOD9foaDk&1({O zB}9l`0!~D<@M_XiwPHoD`v>dUIcDlLiIkK-lI@#?ML?4wYOsJnfG86zuLt9!>|ivB zi!*apuVREM@&TWG5;y7K94U0jiN2StQ6e3)@_{lH7*84nPvV$Ih!iHiSBIKa_Xv-l zV!of$Em*^viqwCt&=O%AlWFp`bzrRh zg3xH$BWMv^)`~`jekeg8E93=zB1g;}T~WE$@5_vjkbOZ`0yHuOjEFIK(|x@JB>qyU zc>=^~+%1AG$Q$1+;!Hj#V9ynE2jDD77bORsfcLFZvf8L}3AR=9I~aYg5RR4kGjt=w z-W6*j1*@;7B|Y$vDfp`O2XO+3zxHGaZF~3@U3UrJCwTvkf_?D>h3?HWN$rIGyb@*D zl8T9ugx+!i5V!ms=ToyBIj`2dKgDG771Ahda0V;~GjbnMMFs!7$hQ%&u^Kg;`lKGg zsG`?#bj^ZipVV@(xDmka@d&>CT#{{O6#S>On>KXu%;rJt?vjm*03zNfc%7xRf39tj z{Z-WgMR(r{t<8iFtl@=T-M0NR(%ysb!`EI+zQYZX;ghCNE^(vgoXHG+Cf+o|9 zwUvHKCUT*D2&oJh%bZgU%>lr%wC=}@+HcDTqgbsT57miU0vmUAw@J|GBEl~|?W}oY zK$PGh-09ZcVue{~=<`dCAdt@7bA5t`yFKqBUOtlJ7F&6cqcbX?}* z;a&KQfW9V4{w>{)Dm;0nQ#3DwbwlR&FQPEsq9u975bv5({YjJz?JD^P!KgF&;|nim zS~oN4pj1sPFt742!UMJV8NA$!JiEP9!Z{q=*9MtUQ;G>*8d@o&IchqZ`>o%^8ni*e zcXZDBmbGohC%x<*RVwPiET8haabZ^EkjN!mPQ1+!!5+l{E?1S+L#a@XDjb-^!vLEL zD#`MBA3$+oc07AEit5V|WzWWpZT#8cw+%+?&%BgMA_(Abl%E>n5qda`IC#y{20Cgg zVW1{Fv8(iNB2V{M;IdiR0zoPuL{bCi8hG@9nAWwLPl^9UOUJ0$Y7CEO?U2g`9qlcf zD7T2Z*xBTJCv%#dS)(-$DF{Rt33g7t-5KJqmMg-aUGmS$9(BFZB-K3p#er42#MzG@ zd6Do?HfMkZZ@f&a;+cOw-c;jiO41*U^J)IwU9`iJbkJ$DzEF&`@Q#uQL-SU%H|xWw_N&cSzQDPzd*r8%!TW#BPklnwDJB9w~yP zA)ubyx!TJ*cem?nR85ML28i~T?aGvER`5#H7H!Gx`R8WmtWNs>ZZ>XQ?-Pi4fgk^? zWW(0!4nYw`VeJ_HTq5#ADR{f0dG;ebwo?On&p>DpN{ID*p90|Hmu-PEw)< zDqDMI_}d^(XA#=@7pm*iW7Duc3}A`eO$jZDZ1(H6(b zpHrg-9zKj5?EMihW#bF@Jyqhxc(!@1ZDr1bk<|=M3fo_BIV@74J_lB& z^B&{H?2e*aK!i_-#&rK{CXTp<9|97aN~)*<`y|$O`(B|G%G|~VjHKZ_nM#Gzz3D|* z1)Pw&(1flOECJcCEI|YE-oM=_`Hhnk1lyP4!&MH+LatR!W9eS`@AW+ofK=CDJ8}`$ z!P>fMCtR0^<=}<;f0r`z7Zjw#xNu)e9b|#GYxe$1qVSCyHuw_Fr^uW|-I4EF7OwGC za9FIrEbo6)p}4Uy6busxhgWRzrQ$(>DZO|Ou^Poh9MguKDW|bAAQ{urgKL#0qUht44S!&}A3+s&|CK%!;YD~_ zaGk0&wgc18*VBC4dd2Z4IzU+RSI_RRaU*-Ytsu##)g~l-8!nZ8+JUyK4UHygT z`$F66dvoO)@76sQfspj>sJgXf{Rhyr=n_Yq&jipmw?`8H$zYnV{V?yy_Y#C{y#IZy z*K8WE^$vh58{j>$BA2gQ;SSV*)|+Ep2f*2hltAtFDw|pDMJ62dL<8Fz{C=tYZYp z@3CnuF7a*HG6>9CH}fXQTKyO~>3*_&_v}SJ4Ud*xwEU3y*W8PyqSU@+yS*800>^6L zd_Gsh?=L8)3~vDhffG4E=Chw43zBmIp#zehPtMNHJXMDiKx~^*1eXnjJAj20{E2LN zN~8F_kY>uX_x%zxzQD?g+9~+=Zzu?OrFaBny4Zj-nvdSlydmPc5l4x>Mz`y2*jyO@C+f%byGS0XT00ZoP2MXl(ATA167hWeM zDVOpCrsE_pZa|VWU^t`Br+`tVHBfxgrUVX|a_WR31)|jBZ|LbOmdi2*=8LR=2(?GB znD-PWv8)HjVam`7fDK~M4_pXx)_Q<7jQkN;I6z=D^si%2f#Cuy_zMu-RndO?b_N(U zs^I0Tey6tFsf<_>a#F;x?Kdq zC-@#eUkQJnJ#mSP0q=_da#9{>6Pzr9`j{0JZ+=p_I?n&g28dnZsx)$E&JfIH#G zw;&SAT{yzZ2Us*eUqruw+NZ$9*8WTMcE6B$*{@lhIdNp$y=H`@24Bm8GZ(-ulZ~Dz z4c5xpLe19Su20^4y!(VmMnFK2mX`Jh+RNj8Z)_=t6d+zcFAq?fLL2-Jy(xf&)qv&E zwU?E|LN-v+>}fj->$L&J39Kz4V66$3>(JaJaP0J3`y^JRw4ihjxqLO2==u@t%&DiqYhri_+l+rlER#cDb6|E0pDf=!F2;cEPS9@%$5M#3yhHV_$uFNXG1P1 z^J1<4(^x)3fdS4{?6fp0$GEqJQsLsqk8>j5E*(ptRE}6CY_&l_AKf@ccnL@^SliD7 z`%_MFawB!tcbVBHegYNzt{HmS#gkG~=YqEc{S0d~nLbEDxbnC1h6Z6;3 znR0aQ^e%S&FL~*4$`+eCp2Og05RMdU-Hp7748454ZlhNf0alOdj{ zEd`P46t;+FIC{omGtBxuMK*JnTTIVS5jhYG@Sn^Ze2BCdsZ*Lp?B$w$I!VXv^3n$hFe?P)trBZivz;KZcrp~zY z{+my??!VBMWd~Q!U)g8Ad(Z*^+~B8yTn+ID>GXq^T=|>Y!>~vuQN+Ct=7w?T{<7(@ zI$iZU+gj1~#!1^d_#NjmFLx4Fq@CP$QX8Cmhd;Rl#Qse+66QMGsS>Ea_gNg(erDKp zs#OhS8Jmb_%KkM6bV9>2>kI!kBgU7?y~GPenLtY#^J2Z26bsjUH09Xl{5dTpdfSx9 z;4EoBs)?)e1W~x|0cOEuD? zQbZ{UedZ`!riOwoca9u1!3k3KwehT;-UVD!yL9{RwCw>RS$(u-Z4FISYNQhreJ!*r z8EgqtA0rq{{ugc;rQcPJ)j0!tIj6Siss@?Za3J0(w}J&rG*W z{oJXRKg=@-4?0}ldTFNl&n`qb+u;!xm$1IZbbqbHkOHdo@k?cHTlKW?^9S{>Czckv z-I^)ix_dBemQF3Y+YKwUoo{v7Pzqr3irVuNxLIXS2pA5!Kd{L~qfcCIIuOxd$8u`> z`|u5)!)_@Ez<{AiOv{M{KX~B$)ktEF-kO}wq#rn>mE1;ji&OM9C4t%c$~ z{o`YCb|P_>yE^75by>G9*9H`m?Kv{c7>eVV*)JGoyG^WZ(mVi{-}bEVCz=r= zq{>L^d7lfUk0T{6K65?1enxkEy(cM9iQe!(Af!O;q*1ydab{wAM-27as8(W2(I>(| z#@Nsj29>C*^h))7YgcdmV5W$cE&F1T@93=Je-!r>k?X#++;c2!Bu5weVeH0e3y22IsFQ8s3fD))9JUt9mrBlDW%b89s2RYXHRY*Xo@k4>|3 z0VUOLLzYr(W6ySMjg&Zul|E7F*f@uaJQc%CIhJ`0^tG%aJNyR=;F6GrQf&;%Xtor+ zBN)5&a(zN5lZ2n^?N5U=rRlMJ6PHo`0f0rgc~9p3{FrD%Fuk@qHe5iDbjb9mPFt2w zP_3-YW3ty+9=0uDkzB=LNyYeH2jg=@JXW|K}p z-w75lSLGGYv?E0DIhv2z7LB2D+`||0`!DC`=llD%trqQTP8(f+`@^vTrLBiZgx$q) zu-7Fh#-H`8iQJPj6FD&b_60;7o1;JpJ5u5T*nM?2* zM;6v!v(3a>!pK@=a?P+0qR&rmpH|Bhq|82%j0~<>b3|lm8dnOZcbXfnJ6{FLJzOEyreS| zo>CSA)+Eg}!t+TSGWOl~E2<^NdBIc?I`hHuZCBZwdaq|-?Ujri>*V$L7&3A^C<17Z zRV!ZMd&gbx17ZTK`|qGprOt?M?Na5q4M-6L*sRlLm@uZlUHSt1r>6x>jN2^W3;Rgm zXmhqg+S8C8i>4@R59VIHASgRTakhF{+ic>vr5MNkV8WVF0Bh%v_&h`I#hZ%Jh_4QB z=0_#r`(%zI2qInjNK8u1)7wfAuNAhvL_;$eN>~)xe6j0}{Zs#~k@Y4fnW3GS|mcWf@t=yR!ajNOH#nQjMWQY#Bz!8C`B4lKA)%vdX?4JB|BwAFV;- zCZ$3#a8ZK6H>lSM4C`w4!Q*3bi5CUbc-dqZmY#3>0=K6PMVd|BwEho)O~Uc}3v-NG zR2?_T9$wVg{M^>Ylvpps-zE5IY4=?VAEu)l|B=x&ogTE9cjc8<&YW}{3;(fa{Tz2G zj?{$N_u4dOlu~w+>?1t?hsrVzl{@2bK^mIKTi6zY5O@^x`Army7-y=ZP@@Z0gA=x*A}y_FC$ z{{Qf-Ed5@p?w@~yb7R&2HL^C~WFvb*>gT7vH(egv=U)PTRk`>DaZL_ud9U;`he%$);NKV>0P29FBROx`%+2DN~O&vOf8vJ0^Iu!#?lmrTx@t8Wn;XvB5prh715bjUzL!hkH(}YU;moVKW>SnF zY?@TPuizoFj?Fhl=#YNrMW+>oyWpfc6`{D7n$xVEo~14M3o(k6dXt4 znw~$G({iYOH@{ChMLU1&JgA7K%bz7;;9!mr9V|KVzG?q){X$;tURj%oM9A=Nph&xx zIikb$NZFy39$JF`+aC2XM-P+Fc}?If(}UA#xdBvHU|`&>M(*t#u8v_npGw5|C3N7_ zj@#e-P%@AgA-Xr7&YiJvVKctmXp;-fK+w5L)pk0Ig+ASn>`#~M`Kq=((Mi6SXWnL? zWmWx({3={ID}w7IE(hbEYBaYyo^7)UPusDeh47k)GQ^w;b6BzPcYK!LIQqiWs6UCp zy7{#1w|H9V@VAuwqk7VBg{?P-^cy0#yEN9HBTwHy&3}EwS2^uEv*@%@dbe8N{N}sB zn=1K_xq|13h4k(xPc~<#TM1n^PoF+k!P^%kS)%Dk@XMbPPwTN|Hcz#X>f3yAc2Dx8 z>YS~Pac64OAa&}Puw`D`{o<^t-@?%Pb>%~Yw!Bj61mB2<6#rOdvTU%7IkN5FyFf0T z1x5BY$oFqAeS2vQ7Y!CJ=l8DKH^>VK(SJ1DQTgb4xtzQ+*|r}YWz-`%`x%#&eUD&UF2PR&%Dek>X?c#r@`4T zGYn#7dSYfzXZAlW=b?r4?8cnN?Ovz-GCXm@`^c=`KG&yu?`;?P=1=dQBs|MeBC7M_ zn=V;DK28shONcVR^NUZvI{Ctc{XVYxcwZ1ZT{PwHzOBw|klLU}w^dE+kCB>I^ z`j#9)YmvK=Xn(*df^()VUn;ca&WN3zot!*Z%#Z9Ya;7q{)Aiu`wxpyart1aeFOaZn zWn*&&CVmCho<&9QNJx5Q(cyn*+yXCvn#jOlC=%r%Z8Dfw_KuDuAPD(%y_5WAud}!~ zSei=k>gB@q(IO%`QBra;@7rC)QX`zEYv4WtPnpoVyQ#vAjErBmLowliRtCw?K(ddE z!?Mv1E~I`HbAR{!iOu1}`UlcN1&N)QsFLTK$1nCQ`na7HbS*9hiygoHCo35B(?1C5 zfB3xa&@Dz!$(PE?u0VdabOfw_-qQs#Pd% z3vImCcN(mMni-#&W&%5yM5;eL+|tt1mzI`FHBq5dHNzTdWaq{;HFn#HaoPO7xJ}n}O2J=z)n|=l!v%@i9mgRz1?sfMP^yDUd!f}co z+A7zRZ?9|-NCKJHTVBb#Kd(9b{`7bQodf~o+b%FlL3(k9blSFwUhzH5xz193M8MFA zsXfaag@uum!z!$Wt8%^|7v+qRbJ-F6fwvboT2=}vU6C$Ko2^e*%^r>H z+rh8TuGRC!xJ4IRM&`U4rbRs53Hwyy%qGt69aI_nOgTgn6ZjAp8|VmzNcNsTVB7FT*uDLzpr9Zif${M3gIBk1?d>fV zzQPRC#;~Yn(@!KwjY~^PBEV0KYtb-?#j0SOkjok+P1KCSk{pc4cK8Wz0q;)%Kh-JlvI21L65|jjb7!%4#G^3z-knW z8wXYMG7j21WV~d_^mKGP?wJ#${-GeRP~4^qI2^&yKjC+$G#zoL!;6df1<8SPsiQAu z>d$#(N)%JlnX%`r>8hBx3VJWp0($S>hfhltT2Mcny^M(_lA^Bsc6SVS5P69v2#czb{u^F{+#Ki3xZ?70%<(0n ze8HnE#!$>n{z)~=_g zr{WlmN&-vNARKkQPZk}YiR1ldStE~v$uLDz)iI0YLGyjn#;Qar2}2g^a5yt#mHyzs z9^E6@$+oRGct4DNKqOIe>)!UZ0F6FK*djm+`MjTg^i{joSjipv$0rQWW{;jffBt~! zEZKl~0f(2qBjpr9-#}2&$)h=WyrkveX!|U-qQc?1xyNacqA~?jS+!I5`<_TgzRbHv zYnamj`C_m-e8j9WWPA6zDTB*uG>K7z#MN4*!DaJnTwGjG5PShDOg4|>QXR;9r{(5; z3#L4RORM|O?d`(i)3tJE-fWfA@6`dbS>729bZ=3)vyE=j)o4;k5SAnekU3o=2It-t z7zv^4fFQm{OG5+Pl;|HOgwtbVRivcgrnS6i=rWaBTJ$i@s>^w)`9j07Bx!WT%VoAqPvEn0)W*5-C7EFfP*s@smRop|6nl zwSotDf0yzGzmG|vDh-)^ehFq6y*AO-ip6Rma&RC+vyOj`Oz3d9f~s^~98Bx+WqR5$ z2&-WBLG5}Pg<2A6esR8ekpBfT`8#YF-|1$hu5K zu&RlY>P19E3h&+xo))QR_}>TW>gpiDgom|>4)yqey!;xdDW`g~_Cln|hOO#EiW&{F z3m&D5`V9DJc|?{xdoeg0<74(LEIz8cK=9Fx_1)}wb^iYi-+HwnLtXq%f}xlx$5qc=5dFgC-{l$6||vGJJwlQ8nB9phw7`=gXZA zG-@T{i-G)Z1){$yCP91TW;S@EkQjZZOB>knX6R*5P z%y^8azwb1#EMktXpMI*j#`NJ$+@(OnD-Nbp9d!@lUV6{DrSk>)tn){6?Q6U*x!=b4 z-CFW#BI;@=(sICM9zOnJKvbkp8k9EG3Jbjr|sUgYv>n`v>k~=$;-=2Or1f8 zFo!8Vp}R%}Wy3V%!UnZchD@1RcTy!r4`sv}_%&`UeKzfpm(H^+{jjfR@MeKdMV*yh z>`1NXIp@!}952?3HAO$x;x6g!l{j#G^0S6<%)q_XY7_Zg>_xH9?4r$XB?bkx$9S(DVMl2@U?kM)gvuvnTCL9~cNfn(6qQd@n-r(eD8B3XUG1S3WW> zrbDhE*)GXc)_wlUchPFzkUvpKkiy4lz%?SVOTTHzR=3d3%!cdYCIL?hjq>GzlZ)XSz?p@8Oq{uun&ev5Y~b z)76D$fH_^t($$LDlHb^bC+tSGmUs%wKwk8y4jcz=p_?| zlzgRLv+_Fc*NfLRFyRd|828_j#=)7v%%yewS*y#d%kCl8yh$$IVXo>q539IWeZnir zcbW+uz5jc?v!zu){px)=r8wJcgJd>_^rIIa-O$a6OK^4Vc8xgi-uyr?XsFQfQiyeG zR#t%~jnK(6CWR6zOMP#I#di&H7T>2~Ol|jhK*hV8Bk67@va~+?%u5aC3XZ`q=r0U= zZgo}6JYio_*Q=ZmYHN?7SFfZHOv512MJ)E!@K|jLjwdQSYHNREQj{9&#OmeCm+4g` zg{Xc!jkDP$`|6VPIa9|qJy#X78mE?zzLqKdcY3PzIVpV5@;8wD*ZA#^3E8)s4Ne>R z@~A9zRfhla7Lm`4d+wUMi`T@|!r}#sM);$HznFxd4<>tNY);>#J?!hVt@6>s2Q<84 zUt?rk{47p5gzw^Y78B*)&Nq!UdpnSy)(P8uvNV1`XR$wVK;K*;T?>JYinE?vTGVxo z#kT*xUtcSX77-1&zB#a$^4!RSdab|qJI&T^b}n!pl09!KM#+12uHm=FeW{rhng{#D zg)755Xly39qrjjDLKV<)E33D;A3~^)k$xOF{p#MAFJBT96JeLbr>zvMJ*sm0-PB%_ zDNr6cZ~9PBent4Su3^M+XHDlp`9@gdLu&Vx>NRe|Pg^z(uR9|8+*yR$;nHqL{xAbw zziRda>H6o6aH~*xhbKHI(={BD60f|sO}%~Fl!vtGiR=~^7h%Ud2^dJT*KeOc8@+e$ zC>5`>OwyY_@u@@Q6W;0?RJ<84+=HA|sS>)r6{qp>I~VVJ(K}?qFOp(n?iVCu_HD-f zbFT|yQ!C9F2zBU>?J@lD^vZv{gwhPv5p2RZVaNl0F=wn+9v@pZSuOv;&~yQ3SBmqO zH|dW^-A)gxviNV(r*pV4C)f26&y%tAr?*;NsA<03$}D=e&gbEs7??cs$M=J=5P6(I z=SvCUhmkwP`KisG4Vy84W=?GnPfM8JD+|CK};lnw~F|PUS zgEP)1HYa2Hj5RpU-;=aRNXoG7xt_32aVy;VqHE*x=gjxV9tSIBL_M#r)(Fe;N^**b z>0q$Anf&0ybGsCa34M*o1`%1_iZLD!1sj*8DW5%AzqdON7@jy&yvv)4t5zOO<yG$Oh8(W)PhPvmd=-jUqwwI$6uAy>H3PA{PCD3|!3E&u$fGx?AAS`>Xg5xv$o z{op}CNP#iAljfJVYv=7W^VV|S4w%YN@p|Yk&#Z56c#{xf?