From 2a653bd1f6ac29577393436bfcf9aa834ac6bb6b Mon Sep 17 00:00:00 2001 From: benjas <909336740@qq.com> Date: Mon, 11 Jan 2021 23:40:37 +0800 Subject: [PATCH] Fix.Creating the virtual environment of BERT --- .../README.md | 22 ++++++++++++++++++ .../assets/1610378141133.png | Bin 0 -> 14696 bytes .../assets/1610378193180.png | Bin 0 -> 42197 bytes .../assets/1610378199764.png | Bin 0 -> 42197 bytes .../assets/1610378235115.png | Bin 0 -> 53930 bytes .../assets/1610378282775.png | Bin 0 -> 44144 bytes .../assets/1610378365585.png | Bin 0 -> 30200 bytes .../assets/1610378368510.png | Bin 0 -> 30200 bytes 8 files changed, 22 insertions(+) create mode 100644 NLP通用框架BERT项目实战/第二章——BERT源码解读与应用实例/assets/1610378141133.png create mode 100644 NLP通用框架BERT项目实战/第二章——BERT源码解读与应用实例/assets/1610378193180.png create mode 100644 NLP通用框架BERT项目实战/第二章——BERT源码解读与应用实例/assets/1610378199764.png create mode 100644 NLP通用框架BERT项目实战/第二章——BERT源码解读与应用实例/assets/1610378235115.png create mode 100644 NLP通用框架BERT项目实战/第二章——BERT源码解读与应用实例/assets/1610378282775.png create mode 100644 NLP通用框架BERT项目实战/第二章——BERT源码解读与应用实例/assets/1610378365585.png create mode 100644 NLP通用框架BERT项目实战/第二章——BERT源码解读与应用实例/assets/1610378368510.png diff --git a/NLP通用框架BERT项目实战/第二章——BERT源码解读与应用实例/README.md b/NLP通用框架BERT项目实战/第二章——BERT源码解读与应用实例/README.md index 7319e81..7624602 100644 --- a/NLP通用框架BERT项目实战/第二章——BERT源码解读与应用实例/README.md +++ b/NLP通用框架BERT项目实战/第二章——BERT源码解读与应用实例/README.md @@ -55,6 +55,28 @@ test.csv #### 创建环境 +settings一个虚拟环境,我使用的是pycharm + +![1610378141133](assets/1610378141133.png) + +我默认你是下载了某个IDE,至少是懂python的,Show All + +![1610378199764](assets/1610378199764.png) + +点击加号 + +![1610378235115](assets/1610378235115.png) + +添加一个conda或者普通的python都可以,因为conda是专门做数据的,所以我选了conda,其实没什么区别 + +![1610378282775](assets/1610378282775.png) + +点击OK即可。 + +![1610378368510](assets/1610378368510.png) + +> 输入如下命令,进行安装 + ~~~ # python3.7,我的是window pip install tensorflow==1.13.2 -i https://pypi.douban.com/simple diff --git a/NLP通用框架BERT项目实战/第二章——BERT源码解读与应用实例/assets/1610378141133.png b/NLP通用框架BERT项目实战/第二章——BERT源码解读与应用实例/assets/1610378141133.png new file mode 100644 index 0000000000000000000000000000000000000000..20ab129a09c7f4087814ea18937b599834b0396d GIT binary patch literal 14696 zcmb7rby!s4zV09mQUZd~h!P4&cREOSH%fPRgUHYg(j_U~-JR0i-Q9K9=-%hYALg1Z&LRx;(arElaC#SF?kh@3K|*6b_uQb~Tu!TfU&Ep?oQWpbHN1asD?l)+;u z_2@=^$d$=vKGjG@p2#Ulz2a8yAvls+QB%^OkD&J@JV$-g>{-Ba!19p9s$MOKnsvXU z9FLOuxA}DG;sw+LBM;|emdzfwQy3>mtwjf~1D$mCn(0_; zckVq7{Y^FD$un5iRQ6CXu|`fAAlO(l_`d8|5h4H0p~@%UnyXT@YmX@xNP^P2ZMm4K z1vdk;k1s4yym6B^79ruTPmbvBqS=Kp!aQZa@_tfvR7E}NFbRI^^tK20(t+0AZb82N zdsUU_!`7&&r#eIiLOWauZEi<6z5ry!n25=FD~>(QazWs; z&t2AjaNi?j2wE(RCJ=CaPZj!TPfVYxq?E<`UjNWl5`E=&{7uqP!CchSf=$6BgPOQ; zA*`#gW5$Gy#kdVITh!O7tZeEZ@lI%Xk(K7sYI`k<0(_VpekWFCDHCR5H+L370)!yu z1M!B3$t}nh91)C9c-Q{9;=nVnk}AshY_Qd;6MjGgr&2!|h4o6u`x=m5RcAvQCZ}3; zkkO$Wp?l;v2NKMX4fh>mUy5fo6bSyLIO93-$Z{B$c3rPun*|bOx)^tq7R5NP(4}zs zSc?<6!QLH%%Pw1{o-<1h8J9qRJ#!64E=#y8m_1!kOC&9JuP(`eeRD(QipX|#kfIJE zBp-so(Iu-xxKM+Uj3~`D3U^8I4l@qb7j?YUr2=WV6_!j8@i2Yq2WbtA zj(^aDgwOI+(r&+$y)JOyQn40qAUx6~I9~rwe_XvnpB8IGWK1x%He7eq=G%2OYsl6& zw1l)XfzQ(^4Q?t$d^dcQB7;ijz`$HPv*bz?)|GeG&P`n>or1VBy>XW-1At&yNDDIE| zpNpd-xmvacQ)k(r{`k`9ES1vKy}8xVqIQk+X{fo)J2=(Z_^2-G>cu4CDe~^RdER3G zip{Q2FFdhz1;tj*W?uf2XmOS;x6;$yM)!$aJFP3x+jH|fbW)?AdW)h?V#H$-waz=# zt)Yi z)Qk(J8|<5HTjbwzopGYyC_l1J{OB&s@?($o;$zEN1Gp8iOrHM5SO6`h-kzSx5~ zuii}j>hWgB8iHQ(3&isv>TUS-a1ZPC=Ap7|(mtX&n>|{`g7*h!bs8m~U(@2|CDD|m z^ml)qB)Ie7rcdcZNT(UTQJmooDy(-D6eNt24=|f86C}zo)N0i*AZ9{)6U~?H6F!63 z8y^+V?J~RIN5s1<=%=eS$cq4K#pSo8`F7I&xjjqZ#H@1%M?fX)=y3iUUg{zQ`Z(gV zXKPU8W;IQK^%kC7QEsjYoq6vgtMod;v6SC^agw)G%%S!*thwDNbtpx z#E>9XtMesc317Yi07K5PDyU)%I#`6P~=#%X0+i>D~)k9zn-H+dU5+< zO8+h^lihB8Fp2W_#$@_D155wJx{TCsd*HR{621kq?q;LRucC6!v@It5?Uz_KI}KPI zlO$=cH{UI{3bUK1gPbeZGyp60HCNRjdel?Rf1k|W@jM{cQ6O)_se z{7BE+EAnd~St)SH(48CM9JN)$LrV#ZdACmQ5Klai+CQgCSKXxXtzzkLX#&yPKC`39 zglEg&`e8wehjEJ2O+I$2!%W9QwA5j^lj-XWm3A+3cfiFCB#HKN6W^1cO}bZS@8Iws zg;m$=2Vku1duw*gD6(or<#2i{=ON-OckOmy%b2xCkXqS`w_Tr;jauEt!5bmh@ z2NyN{;vMYqQB?Kb|`mfl&3SjhHFt~tt?Q*Jx7JJ3cMNCr>p6x z%ncukNa~W%kj^tRzG}lwrG1k7weGO4rUuyyOK)No$%yzaqTy5EGIF>FuAkb^o?xG; z5W}F@!~5)FXh1&qVvc;%;l9YYS;5upmx`tN##G#=AKik4@L{`^%EMa;>(K z?HywV-UWeM8Ubh8a^b=Cj41GDf`j=(}TeDxPmU+6GgS^FvXBhFD^@t2+GqLy0RuTZv zW?$;gtC2{yc20$^bC)W(4i!&cs#cG=Su$3rccwF)_2++L>8{vriu}ZG*VUjTMsj9y zd1CT{U50T%boXKF5o~HcLwf=Mn96Cr@>0HhbtLXU0a z|9Ay3ncS@6lAEBw=gW49I+!