_sI;r{PP9>+UUMRU8}~ zEE2X)-1>8xFoHBbV8?Yxe+GhD6gr^+Y{aG8q)|g*=Azl>J4h?1hFB+AQ&Tb@@h~`e%0p|-oKGm8v;SG_usmzhDT=(KA7%P4y!GX3dx;$)#Wlb zejr3skcn&mja}Ymx^dR&`*iJ+*trsB^z&YgnCvbb68@=b{>;bl@dc_!G|W^g+l#_~ znK~>*7JL*7I`%sh8pSPrR4l0{hkxLKj$qP@SS@Ro)1u;U3gFemlK;#UK6LBdl?AE! znUF-Qj1lXbb}ex(uUS}3hDNTt9Est}OB%^GB>O@*d98g91T3ZV>*bota_S!yzI82n zVOMuQ`UM@UMug&(d)J@S>^#Ntr6f_&txRV}obl(5oYq#6$`{s&N&4||(auSM{EUn= zNuOIIGh0Tzcr&89yL}eh%%5F*nc8)I=I7I{Rp+33rHr%u?+O=RGgC^$_`dD_1-|2( z*RL-uOtkC!$C_(vYaf4!(PSC7Zh48&@`UxZhHqC@QMtRr$h@km>W1dMf2{aL4Bx6{x7F+_u~m7sq+{Cow=ddhM(#xE-1P1g0u36E&A`*-3}wZD&DwJhyD z5&6QUr{`72k-5Z7DGiMrN7tm@ zZ|@d)yM8B$BVA19R2E&T(zNHt9#_i50`WfM231U3eB?9P{q(8Yp>>JjXP7$v?`7wv zUdpi1(o%#%BeRFAT&>0%3Gm@f$K_s&2gjb(Qx^5bwjU1v(ixWjfhU3rJ%AY6lR8R8 z{O9OR+BuvLam+GQNYGS%U0f8sNk*QqW9UvR=bAv-rdb&Co?ARIN&D_mlbeXBxK^e! zi#>nNz!>n@juI_OY)W6Vvap>0+z!{ddF1!PC!9I2)nR5aC(06DNuyirCwv())s+_- zN2h(&tIm~1g)#~0J+y05Jb17&=$~fFE~3(vFBjWd;i%FjYlz`0(7w#w+~l-`i^;-q?a18 z97AZaWOrpXd|E|;T?ZT^&Tl|hVp#U)7!`b*Z`s&JtT?@<=7O7>+r^8Aarxl&Z{x-! zifhx1%Im`=HtRrxoLyWl1_US#?RH>4Li)XZ`}WXDGdlAAucw!%`?vD?ejVJmG8SN1 z`dU_2*4)H|-i9g*Q##`-Dk{(@?eIJ!LX#b|v{m1qP|J6^R+^faTt;0z+J~$xfBSu9 zY(*KT9^~NQKu%5`v?f6 zNIRf=Q>MQJcI1aF_9KQ>!WJLr;R(i_VG39A{?N~=vNYYFTUZ!9Ez;cf`|=-veHZ3O zXYTHJj3FI-e0&7X2T7Bg*x)`Pn6!(T`Cfkhg^kqah-NF|p>BP50lIC1xeOsJx6j=@ zz6I`QiCxosY$@HLoVhT}WDGNCy0XdXdu6ASB->NR1xS7^P7xKv-!m0=Vr`ru9iLiw zu71KJ$G6aI-yX31)eop7<{%!PX1vt!9%$ETbB7D6*dhdV=o##8Z$FNb;cK+)uTm;o z&|#0RWzq+CiB1gc07dZ&lhd#OT(2h( zXcQ;3PJY5w2v+r~8%3|OtZ5Mi7Tn7DlG@tZf`YC;wdSR^agk=&m(_)iJ;p{xKaLht zmW_BSZ7vbrxahbQrl+P>KxcGzbzNIs{pg256ePKAX+1{+*Q#E)@+W9Qa<1AB($qf2 zCJ^Ke`%dZ9o78;&n1nIez`LPp8f*%8{R!q&!R~FH@4KvRWRwEh$41zUU zX=+l9C_|dxk-=neb!x-J6t)=yr`?R}z>xJ>JV8NxQr=R=soHwb< zKXZU9Q{iGoVPPTe8xC8IFBTUB0Lg!156u5?wC1k-bF=*j0j%v?Qy=((5Ev+yW2XnnYkWn;{rj-5f{b;?P zXspI;cY$@s*y9U3DBAL%&~2ai&%D~Z9tt4=@9kJ9MfnJzt4(y`z)_>A7R|{u2w}4! z3=1}qz+xcSZH?!)lg{SfyLWFaXt#w}YT)`WKY1(UnE!*Ix>v8k^sJ-mxn6NiJ(B3X z*;snNDMKGacmLNH;Qll2d*ar$!Sp|umt87H@C`5iS)Iz)NpE$nJW{hgmg(OcukGA( zR+8M##gGNmzIJJMaS<$Q1-0k6FBt4($b(p6JG#$NM3#$d%S`fCIqP!N(}tX zXyZJ(Fo!o#lj1h@&XR26c8!-OyLScLs0d2a$nBq5!f>1OQ1eNGx)nQ*A3l?3@){(?JV+dL1|1iJq{8yMKo?zphBl0PuBxla5Wu1nA4 z+dV7aF^m4ghp~4Zz`vReJDq>R=zwUsy`ScSq&sVmoM}wdLLN zzHazs+V>JhKYTmRX?5@;?Ao|8?!VH7c~00C9>7TTp`SY9&CQ4(I2om{OYK$`7T6EE zK8LCW{S%t@Z`G;Cf$NV(JWEPTWotUFJUJ6x4@OF^(8BWaH|TES>E-(*CHs1Nd%17U z9lxm~$gNZ#0FXI&>yAB&8+eeK`Nyl{bjQXEICk%bL5zus*~zW&rmt`O`*$VBr&I}= z($1YX{%o$FEH*0|y7c>p!}`{kcE`#Qe0)Dk%;ss)qM^5M-n_X~R$gBI%~Y6~X1RCH zN!wYfPJcIY183Kl&|aPQtCP0`A&YnK-sS1|cKSnR3l35j>4QTVFI+2uFe4Q-Oo{)l z`TP9JXAt8tDK;)9<}tutU_$uF3s;YTR*b)XMf@184*;A=>T;G!*U2`}6krTjDOZ{v zdn_BSf^LteHa0i+1-S;59~BrePTpNidBK=?H4j_04?Q+DOG{NXbjZDW?9`s0<;V9t z9`1lj|Hl2_rkSyEQoG~n-5GPIuDDrD8(z6`C7uouo-^Ra$;ohsn?vqghdkfFSarni z##tx@`0#x=o@bP~XnD2d|L*A5p(6bNS()G3UJ-XGJ>1;Ndc8)P9tHNDe^j(wgfF6W zHn4B)&7WoJ*Et5l&`JV~U4N>-g${S%cQ{BL9UWJ0=m@TS9qQqZ;#Lt%`u1PBQd!fp zckkA{b;WR>>QOR?%LE(Vd-H%3O0>9}8Xsq1E;9~v_aRzd6C0bOFf=(H3&N7_leffJ zda!}98lP1E`r%r7W3uT|ac24J z5J#+_pr9*E3eiCbTN5QtGrkjkTO4_RH-r6PclJxDps$U9`mMxR1d|TK_dxQq5hffD zN4`;@USoxb_Q|)i+|;>W+PEenCwFt&CwMEN&dPbL4wFgSHTUBHFwGzk%JS=1_kh~~ zG6=vC3T(9Q9MYW9UgOF+9=-uYyF?(p1_pg-#OWr@(LYJ*AdIim4okSp# zfOr5#2s_&dFhebE>+NmCM#*@MH*aSZN5tfR@gjpw%v7-3vPqTIH|UR*Z|_(+IXAu* zmA*_r*zulao7`Y~4C@E9Z^B#QDTlT@GT6|0aT7Oa7@9XDBcs&jF$+DtvhV(^wyX#C zbwf-yUwpw}S8h44anKVu6#Rb_l{VJnt~NI-=gfW;haXgnSyhI)8pSq{>y8NQz45=j z$8n^ky~g`^tv){R8;qV-vF?Y-_3`mRZ_6We5lrmtb3;?Gg!yh#V1c4%5ZXY#BDq7dw6UR zjXN2cn7W*Q!n?fdq<(>-pT_?oye5b|lMT5F6>e$KlP8y9E#dAS#`J1>6_};m-NlX{ zz2s_l@?(H3)Bqv@Lc7Dkm7q0daQpjb6O$x^p2hF^+kbpd%QKlVPWY+iz|$K4{t3t_ zs?D#c@Imqirrc|AT1IAO`O=e@ zJLTtrM`CRszy-)rkNJbQFxt@ZaO3e^P}G==cfxnqG*K)9vuIx_$q8Bj1HXo}v^1eQ zkXz%Go9{g%l}DCY=yT$x;fsviRi%=8BR*0@6rl9JYAX z1_zVY;~tSDewmt$6_@*==Z=;ZO-#G|<=;Qh;}eJwWnHudB;tB>bcKZ&9HARU%0=_b ztW2b^V3)bt%I`h{foDDbb92+w*FRNm(caz;TK*aM>J}Dk{px-faHTS_3Z#*1VSx~R z(Bo$E!X*uETmJrGPtLB!`rZdaP(wt~7RaCia&rDqI%Ss8qHgZ)s6vT{bXVdkf*ML( z!X8XV4sJu7Fki1)1(L(_?(W1cXU{`Nl$7jv=;>`3l&P|@v-_=Uf4r^sfLh!^P0b78 zj8<5c5F}Zv!By})bdpFRhWpd?#+jKFnTn@Xj(DbMrDS9TeC}lEG!>sfKx=4d$V`)W z_b$n2mp>y*94gb8wRmLn_|6!0J|362INr2M@{+;-KLdk_hh+L4i_uHrl(4^evEQHXbcJ>3(VsLn z8f>9VrPXqcEXH+GS-lAl7LLxsAwGJ#v)l8KcHS$Df}z;9?Kb)}A@LP#Jt+^bgH_A| zS{xY6XOTVzIA*~Im%hDwjn=fY?#x+os&Px*-~Be6FKPtH&J0*6aK|4%H+Pov{?9p+ zx?y`^rO5CT3rDLv)QVD5Q%6TfF~N^=+cvjqEA$c`f_%y-DmIpv8|E275l7!3;k6O+1bRc6ddKZ+Wgrg0Zm*|T&%0DopIzs3FU?w z_ZOT8Mjx|DIY$!3HOqT(o`=T&I+Jc+)yS>WtE!kbW#@}yRlirk<1CUE<1a0ds?0~@ z)GutyOrihKb1aH(Kp^J#v#<{`x@%jF4H|dwRWM(lODmpUq_vXrnsop!^hn3=vzlBQ(y9lUZ z5>4@rm5}L^|2aj`%x>*I7~RSsr0ws#&SZ5{+O(O^ST50XziWlHS&Z1%&$O}RykSf1 zj^)?*Uq3Jv(S4-6M?&w>P9;k>vN{cPJs<3%jg>Y%qY}ASE9J)xb-T0nCqDZe=x9-D zMLaaR#8M3O9@lLLm;4e&Q=_;DUhvTrt-bZaKZG!f3NurQJ_vw4H_)!AcIJ+>G7s>L zW_EZVw`+$BnS=o{h0r@vsVPLivM=LN>)&T8e@*#iE>9S}(DmcmL+;DM*Hsw=gx-Bn zcajv={7;J4_rJ^0{PYVKnV%*ta-BR2*A9M#Q|U*NeCAnPNg|SlCAzPZuHt+6E*E?t z?NqUXhY!)^o5{1EN}dwN?B%#ou31pF-{O@ab{595Z3p2gO6uei=RTp+~^ZxJ7z`7THr zWsTK1$Pue%epO76Dd*^mz^l%wa;hoMJpwxKrT)lcsngr<%5yK){Pa?MK;_mt?D>fk zUFcf2n}b6{RP^|DwqsazV3`}&IQcLfAX-I5Me(x!Sap8g;qx1lVk}!77NzP|7?O3Cq4@0kC+w`OD~KrjW|lD4T)D)@l6VRg@pYB64a8W4q^B=SWt#n! zHuh5}4|D2wzURJUh0a2ZikBninq=|IVET&b<(-rgLf$ckMQD?LtL>vb+xdy7QLyj< zw(I`A#Fw16SD`1JfWC@s=36rEf!QuW(kaXT)nd!12HNB6Rss9>6A&tcB1 z0$K4rUTHDMi$EB7*4_@_L?2-332ST4{>k8u5cSz+2ExqK!u35r@nBcDP*-QFv$N9t z`o?eCE0;B9jqA+Bn*Lhwm{Q*>9R9Cd%_mm#&(wv3+kX1Ag*q*)h_@NfCjH$|iPOBr zt3u^cME~CUBKtZNZ<@G`{OMN$4Yqp-Pv-D=xqZL97d`9dV`|dQPosvSy;HYx%~-{) z;mkk72`?@#X4izogknA3_Qk{{$HEi*N58$ZTfv|4F}q0Q|THj`ka4j zJSD)U;~y7SD_vi>2RyZxtWso&QqwE#Y*<*`Ad-)W2aAtaSru=#z&d0y6$4Mq$;kmi zv;xFy2ZCd2^KCX&2V;|XrRA@?_U!pSUG$;u+$p$m*oQmVSvdZ*b=~_hi2O8WNsF3247Mh}O$~XZOTKYK zIa}e0haJKxyq~I|qjbpOsgePI+j}?(D|xL z>5yWYAEm~(er8KC4lvJXpSVzmq$i>w*UDA&*(lpn0FVfSa+w$z5$D3Uw5NN$e{g8% z#mxh`j~OJtbY7BlSTZ=Pm8N(lyt)SA{qGo6}ZKP z;$vg0t%`BCaWi0H5fRW(Qy&ia^-wP#w@^_$jTATh*7;bT(NQ>Qh*0YH5urt@ra*n* z`uSPo|Ni@rt@>;9qk$mAH}EjqCaZkvHaZjdi!-I94j#n4S;m~jn!-Z&-#ZkV!S{{psC{P*8?Ao3q8{&Xqs z`rX$8Xk?%9ec#Q`&C~?l*10PYnp@2F$<1ji65*YEB6dCSjO6af7;pr*cnPqghu;2O zLGvR(&G647UUOU==lLbL9c%6G?hX;$-mFf*dhB0bX2$$^qDSR>Ytv~CXwmC)?vIVH zp2vP59tKwU?R-613F(#?>GihQ@1*7=z5K@)7w>N#d-qGz#l?k+7dXJBW%qRk763x! z^eVX;u_2GwP7WcU9~`u<^O=PD+p%K@&cDC(m;Oz?{9Xiph|09`-Zs761D^`eA0oG) zpubH|Mstm?;=R}|Xg37dI41wGD^yUj$-(zgUS_r1*3f){W(5-C?7pNYN@TE}rzMgJS^by?Sc@V<@4uwM*;l!pvIZ zfdCvX{~9^9b?erM9lKpW2<+y)XCiVkpKKp|4Ky1M%=n`JlVQ;i+qKoz)e++a17V#LCq6Ft$L|hdj8gkXceU!7 z6m1*8VZ7j zqc;w)UFSZURb~D01@Qe*euFB&f5X?Tq@bGYVh@Dx6j$ptIEQ;%|%SNrR{T=qti>t-Q zedRNa3ZD1$Bx&U-aQ9}FkNUd0<0SxrML-bWzh9k-oRTtrx2!lnzZ1|Xo0;UzF#Wck z9#J0R=dPb`Ve#9yZxJ~n%oky%S?5**ta2H{Cen3Wfn^@C+39r)x)1{J^y$;)7s1Ug z2=B)w5Z;5CR%iYG)hj;6sNqsO3C1YSdim&%Pna$rMt{u#OD-^hApKmuTwsC+b6v3E zM1~8Zg1lfucD4id6AIa`%B>%W?%K+CeNP7+!GrR|&l*V9h~`d#;fiDhe$Jjfi>=J~ zuMxhKENnZznd9uXZ*R*SLRGRYs@->u(o$KoL$e?m0y~zMM^r2Y;*3!CqMf6?wbQ*?P(VOAiF{lfH|B?AwH07b z0Q2X+zt{DD;2xuqTfM`Afq|i<&*ub`Gk|*{Ogijy&$d(v_d0Q}Hc;w*KflB~cRoC{ ztc;F{@o;w!Q_0p5bdpMkA5$0Tz~ZG?IU<&ziA=&nqk{Sh#hs*lLa4S1CY>IBXo)7M zu3B2rW<_TnV@_!mg_x336Osd>DOx!qUA?_~fZ`ItYGR@fJOf}=QKhs zpC~e34A1!L)#h|L-$IZ~v^M#({(TSnWMitcZ>zdZOV#NCppBV{i530}6P=x!<~O64 zJufv}fs+W)G7)C}7r}FqvdHk2ZWtBZmhmvNwY7D37wNB7kYS0*8*&dRSh4yFURFRB@Y$#KIkV+4%i=8~}+ z4b3PrqkUu5UqotN(rD$q>YovT;*poX^zCgm&|}>T@0V_<@nL_ULDBbG;?SYgX&(gx zL_N@?t}kz=Cnl2ZcouvF0BF5Trd|ywn-_Xb&uisX9cUO^5kwAcXV}`9jVMeRXTCuJ`NpM2jI`PTg6*z zfYbTf!LGm^nXhg9>W#Z#E&idxWqVxA!zNT{;M2eeY1t%6rROfua>PEm@ZFZSEp`7% z4d4Cq#d&!!T8I?)+g)C07cG5)pp@iGjUCe+ku9GwDQT5vPn6`?E2bJBU~1DbwFnk| zq`567heK`w!Vu8k?Y?8QZ$0RbThF_T+}NubH+7JEQ8&q|)sd>A{H3YOtD<{kahj*6N8f!j zGB#e|sI>w_gc(RWb75)X{MTEeUMrTf%7^Ze*i|WiMbBDs$_yY~h>3_znf(^=Q?q9g zKLBn4wp{r3=k;<8A=V$OKz78aK2b|m{VJhiX)tP?+71_jM@%QDqF2k% z&4&HvMXH$gdZZm$^^L5oqI<-n1v7z}{mA+8l)cbrUC6#wa($}~fBaOX|Ac4p7TzTB zlf*L|8SY4E4YSd!ur!FMK3&L(G)WzVQk-x9B$ z+b0)t-G>Pu*AnTHbL$g~QJbJGCZFo9+pl=X&dTcR4dVbl+BPI5H1Y=)fBvjLmmxi# zKzvWCwz8H`$_onu(#I;SPL_0({dB%2Xe%&eHRo~VkF=x9u?>@0E0ic4Z1pWD(4yrH z+xIE&rbQlHAdc!}rxtJ9uZk=&L(7ImND3Sk7Je|>-sjJFvCv<#Lh|>7BnLp3xSdS* zQu)K^wRz}r7w-M^S8Tf%$C`I*!jz+0t2ost*)i%>urQ~0Mc9gca92)3bmD;otzsjz z=-AiesFHlBDRrMhlyzn0S0>Qqn0l<(^S?a5n@jJ%pQDLwSEdN1=5=n> zVF}ec1%-W0&hpie%3Fs$XTDBo{emNoeEvtHo#7HJ<&v?5oV;N=?kQioX9Dh|9m~y* zRHqFSHNv1*QXp}52%lSv;%{oG?Yo*XJvZL};!yhm&w zf+g!*;bkH1e9>QhcX$ZB`@xr|jxk@0(Gf)M0CY_t^^7)=+C-Kb;GY2F2}ei1{%X=V z%CeL%g!Npu+`V#TNJ(MLxnFRxUA{n1)P?t6PhVlmuTPv&R=uwaF%!@8gvBE((-Ovy zPp+}1vFi&aSsELMYJ;ttrPi8oO0?Q2>l)w7RL8e-w0VM-ceCFl?NXuQ^|@(Mzs?>mx_+Iu)3o^$yxy_F@s`kqw>zGp!{ZKzg~YOm zrenGN^!G(OAnH1$kDGoT7fN&eaB`1YwgG);dvl;)HLTa#i$LV*!5k8Yqy<}fxs>OEY8j|4^4m^9U@_(uw~HaG8%*p5FOyD$bB5`t4;i43=XUH!q%eGG~9z1yP$og48 z+>XgYF=}L6lyn60HD%oQQSv6~rSQIHdq`2NplW$GC(6jUt<0G&lu0l(!$Qot&$+W& zkRl={@y!vb$clXh-Jd1H=%w5$4<_a<_+$@H^whe@o$K1srDgQ$7 zQfg726Ek(XoiS!LSB-JK{>n8?J}Q0#M{v z(_g)z41zSdZmCVHUz{ID_IsvkMp-U>^^|dyNfDj2+A5VST1fzvf+zE8csP`7pNqs# zE&QJF3!_+qaAH$T>Mz`kwEjsgd zg5My(IOF~99rd;lg1l^9S26b8k?q+(&)Mtr*k>aFM(S%0R>hBI^X1_Nf_j2rpP>0% z*z}YuOFk9(nKn<$(eAeEfd>K(j5>u9X%&&8g;iC)tzpzaqc=O0{w&nKhGqLoWaALe zaG7fW6}SCvwQhAtR#s^5-jtM-$*HNGdlUigSob3#xsy|_Z@Gafn4lRsA+Yw9-z=B# za+M*~(y_#(z@tR)pR>J%{h9*;*%ptTcfjs|KLo2)+xgv7C;j#@hNzRQo5pMk+&c_~ z?MiKj7vpvbb{O4@ru zjWc3`NDiRL-0ACJ0Ss-+?CngAY=avu!PSbg4-O^^8Y;Y(wK)GKd^;<$l#>2G?AiSM zJCUG6R<7vvEKt?|f#xK+UEpwz0e%PN2mDF|unJj4qi(~y00xTe+t=bEQdSI?PfAem z3#QKe4*L83uXmmGW&J-UY>A$Ewj8~$``DPB%WsO&9=m3yWl*sOk{56?d1Tu$uQK%p znY9^+K*;3(hZc!v-aR5R(>+_7M_?b%>hdKZ5QBbBOk}*EZw_w}nC`H9b?sjsKp)70 z>*(px?cABxGf8J7xnypULt7nL+f!o&z6P=;m__NJ{Urj38Pb)!VeoH;n}UMy@L&?5 zmX7?3Yx(*3yw31__0-D41|H!vuLe`Cv!_Q}N9Qu2H(kN}dEQUxr3uN>)6!b|(YDi6 zWLN)WZ7S>&_;fVk6_^gvX?ph^oMIBl0>6Co%!*J~cMwIGM?Hqc@{DGtuhtO#ZYnB% zqP1m9OAB1^&=uBzM1cM0>P9CfCV-7>Oey`n`hNBdh=d(apMsW$uy%EAjc@?NU`I(R zRQpo8larGP+9ATVv(f^&12Y=&+?nv5jEwjg4?E>}0(3(HH(4tWgvCFACPYO(hMN|Sh1K|otB1sM3qWS2r-4tNXqaMsBYe8ZEbg8Ls#>93Fl=<)D5S2eY#2wZ=>rKY@KReXq# z&k>9-9Cd2Xr1aai$E@@Sz6crYJ z1?C+7M<;#_p(yaWb!4rs;P-}0Eyac;pm^g9xJQT{hKA5X^xY6y>QNJQHMKV@%DyiJ z#+hh2q=ka?rg#W6yKH3cfBucoDY5^Bfrm0OZ{7s!>>sKE zwo|%{uK~C!eEj?%bCy`w{RHEIpdvqwWB{@VHtGn#SEz|d@iH#3JPDY$>CdtRcRVW_ zTP^s#K)LNOvK8pgMMw-NX8q*#CAi!$Clg9wQ6L^g*hqR!wm3oBAXmK8JGFR#7Rm&L z(nbZz9RwJgZ7^NyO8Nf)W!VNd6B7YUS)aQ3wF|sLqD}em$^Sr1OifGs3l27sj|GDq zxI+^f8xXTq(bV73z<}OxlAZP%BnnBEY4qAeJhca5Ei%gk0|P=jH^--@j+>ay?^RL? zLLj{-aH$_Dd}4WN1X4=pP;T*Si~>7TG^CX$B_oppnASo}@y>rieKWg%>Ix2^Rl2V{ z*EI+EOueEZ5Qn4GasUrKHq5zX0@UuCXxp4Vz|Td7$Ligd{Q*BzsAhcYhwodW zh3@;m4a?&IcE7EP?cLkn^@8~}KWHV=(!MC@pvne>j0O%B_4QUD{qNef36X*xIRaXl zP%$nn=nomNQv|nfsc)-Px@YCcLo?9x0+y~0xf95+pWia^2jI3sgxv5|f6?MG%O3!) z0V-4rVmu4hD4I=RyJ`eoNzJMRIC?^wLsx*Yy5YEf(U2pXtKD^IPXG_>*8`4FI+Y*$009rTpjtpTd3k(bO#h+rk0ks)4ls5vC7`Ly|QI zFrgo(q|)bJbVrFlb;9Loedpl22e~ebi13RJm+0-Hsa@ z8#_8qUKMZP{sGZowjM?GF$N`pySe8~K_4aV=DvZ|w5A zfS4c)1f&-GH;`8Nxq!_{HCvEx+Q_?qpV1~Hg5TZv>wIow;}yU@P^HAjDti^R5%bhC zAu~f-*%}%`=LdKVz^$x|%$c$Je?w|!Ku@(~XB6d=2HWA$?5EM<$RdCBuzGCds~Lb9?* zIDj8S@-n9{4(^DKjotgX9(rS8VWBT#EE{cEt%|R`Blj{nd2%-^E1@00qEaa#yDK_s zAIw2o$r+fj4!YbrhO{7{dU~7isRzZyn=roY^z>!G%{omGT|`VV%S~9gXjcik5@I!kX~PGzAEsM-|qIqz@*$vlN33IVtEH zydoG*44Nbi=VuX;7g6J_0BfZzsy#KnxLP(^IIwi70lCcuf1kS1ckeQ=H9v?h9nG;v zO;vWFf_Nb*f1!@9#C|tph zN&1Rct;vJ=iPgxW=#`)ul9S?14GjnS!K7ghZ>v7Vb>y+SW9aNlig@gvw_ZNsodkU5qd)2($b3 z63Ha4p&MiOj9oNa-I#5!{mK5+?HRkp_*BsnON2FB5H6{gBJqW{wn;{sy}V~u^j%$a z`~8Ft@P)2wim}9~^Ifs9xT!2=>Xdm@CRRu<^(T9fylcNpjJnU$se=|FlE#I~6BG+H zcyU-TQDK`sFf;y3`BZ()^|8BAtdT?4ovY=KJoHl>&H>YcgEq=S&gS`D#+YQzYO~gC zo-qG~Zj->9!dYe|%(Zizk~qsqvRtg^6Erq`@on0+mj!u=J1DMNr*IA*`eY!N<9{IE zqaZ@#bfBA&cHX2zSJ#taRpu)d$$4@5!}ZghyYK`m;x=#s`p3p>s$>?A+$?UK5V{e` zeZr8r(WF}yxewdDlLv)43#^j3B*x30iZDqPeEK#J!KWyplhZoiL=C=FYwK?UM$-%Q zdUNlkSw^echLTMfFZ}{-A$pUz76FY{MRkTUam-f(SCp}N=N}*YZ|^yO&hAfkpmpUr z(n(EMv1FNK@!sVP6JtqLD=;iFad%Nr->W;s7j`30!BW8Jpp>)~I-D8h(ae`tS0sD% zFvKkW;9(1G%eL&UE_uYd^06%fS|SkQM^6QQPViR6J0A#OeAn3aJH4mUSF}ZA#k!di zhXSSJG?||r6FwP7uQK5rwJ90eqAZxy5<;J6T`+j=p4K1!t@aeOl{_4u5B z;GHlPFX(mrCp~idgf&Ym`RG)r94<8!Y2p==I+Rvv zxwZ!`g|_ePXZ#YMba?AyEoV`A0Xv&FUv|7xJ@F`<{rG&USLtr+2L25GolA)kqh+V{ z^1nP6IpNVKR}tkaUn{>eejn{r6raCn#G_y9lqalqCw`GVv3})GIfLBom03=mi<6sI z8a{l#EVz~Dc6!r7_+?tDbeV&Ezfr~&wEpe`avHF-D?MD>Lv9cE1@nZ6q2@qJPR?Rp zSno(eEFak?$An(7(B{(qnhUexQT|zOhYw&5a&VZr{(0A>m+x)!2S$uSbro$CIuzua z6+K%1vtUOMJme-VT&i-TnuMwG6|}<9A{VIgGf_1uS{l%t^SAZ5?|1u4TmHKqdwr6+ zJu27VG*Lt`c{JHTn3?Q$p9}@*M(^jt^gmxWyYc7_*sXS(&o{20O*ZH4vR-6H0RuI~Q=DS@5TLHXyzw$d22>+jKS72NAsu9Ffi(Czi2V_Rqo++S4L ztfD|n+yi~!IYYbOFgO=Tr9Wpy`+uL~-f#Db_ucAp4r>)LjWHfFT9Z`F{&v55tV3yU ze*pib?}Pf^QVWi>sfXUQO4GF;rQbsp|LlT+DcSSIKN(!Zf9Pz}?q(=?h+imhi-w z%w!3gZO8P&E}?yT0bc?Y#}2WyiD*aB>!s84GWRpTEiK)3di&vh&wt;mlS_MvzrCMv zmS__n_fuq>r3cY6UE4*PqrvvSx?E*5M!U&-kBe?UJ1@Uu^{IVKzuhM;g|nYBOn+gR z;wT0Qphq1V%=@LQDAPNexhc~hOQrF%Oz9~UAFxtCKOp1e%a^p}N=#7Meb0ki?JiEH z%$7Da-ZVe+rYzgqfrm8Prnzl0T+rgQ&rvzyz@j+8!cw61yNr6>=Lx0TSUG(2@EvvRH&{o_!lO+Mg$jHU7e%5&dGajW4W@0Q*7EM!&J=NO0A;ffYh~pDY0iwzTcXdsE z`DY>O2mikHC>;ZAg3`t&IKn;=p*)?AcQF)|WhYJ_B{A#WT&)#Eq>4eZ^N2pFcA*^TF%FC-O&*yq>X@1=>CACQZyRS!ieNKa@=6Bl5p# zoNvIluH`l+EG97;iI}+j{}rwN+czJTYT|k6I$xqiON1{lcdng-Ux%0afqDQah3^>s zzpvtQjW~;YngSsjTYJuq6<_-c7~|{mn!RK#aAI78C;xVCgV6Cjv+t0fu2Z!j<@Wyu zjG&0@3xK!Y+g*Rk?Y-{Q@Tz}27mYN2!ch-W=WA{#0!Z*!cPwH zbaF7qYJ9K#6qk30649FoC*6M#``>a&T{sB%Gd7t<2V@ONV zosG}3O{*^;`gZdcxYCxw)mEn8zI`KN$fbC!fZlw4Ahf0%Tv(hUHokn;4-n=F& zef=1J_h%~T&s4^TjV}^Gt35-x<#zTS{`5tp)BSBz&|geP1&4=d0sFtd z*@eG3>E!eYj!}Hjm*)q2)xynY;|zoqrf#3><{~E}go-XZ3=nlZ2w4|Ky*t3Uv7WcM zaiZ%-aAmcj**lKU-CW%q?bj%8o7tQxJ{`O{x1Ez|>5cAk^}VA{tje98RI}p7x~(!J zEQ&JO~mdjJ#m44(PlXeacV%bdqm17T~AJ!;Y%o3GLueKAdB<7Zlv z*afl91CAGyELDGWb3NN=S9mK=de?rfXn!{2}`+c;wHKUu)6W28BuWb1O}zCavN9*ZALvbkgXlw{MEZQ!uas;TY0fp8$n+OgGMsjn2cUIACfJ~ z1FPozdMjDxw|7I?^CgWBlnb6!(k3|`6OgU;lkO6U7V?%~%L)EOo?1L;afX9zYiHcs z9cLW!4)zJ&S=eV4d=aa4%aTtmHctrd&2Cg%11T2q)v_u zU8&Ufs`1CuZ!5c29Lbo(L;%i%pMAGYC|DcVZ|Ad#s6KXk_wpOgdCB_%3ns$dpXH8K zKl@TqaM7@PNVVOV?6_#CXw&`Be6EtC`%dH*)Q#Ltb!;w2v%vNP<2UV_KP?;x8yV(v z`Xx73a-&MY>lvFMMHd;2^ z>Dp~NJ7%wPQmC~UmJj&;s?UbEm&Y|r+x2Pef*yE<*9W6flWEaPNyVkEbW=(y_r z{KmjMRoT5ZksZtHDrAenxxD7`H$OiZ_((V9bs%m_$34B__g3Lo{`TY+6zoI&_u@rq zj#@o+zJzK^<-mH7O`*x=9h^AZPF5LJ<(5OVYVp zJo53r%USLCVv{j@{k}2IIgGs>dov#J;pUFD=JlI%t{q;GEsyaDx@p)s>1}d;UZF!~UoYh` zK#=JxZdl{}iZN;(N%>L_DTBO))LFGq)g{>h(~(M+sh%AJ4sxr09k`l9C*OvT0A;k3 zAgA>PhvTQ#q{~pt8S)__%e30AQsjL7p`hvWGN$ZLjvM4NhPMydMq4C&t?bt!%bPw! z56RN9bNj{XO$gso>eCue6BI-Uj}X$-BQ7fBGx@8I@X7Ym6Q_PSY9aIa>-@vkFLD%w zdK221JmCL3AUw!?9vOiIwPSxzDty2Zj!Hm@(|FOL8PUeIP{|Yy;V81X0xJTB%*lwsTK-c@3Vn{j(yB?vc#wexadLBOj_{2D+cFpu z0oBM1w1xrdFO4Pc2EOr?wy?8y5*M!$+^Pkse6HUg9m>Wm`aMTaExvCRqe5-(N)FN| z_~8+tqzTl}0MV%sWkZdXw#q{R4x$pNx;p7-1W0?#u{@6j|A^PonQ|0#6%=X4=$S(@ zJuU0w<{kKr5R`4q?h&<04q7TS8Esp{fKmz73WpIpjZQ+WB7=0K(fPAco$h zE5b`TM{D$>+gSDVbIb5V+A`6FYYP(D#omRZMaY)9+OBA^rys2P#YG5{e~+}qf~H8M z73M3xj1OTDp;3>1fvCyQFQ2FtPqq$)YN|ej-KE}fDT0s2-6>r#~$jlr! zK_yOw$njA5_eJz8RZCW?(nVRf^N*N zMXsN-iGG^#({t}b#PbgG*{E1mf@1ilqkv%YyDL7XOQ<>V6uPWk}qF&`S!4_zXC;^j>_h3;Awij=1jLg*hL@`%qgRLfbNtu*{81wRk zx}QK$hki&*>=?ZeGGcYI2Tfvtzd_Y_n^Q~at(=Y3>=Yj#OB!k0u0+2Imlnsg^5hrK zDRS#F!?cpEUj5rvuIb3AE9y)|o5TRc3XND?ns!}jC`7xy+E&^<**|0B>75XK>e7)Y zhQ!-bBNG^@FgfcJi$t(}{Teg$>KrbEbok?CKl)A;@% zODl6Wp?T`?nKuO>?}|^G#^+x#Q()>UF(WDWi>0xe&WIWs*Yf-L_{Bkb8%4MDz(?qhh9 zJ}ao21q4dp^}Lc^=jmD?7-u?H=bYk+g6{<%x|`$FU=Wc+kA~FQ%y{uR9 zBN}9W?nC^u&)a4rsJmT_YV_;<63;8;k9ZiD&_6x$9?*qV37tOJm9xZ32R~BlOi_yQUO= ztT^P4PLU!WGH$(J_gNGv4=&$$yb<-Zj#d9?bslhS6}mSjf&#a}T>qu#;|I zrgC|Gr#B#}0?t40sd4A|J~{*i{vDY6z|KQvLjX0k{TS1i_ZtoJPW|wVgz^Lfar7}q z$m9Dv31+;Ymf8EJSC1^kdklr-JM-7!%Vh0VxkJw_SH(Bn)+@fzO6Fa7-XP!h{wc5@ z9l25$_5L0h5!Ruo(Q~yV)==1azsMuqSmr_XaFf3nWyGOn>XW@c@onniCDrfjQSjd5 z?6@yKrvDio`AMK>!nvW1g~{@Zd%R}xkkFcu6G?Jc+{kHNmS7wqHI>j}7{EbEuTCRV{DcjDj*)v}Ff32gm=F*^VF z61!!dHu;@8W12i&?ead@r=GY8g8EG)5CY;DU$6*54=kHk6`lYM;jaws++FWoj}EGX z>K>)1_Rs96rA2Ma6GBoAscG^wP6R|Z`hgu=T%9vWqu6Vh?PZ~70(F_|nfAQ?qZGcd zXeLi8pAix}XRxVF=sTP10()L_Cr3MiAk zFCE<%vwTVYnY2HC9V;QF8ykJGJ$TZi&Kb}9;sW)H;>VEj%YV!ZqYFrtKd~?wYLNPW zs17QVfGs*`T)Y{=Q`-cG3||(gDBed2HYWRWDE1DiayZ_9(c^D#<};gJ&ArgGhu3pL@qryORm}2JZsm%Mlmq8Y#Y}3b09Wdw0K4*Xv;fQ zTPuCPJmwBIB94SA&v1d8~$$G#+1;fC}uOPl2l7Bb*OJ4_NS7A81Ns zf8NIYWqOpu5Jrsc_#MRS*4~Kh{GQP~ki$9T4avaFrx?Y&S^YDz=5FUyyM$*emv5^{ zUn{T%JP1&Vq}u3(f4(=hzj>9FZ%#u>Bu11F7`FG=;8YddS4N%Va_Rft=hIFXYP$C+lGGr8~PZe5a%?H zcK!*+`hoP1e5jhXa;3?mxtnhfz$O#K+op~Of`D*|W+2$CVC?#N95IR9 z4za9rS^_mBR@kU}|K?Ua6L{$4Kk+;54xzIcyV}dNgbEcewXge=njRT8`P(HMwH~qu`PGl zPk;Tk+jb@lkMcx1Y@p~Li ziR2YCz+y2VN3`TQf0=41RnEynw^=` zS;`{Gml?ru!Kz%7oUK~VCtDdgy*V>~&R(?Ft4F>x``}eZ>Xv*@UHIR&VrX$?=U4dm%kVA>JzqI|vP0jE>%)d(3;kW}LeNR>!FrNW4iDppr# zPA^ukV%>Prn8Y(Hx?s=S5E}3L<;Q2~C-(!TVGd~_i&Y>#4Z#(_ZEqSoZQ-={ZI+0w$Ur+vP<5mVN*a#`l3yN^^ui}RBvL!;?0y?HaI-12Y`^CCqbeaISg_j|EF(249J$Rtw$8DQs#tUXismk@SG2eK7qd`|+#vWQ)+Zj^ zOn2@teBpKhjTFls0t9gYcuic*=7BeKobOvOdn_#rjvFifS({;pGbbut^s?QHcr0w} zlD%R+DMtL@Z%$?#pg|X8v=Es%Z?CO&IxHOSWCO~69SHD^!8f(QbW3!k1HJ`3IP`2n zyf{Q)|BzpmRB3^M%LaB} z7wQcvYln}>egy^tfjA&Qg!D{S7a8pRkl=fZ`W5e{dvmbKDBZfZv}3-OZrEls>1guH zbp{nL%Bb3U@XzwUzJH${kA)Q2E8b;}j+j%<@FI8|JkVb4)8BoM=FtLzCkAM3f$zq37#_1+o!0=!oiYi!;i%TQ$`vfgln?+Y0lI8qLCe{9!+iz> z;bQ<_Pb{cuw#hW{0bZQUOTq?9_RZ2(IlhYr+mg-Vsd%MGgrHt(t$uenDANif?95-< zGu0W39r4{{E-OxD7=x=0{{f>`UP&N^h%f)D4N21LKN}vDYNxLooDeg~Z-k6#vP)m- zaOW`*$Vj)+sLmBHIpV-pL#(a9*aHg{3I-e81HhV4z5zQ$*!YaVtm~vCwoLOB{EQ&? zQZ$UZVj&Y4fh?tdcFqR5K4shX*>H));7gW=`oT+L?yVQrw%>zuO8_@|=-_I99uxQu z7*O}Y&jn+>z#X*`YwvDehQDVsBXS3R`GHvU78oP4r|PPkjL0EhzIdQ`=FJ8!1CjdmiC+SV zojJ|D`#CO{z9Aaate6ITgWbcyh%2UZ5yq530AO+gIHLD|ApMgQ#xJx-3D+_UWQ4$_ zI@R+U1e65<5hONyAIu`ffhQH1Ez5u5O5zOH)&eUtSgFDq3kVYYj}&srFH-Wam4+j> zZpEtugfwfd`!C{Rrr;*8)}ETKEZczD**Ao?AQewSyP-eM>`ffJZI-3@`DrAix~-E( zhaJ)6DCrC@T)p#u8R#vOb}j0!no`BEp9QY1elFs>_cqBAQPrCpuY6^K90>!4paxQDsVzg|Dk zs!=n0aEkGC#{H#Bn#Ya$Ra*bt#I9m%sY8Oh8vj@Kj!~hHxRYGX`tXZlL8N1HDCA=7 zq{=h4akp49<;!CHOg3#ALgYkl3iJ$4-tU+8{ztI>RT2`5M0{u|lr?cgTsVF>FcoxB zf%_pe*1wKEL!n$BXB^9g0@+~rdK})JlAW;$DY;>Aof_G8>>J5D0>P=Rb<+OBY3y*! zlu}hav%Ep1etJ*8@HNMzgZ{|a4})i}%1D7;nipR`;H<5N3`(k@x|t>*Wslod=klz? z{hmsoelpr@oC4R@R%swkk;#LDLLNn)Yl(zhslprh$u3@pRWN^M1Q}!