_gYUcy*OJ*#;V@-T({wf02(|x`Q2D5gNO8uL|s-cZ} zjr+u<`-|O4y?C+7RLC}ZiIk|j+Bs^REt8nLFc@q)yfHsuhk_N6{NE5Ud|xN*5yU2< z*4A`7r@jy~;C~s-E@5BUVSHuZ?t6qZcdCU%8BO+zkyONFc3_Uo8qJbgy!c7HzZ1Md zS-Oc7Ihkg@DDnNfY#hHusEG$m?p_bmW{DmWk$J*{2>4=Td&)Zf*`m23s=NvMQhi$I@S3%>R}Hr?EvvO}I11Ok+S62P#+$RL%@sPI z>D)D$p%_iU1Rn@S5u1{$g=S0VkYaVsK=9gIPmN>j4EeMUt-l(qQiZ-nl_&bwaf{gK zKo3&Msa>&wlCZSC3SZ%G*fe_L5;z(#=h=ezd}i}Va4>)AO^MSXQfOyEt218;o^;If z{FtiuU#PhNUbD8@b9hL%e++}yhK-;2mD6wAVFFl_u~7viy#AkxPy+f)t0#TRiYyN? z&n&+^2pz*~n_LfKRU6{>cX$bj91y!F07~R^l z3#W)Aj(BV^QLk}QNUjxp6|HOifHN~kwCx)!U?O?LByLwt-P2m@!N%$RRNRz$U(4h) zOB&!cCxW*wUJD~^LyUToyluV*_w{U=oYVXI!w`+fb5ZkSiML(=KQtjU#HO0T#M1!A zGft12)KF4K`n^&`KDl8aups%*AC1I@EHekX%&vL)kgWOXRQivhjRT0=7g__$Q z=b0phqJCl{>V<#dKbrh(eJif~+*niyo&t+_Fa%xn8)3i~YHC4bh!w1t_&0L@zDq{c zAUZ$&>V8cB(u3tdK+p`e}Z8 zkw^jD1EJ$M@?vkl+v+zw$2mfVklN*hnR0DeVXF5$e=2aIfGZpQ^@hT&1bC1-N-E;b z3{ERRqPa1ORFnJqvK4JoU%yyEChR8tPJ5%vbAi==zY_ea#NYSD%i%^CroplbO#c_h zuo0(u(J>KjV(vKKy@b3u<~(fzgY9M`@|C(OONWIvoc2LUfbNFdjh9U;BohFvmuLVR1d zc3nkA)m8ejP!Q{3`?Ap9Z{JdLLv=FpU$N-ptRz5s@em%Y2-;&+g|n~Fg43or5}D-O zdyNTI{d38xs+_&Aod@3H)F|-zm?!fWoL3q=#2etZW4tqzT2*0>XVQjB#Sx_sgmk=G z=7$Xy`}iI&TgRP~WbWfnStPrD>N__MBpb2tstfbM_H`4G5@^4Jsth_KF*wT}t>+4* zJe5YLr0AqrtX<>#ttmq)LsAuDj+bj2#FPf_LRVGfdI)pVzbtp0eB7k#9GP1a@}~?2 z%klC5RSm+E5pNi*WDqiL#p>%Z&!5>)0m4!TAcoJcPrh*}owA){uOJ6Y?zG~hXTB|d z+Q9rtd`?Zt;K3e`JZ+#ma=#y()K-I~|N z!ewXn#D4`gMoQmLBCE;0s#F#E@fS-kqP)^1cuLs$S(7khl6qZPAvn$ z3T^)or1_p&YLHLf8@KBE2`^e_^58)3A5W~n@C}77!6y(XQw|uoA33fdZuu3!w#oSi z2hkQnH!TC+)caDrDP(lyw0tfmO+bNVrT*EqTI@eSj)i#Xzp&=C1=P6L-KwFXpB0n= zp}zow1sOINBZ9InJ|A!MV@X9RU!3UpxFL|&WE^_h@U^GMZ6?3iV8stqeEYeoJrFvA z%^1Z*2f+_C0Y#zAxo=fStDt2ODZ^13S9eNTGpdzQM9I`x1qJ>WD-4U_{So-Fk>t@{ zNNk`QFqKX2x%b5Z84)On32~61)=NAp+xZrGBlJ;_j}WStpca+ z8d)d^uQ$X6JJWO~PJB%yMaMVB-BE>eby-%R)uvGR31Sz*klAdi{(~MF?T8{@37KR; z0EoH21hBE?mtcwkQ&Miq!1<@gpymO`_F;1T?eCPYE$R@WoijxM+3%(dT4?&H6{dt| zsT4$Ovzjfjh)g~o3zIzP7Rz<5A+^*Gbz;Qf>9(gk6cPiOr)$2aHu z^&YoPHEn8Po7bqCZ}16N>M%@D4BnN|GXj^=+y0`jt|k#ovky~G$EnMUXjd>G-iPf^ zp$^jE@eYll!CKmr;-?k1<1}^8Z`b}|yc$trFfG&Dj|p+F_}nUBSjfmtEUNkfu(4!| zvIhdn6(zw6$v&iyD^J%TlE<~;8885Z-aabs2fMgG>9jS2>M*fnLjqZAD(_f}9C#oQ zqgOwG&-kCQvUFA8zFbK?pB!FEHXO+^|@gi^}3*D3Iuy)RP8WwL932?%;wApyvGAHNKc^Di4iQWh5yas= zh~;XlsLoe$JDU7}j{?Hees5+kJS?I2eP0c`$s8%r`h&zT88Ba+dx*CFr(*bONSh%) zO%AoEG`F~rlboOJ@36&%WQdYT^3MfLr!T)Ts;$4Ok{ku{NW~<5A2og**Y79xMq`W5 z0q{9A;4gB}qn=eo_@=02&q)3%+IrHr3CdwX7iu~^F zH&b0FZF?JC`EDuPZ>!u9F~@Q4Pvcsun>AB!4Ymfeb)~5uBklW}i%#VYV}?$?c0Zua z1bNe3deSCvLtsU|g?LBw=O_Zp;Z)ll5Fe1q9*e_>XkvuVZp|HBD{g&$=`^x}{3c=? zL#7@NR4{fhz>uW0-otHTvv7=pO0cCZyut1pJ*_Nl!4TM#0(lzeoUxe z;j>x>IaiuU_Xhgxd4^|!Bxf;AW#a#K)P0xFOPR>MR0ElCUHvh*Hs^cM#RzYuLqv0M z3KK_EnEAM9Yn`rhm zP=(Gj+F{+n<`AoR<7YbDQNO=pH(q|O{FBGZXS_Fr*a|oVoA(?Ttxi8N7htk~ku; zZMBysVILH;D)KpBR>|KcK|`sF@48NV z0!j}^2vx0Yimr79u@|toMet*cLyey&s`+c{UftQu6~VIO_lUz!+Jq`w&nx%66d?Sq z9%t~!O#+aJYA{SsbM*t0=5O>yjfAvb z8fwkL*R2E;E#CS2n69vXS)@95l!mdpYjfh6)!3?8Ym&rBn{GCU?&T8rHmAQctG8Z0 z-?~+j!*oR7Tu@sF)lNvtiAc(BSh4~~SKRc!!k>AtPq1%dQ_&RK>kNAfaIaKFTWU!3 zL@QAlBCy1v1@Hh#&dzAbU+b6e zB)?Hw5&Gg+t>>M`ihYRcXMw%^&nzHXDvSM_bAt!|G*=yoZme@86Qy;}sT>1VO3RPg zFl$qubxibRYWJ^PUoBT_eiYUN=?ghdcX*cK8s_GSOD^tOeM-B^$2nSKjy=-~lTg3p zA7PVc!020a1kDBSBxJ9zdx;ZeZWP)Q^Kme0+j#;ysU3bzv~2n?m`?C;CO}7-k`8Bw zLr#*Xzp#1MG+j$cZArh7i6g|X2rD=wLDR!F>_Tkl#3h9iL<(15g=bz?o0ORTlULKB z6$~C%q1!TWwPTD#OjaKslW+$w-Fr6YsmE^` z9V)$lc+e!zm=jt+^mE$nJz8Cp7Q=YY%Gd05bJIqWKOFbUKup2>#jNbgi_I#(}{@-_m?kp28gCv z0>iU3iC00@B2Aj$jf&xB>2vl(=Vv0x-N>D(uMnih)_n+2utwC>Wigu_4mcmzJl%-c zEZk&^Z@0P0lVr%~qlujt32PViUsFEBlk3X1p zH7M{yG-7h;DqMNFG^ck3AM&U{QjMLVtRm#gRlzdmF*dLwKS&gsnBQh(SMQU0ka7D7 zH*IvbYkSsg>OakS-o2Geb(3@X{w)ya9tibn!app=SV1$DpC9Ep*W^Y4EA3jeU|R6` zELe}e|F-<@YSr2;S|sh)Ug}iCex>OY!=3h1kz3X`=MNn)$~pvY2};NAmz`Uk^W)#C z+LGChCRypzx)@TutZhL_89AFS*jOx?`tZ<>I)5i-Z-0YV^GHa13Tro#G7(^>M-c!LIGJov-QLK7|j@D4xhVx1;e%yxPr{?v_n zfGk>3y#qOOm`Vod$erk#RZtpgneI{mz+wIT>+~Ogy9=f7y`*=>Gr5V>0Lbf4NDk)o z1Ii#P4z^E#(Q212Nx=5?Y_oX0p-kHIiJDHkN#o3BqURiYOWXRz2vOU{d_zO*^~QT; ztDC+UmnlkJGds`0{-l_o#UKd8!qon${LTd*5DlC9Kt70;i;N{}yOxFtIKGq7v?m*o z6lZwZwC{0I;BYM#br9&)8)z2*eAylQKSb;QK6_V@f0}WxD<@g2FKg~Ad^&VIyB{wA z?CEv^JSb#-&~U@&AkX-0GD~{6L);-l>Q~Ok9{I|Lc3~zAugW!nTqm1_jgtZ^sO-6@ ziLW8e2s0ZVd7Uk@K4;cAegfdnOJcRafc_H~Hq|5}uft|B7bgU1(BXNF3UC$Hmg-)s zn%VAnYeD(D2du0B700Ob<2j%w>7U=Oux{qD>X%mzqIL}H(xta#-C~(RElKB#v2Iv% zmcBj`nox*QmfGX8=WSPiXVbLR5l@Z7!`Va;28bUMhrOu|?Lh8*9XGWEJ(bYb-R`9) z@>M7HHQ!Q7>v%=5{lOFJ<5ag=$@Q6M#~nIGUGsyz8(nh{M$zjXe8B3v!NXW77VV0e!IbVDVXymL_Xe3{%{w7xixS1oB$NBCVU(=18Rzh z5Mm0|z>vCNF+tg4RJKrS^#ykddvE9=wU!p$e^*vVMM4kWj283>xN9&XESt ztoOosnSG>9&Y{DyaxZiVRR`#=k@RBRi&=Mm=IkXfU6K?05kAM&O58KaDWOQn{xHDo zda}iR4Cc=(1$_eJ1K1d8S7|e_`DyAUY+f^2^8vwUsn9u)>2)%cdHNL}Nq;vFn4(YhHDW1?l z$J^BS9CFhML!0XtZqO*4XW=l(8R}y&S6fm5cGSQH%%0_wu#>H8Q@2Dy?UGRd3XPOrSqs6(tJA-X0_25qaQO;u@g-@ z=Zc8~G*KJ$LIiE*#`(6=#@Yeem9N{q!PsoQS+l%iK-3Sh@)VcovX*Jn>e zPbIeN2C7mbC5%7l>hi{Naxfuu?_%1bKcIgH!rD15%80l0Cf!?3x4**8Gi1P3=#|``B$l1AKK5oVf zPs>SB`;ev|Wx)c5eOT$pgHf{`j(=!Fym6y)xrZ&WB>F~0AdpjOK#wCp$UK%^{=I$hg$kWR%R4+Al1BxpgaB`zh!CMTZuflp!sdX zIQt5}F`-Ma7@y?FyxslV0@puSi!5d`6_EN82i-OH#2nu~8I~f8G?;P8*ta+7!+yp1i*7mHb z<3JDKL5gP~B)qfB378|v*~Yd&%&qWBebv6@B`a28%-lPOFfeMUWUc`610D?C!TDdt zM*rD1okO%<0`fO>`&QdTjK{>ud8e=2L(@v+`C4O74uKqz(!Vy?WW~bhYaRYtoi^D! zuq?+{g8{kL37n8bZ|jqJtYCGYDoY)b6p^OysJ)vgp_6IJlk?LI_aFWdc-z?lfp?f& zJe%mZP}YTz2ndboteqG@A3nh>ubTQ59&X16WTP(M45ZKCjD%S%sZD){SSU-*ypT4v z*hg|o2TReuR{@$EP*cz`9!J6>A$$3*fiX7bHN)p@w)jsylK)J%X?8Wtkm^i!Y#JN-vGOEsy6Mu?}B-2WL;(`1ZX&Q!6TSu%n907 zb;P}=WZy!_d&>gff*gm)|A(QN*P}1%kkUWsaKqPxoC`KZ6YvKl1}&rLTxaob+S+VV zpl?)XD6%-7nCvAr51H&DyAyM~cu$oGvA`I7)qzbTcl^oZYFV)C@kX^grk6!8EuIZ8}0* zKJ6(|{fxjFL$4$CU*sR(MlQ?Ys*cY$Mv2yoXPnn`0`~sloT_>9FRdZDVHJG=Q?b1Qwud%sEG!o7P&R7%MQVcystG05Gj%j zlt7!r_P;5y{F`cvBk2R%j4(91NKr#rAkD}gt7uM+eBzqnKUtb?BEns`WWm1;fh1^; zAy~KIzk0NC&?At(BK?kV1>?w1T8(f3t#z&#GB5|%!P(dbkD!8Nx)TNe1h2{b+eQJ_ zd;z(OW-(H#2?>7BvE=TOS)zaZGoREZL5zm<{2r%0G06&%-COwlt4!rR>krN_>_EP# z>>kUF#4~eSWT9p@;fY@Ab`^}OqxY&7S+|OV_~+Al=o75et|NGM8y2>Ux1a|@v%?Lcw}N8T z^E?z0ZNiW!6?$TSP(fqaoxMp)r1%p?ykVl&(jP4BN8M+ud65E@2`&lxl!j7Y=cy=x zAPAkrij3R4lsa1;qNFaLBMgf($R6X4IU;l#J|kA)CEbr%V3!T`aJIe zqA>Nz8VTCbeoYOtrk^UW@x>BX`#nYOkNBRd(`v{N3aVnd*2S;(+w%ia0Z|+`MNJ-M zS9M4(O%?Jg$ZK0jLxEYu+ro*NHfqiRsQ)22Y}3yH1(e)8BLS<{jUl=vJWOSc1(!)n zp}l`pPNL^bvtwOi-_PB?>OnjIBW!|~(`2QfnJdBEPkFEXepch(Vd)Dr=*jWIF**##0l;Rh4VC8%w>cgqZqr_CjIiSaW(&v2w{ z129n;w7(DizbzAycos#V-%`13bmd4@zI2z~aD@uiBOyF^M2~@X?qP&vC+ldy6@t%K z9m$ti;e>$Dt+YA`tVao?q+@+5o3M{&Zn7;Rk`3TqHIdaQZ=dhW2Dgu+^vPwk#AS1)<%wT@V@uw*rDSA9Tm>ivjT0-(eC`V`YbdT0s$q38m$GK23> z1Z=8TStMEC=~Y+NkxT$L?`e5?rtm=%v!$L>&FUuMyQ61vkxI(t?}cl&u%cm)$9;rH z)_eGIgkVWzP{O8HO*)wn_JTFDIZ=wot%X~^O=A;qZ^Qk$qv;*jWriI_)0U=x*xJ;w zZmkVre%$BI@;Zc*`7xSmj)| zE$&rK#U;5Gxg(B)-g8h&m+t)I)`VS>d@V$*4My0FyCbcxU$J{bchil>o(@Fi%HJZV z4Bi+gz%CY7Ek9(@p9~gP@oO|FGC(FXQ!WAxJI7g)Z7zc5hcV1BkH`6Jb=ntZK%Vz}VAB5-zS;0$I^hXr~4DOh_$*NF9yhV!A@=JjGX>vAue_OfNWHopMsvxTeG zlV5Dd)p1k$u_G1qCztA}TZG~F!dYQ!scXvGjRaxZjo!`oHmmjm_&-{pAz? zN!aH4+5(r!x<`}M8Jlrhh-W)(T79Nd`{L`CjU{6l-uEOO@GI|DNftsZ&1(^tJonEe zFb8sY?AWyKtGrVEikG{U;U3_2oA5kG(Rjl9Q`eqUK3q~Mn79Pon$;poYc+jWUb^MR zhNQXyF3#u1g0N5nRp`&Hze4?8^xB>!_O8!$>LlO#nNwChsYyux33g%K-y(X{l?4oy zyH;Eit9{#p<67^p)U}CfUV!;o6_uFGc3oVjHly6{;%N(F!gcV~`E`@1B0hD|i!WNy zOq9Q#=qlgH7w6m{uz;E4QeVz3aYrS|W_Z7ppFeOtT)b+z%0>o!J$l|otR>G6S01{H zC!QBU`$XE9qmYI>c)3Ki<%Nm@NoujXeS}4=2K|DycaMjS>MhFZ%M%p?nWNn&rW}YW zk2Ci7z840SqAkiGHye)n2kRSg1gko<1;O3&n3yzU?bU-+ch%Hgd<|_=Z)`TKr@}|o zn*-XPzkMt{3bXEg>}9A^3OfSDX>eQkL`<&j$wP|GFs&ZMm)S^6Yit^;=(zIlIkaLz zln!EDj~{X@Rt>+rF(PohM+^~8a!Z}ZSnfNme&4NFXjd|bJf#2ZbVL1mLVuYn%%bgz z#Mq3UfPAh#>2rSDhnqYF(Dmfd#dXn%=U!Cl%ygSDTiFi!T7uhs#KkdPtaN*U-2=a$ zQ`NKgD61RKt`+uQj=nyIQCgg0d_4OV9-`2@ws6JozGvIh<(PHWH;79*m_m=W*5YZo zwSacSC|a=#6x}|>W28>MEKC>dTzp02DhUeS4Byx zVFX5FY;q+p=g`|T6Y$eWklgH0tp$44vq{bu{d0)R2CA)j9xFteL@~21Zo1R7oVkgxV+J-Fk1#L zplk8|HwiSJq0Oy4*C}u5iOU|S3Fe=67(^yu}zEH+e+2@y-5R^4P69FYV+EE@uhU^AfYH1q1ex#Mr) zQeYmq?+duM&r~zy`x#pB^0Evbw_4O=I2zW*wXgpZCN1szC)$f_AQ1uj*jy%?-F>?Dj9MZosU?I!`$K)w6A6+h X;*a!776IT6N|30K6u3xG$LIe5dXlDv literal 0 HcmV?d00001 diff --git a/NLP通用框架BERT项目实战/第二章——BERT源码解读与应用实例/assets/1610378193180.png b/NLP通用框架BERT项目实战/第二章——BERT源码解读与应用实例/assets/1610378193180.png new file mode 100644 index 0000000000000000000000000000000000000000..f71b92d015c0320b4d00643885f493b640170888 GIT binary patch literal 42197 zcmce8Wl&s8*Y4mJJV6Es0fIw-Ai*KHySux)yK534A-Dw%g9mpF?t>2Q7TnaQs4eo$B)q>r#Ok(75!$@H-MWDi6y66XuC;QAD}$ZoVhK)!~>1?_B)^oLD+{ zh4b$K5>1NAh`$pl!Hw^T*xNJl-)vI=0y z;Nt@^BI|jqAXL}Zt}Q(rEGg*g$NN8Q`S;lS-)igBIl$1XeQ%p8Q6HO_2yS_htebd; zOS=tpX{|4*HN17=!Dzk#S}mZkZUr%3?WE{5soKTWlN2!YC^LbO;#%V1YRFd|lbF}K zTHZOp0yKQZ{+S^g*)y)d&HbbB&J_UQ?Bc@cWc{Z?kqXV5H)77ttQf?c0KnB|s(lmq z?7{@SR9-V?YM`cE<>fim2tZKv76t-T8u%+Kk%ut7z-e&&;h`O%t@Uo8b$K|Q=jy=T zKYDsvE%Ec`oYq#-=H_PT+a0*m53O&)<`@Bj1rsn4I<}jWWgYUhNkT_*)wBhkn;=LS zi77WYl1RS|6dO>#NJlo0j~PcJ^&U7)9B&YWH7pkNqNYf-P+=BTY|F2L#y8|HuXnCq3)$ z>uakT;g4Rr+kD6Aen|Y%_e>G`v9;oKbHrIJ@cY6?B%Sh`EK_3_QHMqb%R9mYw({-)C0Of0buEOeZkk&26>6RQu|- z_3<_fY`54Dx|QkAzg;J$^=o2bZRU2dpX_{53o4a?#VMU0bdT#$C6#@5>OrSygGpGg z%jbiFZhSdI4>9SBK))^d)-H_@sUOn=%$m{_Mr&vuo}NzbxRifIGJ{SV`1y+y5+Nl(b~@?-?OBo`q|{MJtz>=eoQaP!b8A08@a{Zq^zl9Zj}^ma6=LU7&#)fEN#qsXXc_$r zTp$0yRo;6#Ui@-B;IgCx0-8Io8VDT|uy}&*cl^d@ymmgH8gx`PeXC3V%~Zk{_aFTp z8%1w`EgkwAC1;N6wTM#f|9I&yuc0tjC_)06hvPk89jTE181h!VDOkPVS5>cc zJ+f#G0!7`r3B(e(a$tWt>T#BUvqYG@_H)<#?MuBz!~16ouIk*}jjuCi7816-fw*ZI z?DPA*zxvx7K4OIbU9=8@J1SVE4l>o`#DdVn-T@ZPsqo4(j_0z6Ay_yQD))Vg=f=gw zn5;@iubI~!JDQ~niz@NHzoqy`kATfejXZY7S*=WmXa)20ir*2t03X;#<7K7*DYwcF z(n%=7T9{^LoXkbFn3}Ziql8rc)8nheMpwqdhr6~jF}V=hEIG}Xf*(mj=A|9kKxY4c z7d#5x3zfRNz+_L(hU4a~>9|Xx^1HwGs0Tpxui8bBEBu#DCd9S)_Z-D${#SuSp2Pe< zeUaz&kR>%l{F5`ng4p50J=O*JpSPhD&?UD5W|a%#T!{beAoo*0b1VET*Mt~1#=pmn zVx;x|n0wJSc;MedQxU${xqv@(Xqob4wd!a7z1Emx{Z z<*Ko%13_(Xo-{f0x2xni*omJ$1*Hu#tncI-8nlJki7!cn|1&{0qgA=A4U_!bl18HG zAKE`7!Xv~`!gG;4y-4!S3RwRN7guY+I_q10eokY!azjK9PeG!?*+TnkxhbmOqt8LH zQ^<_rvQ4lsa_B$4Y;O5=%TrMyC^$E4_-HR68jVGP7oA9X)gCS1_6pu+%P;)#C?S;s zZ@_~!1!DgD4ZvHa^vrwwyk>;Hu~-)d5w<{2oR@)lHXUPpN4eZ%C|Hf5l1bRiiV$;q z*s>krCZ{a3nOo|oM{~NQ7?ZPue|j0`t-T^gm5hM3@o+>sYn_i4sC~wVt>n9mu0s6^ zBzOWTz3RRRQq(+7?3*!L-&{4bwua4hUb*FM@_pT@5u5t7VQBD*fVOY)Wh6TTWaN-E zXSw?N2F0YT=nl_Za_^@Z&n}(cJCUQxUa!ob2I?TA$8>vMIS*{7uW~Avz1+d-kTS86 ze>lKvx<5P`W$mhAzUGg&A^pj$w)R_0QKGx`6Pc@SsU#DwRk(8wZo?`I?BIa27#Yrn z#!-RM__MQFg>QLnbOMY-%7+`hs9Qa~8!LP}MAk{8DlkuHzoGHV%w7}MfUVp)&o*Kv^(hSy_o_{Fs5!cF1#3dn30Ez06n$YDS z_mP%&_6;b`!MD!w^30b)(y{l1PnZqDY041={vH6M?r@Taa`1iqH90wu{ZnN#gslee zG%Cu_wi!j)mi^|&tGP^8-I~SR4(4s8lR2Y8%slhz!W55)>`s#YoM5Lw5_tuePx|slT_7?sSnzpdVQ$3$^ z($5iJ&^HN@Wt_ykhRJnFi;imjmA{eW(^pnylJ@8a2ps+8t>txNXhL` ze<$EbNN_f?qaZfHhl7nBtBN9@HI&Rw#J9Lu=XhW>2s*2iEHpJWH7ZS5 zhBJ5sw%0XjjIVv;zTDpt9!)Nkz0q&)2@0Z7?;>awsxyDJ>g+}_c+PT8lHc(5y`#KH z#`;&Sf=eEd5(;NJ91YaM07g~xdG;%w%!8~5bZQ$i;5MgI#5;bN&{4Chj@hO7G)t=) z#>l0y*odBdlY?b*R&fx3NY!lj!@6Wh@DIyQ?u8atBIiW^`b7840t}1j7lPTVHnifpB0*_&>vv(Sat_Yd6gKb8_946w*Gd1PeTOV%0ZUEHl*KjUDJ64gvi zGnQ1qNSSRtNP!nU6Ml|}-M0wk60_z5qQv)2l=&>t=7ULV#5?