#FyL4S(T~uf zw_qnC9Awc{Zap3UU;*a7KB5@eH`U=6<)7CQ6l7!)#&v+8HF zFiS%M9gtzHtN$76F@|e1-+(ZRNU35=lqKK?WbgjUU9RcCNem!w?XLER1T$E)CLoAj z0vY>i6x^jAuM*#2!d4(BpspQe*nBIs2Tq+*04*vW0jm}WQZ?QVIWCu~aG*bxa8I}X z`2WRRq(Ni+K&&63|r8OxV!vb%HQC|ZmH zv+_NvSs+W*{7__NC}cbb^9Q67KRU4KjOT~U83M28;>NE=as1ukj1|%PSU)+!KNG;JIbLn4j>28J%_aC!(cvibEU?t>C$sl*-ji8Iz%IQPg7;lrBm z77`R&YiqF~@OLR0WnEwM;So#l+q<;rzeWgBvFwy&_=z}p5Z7<*IvBKP8K05sgw;Xj zHilfE!=Ibx;q*nm0bSk6M_`g`_mj{3*KO$uEXy(EZ(kbH##i)|aY+*SvIhB-9_l(Z zqK4DCHG))t%GO`zPH@@ten0{lzQM2Kvw4$Y|0o>3VDgCT!n@c}q0O8~b|E*7%3<8J z&LH;JNYGGTe6d#3@)=0d*mLt+%8_2qUu!3koHz#$&Y-jE%3v^7>ian(5-9!%Say1a zAHbR7Zen6G{OJ)>tPLdUIRMWF;D=dVgUMruLGB3n2oyJa`4R;(1}17CPnq4H>8`pm1sKQRJ(BuB6OHh=O6f(8{af0$=MAqRrk=Ht>5 z&7TDsTY`iatr#UF!K1ae_utKj z@n;H48wy2os7Oke<;b|0u~K6;c*8n!+>l+F`V-C67bv7Wh}X!eaJxvRhO72BGV#MJ}r9HV`j zwV8&XJ@gBoj(HSyY#WH_1j9TnKe2IexWVrC0z?##GZao8c?fL#S%G^qU|7M?o}^g! zm%>2=kCW#uu#P2gBL@oIi>o0#3JTao`T6_?bUHqI06%wz$kb6-bh#iVPwh1kE3gZW>5eh`9^ z4$5fZrqYu=#x=~Srb8t9bKj{3&10s*e>4qb4Ijv?#K?_;Bk%qVA@zU9WLnrN|Z?aC8dZIuvQbMOpJ zBzI#!GE_XAnEDIJ6V0E_R__0|7@ytxyqdq&XpzUfwiaTyFaIwYq%XDLy$aE0hUahox0RkX<-8;@ zX3^%O?;`$LXsZ>Ik7tjOA$?p`zS;e0f+TZWOxyV=40p*}2KN|Xfnx924TI%>`S?75 zjqR_S#y7CkhD?!$g@^%jROIkC_vdCHD5>Xe+ek;}2E3%BBj!|i5E+3+oscI7JyZf} zR_Dcl$a57b&m{*!P@Fw1g;LnvwW4&g&(BZLsP4*V5^h%!gv#5jS_sKTSwcxTD3kNE z1T$WJ=cGK;tp2J%Y7waWQn_Z~lyn?42iVxK4`;+t)Yc7k{PK%K*wv5Bc0|!j@n9u& zOC*$@`rO)Ot$b`9#x!#I$X6MFB)W=60K%dW>`u1b_<*NcCEW}aaLGi ztxJk_zKCf%05%aguE9YKiI!`Hl58rpMC&rN(X&DV7!5wQY{uCBVOU*VTN5fg(9eKH zs}XHY!Sq+K->AoKLOw~uz?@|y6%DR@b@rB@YNvI z182VKB}hN1Yn{n?Q~;q93%{q3UV|MXXsto3l_yWM3JcyTxPMBoCy4r~=GlQ7;%zUN z#;Shj!90dX@ykL#+q`j#r;3dqm5u%QaQsg5@3KxfRm8ZyGrRhI_NfI^=njdl8}C0{ zccs0R((Z&JDWr+qUq>i@)DF@98~c?Sl!$aIyY|gv7|F;sdJhQM4}D;h1`s}r8Kr7! zQu*H%diRO9FM8fQeg_d0g~2Hgwdy~^*(V#S=XCxB?(N*7PzD_~SKjsfq14SH7WuAA z&(hVR%G|Jd{fFn_0TP=*ZP@g_axR}Sq83nnu}tL$)cAh9fYi)wGQbY<$>M*jm9-~)?iX}K8rN~D{IBg2e^oJ5@A-OU`{G_In-8h3-5R_^ z+W{JVWr07)DV-$+6bj5X10Jy3EjI0s!4`wS8h0!%tHDYr0u;Ky1lH64W3~arj&|4l zD~@SaK==L6h(q8&|I+5`sn?(Go%@EJ%f}Ic-m6lo`x9^jX7!aBv%|#16#d?h0Qf(! zO*#cxecxX9o&y;M;F)Dn!0;19n_MLr6hNxpTwhxp3*L`hXQmJPYH|G*8dUjHvu@}KAz<$>J%dOk01tG;M${E>cUgC!1EuWmpe_4Rn zM+s}PrE?;nrxQFQbN@E+%m`Y6v7YBYoy29>E-?3)iq0u@;~Pj5{tL7H0TQ_%oLXK&IK_+J**pU-i~q4~7@EF0sPCzKBXDNc1085icx~+gya> zKb5_e2~lC4JREF`CTk-j-_x|RgKw+fp*7oHCN5kPR(H&L@+_y%OzGyzYvA-N(qObB zTvIu{eS;WmOS&)yK$zcvi39WGKp-};0IW*^v1Oh`_Xw|#=J z3LDQ*78AB$xiA8x4rRFdI?=wxd_j^NXtJvS0|@# z004qMClL4a{ng{`tI3`I674a}gpdJ^3r<~P`la`sfaTrieXeU{eCC1DEa=46hO4bR zS%XxrYiz=uK!Wx2>@1`C0qYrWM#CRN`#;MCXjMA6!~nCgE`d*c-(5LDnTbbKE-mB^ z*00OU){}=P_QeeiSu*a*pO1?VglzLdy*qfmNj?AP-(pi&5#aXOh^NQGlYXDqkoI)A zLYJrP-oHMRn4AkY5W-gB1tttk5<^g8ng=RM0;&_@uk? zn^^1xTdPAw+?&jp4uddK^r@4e9rN{YSr0{#EufGW-`^ zUHA*vrE+CwL(_4z{q;D5oPWO8pF@AI$>zw(levT1wm8lU@&KJf3d8)a3R;y+dF4nNsLWR zR{j-SslrbXAY=$&f3vCq2)jDA?6VJW=D5h+tOJqJmfZ|u2ws~ z>DbnuStzF-NK#4qeBjODPFTos>9Q(Ui+S~6cPHt)hDYn z%)lD%^$J5l{`vt^;!~|&wS13hqt0R#>w?+g@2njuX8bbU#+CE#m)xmpcE|xJJm~dj zt=XiKj?wy!zRr{yx3{+!AaOi`|LKIxN4A<8tbe3IAKugvd(bB{ipzhVAxtlm+Yw1Y z4w-t_>bGW?u6Rj42}#&aIng{PtBHHIV0X@!!d$;y#X#^@ri7wSQ{`^*Xu-=D!{FJ| z9}$RaVi`=^oK|sKxddSHAzY zzI@kb(wM}!{tSA`P_5~3<1bcSMU(h9khVuIT}syR#=mDysJ-NQ(i5?35LO%js%rFF zo+3(SIJyArwaZrJ+oHL7#FV*ijGt)q$nwjmk#JQ$A}@bAA;{tXHQ^-Sj+f(aV|We% z=>>F&)FKtga`-e0ikA01gmjD4>ZGR3D^n>|((w1i4bM$?($7Jq)OGUdGzQ8Xwa6K#@AEXD50iUtH$r1+lg?z8a6^usR(x*CX#@^+x|)W6 z-g=G>qowJ>ULvUCH@1gO=*eF*{neU`!ZmYn&*RR>3By^^c%_cUPc(aA&*Oc4Vkg-o zJrzl;dsdlkf^5*Qx7#HQ)D$G+EBbj`WjGLZVPiAqd~n~Jrp&2p!xZ5y7EvLK__?*}NBF~9ZT|=y z=tnpkdW$C}Bq4Q1@QF0GRaOVdq0#gl-v@g>__1gw>vYlZ1QV5D#OJ=5vO?5luASli zgJj=|+F!PmK;&PeCj5OPCuPr~uk{0#I%l*}c%~UebvY^6q z%7vvh$G^ti*va*Vz$3p)_%l&rRH;GyAD+@sP3fKQ&aFyteyMul(R}ptRz+1!I_yt0 zXmpn~HWA6cM~tH@MC6=5i5Zhw?8&spWXlqNsKW>_5OE%6#`6`eNL`l{*cq8e{2d zgUrfT6#X3@i5c;eNUj$yhai5)aATNvnMGu$?tNn=w@eI6 zEVS%(4TSR_K;X!VUlN%3f(%R33>%DmnI#YQ-#XF@Mc)YEAv#Mm_SB2z z^BxHLjakU35i@d(An~B@qC@#>Qn!g8LmcYAR+&P83e9RvW1b|beV%cBgZWk}*x%U^ zN8o9+WV%#K7=bPWnA{&694HA5!c3+BSOE!uN9YdELHa7ttHAA?^3fX1ia-hj2N;lf z$VTM-5C^b}jnHft7^jY~7_E8vEY1xkVe8>hszj>XC$MXN(I5J}df1*nJh?lL=`%{c zr8r7nNK0V*!uf##aSYjo9>or;gVZggDZile!#@Xh+-MLXUECz65q_^mi;JMH+()lX z++EAf%#r`f;gyCC9G$A4XI(Dc{o!g>YvhyD?RR~iKYoi&<_T;A_oNUpl?inRX|XQc}!&7M}dEB(jj| zXQDN#Sm&nz;wv3Pg1(?6Rk9nMqzaU0QY{}2$1H=(Ov)4WX`d0INt6Xxe>MvA-@}Mw z)1bpm9?#&t@c|VlbPDW~assu^AhP1c-?dp$O0`Y|NmYa4c-M^Jf;JteHvMXSTp3z- zBv$87TR+UBx;8s)jZ%rBRM5q<#OmUU$!57!t<8#7;^=^+9pe^4=h<=^M_Y}5;L&-C zMcQG_jG`&U`*ZAdftw*M`DFCr5ZW3IeSL-$?MzX*;(%qd4DC}WdRwXhkLo&sbr*x5 zhadM~rAn3jS1m1FlERSfj0%7yQ}3A>#*Tkd=grz5KF>7f7VL~Qt7?Qn67lqOV}mg{a&q_54_+0*8V6wxoM&0Bt1rL6PJXbCVYd1X%je7k^X30L-s zix5~X6jZik0PG|A`5P+bWP>0CQ9eQ7Z-d7$sB?HYUZMP@<@M02lV;*Wn|aj zVRju>x|cx#`^GdRm~pBVxSeihFQb;$9r^E$yi_wK(IIMA-cvfRC^?l2evuRXP`!5= zuFNBn5ymfLN__HXtSPca%W8hhC-{H;qRS9YP%?M8n5xW}hqueg_0_)Z7E|V!^%0ke z&r$Tu*@Z7xrQ0Y-G^0?jU8mY{Vb+!|5pY{LtV*;+k03sxL?uFCdHrckL7`O@zs=!{%y)wkMli*Ws9#DQ?OLQ`dl;C>c~@Rhqo`S` ze!78zmz0Pl+*j`u=9APM;3F|n5OuCd#E|!gj_+|e`-S{%zwyRqyI`(5f~n}z*@|l?%0wQ zG<-D5%4c0CCP&rxYEoZBQf~d(^}jC_z?=*txjR9cFYrVcHmIjfQomTP_tt%VpSqH* z_BS5g>Ju(mtGsUA^xK_PTnCb`1;*kmc&GFPTSMj}N)7s{u_>VR&&dfy!8`y7?7M9> zia@$0 zQopzR{xq6j`2DP}ra}(&w4B|opwb9GBW1}=>f0M1yY**$;iK&sxVUfMnmLNw8mNGr zwIdcYkY55A+iPdwTc&nGQLIlk?|kqe%+Dk{^9+f%h+jUMw`-{h=Bu69;uD_$o^{o4xO$EIsXfUC z-5zqRNeY!b&~P3fmAmjuI)6j1jVqh)Al?O#y$>y*RsbA5q2oL)nEP0$lTXKqPt7>a zV?i09YpnrtsSGbDB{Q-?ip;mGedd%ZpBpaxkrA^MYM{^jMIY9#iFEb^PxdfnFQ zaKq|X68xg(0!u3?VsiwJ=1Vp(i|1+ncinaWuWg@D89ZJI+aOPqc?@aV~;YQug3jOfTP0Wty01t z@`j|Txs{JaCVLrGVfOa?Lrngi%)Q6$lmYcPWm7;KT{va+#g7FnOz^)0sy=W=S8JaE zVxkvJ%VA4B50nUHVNh`fgS^Z@2mtWOf|#WR@H8Vz(_@3=>{(4*14>cp>5Fs~%prA} z)M#|k`3s--^_r$_pR&w3O_>O+LIij@oF~_h!uB-7lGrVCc@oh4g`FF~fZX$c_^1Kwx~>#?Au( zkAnf7#qP6>38aonxb7WQZi+`4c zeBdFLb7y3S)WNN#rguRz%uZM)*in-0t0%3^G*kp8{~X1`mJGE6#jsInQCmdiQ|J_a zz>w89|3=>g-qf0j0b%!|>zp0*0)vrj?`CnnT-bm)urj}S^9YukUa&wi?-dhR$82Y~ z;R^Ga;kPa~&!Wj<=i$Hu>r5m5zDDf?5)VOmrcn9*@+`l+^qjwW1WA~}-Q>MhQ(v@4 z0(szA#kqMrctz!t$$LqD^f9~ zO`+SesmQX9nZ81upSRG61@!Uf*iceg9Y1r_0X+Nop>=&iyD&MFGEl&7 z78dmrT_L0L)Pqj}t|e1DGn4$#A9)J&i9@d|`^Z3~6d*`l_clz*)qkft?2j2!Ur^;I9 zxg%Nga{{vV2ruvOZ@BGjtS$?!`2IfAYhqFV{@`p~=4ct6IPqOHlHFcA3s#~GxrmmR zZIISJUv3OFoS%=Z&#J*fR}GYp@oM6|3PlqSd_<*{m3SBW-L2=b$ela86Z!1>Rqtiz zCD?k(vS%J29*W+sS_z6Ajlqh(K=*)&hQ<|8IbdZlpfdw>R6BOW<}muDNV&B4^uO;F z>=~=0aBR$8P_Oc4RIY$W?>92ZD!y^=Kn#(nnBXP*_C9=kX4(Fo2PvfApl!v7<9%t@ zG@-=pCqc${#_dsBEgFsp`RerUkLa@yLjPDdURe=lH*g&$L3ImN%%7{!N)_1PM?RXm z9G=&D;ZkzirkAKQ@Df!jrWt;6X%)dIQ%Zw}pbEpD?4-#ypBrL{@cm4Z0EWq+SZxxBBY z3&&?cKO|g;A9cNVF3~ijK7bRvSyRl{NUkA#UF*FbdC095irR0aXN%TS99_Rqtt9&U z%MWty?^tYbVHgtEp5DP3jg0fmh@tmh$g*$icgdt z4Vk7@boao;9(@dgWE?{V>cFm>)XdFCB?TMYr*O3Kh!7$Y($+DJ0`_NdDrnY$U!;Ru zTJBA3d^zDI=`Ua5xvid;?^<+zaHlVQRge9p+nS$Rm-!t?3PaYtv)T)Y)j@XSwsrKm zW+msQyKzPM=*`7L)(i61h!B*SGCqVKqKmM*Xp~b@evW{plcqn!$Ghr)^Q1sTNQN3c zrTVvGvw>Z601x+{V4mu{^Mg4BaiYMuC(u7}s!85CR~)pEOv5Ce69wdDYfsKOZui|Y z#1a{Cr`B$X<$RO?GYSbg$vZD8I)$*=(I)8apmPP2O|tdk=xV&_dsxv9;7_XZFML3F z+&RdD6)KOM{4QE8!|pka(mHUNOV-P1)^ zZg2o4ER(k+zB7g^RFg=pq$s-lkkYJ|o=p+Vo_XN(<5%btNMa(*qtv#Cc8gK#(3*uH z1@4%Q3O@>hZbz(=f~m)Xd$AB9KZ-9un7b2qJ^GKXQP_7>7Q}adzB+%2n+MKVM9H-D z^!W8tDMmiNwx%Yxr5c?*cIz+PfjwYh0;^!TQlX$f*I-x+GBjWd z(Wn>y;2_YE2?`PZ!(CJQqaGV|t$`F5m)13GP|W-LxUk!p9gud_vkUlW-ekU|#n)O|uO&8|DSNdSUcJd)shM7B zCe>0vMl`p9Cw0I40zzSzwy+ z`YWE?jgO`_yRWL}D}IEuIZoY5*kitJ;ru6pGipe~>kL{&_t-78K_U(ZXas%nf(io2 z*d16mEiWytIk)%yJK_M6Gl<=+USTtQ&$tOvIwo5H%`02va0X&r{({T>cq;oR7=}K8 zn4xsVa!^?T!V2sFTFeths#{Yb-I;#G$M`}40x@hfu@c+n9-iR0XuN-37vnyiz` zJ5}mNq{I>Czu5HN>X&Qar=9Rpio-peIQP(0KAOvKP_RC~6zN1BXFw|w6KLCu7tITV zE4J|LGzLR&$BtUmL=ZN~f*jBu;!AJ`* zE}(Jh!-prH;zL}Qpw}0K62nL;fJ7VU>vw?j2E^2Y=;5Crg$rbDzKf3jy-@gY=q0?d zzU~A1D?to0xTeuPml#Xp4Xxh$AKb_>OVup{hbWw{-+orDW7YmOeXqp*p2diw${cX*vt!t7Kt>yO-49Uil&F$Rb z_kZpz1f@AY`dI1Um5+5YIpNODA#N=0TEpo_USv1KG@nd%Gbn&)v0b^ljr`Y2uC48> zBbmOB@@0YMoA*T12Ogn5f**m^>GWJro^G<-c-^`RTiI~-kDSYAw0788$)4#1^gQ4` zQS87#;|Ze%CQOjR!|(#_-xa8&0Ue{h!ug<14CKiGfU(Gd6ap#Fpj!wR7Z*f{e*^_G zF(sD&`RLdzx@a#w0lbn(z^${B)A^MtV8I}2klPG=6d<1!oUX7!a8NpS*?CM!E<#{> z(be*U!j?w`!~=bxyZigmRH}?0AK7pPQAoH)t#ajPET$t+yb#xps9_f8 zvu=<9!hv0lQhU=Wx=rM}sa5;$nQ8Xg8U2SC`?TSPQjn673LjR&-WYthPzwpuGL>(XPi$I*#Z-I>`?g9rEE#)c ziqkX@K9nR|W@l+>mo#)XGYR*MRpANTbP6}OsBf#+%`|C5k9&|5KEa|lX_L>T+0ZXx z-_}e?HN~AiO2J=wLK!>2xK>5Jw`Nso-0kDS_*W=@2JH5V)P927F3e8euHpZcYY5z& zL1cQ2RlS^{c^&X;1adnq*U zn=m`CL)v3zQu0xpB)vzzxzWDfa1~i+4insT(J~lAkbcY(8_}Siaic}}Nwa}GDDyfxb!S%a>ih$hFcgALj+*v2fi%gX4W zlarJFI0EvR5=O_S&~iYpfW--5{6I?Nr2yL&c^2sU61AB~3&zv$BLf|#l<%~FJ$j|e zL=c@vvzUho*)Oq8xc_B<{z<_^zY_xAOH0r^20k!+3G6j#tVt>A z7izVQ*-`p0e|ir8MwXV-CzOzbAPHuE!nv-JK(fq3@EHDGT7JfTBq*;-TrU;jy`gd> z$MTIqfgL)x`nNgcWh0s3hyTD}K4lnh;>w;ZkWTWKjDf_|G^$g^Y=qgDVDgiRB4f{w z2^Ohh&P^Taw^C7Q_$PEodkye6v`N)UBL}Y%uEc)BE3GVbzB-2DdS*z%mUQ$hHOjU1 zJkz^8!c{95P8BhaWV6k6nJ}iW>t9@WFR#72(f@8v^}*mPV&Og<4HM)4V(+cPs%*b* z(M3uqg3?