@Cu>z>--9GV9Tk~A6 z1J^=1Kd*gkkz}IY{g9K{^yGP=3T@vYs$PMx6g4-`94-ktcI-PmA{(cdY(l}N^he#9 zi^{iV{93!EG?ii6di~y|zvNiZKH)d`dLF6W0gi61FS9ml(FGU|G|Gg~RHBt{wo|3u{W2C6+V`{3fNy=RRp(($ za@tlA>ymj8^+P!Jaf9>dBh*d_NqfK!aWMxZCMG5is}?D(xNxtyU5PDU^1oeJvxPoNQk~}TB<=|5U54R$!!uuX$ z(Bl&GJdDLF5g3k^Ggyw9;gtha*}+ug5G~w6+*-ji0{d4@3Q)UnvzPnG8>d|xRALy` zY2llRt1F2QiqGbSd-*Y=svO+))=lU&yWNTW=kCf#008-8c=ujro6#jWqrb#DIr1Ck zprH4fWvfY4aV~b|yP>v}AlN~xU#00(rfB?+`(iWf^=WU3y2A)RFyh~T5-g4r(>aVd z@}|(y5A5ah{h@O=GaoMHl64qO->1zESLGyAxA8!ow{Ow0g?*(=Pd z_1J*(6{8q=#p?|s*2jyWwV`P1K|Z6#k*-()=++A@*gdR^4SeV-eLp=l8<}RgTeu~g z!AodKNVvW0axeP02&QszS-5C{IIRJ{Z~h|Xh>S=q#%v1IC$>iAhIs7PMDVbBfqZY% z7_Sf-yHg1)uTAt7Zk0H)AIu|VQ6xe)_y1rO$;)n4~h{!A6`Fc!6(^K6to!0`> z1f3{^^RK3+r>OJN+kr_(&OxDj#xx@V;?-LWX&N_jW()9XeCI`%tvAy8T`sZE6LWt? zobzO*_xJD3n5cRX6*ZBjV4uDcWOp0>LueXtcl)rMNZS6FgzzSYtPL^P@$8iwRNliw z=gnYwgSCd<=0{sS-2mc`u{IlBVZ(7Bl;v<==*t-69VL60MX&JVay>llQ#C8G3zf5T zYCF2P?u8(4R8+^)9@Pa$&W?7)F=hvT|9@mrj22??1dg;Ub$?@7i_81Z2TNyoajz6(cn)98WN((32iJ=&{~0fR5y$7xj0|G7e1 zZvj{SVewM%+evJ=SjE?X+!CS#3KbOYId~B1CTmN^H>e-dgo+AXV#+|eG4vmrjN5g- zXkj@xGLrI`j$wk3{l=_;A>q^^)D1JZdtYB>-Ifr0AQ27;9yWF!L;Ia4NMPRfBc5+g zMa&UvtSLtoA@pZw=W8;XWz=PzSnA$AllfeAw(B?~P!6Cu+fFGzQCS6W$>Ga*!A4%a zH69r!_lk#y{y_t2(fpH%DZ)mH*+?3U3#98@!kA-*C4Pfn+=>CZhpCc7s7C>jWwPgW z&@>goC1a1Sb8IqbjLdw_WiXkGsQZ#HqUnyyK`QcV)s|pM=8C(kygNQ3;teh-9=5E8 z(r{bu$UzsAp4OJG4gXxC6wv#Mf5OAz@T>sxIJZCjp?9x@38M%T%x#d~$MU`F)7KV# z6K?3a6plV?QBTl>2R4}3eyc1*$vp}|F%WxcCb{El>j+sc>FT)nYTMQseS$b;#(+XY zc2aI}ETiv#cxz$#teMqv(jzy62;6`(&)-45V@??Jl?TGPlsd8foBXr zAw{jm9X2@w%9m;vvtuC%)SdPoSW!~d%M0DSHhvD29KZmmkur4eN+glJYRUx=f%%sC z@cg_?9h!m(Pc;r%=dOC4f19Wj8tob}h+UO&gPofUK0(VnxKcHGufsEp`qLdCBXsz} zlmYfBGBP>Xv2Q1wDp{ZwOsCl}e#gh$U;WclybL6)!n;SuGu3VXneee>2xlC#rE6?N z^S!i)2wTc)LsawqIUBXRZWW{g_)6!nx(uWz7hsHFGjX=>CoDHNw>bCnCxL!Qq)j`v zsL~vB*dcG=))bR_iq&vuzQYn!a*uiBlC0TMD?;O*3cD^`3qUgOQ_ndl^u2XBm_$0a z-jFLJhrLngixr(>qy9vuV-{}rr;lB(uR!RiMpJg&u@qDz>M|M7dt${X8vZBf9J6>= z2%jR=-9$7dl7(}p_dC8KCy%VcsoA+2^$SNmYk04Lk0(e@BKXm$DD0BNVYgOO%_f5EgfPf5+HYdWjaUxn$QmEtkGGSON)K(|TP>dl~ zV7DG?;_&4T4fMo_h_I;pCW~bD1{S0bxbY^>NXfw&-EryblZc;Vc*=dSwa7??C%fST z1d#(Le_BdNro)qUAtU|Cxcqzt(-#PHc7D;uHHw)h6PE0UnfHx<)s?&XCErF5i0l6!x!0^$mtLdJrW{yv>r5e7|(C=isIli0n@W^~j%;tIv*TT~PmoTSD@E zvDq6c>#c0?*oIV&=_c&-KtN(PlVVZRPge1f^g`X=DVnvYv@~=WK}r>9gu5zd4Tq?; zC&tb2dy%C+`(+)8v8yP*{g?uJeMz2&tN<}>XGGrYZ6s>^dv+*^Ak(F**qV+k`B zIaEOig6Y%w*w4a#i!n_4v6M(+X!IH*Leg;L+=c+laxPy<2-jlZ3nMHb@i~6Z?j1fe z`#mMu0bK&M(p>T=0hN-~@vk4GSu%S>dmahuXdI8Y9E3qj^t5HmeM|yEjNsSMSpD?7 z>*n5c zUkkowW5%P*l8q`hiS|Ev25|W%&=r?7M^?+&#cSj9fWm;xitm|+GN8GCKb1OjS|R{V z`m(i0s0gwXCjXEy7-uu+S)*HjAcdV31+D#7E4GX7)L4mKpoJ&v+10~m>d~1qbh;7$ zxQmP7_ch8&ocI8Pin*)_t1R6MEW9+MbEUVEmV%0bdn4$*ezC#lus2Bp9T!UI)mrR; zlFL1f;_VN7rdU%xSZ5*hAYaK_ z$DUcUofgTs~m{qJjkw+iJb7 zc)=azc=I(a8X?KyvDz_(uGAqy-NnxbnnRRM+x@e*uWM)+?#cAtxRNMSZ3rz2a|$)W z&%3`l_B)WZ5S8$vHCAbHSL~(epP5d(erAdgovln|bdJDmr4u>V&q@XO_TDyx$Xs^^ z^EhYvOV%l}&j>BY6A~x>^^wiivWQrjG?9WZn)I%hhb(|l9=TfoQ}TB;7`n(whUJSd zAbW`Qk)+HR99K8&S5T0J$pR&_Glj#w!Map+ zRhas)L!Cx7*&Ajyj~|`L2J_)E z1l8yheI$o3i-7vxP?UM#;%%PZx@4lRK=4;^78@o=vFhpk(El@Gv4T92P@R_ z8~}5=Z3ugR)q3Ji-R%R;prku>|+Bg#2Br0`~g)+QQP3umwJ4$Pdk&j%m5k8f@I! zr~3jPz)`{@sSFMYb9H_?%WRS`YG9_c^6B(NRriX}EHr-Lg$ltz6H8n@r!FnBXsF=F zXH2D+m;(teDD1XxiB0_lw`squXpCfBQlVP&qKIH#BBCkHDR@qT!^_iLWeFML4)hXX z3mUxWR&{<%(&#k2NOlupEoRhKrsnLt* z2N6+){m9;^z_qgts)sJ+;8k8FwkeTX*7|y;08V-a09A09V0tyd~2@nw;aUG8+=|^Wz7+ zVq#*tMya+F#~jwJi*L(2^ehev7>!I)n9}k)1BPVIa7LUy=amF9w)CvLTiCPk zjHf)BGhC7F*L~kj8+}R2T@wxonbmbvwQwloy9lIxumXr8B&(HR3@)Kdem9=?y0+H% zT$DXEC|UtQJisd6;nk6Z%oNlp5o?ty_^F)A=yTh=HE{kq+}a_oShIr7$<8o&R?xO5 zBwKZ=^5r>VS}^;_O@6+u4@@Hmc|Lnw;>7rcrc|@7gk{GH9|*JCZvrAzO~QESVEoPh zWDCT?`OHR5&z>9TRII^ZTE?@)9lMR#FIDHqeB$UH2?+2;R$9aH(|LU*44i zMpqy1tFx|kjwys<)R8N$b?Nztb6t@~#+v_I!gA=|`bKQMQ3W-i-sGRRm9`Y z^V!2vFHit9v>{_!p}y?M565YZz!6aozrc1r>xvlfEQb-F&_lu_Ht>s)mVincWnCC` zr;{WnfDk;M$n9j>`|cBSDEw9!Nr7$6t}Cei(Co4N;Nybu8huc`%y_uN$D#~D9hqyw z+;I4eL#OnxCoL3c@r}{y#h8XUyKc}{wlk$e0M{XyJa)=~5S^v#H3i&`Lslb^;$!4D z_BVmp>JB$0E(}`9E0=T0_4?3IM;i+ENPS5n=cAz5tuK9NpVM$tVi}8yo zUq0k4&dViwpUUFLJkGtslm8B6&^PRo9HD|gCGAbPLO#;YS(4@?&+3=w`i2J>on)&^ zSBNHcl5K=HsF{0liACEpgQLt6U-~YxAkeWB2fX*Oc&8(#%00FPYlMLEgZWLus<-a; zXXAu>8n+`ye+@j?VFc}R?_6wjalKCMjP(G&7k&)~TOM+^b~Bi*(C>alqgz2yXcGIc z!tzz8)wUpy-o~(x%B`sJi2&;UOJnfQcKIsY9`qR-Po&1npEkTAih4g`BMAyrw!y}KVCA~hw9^yFKCGG^Po8LguX;u1X!ifYWy-Qi1eh3engnM=UD<^CxVe1~ z<65qd-S8$KcP5CXCd{|y-8`T!{`7)of@Ad;WICcXLQ}&8u#f&8Wx`?P$hm~EMdZMs zRUFH6K^Wz6ur<)io;agxc2wZ5B!m!;M?tL`P#9~kTlXdvJdK!ud3W48*zHq z%4gm-yv7{QMXSx~w3SLZ_q~@k>);}W34GdG>V;Y`Xcj~puf**j%d$B9l^-n{Z&)bI zdl0T5(5pBOa3y<+mLf*DS`%^KK;O%j;dk(mjl=05o3-i1BqGlGe@r%jK#%7BO zFC6hCDt({+-NHAeF!YO$h^I1?==j0Wh@#TLYY~h+^n&fYg=1lR7dw4mWWcpYIolH0 z9l3?Jv&EUoZNqyB+%f(Qy9`MOMUNhkH-hTN(sh56|GmLT4WgXR4(Gn4A2b^`x^^Rb z$*_RyU~dlOow6lNcFsJiKP7F==1Y)TfkdC(c^?b5P!#HpG>0_CMOb_XZXb!;+A>aq ze4iyy$)bAeX{VB$pLf>2JnUv_6)`ubmioddEF~r7gkupayOecuw`E~}MC?NmRTLg5 z`C{pL^RlILVDuCmASDQw;^QzbXLMA4_lyZL$mdi>)TZVK%xH)mbyT(vk%Y$Z>ga6! zj9zgdGjG_J4FADftxgsw73`4GBE@jgQzda&^sAa6)PHSy-jvZ&VlV37Uz9;Mg6>$B z5yfO!Ax3&M6GpLFp(?jFSziz!Hm9q?6&JYn?A1D}SmcVPk2cujnLRBXM;_Zsxe?#% zCo&h&GiLRswM#>FQ~prlBt#qimtMsQ%DcyXPH-~f`j=`USNXH`I7E!4Am_ZDLj8{S zru;AJov6gdl_G_ybtU1G3WYsQX=4V^6v?eS)gHTWYN^R^In^M3-%!F|NWw2^Twjv# zPFGx}_thm-`008FcjYkz?h7ru$?k*C>HHSHnRWZ=j-D>;7L&gn9_dD@y6urhH58%1 z2rsTf#k!dt6T-}*>^X|ujj#>%$Kd-}_<|d3y&2{HODYC!-8%zLdZQ7Wej!Z>GaXo- z9ON&I{cwH0pnmwFRa~rbcOZ7AS|?hEcCDmu->oeW>cRrHFG$o-kQk<44q_zd>?H1t zT22_WngvTCgSo0sKiZv_87SjF&nlT?-%zyHfz4$h#dA+e)q~UF_kM{%wy^hsFsr8F z6CBjW5){;CXBW>UF-T;FHr518>`DVwd^Vz}`5yIn%Lf5zwr3AH3_7j4eQk@EBf?(J z=yWM0kk=tVTSziR_cs}(x=*jCApHdj#v4}pWBNA?3|e(q&J88Uw(jd1L(?1tXg*24 zaz#Ch*Ouk)*mLPANTX55o0VUsr)bvk=&lx1oZW8hio;FJp4RO*GszPZvUF`X;sLab z(>5*Gb=&aYZ_PQ*Vc#}5e+=>F?_4}uT%5YP&>}JmCj=Ay*t0;3ddGKmyY2_k9hqFt zl-#%y_0j`z=m*g{qr`*)HDujPhTpW===63Y5~T%>)SNV6YbC@-&|uHa?Q?prD)XLf z>kEHVLTH9SK>>OGYk1#ano(d>Pd*ic?{;<<^(cnVFKocF+1{wMqZF#HcDke|!k4|} zOERIagQIV}kWSk)=R4N7VHh>944B$JV{1HM|48pjBM8G@mV54PGKV8V?-P6%N9Pq(pUx^)IBJ z^fNg<1jdfyyvBRltui4#!?05?y>Qu2NinVHA^rSOa!@k>Wo|X=hu<04)!Z;uC6QXHX+#A)(a5k=i$h z@^ce8A5Vp!yoaAK_LlSZm(dVw)HM*kE4KT@SyaW%AjKq~h_4?@e@2bTSOZRe#X}D5 zhki#A{1M%7bDu^KduIy+sq?sP3+5W3mBqxI!_+RftY*8LY6WppZv9X1SnCE|#J4b< z0FBhLTgcv_9cR{iF~sGNlFB`;8m9UjCmr{i+@aq6YL4WVYR|HRhUsVC54_ve0kgpR zr8gtz;D*IW!*HJL)o3mq9f!JnTRnbvn1Dtl+gah{37s`vp{K~;TRQGE3(Z8B>Y~9)x6oO-Jr4b z!LJh<^-eWQ0@z0jJMGk&cZ3+??pM*_@1Yr~NQpGhtAjj(RVK%cJtYF>rQ0YH>LpKH z>f8&gd*0I>f#s=*iqeKLw3XZbJfgkNfiXIsaH6bwWEfM`|+3yFGS0q zVYb768~=S{WgHdu+RJX=c#{RcW|YXyOMp4k2hVq-=e9OrS;h66+uY~c;@%m$(MOFX zB#Q94)2I_GGw#;Jj9LSiYai^WIYhrIZ5QziuT|ugmgTc)Wz;BAQjqLy2eNmyz88jC zpv<+DRSk`X$)klf%zcpmWLUA_2MK&hcDx}0Cl%!_-}Soq75B2t4Fz_!6YHqqfe ztcAa)4z`dO>{zcEj8tuvr|(Sp7Pgm;m5)Ry4=FamDY>&7sG<7}EEnFXyHen!)4L^0 zs9~uQ_4dmC8TQEP&CU*CU)QoRG5Tur)3QnWjHv97m>6h(grFrkENf4=GH7w4#pRzu z;0+l@2(iaBE*9OFR;$pq%Gb%jBlQmtem*xl1$B#l-Xg0k&!2nHuZG#;%aP~gIWY}_ zrV+n<-LRYj?3ai1ON!LJ0Xc_hlN+Hb)>oGI0W?Y!@M-;76I;Y*HS*2iG{s=NlSJf+ zTjBa?FVN%Gv=&O#Z>*c2CDc6cxvnn^hT*oRz@Q}e$J@K?au|qh&0$?X#W}d{-u9aQ zWQH~6e8W}s0pdov@4{47gWfX>5>dow8GyYjb+lG3?rC3LA3oHgUE3@G~?}j%`^1p=H_2BEWjk@N6h>h- zMZs~p%1j$2ig>H}DE#sEMU?$u19LTjc(BJIKGvb*P%p78clE@)Lru2#=tNEUjSS+C z7Z1%2)E==_%N8whF5Q!>7EdaVgr1L>XKrTn-jPKv^G&#G2p+Nj^24p;qwl3>D@KNf zln5JQ{j^P`&>wOqQ}&8ZIRa0=3o{9NbE?72-dV}7h3VBoTl!W+Uef6V;aN8ZM{$Y} z?9_}i#(^W~y{WOV`Tc!U{>K;Tg>~sl@!_>cT?6y#WbcM`(>r%;VC{UVSez-c{3Kpc zvfi+3B7jIZVcI;Awr>VTjTBK>`HO5qhU;KUV&}@&NRO)6XO1E@I89kv9y{<7X&~VX zQ}a3_BO6-XTs+54ZMP}!mH;F`Mbgd`=Zw%3R~VjGFk_iZB0lke;M)wj%@LSyyrtZr zqFTAHaa@=6(?qQ7b!vw0`6C^0(nsBCF5S*Hwms~1(`3PFaO`siC_0;yR>6EjzH(`2 z&Suw2?2B$1-s8;k$?-0ir|UAApnvQHQA;(LbBrK6hGO%4^Z|_VZDRR{2UkFRcK~Y5428&Kn+l#n8=0-2Gv; zB!-*<``j{bHLdMdrE57qq?&lUSI4eE!Zo zK9&bU#-9K>s-*;7vi5stGr5%3xYb{CgMQH75brvRiLi#q)fOVx z_Yn?fDD8A{>Ly@KhH$rS5($u5S!qfDecm0HjnubXC|l|9@JbVaiLi6BcbEkIzn9oT zB?sf^0K8hj^gx{YB2|{y>)cjUX&5&81v8>f3D^?G+IUb^c?GXOe&d>?zltN-QGRnI zP*AQ&yh4%4DH!2f%%(I36E(!8&n{ zjOrsm+uxZmqLusi2DW10d(7;?<~OC)@3NJ!!i`iRvAGPJjHwg9D3JTWdREh5V+7P?;=0jO^mV~{jg6B|A^*lJHnbTcM zYs~EGU>7SrHSAmtItVZLUXugO87NddHy!V9T-n~eqYw}vWn^T;`de-T9*Xm0hoW}F z4~4j%VxgZ(c`8tzSj#K(u%6Ylf2vD5Tc#Hruvkgq$MY#DDPJT^u#Wle1k>OHQZ`_R z?NCqxs|nlMNCGqVaGKRn1Pv1!8=C6yE8(;8 zwzRbD8ypN6GBZa2V#_kf6@|;i7OE1l1xjQcutp9Zp_t&qXd)b9s$-&F(Y?46aB%gf zc3hJ%`eY7R*bCBBbmWxeX^t}l6(xV0Y4KrqvhLCEa4*LL(IFTumbzl;G&&p2lnC|a zj4`X_l7+3T*XtK3h%avSvffWay4DGyT*I=00widK%sK881t{{H2||Chno3N&E(Wb< zntMPTBFfbBz?eqB)cUWj*%8TV-_LF9ggQU5bk|s#*h4In)-(rx<`y#Z2Or35X=Wpd zBJA9j;!+t3m7@WP=$=Ut;Tdtw+jK>WG3m)luVY8G_0V1$8x^fIeKIC)&5- zrdCALO5f%fN%TIytXACZ7P_(X8tcVskz?L36g7wo8re8z zX)~9Iaxn(aGK%s-$siQqTYPO-9rC#%t}8?<06!DkK6D!lY`qEbV+q@GECh$!Go96_ zO(3XrEz&^&Nedmg*a#f6@81K(*0g^CEyA(D{lkBdFsg4dsj-uqk=k&wk}vL|7<&#& z7Z(8V;V|zjo$-x?*dMUAQ$%JsNa5jd;ePhjDm#nX``_&6wWxh(03dA`MuL{bav0~8 z>o~Hw=(bu)fV0 zGAU`1XF0AP?%g>*COpAm7Vw%m<8$iYWZp~V1LX=t{LA+6cef8<5j&U+e75A6 z5YyyL^1fx~wxY=qUQfXOfp}fC16u41l%PbAn^#EOSyHm024n0`nCw^tmU2E-jc)-w z;^CP=*3y@}gxZ#9uk>$IL4>SleLsH+`RfZHru_@>MkjuFS3-7jh@>8`B3BPxFE$EQPxpx3axAS)QZ9 zNKcVEB3oB9tE_R4_@*zNDS9G^`|U&vx1NYYPMZ(t3o@kOGJO1Ow=dx4{vGC+ag0jV z3y%Ujt>TA>;PZz_s{4M@Yf5O1nZ=joS=(=Yp$M+AZtkoI8n3=xrhO7pPqkO6W1W^eYSW$_UYu#UDol3#B5?aYiAVxYdKhiJ5BTx#^v(!yUs!Z7 zV}=6qs@q*=VcWj!e;N-^9nkq%5@y`m)9wXBTXR@kMX8~x6M8AHE7)0CL-YJpLFL)x zG@Mc`6bl4#(2pbo2%2rJj@d7okG-oqwo8E%Rsm7&{;>&oD~k&NAp03$5bzr`6CKR3 zV*dl0RnzG^tM`5l{iO=B+|1E{!p@YQYZAY;6Z+?v2p5HI)&nMKx0`0ds@zAIc6Z?? zH9*i226fT@jm{%$Q#IsKD^?AO4Cq*I$%u*`P%(-;`R+G5CM3v#sFDd&{u|qa_W`#* z;lBWQg^6G69E5lD5GWq^L?Litk?CYpyc9p($%&?@ zr|-EOksR^;Gdx;dW!74PTz#CZ&6qteFq@qIR7#QIb}F{VCvz>I*iQR9VA;dTV>kVg zp2InQtR9@~Srt@?V)}HO(Hr&dxbz@e#Ahkc9M!LjbTa+uaOK@>G(E20-9&sckx|Kl z2`EqN&aQHX>I@uoDYds!b*!^B|74sYv}t5tQw=H^!{m4{P3Q9)i$}iWI}~H|6J`gm zmYP+~8M=|uYpxWFp(P2ie*P?^zf~-Bnn7(_UU?G(b<41N(61hXw1^93eO!~Jk{ykf zh&W*Yjw+eZ+-!!IBcH?Bd0tl%gE70^lPUrQdSqbH0b26+_;k-eBb~0o*s$g(XIh*kCr^bl@asOp zKzF(3xKR)aBEh>mMk%X@5TINIv@!tN%|wq1tSmD9lXQCu@P(<_G#<`y%kNGoCZTB$ zvk{{^DYsPrpzk0Q^u5g-1!M_mG6q+{7ZH&2V7xzZbMqy(_t;AK{pfJk%g@DY%!Jc9 zGW1PbM_iMfXM#|{YjB;H{F<=UQrSn5`J}1nH-mcqL&?U=3C0Rzx_eZP_AH767}tbX zF(*}zsDa!W0{L>cD6Xe2)0hgKtPK{fA(d`@F*rFN{;Y&?_h{w>T%=EdV^3gVpnYCT=NyR_L z?!s#=4}T7@rrUz(r>hb>+~51qSA(OlVmYr$mS2C?e|C5(df)3& z!|(J68~da0pqpH2&JCTphZe`dJmwKU9qx)*ER~UhM(a>ILn(g=XE#DG zbVKn!m3)Gu1$r+w+@Nka`#$8XvXCe*_h!k#T%>>^I`AX$LrW^Y}%QC0#$q zP}R!TZXsWHU6GKc#7MVsts&c0(6dB%7K%OpMA*=@3)m?v!;yxfit7$97_^|U!;1rH zT#Q!Is}jabN70UcTz`Y5KydGb``cBuDZhY4Z@pfSdVELA9U*uV^C@_YV|k*(m5<+jY zvlU%Vfn`+V0kFH&1B@7BDz%#>zb9|twHG3s9qxR5FT4BVUb{3~7{!s-!!6RXS4| zP!Y)|H3g4pJres3)vQy03>$YRUsVI;;?;%yDKKMxk7JQNtwdzEGOYpSq*XlCEfxks zDSVvM!