{mB`qz|4bm;$AYCFLh=7DhNK1Ej35t@^rG%1Ff`lL-vFGylefv85+NZAb z_gVk=>bur@o^?NWj5+6+W8k9&w^h1e*-{ZmUPk&-=@{{UlB=tD&v#7!9Z9~wEyo__ zKfmj|F6jCUE9TCMh+)f+?5E^8{l2sYil_mKGYScz&mtLsn+;b;LA9M;hExx7+qgtL^8iAIdEcPYMIJ4?K_K=eB{?Lqb0vv zY4ONq4*#?$UX~U$E1YHv-PJ7O{84qGo%6F0O+$-S$AaHzgA!xnN@pX1>PG_S52l-X zdJ3<#lDHzw^zw~eQ?^vMUDMKH8n$(wGja9bA)QsVag27C37dH&m}p=e6sK;c-?ui9 zmB9Cl)Im%_?xB9Sp564ILUQHwwu&lc!nW=C`OlcN>mgNt14{2&`K!o98|8k_p>_*S zo-xc9^lxS)Ax&Fa-;Ux#pLuHN|EwWX+5P?cvF|7H2Y8knN4Hto;_=a4CrLh03P|Tv z=jNjJ8s~zRh1hLtz*ERYw8diks%ma+sVExz`LS;x zrIPO3DHaxsx9O)tP4_9eqk39EesisIytu6S^!csK%8%w6hZPPD->{{W5>q2*9)SIL zU&=#D1R`{RMMHzqrM5L+Mvs>64#w%NTg~Ir-FOp~RzmJg2xWE_c{YXHb(?*^j%{Zv=$KSGUe1p4-nZ~YHp%;aj*)%qCKqQO&arrFi)f?Bn z5s0^gI8!=dN;D^rlge1Kt47qVeo9gW1b|r!Z1T-zQY^pQy+m|sl*vyV%_?69C~41b z-QO*sJsERee|NnhbQzIU!T!Bw(Bdw!TZL@6|25IYq4v%>TIrS9H}(zghAMcK+6xyH zsrc-KiI6rgb8Qe@i!(73NnqAwy;DeEm!!G+^0%=2^g0?M_dC%zHWy;B_UGtK#40i} zHMh{AZ+IIJd?$|ap48t!A@2L%Qo5b?v2gPtCqS=BkNSG(Jqs(8p;eL#q7?A$Z(kEd zP1PK|DCbp7SUkMTfp{d8mX^C_sQ70yay1lH62a*UwFviKzETeK~GF0>wT*So>=IM1@j<--#tnq9Z zv&#z^T=S)rSj2l|)jYGZe=0sD67vj!*t<(8`$6@F#k1sfSl4AgB|-;LQYL8Ln1=29 zl5TXMvbc`ki^7*)iHImP2wgr-E4(X0PTBOBdo3E>yfr4>&lR!_0O*>YkcOT4T%MnT z1VK6In{PY~DR^6h;9<)v!dA-YtMN?}iy!;bvy`(C6swUz8fCZE;Be?w-lLsxAN5N# zM`MmeOm_~Up-Hu~kISKdQb=ckQu+Yebm`si4qlpJqaR2AevhJS7Vwbv5JKwHLR+b{ zJ4=`gvHr%7<2XLu9zz0cdW?6b+eW^2mKd%0HhNnoU%FF|DQy2k~z$Vm~4ecQ8wk55Qy8BYUm z*%h&GbgLm06%~a~QPWI8a zaLZFP&%k5GMR2S<^54CV?iT#G>HD#n=lx;1m`S~NkClJf8@y@dlx51+uB!~NB&Hpo$ptj0l!HYojOk@^*bSL|6d6zW6<`?-7=a}9# z)EzfplrH57@f7C%;lej2M!&swv$|_|PSmY($F`3kJc8pbC!QhytNZw)M(+{w6~SK) zi+#KWjMv?{FZP|+<=ee}q#b|EpuF1^k35n*e2`w*EPwA__W*yux9VW&kqW-o&2P=) z{apM8$3N*^R=wYQH`VAmBia~U(#fs$y%!BZyDpn4V(z~^w9_Ve&o_CmY3Av|{L)&L z0?|;Mm~{n*kl|LG^zxSVC0dX8HT4Dont9v1otEC3otG==-X1uVCIF_=6#2fI&y9I^ z%-4)Wy=jCs>Hz#L{4z4kCA=!qzt}taB!bzBql7QM)0Z_s#iWcjWU{|^9{c3i)%Uu` z2N@97Lqb9xqHYb-rk~6a6xO*D*D5d;ao!A)0*W(UXyr^Y-vuefp^F zvZtN%CqWnQqXScA=#vh_byw2wT$$K^vlL%!mbnxC%dT|RrS#tHZs+w^p)wBBv>hL6 zw11bR9SA9_{&nK7d9ht`H9JMk8RR>b``3znar=+*cMeuu%9JJM@63xsXJhJN`4v4o zIyQqL&s4uR^0^492JF7+RN)!@^L71j2h@7OgE$>BeqBUIUZ9|Jz4lyK`gJc@&$^m^ zJ+q;CdVV)$(4@g(N=j7acD};tP@&Kur(pV8<{zUUSFH+%Ujk7vTT*&@j^FLP5IH7w zOq)}qx@Ug3^JKZkhv4@O@;L92g(JplR{mA&=-Li2ShE>@6!RYiXHhT19j5kYN(sI=G4^ z{00~P5BOf6PDSV4ycC(k^FM)qD!_m07gz!mS61TfJR;a4Aa(QtxemBPu=sUy`bm3L zO7pP$%LA0Q{fHRBQhuG?pm&eMilwR^Vz~sNp)?zFWz68vg^dm|8P`j9%dy^Ia(X0> zMHeP*@%g%Cr>crc>e%p!y+=QB9a@BRE&=$H5bfT=Cx512^wm7)LL$IV(_o>3SVQ)~ zawVUOrghY7f$8^u*yc`N@}H*G&KWWVa6I~{)9rT=1F3mulN;HKmcM#2dylY}&pTfc@W4XkbD|=e~^zw@HU=l7Sud zTG#_6_sOrz_w_6&%BmmW=g=Z^!ZE`8!j?PSIP-p|`rvCYK~7)%PZJK8ZLVb5aap zeh~iLvxPk&e^2|1L%0SH^d94{hdscGF>2RtkaKyM?ui+0)$s<=WMGzA%tbSvTjEk? zYU@OQGFDzx5_v4cejW1`X`5!zgppzl-Gn8t;ry)&JONT25%vg1?Cf;RR2${{=4$~} zbxK8i0ayvEx4MMSY4Ipiyf%`;iIprTt$*K6nyq*)U6%e|7;cP32A$`a?b&;C8^RtF z2LeQJT_;~{eM@oQ{P3Fl`Ssfs9IV5%C|J}tpPz1sTXIj3k?ZrO?Tx7w;aV9D5G{IX zZ#E|C)0&w{>A%#$Q>s%|P8Be$i(_mlPd|>t^;#GMKH!l^9-0D53L<+#Xc-qJ4)IbK z3u6;>F#LdL*lmI#ZO8bEH->59-8XG34bnsLJ39FTwA4zt33J6$hO8Zm>~z5mB&^za zTq)NOfXJFZJGj1WIW0ZPAHzcgDd>{np#JUGd2Zq!sfAE!(A8OfsFSpgg$SD}=)9%rJ`pAYL$)=dQhaVnxmv+k6(2V{U zC0tq*k@OysFRv|5+Ol&>xuIY^j@7cLeM6BZrSoIaWi}RNha&{!mIiY<~C1quQ( zQy{#;1${{LeEeG`_YCuNCqB|8-YI$DuQ9M)EvnBZ8vo&i%v}tdhzVTnKN0;_2Bk01 zUkMT*q`r1&V835`ZEhQgSZqvl3bOCKjeE0$CxH&%|4gTkn&^mq3KB?B5-HtU3!n%QGnblY1Rh9i|F}ej*($q8`~G50n=Hu z!d<4W+LjkVh|q~EFEq<4Ha^jFW3Jwr)qOM?MAyXXqn60?$6v0UFy#Gqbb{j1+S*#4 z2UnP!D!_6`v;#87is1=~9|>oYc-ogYgB__Ny-^`3_v${XWt~Wimb3fQ`;iUXxYI(c zWdlj52wQ_^0;A5o&&{o0?FLWyAkGlB=t`OvYK=ymHm?=S_@_2riWuNyGi$Of8I}vU z6lft#+on(w0_{5^at5{8q9^T)x#@#T9BPe!OKe3~evUA$n*ue6^#>%OA zp>2o587}AiNR=N&%6?F%HYh#h4b!#ToWy^IoKT~}$m1fy=QhX=g%`R~G@q!8c99u8 zN714M>}|!u$QC}lY;IkwRL=Jsi_B6u_F^#=HT&nEsH6F0--Oou)6(CrGGWD zyyEj0an6#Fr zkKHTz+2v)cl=pE15>GmnL}yjuXN4bD zgDjybm0GC+{<8i$x%#DVPt5C*C<-W&5>PW^S*J;CNF(id)95e4vISjgm?~3V@r>RM z4J?tC6a5_?9@IIqjiF>e%Fc?Ys++Z{y?g21R`WUIb;ZWj%T2-}f6I3!Qnw_YFO^0e zenLQEWWXuUUjFs>5#7zGj6kKd3QDK6C-3x`c(lyj-QZC5b z=J^YGg~V_z)krOyoR8x_tt6H_61TTmyh?NJa3NEvlYe{6sy_H8WoK`>P;^7oK7Z|# z0eqUr?jo5Gk1&|rknVQhnH9i`V7L|e!30ZsX=Z9_%~Qm+Wey0HV9tV6`PF1$h0fNw zKcID@t)~~!7EkwB&y~YvV63do)?rU%PiSbv= zhN^s4&8L=_9MrPdSi7U^+BAchZF^>lP6B~LXIZ4O8uWB2cG;vP5}uHM!$~l#7#LWsSStku-lDN!lHOf?sxq?U5R~Xrp270F4auzj|G7YOH zR*hO1|E0>TW!IGYeK)ROFUXNA13oZ_SUYcN2j=3(a0=6iNZVasj`WDSaSu{)zX=j8 zI_SQX%rn1)x0XQSGnIGp?k}tu@|S;MGWI0Gzk**gK?NEeEEYS|uBZFp5-p7tejU$J zo<+gGLxPQs4Vh8v5o%lDdZqBe1Ow*|@@&J-z9F-s4Vdn|dGk?_rHZn0^vpI@T++?Z zLi@BrYhHt9TyS840?v*8H|{_2WmpurQp##-?!tHRi$PY|pus^03O{nv(xF-<*L{fS zrswAa0h@!1+S!rjJX2SIL@Ha-)^Xf304EqFxw*N}qt)0bI3G^Se;vL9+Xs8& zIfylZ_|F|CrdXNoB-5&OH(|Pd96SB$DFA@@IA~>4{-+1l2q+J^_T4nq(`y1Z8_*5< zLnq1GdgnhY^1~uHPX*8#PEAhwc9>FgTfI(p1qG;)EODgXKi|{Ka}BE7H>e;}3?q{_ zw0(rMkqnth;Wn!*DZ%c4Bzdy<43K(LV816b< zp!G{`oc*?U1x#RlBu*C5qH;}vVFnHuJo(nS=8Lt#SakdZo?c#%*>}?mdH!+x2%!1# zH+OjZB~Z5hR+CpEJ!GH!F@Xn}G6*5X;~IU+Endy5LbXhAoL5d*l@c{CL;5`PmqH0m z0CJjLq{qR4)nE5}4%!_7@fR#qcR<(yN|U!EWsspGxOPI&f;AKU{2EN(`+&^@p>rIM zT8wm88nO|e;Wy5R>R|{&wP%hKAIs(26{yqziDWYbI$f#7VBl^dHK{J34IQ6~N}TOe z?xSwIaE*A#ox2HohmE=c9Vf`voEa+@e$1bjhv2tSTvk?RSRs+E&Xy!`y88O+H2Vtt z%05HGFa{dj1KhnoFjNXvHf`VX4c3D64Kx-H{`CHvVix2FF$A>FvvYDfLjerj40MMAtU>!Wp-E+Jn)aY1Pd7VT*AkQa#0@#uuvI;4}yL zz|~h-_WgTU`#9ggJkl<$=Vf>gYM``RAh@iZz~xSX`IT9?3D?02{{W_~@PdNDFt85h zr*hse-VViz;Q+DoF&sL6La4e)`tH45aDnE1P;r6!61Y|3W1+*D4z+`&O1$vv$a~ZS z<6-b2gqT9watsut)WE6{I5;~wSF7GHOm+RM9fPvp1Anic?;yXx)f+mS& zWtusUAsu0ReSN)KN-#e817w91d^eC(KKP37frmp-Hnkba>IghNfHxs+HFn4>!kGk- z>%FR`2Dt8Wva;cA_+c8po}QjaXHEDVXo5<(ul9jWj3mq$S+E8+dv_kmoTdLR@DzOO zx=k3!osnB*7Wh+^O&J&%EODXJ@hgEa&0E`>0Z>Is z2iIWsha z5fo-qI1COBv#$cja%JJ?0snT1i&&Ky`M^y7J7&M>Lx-h`1AWQj1f{@o1`pK`x^-AU z>5@+`b7iA-p^Rq-ACD#m2X5Afg<)-`{ECn2rCEG|{s4-QiU36IELwf{m%-Q6@ZSrS z8)$DZeG#-wOg8XQ7~UJ`CEyhZz2&jUc|zYFzmrA5-4Z_aqy$Xu-|R&G2pk$7v11 zr1w!?c9gfs&+E0tat^>*s+196fQY zBhW@hBBCrYvJ-OO_dF_#3t+F_)7$%yFbP^y>|&vy3fuou1zAoc3UWgB4Gf&^xIUc= z7=(g&x6bvn)$^dIpnn83??ce&$`tWpi!T5JXVizO@^W&+*|0v&Phl4}3k*Dm%JA~a z3RsbMn+QnXCPr@N1YnCha&v=J3mB0iL+yfM%s(^g?!ZZU@TT)+f@D+t8 z^1R6@Y;^SB76JujMnyQln!ZrHaGC!0?OWjMEZg6}6hQ6Yd?in<*vthFzFmMJ%!LMq z)CItqDPybMr10dwS;3ffTz&cWO)Y^jt{3+Yc#X8WuMKQY6dC>7jnp!P z#}1D`2^0|w7as<)79HJv4&tk2l1?m{V%XP)kVkenLzo=896SG4fFuAyp+N+40-)4W ziPVdz*Z~p@u9H1*U<_Ou;|%I-WaZ>;p}$|*M`9G%6f-2BzVq4I;@j47MM`P(w?z2FsJH}AlO>%e;uL|2Nv8U9QyI`@q5trxxT*63{OnI8bK0r->&w( zT{sg-S|RWle#6-<#LrJD5qJV-&f>10e$#_^c%?BJmN@KyyA#9$0E@o$dbSv&#XR~o z@sWs%YKZ4^3(TG@@j;%?a2vfmDsaQl*n%7eBO?^^o|k0M6$wuli?ITt0&sqo|`&dL86GE8=62Z2=Q52UPfhQ1C)xN1Ee5uuK!@fCvC^k1-I6WbYX`$3jhg{Jq(g2 zWdNiQT|g!81XzJoz-8Ah$FgEgV0R z0De9};*Cr}6R!L*a*#k8?L7s5S}?5hQ^<4&LP8E;WHb2J8yn9btPSc_7=q_iGPfD@ zXZHL!)SW0&Cy55X@8&-}u+KgP{uva`paTuO$P5=XYXQOm{C-xZSJi`&6R`_(4bI?u zk4@B*x9nel5%G=R-^HPClu(vaA57pwF<`u@(yy8zg5r3oYqt#Wbq*d6%r;*DZZNq( zeAg0u-z=1r1^}#en;7oFnQ_{OG)L=W2$9SJa0`lBy+9B)H8Z<{29?y_m5cLr$&uk< zT^7Qn3J(>e*(9ooZwG_+$cth))-(uZH75s>*gZTvNQ@(HXkz8W!=veGg5l8TNCp7q z2B8hdpagtBSXTX_4)|FEv*LMMJ;7ZtABX?M44nkf08Za+$YAOGhY*s)1zTRW?{Z`> zb%4`>n7{Yt_??tN+3)#zd1wfbw~0l5Y&IK7B||^BEvtF*79njX150=XY03?d3QB>< zVFPq}4qye&ls_Orn@=9b50jKR3%-~+3pO4@VCn+m0->t3>};gJJCgs5yyIrv>#2h& z+}R>tQH7fl_t|*%Xb=EZsa|NngTPxYf8|Itd}+%RB>?DwDQj=&wGu4+XtqV9MZe zWc04Nvqs$lQPmutJ^Imxh=<`QT%LRq9iZz5MjTbe#aKRccBKD_phWw+)n9L9pV+lK zIyj7PdIBTS6zEi-S_SBZbT_Ie7X}GwA%b|}{sUX8fr>}W&60^69z_|Q@DK-S^#EphIkKaPG86Yxb z&k@oZ&}Bh{(nZV@F3ZBnd4Ys?(97Z2FuS_CN*7cOn-@eT;JYo3m>)J-h9_Q`o+0K3 zLxGC8j}L3HBmFI^S+Az@+?S9F-4%jH!x(u;ZJ@~ssdSeF)&*&4tsoEh-l!Ti2e}7;i)IMtv(J&Uc>rC%W33&YB9O-zTquO_ z2qHjCQ;3fMpdqp2h9QBpoeFZgR)R_(SxnCj3c>cjyKP^zywZa}hKMC;07#g3>%5@o=5cR1Pu`j47#vtTfRTt*djt{hx20KqyX&X$7_#6)kPQl_*K6TOKh(;l z*Ai5J!<8^SJAR`@k$}Lypdv?j9>~?lupGb(LJZ{I;78#(F=8$M5JwxqrVqm>$ANvS z97tuzMTyKYWE~y2#A&>HWMVik#XOhF{PJ~5YpAGaM4c8ViM37`AybcyH32J@`YB4I}Zh9^H%o(R5*y*q2lt zgE=zodlg4SNtJ|Nl`O^TaW8<2j%4v8m4n~}4iLnYE4Q__4zJ;XF^Pi;TMRZ*cNqdx z_E!qhL95f5>9ylpG9Q|SHD_C+dejiXFv?!`j|p;b#4LykY^~Yb8-Nw?K_cVnk6F;2 zb=%P%oLDtzF*ry}EFa$`Fe1>@>~`LAs94BIXBrt88cZsBu`J_vlnZH`$rMbvPy_F+ z!*Q8hFJgqAtcziqn2?YV`yEzQ=az2^UpC9N2Ony|x4~;B8n<9_auN>9hKQq3uzqYQn)_wg) zVvlM%n=yhaX{&vfzr)&gO)c8`ArAVC9LA_&3wSkc4P+(}B_)rSHxH}5c!Byt$)HH> zc4%26ftFyRi$dfJ#Kun*tzY%py1Kg@Nj{0CM==NlRkGJX`&s_D;ovYF0RuPeb0{6B z9x%O*QFu)!jio9$rw(SbIC1@TaV5A8QvK1^p4U3je)6bt3cA`mh%*eh=v z8qnU><>l2ijBTPKUL?5crx325QgAk8=GNy+(JCn^N7*?$wckA#=i+2%mt`C%`;vi4 zYuH4`UTv1agCk-nig??t)mkTTM?I7O{L!Os0xGHt03~r7tPuGpbk*qEsn9Cc0(UY@ zot_XoCl7hOk!Q~`xuSzS3U24-(i?8Kd8ivFi|A$lO=MBaP69_A5!bGW8?JOPtwpMe zT84**yOPs=(2&z$i0CL&Q3e;Xteb~{&>3cE?R#BzekKjV zsqt~%56qi*!cU&5+U`8BH;%S@C|hD$^*!E8{L@Ek9sX8{s`>cInunQLj8$$JKI4pj zhKU~QY9t6L`JG{Zg~6mh6p0z>YX{?4UiQe(Ww8HDH7%{nPIyq+(&7jBgW(Br7=GGy z9>biwOGx>QQ2`HMiBg%Np0ItGSkv@ejt`wTu&)0tmK=6`WCCT3jb&^toh_NAY|AG6 zF79;+`?(m(JlQPVUB`fEJd{dZvKkKj$1U>^>xcbkEkIqIpGgIxv+d~$IA}wqbD$#t zdrUL@pq<0^;(2-b@NjG_9)1a@=oEc$Y|p^BmNNUCVcB=%8W$7O=|WYa77Cfi1&XW( zVz2Nyl85|H%RUtQd!