&Y3L&&^{-vTQmL3zJ$qEo(Y31WVE1untTV!^{|>ypfasj?B^}Qxf`8uw-?# zgB;GFR7f}PDtz1>b`?Wsz^-=7*W@JT>12eJDP(^t;={?V@oBX__+CpNNH9%%3K~LS zJmc=xGCy?fKQk3*zr??qb9ke$O$l|${`_BnnILFMb8;Nw;o(;TP@Zxk!Jm*nc@DQD z0t!U^(rq+A;~+wiN%}}%zk0y)(UHfLMU4q*xQWD}~y$U#wjqOc`CqdTQ-ItLnQ zV-E2oDQ~$q)%XawY1SIl8Zk1_GIE|?ShL7t$I|PqKs=p(7jmlefuTGF?+SFDL>3LY z3VVB7nM*2Y#jg!*HwgcoM|^0e)(+EWXil`&e6eaJIR_dNK!bwJ{~?ZENc0Mc7^hXW zTIUI8p@16KINnx5>j?>PrG7%|Li0eY4TevTuM4X=rN4`Qk7%R*f z8zI=ivUpbY)jsZ@B1pC<6M1EEpXRmCB!sidxj#B-)1HR=yZ!H_makpVt3@xr001pb zD)E7Vfg&6v_*{>UO-+6;^O}MvTJMnAZ+%Bc^Yay#4TJ@on%B9h$$xlqnj`9f=c-oIXdd4FF9w5taz3fXQ$zin2%jPjdB)e$ zx`D#R;Tzn4nh7lxcUCwEk#j<4TuCZP=g-@VjIi(_LT}yp{YcIjSrG~wrf~Zu^JNBC zorZ4sNNZgPq@^X~N16ULg$>gbAi#RD3iDq7OM@wdeUuKuhf#4HPBYPf&xoQ-diDy~AVuSkl5LrReb5`!;PuJPD|QZ8@ddU5I?!+Ry4so1vY5 zVU4NqdJ6TkLF{k{Zq%>)f-g`n!J_GF>w~!m@nhtp=XaKypMM6-_6A)WcF3$Xlr;(e z*J90{qdt)nIvW`v9moyk@H=I&z+ho@MB%FH=Q0?en#l-NBLPYa-eeihLT8U2Bg)+h zpHdV>goPFReDUNl%wJ$vqnos!|M<+mFErB+IM!IsXC1v}%v$@$TO?L<82 zT&>9nn0z`1>uGV#l&mUFdIdV-{hv{d{oWuEG=?fatvn120GYZ?A^wk@nF`A0QgSDQ zM&Y7T$nK^D0PyqS@%oC|Y(-(xoaPPs7>KfyI^+B7#Fw6WCf363MCZ3@3KY)!3)l~|h z+}6#^emqOy_T9NaCoTf)v~z3k5nX9TjlB*u1BH-?t$_`)OE@SC6xer`!3%-u7op;%1fYSkl@~$jcLW+HVOuezuvUF0UWdze^m; z`#+4mWmJ`4)IECWZVoA}NQZPcC`e06cY}1Nw17woNJ@7%99rpaN$Ku}`yBke_rCW( z?uWa_P(JW*&aP*zz2=;2?Vt6wDWkZkTIQur<2>~>Uw1~|zy5t-o8q#Z5b$+8&%Z-5O1l#` z_zIr>lpojiJAe51iaWF0Enfdc9Q{VdYd!nGKw^|Wwe4k?N4X}<35ySXAC!@6t;e9bhH+n*=~a~y6a9>j6(uAW1EF-(8gDR8^r zvS2*;iR`1gWV#&>i~-12DU98p4HRb&ZWw1UWMCJ)eCzB>|7in%<$!#b_}OQTDH(vG z!a{1@T{`b;hfY7C-aWFGvV2cu;H#*7f1{pktrJlB?N7V#5C^_S6K2RKX~?M}>_Oj4 zrYqzcMcA_YBtlgU5;oIx|0|M}!X%3)O>xgq&${Pb%c+^Bpt0+^3c!et!Q6klf^L@) zB5yy&r>%G_hrsbg@cD`yT+H4G*t(5e6bA{MW48Fw;QM^A@5t3~D>tuh#C-X=1QE}Q%=Hm-_IRcK zctQ<%KYdQ)>2liM@TSw=F#MrD;MPp4xRy-B)F7IDGYj8XqB5f1MZiVH5d~(kMSNwP z5O@6xB7~CN4AE$z z1oka@!F4zl9^H#BA1kLf^=o&;hoX5tL5LsPvW3uEH?cChC`dz|IH0B~do>h>lbWRR zvk$9pj$jzYtySc^3p&>Wk>HCad^wGSqvPx*T#<<>ia6%GlhgEHJUim0UBeHw_clF_ z_vcgy&8`O>_VJ->m&-L&*0vyOuSduJ_DofSV6)^i7ih)~VE9vB(Skv$8bp-6R$?`2H~w1%U*_EWw&Be5 zEIW93>>+tWZ+XKu6Qr&W@rwQXw*8J!DuD)uRty$L(N$KUWj_z2BmHvqvt(NWA@mW_C^l_dQwuf$r z8zKNcH5^d86KK(iY=EJKPMM1Bc4g8*mMt);dQ~#^(5czx*}!O2N2UyT?7ACu{qx?Y z3_U$J@lzHg-VgtJS0dc5-e1_A;Ls7x!7hWaKHl2$N3Rqt;Uo2GYvLjw@n<~0vVtI6 zWA^?{_0^cl`Wyu>TQz}W8C{HaCwa^U*$BfrkOS>>=u8!Ut~!`YfCRgo+`t|3zLHt= zclKo%=$n}Piq(irIz5`cG)e`GHiN6V2H}?o6bCQd)NM91dM41mjPk@QZ?S6cMd1f{ zVS$OOYLc+Qo%%J`o~RLFksy}GXaFh8HVgzdOLj-%_F+c63SK*ma~eGDBCK0!gH6WU=TLOefT2RXvMT-s`kaNE_0*;{DZ{~Fs{j6?|eD;&}~ zWN>eTEYE=5;ETe0mrl6;1#*EFUfVoL$Nnkr5-Ev~Mhd1z2SK`^LLgw>A=A4SEY+xH zan{q_QiWVy>fc(0DvuF*eBLojpVnDNVy$a$cvn3vT4a8+`G)s_KF8^>>ynF`)9?C) z-Wk#$libM&Y5gjWsrg$<7AyU$k&f^ylDn2yer$vLvv@@LicU$HA3kNSUDUyp_O`6K z=2$nOY?g3bljf}sd(ajD+u8mHd4WcLM+vA%pk_!i4(0oS`O5yjxcV$t$A>PwhBp#& z9`RLZ`7ZR)OM{jTPD`97H=CsCh$(yz>Wl0&cp%E$*A?O{)KPEx8ynVd)uX@PuX~DX z3}0}uKDc=BX=M4%p@@Q%(-ZudYHDB+n%K!MEIt5P9t)dB(i)6b2OWIZ8b2Otok-dY zaY1?O(Q7+j(+NKC+-cOCQXNqQjfjf$k@^TzT@gK&c(0o%w1evvk0Q2b{8%gJp~w4e z2#5qn8MV>MFZ5O|#%RE}gGWm{iVJCiBXl;`EW9!fz6vcM@-?pgOetbJIS2jC*=awu zw_6VD=wE!%k6c!=+z@U7LZq}dgXu-_*%i?qlyl5~_u7 z*m>q6EHhPhsx>>UFfQ^pj|QV8CnIEXxX)5Ht*De6Noz*rX_$4Ey!YR#Aw{IBu{L`z zlSk4NIHalM&)8QRFVj;8;$CoW@Gf3tqFwnLo3oAEsS!GeDm4ZB1~5=IdQ-Mk-Vth^7F6<3|57u6Ur}DbCJz_L_XH6c4kL^vis~y9 zea1sta)&{>?@F-ko={B2TaZ6P)X0z;%-v%WE*3$1^3mh-K}_$Nh)vqTL=>(1qC{J> zE~nP~zCG|jP8X%3jDtCVTRXy-fEIQeHZz@%G|k@pb(4X(I>AbCUDe+Ci2=jUti6)y zm^Wk`v^8CijRK>W{W~1T??*zlVA8DaKb2oEWE`F&@HBgim8_&0525L5&u{*|H3oSz zP7$z5E`7%fNO4ro0D}}GSxQxff+jdNtvY0vX9Co$BT#ya%}>5ZG{7tiAKCkly#DF= zakl!jyh7F6Whrgw^;ee#oxv1eg6|W}fR90gd|#`F+SS+?U@ECe5%cjuk6+o>8xbYaaTjENqQAiY;(3 z(SC~_EySa)&&-JTy#ckBw@6H&!-&f2H{9uW2U(}Lthet5G^N*h29JGsNM6n*)XymV|P6GAK z%+$M!xFWv=vD6-6z}>p}g^Oeyw|)Ng<(lKtFOo=-@X<^pQeaD7LStY|)W4$K71%4B zr|kX!(vmZtY-8|E9-{jC(^P_c^KYpRo^9QHRi!7Ul)AWz;+~43VJVstwqneE1?l_2 zdaVHE-%{6g$*N!)5SEVZ7)hSyA=4~AM32;OYp6~0G>@vfmCG#RhpKI;Z3qEf6D-~! zU#v@MOCBr}ip~Vm@^0QHzYL|+*|0}jnDuNCYb&F!F68s^l*;#H-VO@U|F{pUcbI8`Lt{9oM=+w^cACz8|mDx`3H z6=1|5Z9Mb$p(ndq_srhHW7qRrL%&Y{wBtx2@SzM1Fh(U`#7qP_olY_CsR(5SP(M_k zvJWFK4RjMvNTg?E?J>34WcUm2Ih)jl9-0(kg}wTVm=SYn-VUn1AMxzu98AGMZ=$b* zrE9yZz_+TMR!HZIWLw#U)KtUGW6bxvUK0{sZO+c)4sU6sJ zyHMo1VtFBKqkqPmu9rg=Hy*splhFmU1<{x%lB9X8kmwK*sl>1j_S=#aa1}YrW1-s$ zltZvFv}HC!P$GM~kIAXUVJEfoWo2)8LO=8Jy~d)N;_U|sG)Mo->93+Ou2D#3u8_QB zP;HF1M%%ppBd5sK4###sJ3{a6DQn-T^BK`d0ah#$MZy&pU8`*1SUR$}IwF>oxPzwc z@xfqvE%+CzjqnPxhp$2{SzX%uw8!zNulAZ#7>Z)TsF8%hfUsig(Qf6Y+e`iNPN;C< zZ-=jBaqXs!U9iU|VOg7bmbCx8Ev0PI5;JR^*H`28v8yRb$xrTHx9=SyimTVD-zTQV zagvfmEe@ak>QDdX4hNGg3*Yhs7Z(=K4$-q5MMsEntW*{RyFQ2;XHE*sI0DK%JHj;y0#xfL4I%t z0KQX`Xww>>j}x$P#cC6aK~H^S1)Hsi&YW^Yy=W#6a0Wz#cl?U2l6QR)*n)6u_Ll5} z(L(MAh~o_5h(Sgl{l#-cw{}>mRm7l>8RADX^>d6+^bmCS)^OGpXpkF*4Cz_NC42p< zsuUJ457s!!e;>w^1@4EwtPWr9lsu_TqbX@+<0Se{Q4eW3k3%j#24B$eipc|ew>C=Q zd`y;^Lq0GYlJSmR!v3_m;H#&5z1bD9gN37&OvXlgrk@_{_G1)&E0U&~pjK+X)dun{}!|4xSw8)5W?_nen0(?Zn|pFuFpS2Z=GiE(%EH;d zqyn6^A4CX69@4_-_#*l#x{A_rW*g7g(mL5peEvhJe{tT!T1X)T_{SG{f+P{gaKU=U z@^olQW#>6?d#$rSlLHT=gr^tHCA#cnCRYI23k)L*ud;J3+@DU6V(;wFOP|tWJYz5Z zxcS#(Z%qzcG2ME3?+^2IoX?gSpkwnPA%Nk`VuIwAqKQYpyC8C;k4BIG7h^u z6CHEBZ-?~r18ngCZdNi7zH|y$U{e!)VWfk+ujIQD;f`zm|P^4m=0^3#ky zkay>4g=BR9r2q@oA08y=zAETz_(<|7xRaOl0}7car;sLk$c~@jr2Fi>rNnR&9h6QE z_K&xlR9}Dri5KuHxiPG=Ow!1}1yte<86KqBHDr~_GA`fJrQhGQ8=dJsXe|M%I>#?@ zxb0+LfDykEMQp?U>OOy=aetJw5b7Wd9oCM$W{D_T`Nu@rMp*@wTb#}Skp}_sao(Yx z&!HD6W4=0ZZ1vak2h>I_EYz!vD`YG#dSq%*9a=k!A>OeypVET%71 z!|d&~FjJ3Oe3s>|GYkDPXyC1K4-nM*h#1v{YR9zAZPVi2pC-+dCl~NGY#d&p<6tEI z%4mMA<0rG%@IH-%$Iv1V+Nt=>5GjytrcE$+<~z9|rmB!!&n7{KcPQ2NJR?CYU={63 z=M#u^Q7~R-z?Gge2-(gkQxnaA?=MNb0p-}+ST7BfiYrsWqc`w@mc`tQ2uUp1ui~X< zE2_u^^gW3c4E;Hi*8296jMs6&0!34z$Ag+r9|iSG5h^1S7ZD=&{n!|%H9rmn5Hh5U z8QAv}ZQLZA@}cL;S<{$Op`O9?J&u6|;rwe4wrB#)lQ4*R1z7MhOignH!bjG%HD32d zlV;RBhDm4BFX=JuH+?RgX*NWLAAdPrpV1Z9s82E82n{xKi*X1=f$qmKUuBP?BJaHs zyg4%kfs%F+v6-&1%+dA_Z`c^;`zu~Y#tC2ndrZccQ>22wN71E*&0Ts@ad=mj*N1pZ zyr7`SUh2dV56H1-v;Jw*LGB|uq!!eF>usa?AuziOY*9hS27BD_21DgOHZ%kJ9Z$h zei{Gs+?2bD7C%a-9qIVXgA=}P8#b>Q_wijiU?9fh2Ar~vB2{d<5k^5P-AGS(W`E2; zWle6Cq*q39W$@pz88G*+GyD(vcdn7`i_j_xXYorHNH>d&Z)wLw!3iQEQwSaYk@3t~ zgbjZjf@>|E>fwF`7{RRAgmkrHzhbO2*vr0cu#AtT&tcegZHP@f%l0m~Xped?K!(tSPE1wa{(>i<`4J~KpxsPfd~74~INzx*hK#2M4{G^j zjRDK}4B6hZ8nw)g=fAs6azV~oTlrYNX7DSay^kYQ;x5AVPg?Djm41Ve1MGh|Zop&C z6-HRzgL@wRte=GdH3^;HZZ5dAz+1W4i`Klnw{GKMPX-wry7c&}XfXHsvZ#thxn0b7%^L2bA zU4qUZq0t#}>sUnJWoQjrDXPyz!AF0cH%oj#ZmB^}4)N7VIg3RIGs#x(;%OsnDmtT@ zbUWnX9Oad{@7OHqe|S3C-1s+xU;pSZ?oHuD zOu|OR=Kv8>4&`dL{({dG+E0Nk(H0<$YWu;qu|K7$OKGs|#;dgbv=BUWoyngp&76zM zB}mATb<<5D*W9a7Y^#it2!WS*Sje$E13iCVcC66{q|vk@q>7Mffw+GLHOO4jQk+w5 zjd{XTu*C?iuGBx#wXq#c+Nr{us~sb>OKr1IMeQ)ycJ#`76rbsQS?89h&Nf_mri9{_ zgfVjrv+r~x$MwuV>y7DBJNgBFSV-{65CtqDLr}TBUKo9_b%?{W=lVURb@pE6cBjqP zCmv}Ob8j~rM|s{+{iyS7DyvV=Lfimps5e4C8waEm)cbW$98SAqk9q`Y_*H}Kpv$!_ zU^?2lwFSUMq!o1wG8>yPP!k5k1Of4m&NG0lOqM>f&O=mJUUhlqAA74jZv>nY=%hB| zSw4?zi)3;F#d)AjmLi8gI4+D1%p^CxzSu>eemx@)y1b<_E%16xKPftx+H`W}`I&Cu@FgjU5?lYJPw|k5)Z1r=WT|vFgrOUI zxCp>fVaY3^0~W@@-S(HV(lMbnZLFdj0B&%UDexEIz1v0CL@u2nt7yr;KlZM7bbhJ9 zlznIEf3b;PlinQtoyT0%@=*THp91=a%KS#CuYn&gRH8ew1JT{J%aEW{M_W_kbO#3r zQd60n@dr+(nlOF;lP0Ha!RzPlaSB4gcN}HdFLQ{XD`U5a|Iq^YAPwHr$AKs}T)b

lr zjtp}Du@_dqrwwY`!osrGQGtj&oA>i}z`7u1p2D_M9EjZoHZhB|e82UJ{y}4eDp8QB z={hXJ%?9)ONnCSZ&O`NpyJ`95ayh1+#PC7fF|mk(2{t*avyzg@Gy8wWuGrK-xLx?&O2;Xu50eK8c>GyyoF>n zRp2b#mbeL_|A>ic)+x5eTZmHqE?M2z%&}JNI7BLsSm{eO`?h2xX+B%EM`&E?_4=j7 z&0E!g@u)SNbYm+c&&|>Pf-H`v`_@-1NIJ6;A{5T3e*+i#P zvFfOd*5l>R#@Z-f2svx*I3J7FOWPG?Q-VguHoV#>@**s!P!F|G=Uim|SWSEA z5mU5gAwNVpWai**iqm%2&5(KOabIa@@{pdHwR-&*b${IdTh;qP)>IHzNw3x$cYe=+ zR0RBGmXv($rj@3bEA*r4)l>p->1Tf`gIp%wd}W1agRTj&uOm~*L|NyFno9ojJI0xv zYl0U5lyF^L^3#s+a57(YIABk+ce*HU1>E7}5AmHMZwM!zR3gx8T}@O24om&{JrzPh zynl@0qXs=OO$wj&6T-%HhffZxIcuM4@u`fB=(j+H^lMnMBS z(&{rh^5VC%gsTg9(g#Y(BAzn`ckmsi&;}<0p zy|6r2Yag6gvmgGv%!PS{U`)xXi#F#>=}^XmcZSw0#z*=Z^l$#DRGQGXCR3TOhkY1V zEN&RBVtfPTl2~3ZHB=%DF`8#9B^#ug_KImZOsO4~d}l+0q5t@)3MYtoL6&bo7Yjbn ze6@oK2pPzgRXFU*zQv_P(;r+1ne*k1+S3M!LG~`F+bgg^qw|Y`+fI=^jLg@Yn;4o# zmk&&D1sKwOC|-MukUpxJJ%Uq*D1<{rxRL)R+IDZMR8Rl@U(A7{)xk4x9%(p+fOBvA z@J#y{lQHb8moRflG+CYW?x|TAuNY2#bwpP$djY4YM!3sz*N#+62_Dv$bHDhmj%SNb zUSVb^CF3w7?=j#mXh0S;ttikr&fM4G9{G7JDTF@L7XJ7lkp0;CJbQ`ICi3f#fbVmV z!VzjXlMYBm9aX@5pZ>snYfRtZ*}PqbPwR6HXOcn{64A420&g;o_Sn#oXr8q=#dguF zi`nLo8jiEol6m)98W7#%GAT&EFiUVzyy!;`-|X?nbUIk*l#7+?(&r2}*ed$4aWh?d+{ zrRJthl{4nVlD3_^W%c=J5%fng!sQ5Aq|-R)QNKidQ-`T3bYq2KNbhsaM~0v1=Sk|g z@dOVWVnW|1B5OCJW>z-t`V#cUDpV*rb>6W}pSHwzWq3zInj+$jS$-334O46DE;&bx zTm|FLmXx`u8h$XseT&KF&Yglh7S!q$kihtQRryawE8t=D7g|4QORF4coD@f&T>mDU zb3eyCNRAicb*-SmPMheR3^c{k?90BGC_a|yuSu|6_fMQH?z0JAH~4HnrClR8e7QDx zu+HA@z_fdd?&-0*12Ut%Pl1|t3loxf5DCb{#Khq7pg!9o5$tl2k$GYwmtm{GnIYcD z#T2EQ(Kcrj`t&DYqYMeQgGvO50AqMy?GFniQV-o%i-0pbz3~i5Ny+0sUm)nEh&ilkx)G9;(2sj`U%haD@ZJoE9(6UUHQSL`;s2|9VwHk%B z@MW2ba@zXgqmL{pzmERXzNpXPS5jM{e&bZj7Pw{RrE_sPfq|tm+2bV9KDUW!3V>0F z)g&0gvV|(hq!1e0UZb*a2fjlzsd&i%*r&($Sli`p5vJzw& zB#Mx>_nRW%LU)f3DMa=)jt9#R{?a%6oE+zktT~sb|5K5%zdW2?iM$HQczh5U+aHnt zoEXw@Qx>4M=hpX;f0{5!rdb12C%yo=YaH`<*`XApSSdd+(DidaJYYsze~2R|+u$^w zUV^upXp^855ul3$=@V4J#@(ifTU0HVi)ik*5(1wa;Z2>^&*$eKc?bs1x=Mb#(pPO?pm#oWYh;g!Dmicokk6skYV2 z=YSnuUgARuLPZ*SGaFkp$}2e=-fcPELER=$a2r^Q2bTx8jHbZydyFF^Wy!#CxAx~r z+zHoJ!H5}!JO^@G8Ya@(iUlu=5k|7(0%w0w8 z)H3zV<0AO0w~qi6^3kwxxX5nAqufp)<9@0pTB0Qq#xoB%t8>fNmV@Z_=X|&kD^+gD z;_-M$v;qo31C8z#45!S1zOvUjo=%hVO~@UtxKvJ8kV+4Hbvd%{+gn<3IK@@^w8wef zN`knzXGVgjIX7&fty=12%nsR<&Mby7Wv~6(m};sMjRSu0Bkcl#aky5SJVtiZYLP(7 zH;ZMwWU#9y{V3s)6q23eWV;fKd-H@|0Ot-`gG*>rDm#jNjejgE6L zlFj~ATy-WFpBOK7zeVxu@FTQxZ3%}{c*=u|x|T4dsw?*(QcQv!PN_fEPEcLQQffY->n$T6{>^N9Lcrs3m&!* zknmj8u8^lT3?Q-C3=DI^Xx8rupBp%tEE**-s?=z^04kK})abGV6&6$PoMFq~DJyR; z=upBG`eMd=N=viwUj6 zI3EIAJ|FQUa}w!vJ?mR$55=NAdX+|k!$SD%M-oV_mghd()bYfoAopAI2N@xI?fLKcb9v73`<1_T-hFLY^Z8$3@7g|L>9t=3WTgXDdVyk_ zX~iCh)ti#6Uwt+QwcJ}<8yx8?ud;&b(16GzN}+ct{p*aIv&&EC7ALNepEZ6!G&-Nl z4WG0vm#je1(J1Ff*8hC{N-i@ZpirjEHPO`GpDEYxVI8T@Hr1hRlIrIPqRnO_2DOd- z30^4I$KVrYp$RJX2Owe#O+46N0|RpJmZ4{PW!ZiC)exva`7DK={UKOF&wYgMP6^9UvNTq=r{o! z5TnIAKE<36c(d_oV*>)K`PdTrYmY;o5Kj{5yjn&*M}Yt;#WSgziGM?(+8(V)OM2qh zFair=G5;dAcU?l24j$V!K5UG({G$uQ^uG9yQ>AXMe>;ZL8Tt(*FI56H_a8FTt@^Z&%7+o za0fzd;~$Srp>`G(>yZ{=z+n?sJ5M{S$5| za0ge_U^WDq=f#i$C}ex)rvZy3r~77!E@lqvTg+=XoxMt&4p4krE6GCQR^}xS>+08m z6*OU?