>n~kz!O-#2aa{#UT)O6`U2-!kI@g9CHSxrZX&r{WB$NAMQIS z^ec^DJuNkBpQ{U3IG-B!e=;H0U9e|4}DOYjt}(jDYGW zT}WRhea(+3sbX7jHFB9A0Ct%43v&}93N|gJLutNR@oKR{v#YZiD3(NhhYRlSk zIaW+sd3ia+CeS&;F&`eL5h0t|_R!RT?Iyp!mxywm)}+R)LqF9k1H$L)@T5QqDqe$y zKUHO^5@P`(e6Avo59M#}86Y)l|2J&&-`QdE2aV9o1L)Ms$_nfgu3bpT3kgoSD)i5N z{jQQlV4r@)?l7U2WBUDe9=(iWZt;uh8n?$BgOJcV2BZvGbzC1#xZ%gF1yDBY;ds2t-5Nl8`i64-#jOknHC6Tmy$= zfL{QpVB&m-#v#a>sY{$%HAh393mcM`2))yn7o zeuyE#b27+MFrC}D8Gm={!!MX_G|=x1{fv?jEkWOP3Z%DBkXBM>TkHi|_ngTkszaf; zg6`UEcm7HV;xX;289f~xcmO+4yXZur6&HU3C?1MFEf8~mFj*|lwfBbzh33icSD!3U z5GC4Y5E|WMX1-=y20yd9E8JzYdHwM8cz40E1`MsD=XPSFqd~VOhzXgaJC(_---Or? zS&D#o11wAOz)pclM8uFQ1)=~!=wg5p6*BF94d6cYlC;nY0hi}9CJC+-r2i5orX7t$ zpfG;j!NI|K&=oShSFZmUW=sV#_>3ZgIfd<0bH5b=nuiY`K6vnK!Nt|i&d$lH9a7a% zMC{0T2f`vqoVssm|D2b{%DD>(rZf#?IDj-~`9xv{?@WMhM12kz)r!(moOX76EPv*T z6Yxsb6@3A~l^@`MkPr>zRFLrmQVJfDO>f@3foPeQf#E^fRHb3V7E%k*Clv~PXOQA% zDugF42|pF-h=j<1^#+bukV$ujgm>VHn}IDjXi< zP4AFPG-x*zBtc{yGTz*f0EE7|u4oBMGN=WdLD&YVTgbYi4{sd#qq%AlHb71q zqC$lNtyc;%nv+ljlG_%AggA>8te^fDgKLHP$k*?$K}#RP;TQRdQTuR1F~i27(b4>w z`UMZnwJdxl;%LPL$gA&ziJC%!m5Rz|2-1Nr{IV@%j#CI?1WU+JLjD{ZQsq!p zWe+TcKmKzq<#7?UX0xo#UcWx;{4ckuJq}go=k{=9@ttcJ;zdpN1D~)=a zxO|`b!*vDc3lP=y4dpD7;s&NxH+@)F$o|a@7AN!s$|UKJ*gj+^=y%wmk6?+*vK^|S za7*rcBHKSznxmy|BeR_N(yv47jEyYP(Z`|+wqNRayH?XMOB)QXhT$&I!U3_@jtA66 zkJk}p?D>kDw^Orxq6VFv+`U7T3KHX898+^Xe__Ogb+m87dCa}#0KQ3_C^YTH%D`T(=ui4x4a7uSR2&H3icb#D zxQ%RC#*#LY!u&d>#q@8JvTE8yw=BB6ZE>ISFL)uE$N+s1Hp@pg3|acGxQm|i;0)Tc zOo}8lV4Boa%4BC_NhEjQL7?;M*w9zkKU-qwPwT>BOJ<)URq_1(o16Tts4Rdtssa>!}-7wH!J!kx7OHc3lkfOg_&Rx>X6UK_|!^ zm=(eSCMDWT1lWuYsozbzf z*6PpSQ$lfW*ylTHzw};#_J9N5b}4_->F+LV)05zq6<2U#Y#t%OABh-orhX(viF)oP zo_A^>=@uCj3wNljM-d}P-fSG(yM$Ir1I@67bcXLc7uYnAH6yqR1FyJI>4dh?hEqwy zeHJ~u1UKP@4tL6$S_S5|Ocu|-^3ADI^r}{>0$$%HwW&u1(<8X2Ui_UKbDa9Itsev8 z3+UA(22P$MMjuI2FCJMyCJ4DCmlgRYS{$Okei)4;!$A8;6*qAsuq61}Sm3QL)qqf% zW%1t()!o}n`H9;}(=nJ8J<`G1>~j`<$-e^xxY{OqM+lBKPyVa(8S%b)I0`e&5?LZv z#iR^HlZY#t$wv>9p<_;eDH5SS=E{CExM|pUBJ0g-2Fyi8BHrB@re~?|vI1JKlqn7; zfQ9RMCBI?a#c+JGrOu=O51|7^8ZVhqj)G^k_CLXnWKzJSC&Yh@339N23f8 z*Kb&`a<+m(b6)Jo%e7Vn}*CK(*R#jY|D_xi`qQEU?b=uZ!brGa1u*DyQ8y z4Jxfp1_M$0XI)0F?=*FRY45zXA-wR@zRl8f;K?C_{BAD+C>Lx)BY5Z8RMqpp?;+ax zoNLR>FR3FB)MODDJ*S&$vTed3kJA2zc&O0HwuGN1=L@m=ncUS&F;0L z|6;|UNoYm>XR_#;mJzL{)kyZdxa+8GJsc#mg>`@Uxk}r6W`PCL&QEzCQQhK&dBmNd zjt0B1)%=u>>NsU;XXQs}HZQc}`WUKwXhH@tkQG{~hX8DuEk^Yh@y&^-HxH}*OA#3dvbbsrM>j*0C|K3rFsa8S_nH1!V z<_)EMpsM!N6`wx5(Kv@{$KT~PE9_Mj~n$!bYu{fVc%|cVsUm z|EzC2L8{+BZjGup^ps&>Se{|m0hb7hYmmqu1U`otGt@T82$@d^v>}wNG&w3f& z!Wpl7AiD&|ZIACOyTBGGyHA!d@N(dQI>P_FkxR1xABx$&q+RUu&6F{e*S984uA3^U zOkiN&ns`PVBjf+7MUh>UB$b1BkhVJ^G#H(v-VCZ^EhM58L*;_6=bnP1X21OPW^pU# z3`;-1qlnIDo7PMU{)_ybv*C`PiwJF*hZ^jdTv*0alq~O9U^CJ--v0i2f%bSanHST! znCtdURjZGUg+f{Dsx%QuWHZWzMI=oZv7RM6_gUZi{bTi9^%)jxk2FamuE?dK<9W4? zH$yLCEWEhXd|Fx?W(!xwOol~tXO-CnhqBQ2)Ynkm>f`pltoP{>`HfjoX*;+)bSF-d+K9mnIU@h;F5& zaSY;CD1dbfPUczQeM27k+t}j{ZyF!i3F~mI<>u=Qk_@n`@erU7)~2rD-f^$v+edin zvL|S}gej@A;(adGSuJ%iE8XI2&rwKd>@i+1YiVHb5aFk8qs`c|Ij*^^UolPo zalK4&BTc~mUHOC7M7mZjzVLI4N9_ex1+8&f%bpxB*4OzoC4cM5D@I}ScM-T5;yFz@ zvTk~YTa_J5K3o_bJHQyqN%Rm+2IWwj9#+q-q*4nJalO>kN{+Y5k)qm;lv6=-~04~<=SV9K*QOn^USFPMhd(e8mN`l zzy4gB{)hA=f9b~idUQ(n$}Gf}tDwY&I{_@6J~kwl>nD&r)V#}|q+EQ1lO@^q1HwhQ z-{!!tl*=k?U)$pTH{&zuyoVM>50fsxf6|sIX?k5}y+6ue@wt}NjUcE?3Y&ZHUDi~s zomR&6fuop;A|>W6CCkHK7RF=s`tLI4`~=91*nSXdO%6PklqyTS~+cv|`#N}aHL*ZBm(of1g)III~E*c!xjV`RL z{rko&_#=dGD^g>H&D73NfSP`^!NB9pRJ2!+MtFoaQQL37nIR}7LC2)sFfZtT+d|^n zKy0`4vn}Y?d6QW;q0~Tws8D*hJGz=9Det2*khD{;o0*HqG!!w|{ZqE*`CdFlofx-Y z>Pk#eP3^PndjaJZV{s1lwPG5CVL^WnL1n`S?E5f{|MqGsA%d}LzT7j)&ydf#V*)g`j&Tr~D!gAw2xPD23WVAgvM~`&iyz`W5Y?isNopVe-h{?$G#* zL0J@94x3zbM6jC}Mh|7M%L9`~OZlYa8ilmFdb*g`4N!u4k|O`OD*EA3Hb!7;>&{#^ zTh)5{HWHJeeZtt@m3k%2SBwK|UpnX{eroY7WHV}*zT~5Bk~A;Hx=)pj-p=!Wx$dPP zF1)bN_Br0^#yAOGp3FYRzbLUz+l<{t z`(|U`XqMU8#H|FX&F#K7t$pbX>Sa2Ir;y&C*~iXP?+mYADPMSd_P*BXZ3^nmwgjAr zv`-7m42YYe#BZ;K;rTj-BBW*}O9i^=GHy;Aii4bwNb(wDB!J+cJ^0_&ryPuPAE(fn zFPJ$Y+R?~+gajw^aFOf1e&WP7JC){jshQ$*d{xPY=CY>`^Ac0-qZ>*|5q3IhUe1SC zk5Xg~`O6Z9w(iQNViTA*G;;mg7oi~;QVQR=bZNBKzZiLeAGfbm_szYVZaGa^RbJsE zrcGn4;OnH*Q^QB|H(kW5$Syb*Zd%K?dS4I-)4jl#-Y{?zC4T0SbIGkhBPFRTCc0Fj zjjz&ixyqC3xD^vK=DRgMtufg3szUsr_we*h-jM3L?V(4saU-v!fUg&UW4aSRY0xq) z5$fWXzZCu3X{yoa49|Yx`|z;sEq*x;>Aik!=4NOYn$ckpOF~%PDII-mcLuxpCo=uVg;5DPK#$6R{^G{TJ?bICuF z6H*MN*^<&!RMgaZP*NA)2YmI{X;Om1QDJ2Ffm+#=SBkOdhcUOQW`- zNVnnjnC5b0Iwwh&b+SNU=9Fa|{);;wJ{I>K4ck2Vdp!}hICAw*_Z}qIPp^o3eHp3A zBlgYl&!@^v zGr80B>XK0W%75cGr_RO1naQB>ScAHQP|1lTPA3r-qRU|EbLXbsYFv^!g|l2xb$a0^ zwGQ$Q{Kd_iLylAITO>>r(WYXey!p?O6-p?uySuyh%HLD%j{KhC<6>N5I^{aAZ(w@) zdv+N|l$|G#ExXw>ZTeE7!E%AlUa#qtl6@wt&6;8uhu@zbedhxY#mk2?B08MkB69e_=F}P4EO3TvBcEn z@0GX#A|10zp^8^#G1&{nW(K3_+kX&P;uPc*(+i01t(%?4+fSQ?8-pISoNJy&m2wM_ zHw9sJkck`~_Db~Dh$`y=nosF$JtawB=m=Op-idjo_rOy0WgEeGTSGaA@slrAxHE?5 zuFLtSGVd)vY-A>Ft$i;Uyb;~r^VKY7!z(?)b9mZwJx9_~E z7!-Zy7~#E=mXskKtySCUHe{`gQ8P-=5Z?W3;O-=nzr#T+2^xwQroIQO{m=@b6!9)5 zc<>8>G?riQk&W#U!)hh5Y(FV~-p5bhqXl(O&OdvjdYoPNeKMl6^<-J^;Cnaazx3YkRx*Mq90jWSC>>iE_=lMXGO5m>*V1=~mgPiM7qmNKotjiz58qI$+v?6a3rssBuY|Z*VL)?po00z%W=DvL4 zxxP|d_ND*q%pbU5KV)-B27x917s?E_W4y>D*jdS6VA5Pc_W+d_QQM#uue=GWf62+k z$m*IJa<}{a@DJEq`_@wY_1K#>a)mT=Oq^ur&YRJ}(oTxMb#`Pk|A|5T{wo0+Z~HH9 zgNO0|^bc8dU)7{kQv?l7B89T7OvMCY+%_!tPae^>iT6n>RsWBssZ!omj@slPv|uqb)lr_VBNB zn^E@Q6skdq7*&X6X8D_(&+pP_U0uZZpW4wg$jN6Pn$UdUd;k-N>KYQ~?~g7u_7;wn zq}qx7EVLoVBZ&c%BYw&p7n8(Q<2Sxqo0=Y~9ZTp;Xb89RS6=W~i^_5os1(iAiauB0PMkNgngPQ)i*y=ljkELNC z#RP3px@|tqjdHeHj_r>6QX9FL0ToR_TJoEo6|qB<&sj(Ol-J zdth(#RS->rZTNH4qbqMqhdKEc>h1lKujev|@;fbBjz`Ay>gr{TX|F!=cwYIuJyaC6hamSu>?Q2`fO>gPi{eY#-8UhQOx+{grqGArO1gI+N|smnWk;F66d#s zls0^797HEc%o6vPzx&j0Hach-_y}hS>kb-jhugB>BAYy|vAJ9Hg>o&};HA2<$88h@ zVxv5n@vEC%@GUpafX+XE{u7*vS}2D*MG|V?Q$sN>OHi}EQ%aP3+rn5g>GEF4V@;>& z-}Qmf-yoT?-&`0aWzr9bfY)tJs)Xvs%y+}sE#yzGW23Y zRNl*0TAvyXWl>pm?`Y(Tu^IHZaMf~3a_5uF)fx)Jl4{Dz9$0(Qu%%7QR`?;Qb*#SG z)B8Ca=5>3wh|7)pjO@0#=*D?(`UavSi%En38^34k{WpHU|G(mQ%nvB|OPj;LS^{hJ z6)?}%72Vw}xNs^B2G+J78L-MJ2z5aG7FzB^*W!4 z^G}h74+M+K&&SG1y>3*zn@D#bLBy!{_#$isr;o+TCLQ=q=x+V2BF2#o4QrU4v-Xe{ zqb3gXrITE`hF{3Lf9aRF-t`C%;Yk5;C-bM#2{geFD+4owzOab-FY;$8qxrl@J+Y9+4iu9)Z~xSJ- zeAp>x(^)``J#==8;2Eq9F~t#6;n5cUdCrMIoM3fz4`16r$w4!%W<-oa-+L%jC;Oi7*) zZB$^3NoJxZWM26r!ZBY?<^7lW{V)*|y^|NX@Py>bY2) zKAinAY_LoBt@ekW&^%Ng4U%UAsf!XJ}j_B)&PI=iEdqEyKxqju* zPwyU{3i=e}4V;#p+zC7$^2Unf&5fcH5nY0D=vIYqo4VRmOfz$XAsm`g+vg<~8fgs(^PoEtK1OoNar- z9QilfZZa}#Pu{v+-e_J|ahp!&+T*)FZ&@HwvtBPg zHt$YEi2c^{&+Y!a&%bn;;YrSeE9Tu-Ps^`9efIYEx)*m1^VjAUEHppYpL-`@-TghE z-*3;?dwom&)~pZy^8ZfT|7*Xz;jrq#18Dt-Y4*TNNIzEm0nSD?^GACxt)KcNyN4^e z=0!~cun(8}vfKCdxwrP_v(wrc|5tVJ#c~@n`33Lav>@*OmKAlI?)lVU=3egB%<_1499 zVp5r}ukZWw?~nbzZ-;IKm;ZhEZfCts_*{A_@LxLQqT6+z$K~w z_pORuf8XH$dI8RUOE=%JuzeeE?%iF!U%v8dO+rgt59{04(^pq5URWQL-S=nP2mAlo z9Sp|V;a8?cOYi;9uH3kw;Mtc6Z0&vv1^>NSIs3ZabnW?diT8xheUk!)W5)-#A6w)9 zA3nPAtMsX-{ini1YIk1T@zwdo*$Xr0Uv{@Yh@&%cIG@eIp#pfbyPI3v-wB60L0f9~_X3ybSmgn)Kfj;# z)=bUl1aP7M56~5}z_n6wVaX!Gk=kp+zwcO;{{9|tX*zK6=EskP{kQL4iJdz?vh%F? zvERyZ>q1X=3Z1$3v@`j`y_??WOtmdr#g?Z0Pd^6jPq424_PF8_*8ar5g2zT>z>IqS z*v3Cq)|;wn z|2_?)QxOB{R8%;A{sEqbexa^1CpzK`uVq?j%Joe*uc-;HTN)Zx)0y&-xizl$<6bONsW5D5l`%K_w zzdyjuX;~7-0>w9}e}8}fKX9SEPu!!q%PxHW1X@pGQTQlwOAn|zsk0n$~^WJfGLP3*2)v5j(AF?%Yd83_#%N>gTe~DWM4f0AGpO diff --git a/paddle/contrib/tape/function.h b/paddle/contrib/tape/function.h deleted file mode 100644 index 8c9694d9a2..0000000000 --- a/paddle/contrib/tape/function.h +++ /dev/null @@ -1,131 +0,0 @@ -// Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserved. -// -// Licensed under the Apache License, Version 2.0 (the "License"); -// you may not use this file except in compliance with the License. -// You may obtain a copy of the License at -// -// http://www.apache.org/licenses/LICENSE-2.0 -// -// Unless required by applicable law or agreed to in writing, software -// distributed under the License is distributed on an "AS IS" BASIS, -// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -// See the License for the specific language governing permissions and -// limitations under the License. - -#pragma once - -#include - -#include "paddle/contrib/tape/tape.h" -#include "paddle/contrib/tape/variable.h" -#include "paddle/fluid/framework/type_defs.h" - -namespace paddle { -namespace tape { - -class Function {}; - -class Fill { - public: - Fill(const std::string &initializer, const framework::AttributeMap &attrs) - : initializer_(initializer), attrs_(attrs) {} - - void operator()(VariableHandle var) { - get_global_tape().AddOp(initializer_, {}, {{"Out", {var}}}, attrs_); - } - - private: - const std::string initializer_; - const framework::AttributeMap attrs_; -}; - -class Mean { - public: - VariableHandle operator()(VariableHandle var) { - VariableHandle out(new Variable("mean")); - get_global_tape().AddOp("mean", {{"X", {var}}}, {{"Out", {out}}}, {}); - return out; - } -}; - -class Linear { - public: - Linear(int in_dim, int out_dim, const std::string &act) - : w_(new Variable("LinearWeight")), - b_(new Variable("LinearBias")), - act_(act) { - Tape init_tape; - - std::string initializer = "fill_constant"; - framework::AttributeMap attrs; - attrs["dtype"] = paddle::framework::proto::VarType::Type::VarType_Type_FP32; - attrs["shape"] = std::vector{in_dim, out_dim}; - attrs["value"] = 1.0f; - init_tape.AddOp(initializer, {}, {{"Out", {w_}}}, attrs); - - attrs["dtype"] = paddle::framework::proto::VarType::Type::VarType_Type_FP32; - attrs["shape"] = std::vector{out_dim}; - attrs["value"] = 1.0f; - init_tape.AddOp(initializer, {}, {{"Out", {b_}}}, attrs); - - init_tape.Forward(); - } - - VariableHandle operator()(VariableHandle input) { - VariableHandle pre_bias(new Variable("linear")); - get_global_tape().AddOp("mul", - {{"X", {input}}, {"Y", {w_}}}, - {{"Out", {pre_bias}}}, - {{"x_num_col_dims", 1}, {"y_num_col_dims", 1}}); - VariableHandle pre_act(new Variable("linear")); - get_global_tape().AddOp("elementwise_add", - {{"X", {pre_bias}}, {"Y", {b_}}}, - {{"Out", {pre_act}}}, - {{"axis", 1}}); - VariableHandle post_act(new Variable("linear")); - get_global_tape().AddOp( - act_, {{"X", {pre_act}}}, {{"Out", {post_act}}}, {}); - return post_act; - } - - std::vector Params() { return {w_, b_}; } - - private: - VariableHandle w_; - VariableHandle b_; - std::string act_; -}; - -class SGD { - public: - SGD(float learning_rate) : learning_rate_(new Variable("sgd")) { - Tape init_tape; - - std::string initializer = "fill_constant"; - framework::AttributeMap attrs; - attrs["dtype"] = paddle::framework::proto::VarType::Type::VarType_Type_FP32; - attrs["shape"] = std::vector{1}; - attrs["value"] = learning_rate; - init_tape.AddOp(initializer, {}, {{"Out", {learning_rate_}}}, attrs); - - init_tape.Forward(); - } - - void operator()(VariableHandle input) { - PADDLE_ENFORCE(get_global_tape().HasBeenBackwarded(), - "optimization must happen after the backward"); - Tape temp_tape; - temp_tape.AddOp("sgd", - {{"Param", {input}}, - {"LearningRate", {learning_rate_}}, - {"Grad", {input->Grad()}}}, - {{"ParamOut", {input}}}, - {}); - temp_tape.Forward(); - } - - private: - VariableHandle learning_rate_; -}; -} -} diff --git a/paddle/contrib/tape/tape.cc b/paddle/contrib/tape/tape.cc deleted file mode 100644 index 531499b6fe..0000000000 --- a/paddle/contrib/tape/tape.cc +++ /dev/null @@ -1,265 +0,0 @@ -// Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserved. -// -// Licensed under the Apache License, Version 2.0 (the "License"); -// you may not use this file except in compliance with the License. -// You may obtain a copy of the License at -// -// http://www.apache.org/licenses/LICENSE-2.0 -// -// Unless required by applicable law or agreed to in writing, software -// distributed under the License is distributed on an "AS IS" BASIS, -// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -// See the License for the specific language governing permissions and -// limitations under the License. - -#include "paddle/contrib/tape/tape.h" - -#include -#include -#include -#include -#include - -#include "paddle/fluid/framework/data_type.h" -#include "paddle/fluid/framework/dim.h" -#include "paddle/fluid/framework/op_registry.h" -#include "paddle/fluid/framework/operator.h" -#include "paddle/fluid/framework/scope.h" -#include "paddle/fluid/platform/place.h" -#include "paddle/fluid/pybind/pybind.h" - -namespace paddle { -namespace tape { - -// borrowed from -// https://stackoverflow.com/questions/874134/find-if-string-ends-with-another-string-in-c -inline bool ends_with(std::string const &value, std::string const &ending) { - if (ending.size() > value.size()) return false; - return std::equal(ending.rbegin(), ending.rend(), value.rbegin()); -} - -std::ostream &operator<<(std::ostream &os, const framework::VarDesc &var_desc) { - os << var_desc.Name(); - os << "[" << var_desc.GetType() << "]"; - os << "[" << var_desc.GetDataType() << "]"; - os << "{"; - for (auto &i : var_desc.GetShape()) { - os << i << ","; - } - os << "}"; - return os; -} - -std::string to_string(const std::string &type, - const VariableHandleMap &in_vars, - const VariableHandleMap &out_vars, - const framework::AttributeMap &attrs) { - std::stringstream ss; - ss << type << " "; - for (auto ¶m_name : in_vars) { - for (auto &var : param_name.second) { - ss << param_name.first << ":(" << var->Desc() << ") "; - } - } - for (auto ¶m_name : out_vars) { - for (auto &var : param_name.second) { - ss << param_name.first << ":(" << var->Desc() << ") "; - } - } - return ss.str(); -} - -framework::OpDesc CreateOpDesc(const std::string &type, - const VariableHandleMap &in_vars, - const VariableHandleMap &out_vars, - const framework::AttributeMap &attrs) { - framework::VariableNameMap inputs; - for (auto ¶m_name : in_vars) { - for (auto &var : param_name.second) { - inputs[param_name.first].emplace_back(var->Name()); - } - } - framework::VariableNameMap outputs; - for (auto ¶m_name : out_vars) { - for (auto &var : param_name.second) { - outputs[param_name.first].emplace_back(var->Name()); - } - } - return framework::OpDesc(type, inputs, outputs, attrs); -} - -void InferShapeAndVarType(const std::string &type, - const VariableHandleMap &in_vars, - VariableHandleMap *out_vars, - const framework::AttributeMap &attrs) { - framework::OpDesc op_desc = CreateOpDesc(type, in_vars, *out_vars, attrs); - - // Create a temporary block for compile-time - framework::ProgramDesc program_desc; - framework::BlockDesc *block_desc = program_desc.MutableBlock(0); - PADDLE_ENFORCE(block_desc); - - for (auto ¶m_name : in_vars) { - for (auto &var : param_name.second) { - *block_desc->Var(var->Name())->Proto() = *var->MutableDesc()->Proto(); - } - } - for (auto ¶m_name : *out_vars) { - for (auto &var : param_name.second) { - *block_desc->Var(var->Name())->Proto() = *var->MutableDesc()->Proto(); - } - } - - LOG(INFO) << "- " << to_string(type, in_vars, *out_vars, attrs); - op_desc.InferShape(*block_desc); - op_desc.InferVarType(block_desc); - for (auto ¶m_name : *out_vars) { - for (auto &var : param_name.second) { - *var->MutableDesc()->Proto() = *block_desc->Var(var->Name())->Proto(); - } - } - LOG(INFO) << "+ " << to_string(type, in_vars, *out_vars, attrs); -} - -void Tape::AddOp(const std::string &type, - const VariableHandleMap &in_vars, - VariableHandleMap out_vars, - const framework::AttributeMap &attrs) { - InferShapeAndVarType(type, in_vars, &out_vars, attrs); - tape_.emplace_back(type, in_vars, out_vars, attrs); -} - -// Temporary Scope for Operator::Run() -class ScopeWrapper : public framework::Scope { - public: - ScopeWrapper(const VariableHandleMap &in_vars, - const VariableHandleMap &out_vars) { - for (auto &v : in_vars) { - for (auto &vv : v.second) { - if (!vars_.count(vv->Name())) { - vars_[vv->Name()].reset(vv->Var()); - } - } - } - for (auto &v : out_vars) { - for (auto &vv : v.second) { - if (!vars_.count(vv->Name())) { - vars_[vv->Name()].reset(vv->Var()); - } - } - } - } - - ~ScopeWrapper() { - for (auto &pair : vars_) { - pair.second.release(); - } - } -}; - -void Tape::Forward() { - LOG(INFO) << "Starting forward -------------------------"; - PADDLE_ENFORCE(!has_been_backwarded_); - while (current_position_ < tape_.size()) { - OpHandle &op = tape_[current_position_]; - - // Create Output Tensor, this is only necessary for OpWithKernel - for (auto ¶m2var : op.outputs_) { - for (auto &var : param2var.second) { - var->InitializeVariable(); - } - } - - framework::OpDesc op_desc = - CreateOpDesc(op.type_, op.inputs_, op.outputs_, op.attrs_); - ScopeWrapper scope(op.inputs_, op.outputs_); - framework::OpRegistry::CreateOp(op_desc)->Run(scope, platform::CPUPlace()); - current_position_++; - } - - LOG(INFO) << "Finishing forward -------------------------"; -} - -void Tape::Backward(VariableHandle target) { - PADDLE_ENFORCE(!has_been_backwarded_); - - Forward(); - - // TODO(tonyyang-svail): check output of last op is target - backward_tape_.reset(new Tape()); - - framework::AttributeMap attrs; - - // FIXME(tonyyang-svail): Need to infer_data_type - attrs["dtype"] = framework::proto::VarType::Type::VarType_Type_FP32; - attrs["shape"] = std::vector{1}; - attrs["value"] = 1.0f; - backward_tape_->AddOp( - "fill_constant", {}, {{"Out", {target->Grad()}}}, attrs); - - for (auto it = tape_.rbegin(); it != tape_.rend(); ++it) { - framework::OpDesc op_desc = - CreateOpDesc(it->type_, it->inputs_, it->outputs_, it->attrs_); - std::unordered_map grad_to_var; - std::vector> grad_op_descs = - framework::OpInfoMap::Instance() - .Get(op_desc.Type()) - .GradOpMaker()(op_desc, {}, &grad_to_var, {}); - - for (auto &op_desc : grad_op_descs) { - std::unordered_map name2var; - for (auto ¶m2vars : it->inputs_) { - for (auto &a : param2vars.second) { - name2var[a->Name()] = a; - } - } - for (auto ¶m2vars : it->outputs_) { - for (auto &a : param2vars.second) { - name2var[a->Name()] = a; - } - } - - VariableHandleMap in_vars; - VariableHandleMap out_vars; - std::map - loop_over{{&op_desc->Inputs(), &in_vars}, - {&op_desc->Outputs(), &out_vars}}; - for (auto &each : loop_over) { - auto &vmp = *each.first; - auto &vhm = *each.second; - for (auto &p2a : vmp) { - for (auto &argu : p2a.second) { - if (name2var.count(argu)) { - vhm[p2a.first].push_back(name2var[argu]); - } else { - PADDLE_ENFORCE(ends_with(argu, framework::kGradVarSuffix), - argu.c_str()); - std::string name = argu.substr( - 0, argu.size() - std::strlen(framework::kGradVarSuffix)); - PADDLE_ENFORCE(name2var.count(name), name.c_str()); - vhm[p2a.first].push_back(name2var[name]->Grad()); - } - } - } - } - - backward_tape_->AddOp( - op_desc->Type(), in_vars, out_vars, op_desc->GetAttrMap()); - } - - // TODO(tonyyang-svail): how to fill empty grad? - // TODO(tonyyang-svail): Sum var grad is necessary - } - - backward_tape_->Forward(); - has_been_backwarded_ = true; -} - -Tape &get_global_tape() { - static Tape T; - return T; -} - -void reset_global_tape() { get_global_tape() = Tape(); } -} -} diff --git a/paddle/contrib/tape/tape.h b/paddle/contrib/tape/tape.h deleted file mode 100644 index ed79de17a7..0000000000 --- a/paddle/contrib/tape/tape.h +++ /dev/null @@ -1,64 +0,0 @@ -// Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserved. -// -// Licensed under the Apache License, Version 2.0 (the "License"); -// you may not use this file except in compliance with the License. -// You may obtain a copy of the License at -// -// http://www.apache.org/licenses/LICENSE-2.0 -// -// Unless required by applicable law or agreed to in writing, software -// distributed under the License is distributed on an "AS IS" BASIS, -// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -// See the License for the specific language governing permissions and -// limitations under the License. -#pragma once - -#include -#include -#include -#include - -#include "paddle/contrib/tape/variable.h" - -namespace paddle { -namespace tape { - -using VariableHandleMap = std::map>; - -struct OpHandle { - OpHandle(const std::string &type, - const VariableHandleMap &in_vars, - const VariableHandleMap &out_vars, - const framework::AttributeMap &attrs) - : type_(type), inputs_(in_vars), outputs_(out_vars), attrs_(attrs) {} - - std::string type_; - VariableHandleMap inputs_; - VariableHandleMap outputs_; - framework::AttributeMap attrs_; -}; - -class Tape { - public: - void AddOp(const std::string &type, - const VariableHandleMap &in_vars, - VariableHandleMap out_vars, - const framework::AttributeMap &attrs); - void Forward(); - void Backward(VariableHandle target); - - bool HasBeenBackwarded() { return has_been_backwarded_; } - - private: - bool has_been_backwarded_ = false; - size_t current_position_ = 0; - - std::vector tape_; - std::shared_ptr backward_tape_; -}; - -Tape &get_global_tape(); - -void reset_global_tape(); -} -} diff --git a/paddle/contrib/tape/test_tape.cc b/paddle/contrib/tape/test_tape.cc deleted file mode 100644 index e9bfd21a71..0000000000 --- a/paddle/contrib/tape/test_tape.cc +++ /dev/null @@ -1,61 +0,0 @@ -// Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserved. -// -// Licensed under the Apache License, Version 2.0 (the "License"); -// you may not use this file except in compliance with the License. -// You may obtain a copy of the License at -// -// http://www.apache.org/licenses/LICENSE-2.0 -// -// Unless required by applicable law or agreed to in writing, software -// distributed under the License is distributed on an "AS IS" BASIS, -// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -// See the License for the specific language governing permissions and -// limitations under the License. - -#include "gtest/gtest.h" -#include "paddle/contrib/tape/function.h" - -using namespace paddle::tape; - -TEST(Tape, TestMLP) { - LOG(INFO) << "TestMLP"; - Linear linear1(3, 3, "relu"); - Linear linear2(3, 3, "relu"); - Mean mean; - - SGD sgd(0.001); - - std::string initializer = "fill_constant"; - paddle::framework::AttributeMap attrs; - attrs["dtype"] = paddle::framework::proto::VarType::Type::VarType_Type_FP32; - attrs["shape"] = std::vector{3, 3}; - attrs["value"] = 1.0f; - Fill filler(initializer, attrs); - - for (int i = 0; i < 2; ++i) { - reset_global_tape(); - - VariableHandle input(new Variable("input")); - filler(input); - - auto loss = mean(linear2(linear1(input))); - - get_global_tape().Backward(loss); - - for (auto w : linear1.Params()) { - sgd(w); - } - for (auto w : linear2.Params()) { - sgd(w); - } - } -} - -int main(int argc, char** argv) { - std::vector places; - places.emplace_back(paddle::platform::CPUPlace()); - paddle::platform::DeviceContextPool::Init(places); - - testing::InitGoogleTest(&argc, argv); - return RUN_ALL_TESTS(); -} diff --git a/paddle/contrib/tape/variable.cc b/paddle/contrib/tape/variable.cc deleted file mode 100644 index 5ec1612909..0000000000 --- a/paddle/contrib/tape/variable.cc +++ /dev/null @@ -1,33 +0,0 @@ -// Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserved. -// -// Licensed under the Apache License, Version 2.0 (the "License"); -// you may not use this file except in compliance with the License. -// You may obtain a copy of the License at -// -// http://www.apache.org/licenses/LICENSE-2.0 -// -// Unless required by applicable law or agreed to in writing, software -// distributed under the License is distributed on an "AS IS" BASIS, -// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -// See the License for the specific language governing permissions and -// limitations under the License. - -#include "paddle/contrib/tape/variable.h" - -namespace paddle { -namespace tape { - -void Variable::InitializeVariable() { - LOG(INFO) << "Initialzing " << desc_.Name() << " as " << desc_.GetType(); - framework::proto::VarType::Type var_type = desc_.GetType(); - if (var_type == framework::proto::VarType::LOD_TENSOR) { - var_.GetMutable(); - } else if (var_type == framework::proto::VarType::SELECTED_ROWS) { - var_.GetMutable(); - } else { - PADDLE_THROW("Variable type %d is not in [LOD_TENSOR, SELECTED_ROWS]", - var_type); - } -} -} -} diff --git a/paddle/contrib/tape/variable.h b/paddle/contrib/tape/variable.h deleted file mode 100644 index 35c328e69c..0000000000 --- a/paddle/contrib/tape/variable.h +++ /dev/null @@ -1,85 +0,0 @@ -// Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserved. -// -// Licensed under the Apache License, Version 2.0 (the "License"); -// you may not use this file except in compliance with the License. -// You may obtain a copy of the License at -// -// http://www.apache.org/licenses/LICENSE-2.0 -// -// Unless required by applicable law or agreed to in writing, software -// distributed under the License is distributed on an "AS IS" BASIS, -// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -// See the License for the specific language governing permissions and -// limitations under the License. -#pragma once - -#include - -#include "paddle/fluid/framework/operator.h" // framework::kGradVarSuffix -#include "paddle/fluid/framework/program_desc.h" -#include "paddle/fluid/framework/variable.h" - -namespace paddle { -namespace tape { - -class Variable; -using VariableHandle = std::shared_ptr; - -/* - * Combination of - * framework::VarDesc desc_; - * framework::Variable var_; - */ -class Variable { - public: - Variable(const std::string pre_fix) - : desc_(pre_fix + std::to_string(count())) {} - - Variable(const std::string pre_fix, bool is_grad) - : desc_(pre_fix + (is_grad ? framework::kGradVarSuffix - : std::to_string(count()))) {} - - ~Variable() { LOG(INFO) << "Deleting " << Name(); } - - // Instantiate LoDTensor/SelectedRow - void InitializeVariable(); - - VariableHandle Grad() { - if (grad_.expired()) { - VariableHandle new_grad(new Variable(desc_.Name(), true)); - grad_ = new_grad; - return new_grad; - } else { - return VariableHandle(grad_); - } - } - - // Stochastic Gradient Descent with Momentum - // VariableHandle Momentum (); - - // void init(const std::string& initializer, - // const framework::AttributeMap& attrs); - - // void value() {}; - - const framework::VarDesc& Desc() const { return desc_; } - framework::VarDesc* MutableDesc() { return &desc_; } - - // TODO(tonyyang-svail): No need to expose name - std::string Name() const { return desc_.Name(); } - - framework::Variable* Var() { return &var_; } - - private: - int count() { - static int counter = 0; - return counter++; - } - - framework::VarDesc desc_; - framework::Variable var_; - - std::weak_ptr grad_; -}; -} -} -- GitLab