&r#R5D=8)ycu~T$uRbEWVvRK_-=)@n`jz|ir)wFSR>*mOtj{JXDe>DT@Xe$X zWp=z($+hX*ukSe3va6)T>FGX8dDbT6N1g^u-->3wYp_z%I>OY68}#keN-XKCOAy_V zW6i0O!rUg$ev_J+Nmj&hVh+tdj4x||1$Ia9@i|rDG?LY4OUoFnEXk7}am=%4DhMQa znjPSBeabfo^!F|8d2{KB-X(e^qD2=47Qg%Ed)g{yBbaCFsFQbpmIs*W-KmzajNUTe ztP)e?@ATe zT|sAb6-fSBv-X&=94St<@*H$3lx(w(z1>iJ_l@~Zd?HkbD**qMxy!3GI2Pi$Sc(nxVtf$)N-d-|!>!toQSGCDbR5jggW zO0MBu-GUF~T}4uE9pk^2p#TqO%S$f*%bOGF!5_9=e}BiV>1|m&SZ8!pyMO-Gmy+=W z+N@vh5SxiYY9VoLj|d?>eDy7@^@U<-zhY#9?drIPUA*>dMel%Uxg_dn#eo3{GqY*z z!R_8_YiF&ohiV3!XxZ(p+9HjI^+)#OLETGSDpWbIu$3q^Ddy+=9yy{JfX z0eBd>C(q!kK%nZ!151oMk3p^t(4l&oGc5M+z1Od^n=K=w$y26BBns2OM&Yf8}|i^;@W>iYAJ3SQtbV4~akn z{Kl>n?KxO#rR_ZpH6hTK0M+2)#GB2`)@h`S^Fe@y!;`hBVA83n6W8*m zu$QD9#V>wp*wpknJMu#K(Rh6~`;$Wduklc?5%2n!@(knD!-l6hchjdlIhvVVG(zKP zfxTk&c>^Z^&2~DRa@Wx)m#f?FLIWcre^_IVQ&09>K((L`x%*g26@cIC{%||e9&E7e zU;gyN$DW8%l4EJvzH6Ov+IYbT;$oulixw2*@l?49SW*-Xj1)PFt~%zdi}ic^kZ?K} z0$Yw~iwndH5!LKMTmkvLlVhy<%x*W~mp%Mi52C@lh$ZjZLK)0W+A*51vTV8(E18vo z06VAGR0+0$I`qOfW{VBU0OE_CD|eJgxFGb4edO&fDT9zoxCc9HL z-v4yOKC^0|$_4@3s%e&hEp96>4m!7dAeN-ZFC^08G}5CO2Bu3oD(6Z5CgUgLBgj}= zi3gfK%EKp?Y6Zmz-&ZU@czKmAj@|<*1)~W1jx`f#uYtxdG}9cLl$11DYd)M7JhKqV zn8ZTO=mj7pfxqMOyIX{J7)S4SqkSXp?eF2CKKA#tCX@aTJfralN7L>Xk4)|d3WRkIM9DaTrU4;UwC3+bJ$G+s|v)B+uh z=MG%oN762OEa-qlT@L!bIvU&r6>7iQP}e1L;QG^H#-5e&J6lp2h!ul6uLeYXLewdELj}TmfQ9ihxGe{aMtF&ulGQmPt4Uk`H}a zqZ}c;dUOxdXEF=Y_c31#qLn`08 zotbAU++XTn!O|5cqEFx{Hc*+|!RWJaeEth!#XEzuFZ>2CH9{Wef#+!KaXGIJj!i7g zJKo+0-+I#6J!d%im=^Yt>`l(l$IK(XI;uJgCu8QC*pZB~@A{fV$Z0+EZ~x_1hlPQt zOm?rZ?JXQ32aR8M4YOlf@6_&%6s@~YHigQ&{{&1dUqyeP{6NrV^z&ESAGz`(@n^4h2KW8l4cEvfUG_FUXVU(ptI%YiZ% zT#Z^&t~SL{6Gug@b96|)OaGr*f-OFx=mT*up}}=;?ii_P-2VXS*TCV9K@095w*)w~ z8ji(9l%t(@*u96qV`%2fq<%8*|K}i2B7{D{PgVX!Ofkyz9C7rs(kB43`NZaKf^7b; zKnAc&c79%+OO_(epEDLhyZv9Yn2m)sKKx)UeJHTr6t$O07}!g|UuJiF z19AdV0e-H>E9z7EnRen@1`k0OwKxx-)#EYWeI?axuZ*77=Of`t)ZixWeBDYUeaN7|7F1=%Mh+A7{GPzMGQ+X`G5|3*TXZQY09PgYNA~HHL6;%-$6{5~tclY~ zlzB$z#-lBr;?G#A0AljV8Y;a(rta`7JqXGlYl$wTSs`o2e%tD=UKJR&fgLu`vH8Y{ zmK&o26yDe|c6!Q7-CFnc3x*mLnDUyH)KngW@Hsby{}l9I)kNj3`halIhJ~x|kcKIj zL7QSe0_)>SZOu$JZHHGHkkry2<>HpV82|yJu9Qw7T(9W)$h=AnX~6fC8sV4UlcYS_DFd8BkJuzB1wV zs3`zgFp;>aA+!Z*Crx6wVtegsj^c@z*euWusyP@~5a2E2C4 z+Gnz8ZCXabH5wuC{^-LJyenQbbLtmjnbKeX!MB-o6)$JWN7dC2gl9MRasbJ>l_bSw zKaWITVL^~wWj5VReWz_L7}#~EAbs3$j#Pj5bdx=l@PtF ze8fLa5yEZlt&Jw{OzwEsUpkIdZsJaaTTK?A+ElwlZ2`a?Qi?*ioir!ObIOZ(2G;$R zXB1knHF=-g=F7{w?sm_~l4%6r`e$nafzqbA^^1UZ*uS+7<^&aH=ow9I@=tD;bqhRL zRW>dkJ-#qJ$)%CztOfZ)BM*{x17(w@LNqP`XQ@s#@M><`NFg~$I@u`z^80wt(KseU z>F#*%D@3Sohmj=6A$zPWdr~82=Y`|R5H6!mt$>7zX*iwA$0^KxZhI+@cf^j0-TIX~ ziZU^YX3+Oda?GQ(_0tFkAS3Ha5&1KYh~z4gGsQHaf)yvCzJE?1Ac;l_B)&XL!8;f7 z3mdKkL0c&=91<)n)3(^qxTS(yvnkZZ!=>5tTh9#!I{u31_NFnoLQHBX+Mwg9FoON$@^`YtqV*sf;{(w^5_b`geIi(i%;HN@ zFxWhL{_Gf%Yrj0h``g`4dCLRWRi9*Qa!x(@u8EZzwIVs8q1bfmPdiL*1YC2*j(+L0 z<$~pB(G^#;-&eB$EC{e)W@xJ8gzuDZbY!FU_DE@8ioLr&YG5w15-& z_#Z96KRi)yt{vmFMw*-+gN}Zn+uM2lPmx{0J$&-`;P}UNKSjL;^cPR%-ELpd-A=BH z;q1^r0Hzq5AhZ#3OEmnCM%3+(^u?Oyt-RjjOn6qba$(+HLwBwu=NlB5zZ)B`oDaTp zn6F-3uJz}3FNH=Ifi0dT5+O@fEzY*x@XaM|3f)!V=u67p`EB1Cytz)VhxlOE`!FB9 zE%5uNxUmWfw~fs|JiEMXPWB>L3sDQmV7t-&o#|WI(RawKyO_FSKQ5{1&k#WLeFhu- zClK?b%A?}HZFBEUmkT*{wtisVcU03GrbZ$Meb#_|T4B_>a3gTd$NyemLuA%R-qP#* zk5?d}mDUBxDnsenTosL?Tgh$7M9xHt6n7}Ezn4!& z#h96$s~l1vnaI7Xube>Pih;@zWSQ?~vOXpNs?WhYnr;1L&!`l0(9hMfz)m|F8b5O~ zwp8qZjFU1>l6%y)Nw%j&yrnpv-jNS^<8$Yvak8iAiFjUev8BRwG?sYj*~sDATHR)q zt8A6#euR()QX$tQDf!g-Yy}yXBb6`D{^?S?NZ~BzVEMLt3gtQ^j85H|njOLA`xhHc zC@=ued;d4O(&C{8?#MeA>x+CRR#meRV$EMb$pMtrqR`Oo6-dg-kGj2c72rRKU_t)y z2BV-_zo$F}DZPv?PXSUDtzbAx#vE8?S6e+EzMU|ER@{j zPoA&E11&1kT^1`_>52_B5PdEI+Ry)C!223Sy-fUAoGxiR<)n%ejk2T7Qu81Xb9oByvi>btT zfhTvrDJ{tT(}?&OUuCxC5;pMB?0VmE9Ie!5jWGOe5H{HGQeQQe5#H0Z6X?wN>dqsGRH`g5;W9!pHLm+uh||8Zj>Jt7GlM1ixTLm&PKG$<}qqaQ*$i zVeqnqVkAP@aR1*)W<+H^Z$K6^X;zKoV{R%su@8#!?@g8-y)gXL!+ZpHt0UZ}ABY6N zXXFTW!#LO>2ATVL?>frMUC?w60h93WEcn)b5@9qXdr8gxM-3&+dy*Q<^N))j`6sgy zd`Hf1t8dtRnO3HHe%YlEd9x&O_ z@y!u~#5Ib)S0jK>YT;r}zVja3x(pe}^`=!}u)!+1gxb`9f#Gjj4ZAG)#_q~5JixhL zZhwi@IB%DFYy97Y;QuKo3rM8%J7A0BLSwWWn>uPT6$DgJ9fcz`y3BZXJeEwp4qM5> zchl{N_W@axqd=kWmOJWhO{P>4?%B)4lk4dZ0jkU=8c!E)`z9k^oQ;;>>Hh1~BVWZunHryD4jZh7*Yo}S`1T@HS)KKAtbv@tGaVyd`v=9%X}8yk;EhXGCM<-I9_{3SdBAYup>>ABHDf;8ndZw^xWX1|p_sq`;ve5sR~;`O z-q?en>_wF0BTw+`lj91;4?yPA`XKiL7WCBrCK8rr(ScI{hA3NKLK43xt#-ih9AO#8 z&)-^zo0`b~TeXJq!s(02$IVwS9ErU<@X_* zzrGQG22vrR0(Q+9c(m_95Wfy=oL9a75e9~Zm1{{$eFEbS)U}&Hw|erQEaz1Yslu zofDxywJEBFwQ9~DQ_Q@yPb)nuVGE~ovR_eH6W(m! zLq94psZAbul3ML3Y5{c(?b33w)$vve>;oUGhq&DYD(EPxnL<~cbIT~qFIZZXFhq$A z+Qz(~Ye^y|{BZ9yn973%j0~DgF`n^%Py+PHRUe?(zXP%N#c%S?5Da7#I}}qK_1dGZ zGu9jHyUCTtE`W?$C1Lap4}lOpes~ENfw;O9Zt*vEQw4tu&dR5n<@zv$gnZGlF^l?j zi^upKaoDzTXg}A6C^AB^UmZfRPoL%!Gz1QbD;rk0FNb?V8)&ahgGMvoXTO#29TE=3n0ZN}@je z{|nJu*wq>L|D}f>98)4=zv25X?aOtbZ;iDZIyc9iEX9Udh(ZOThWe-;YlX|PjQ!uH zMnutVY@(_?2^kXlDy+tID>&a={D2N1CZ{hN0nUOfN+8sc1qfeWx@u!D199W%X?{Wy z9rbmyEQKI+8blm}HD@ELOfKTSdAY2PFRBv5_C7~>zGuNPNb>ad-EX0nzets2i)rvOKsImS@_Xo#Z6&C9UBG|3vK=m|!2ffn1;s0-_(+mNa zukLI}*tQEv?gu!5y9nU=63)`TE|JAR+~u3EljkNEa8S`N?G1TRTI>V&{!(ZahDZ;$ z)ODF{M|zUozam^?N;v-yoJj=S%{a!kbDtbWz5~J8?-`Tvb))Ahtxj)z?mpoUMg_-2vS{w{J8Ron<%8A|{ z5l{H*%+9k`-%k3GY;myygSADQ)iic*3*XG!FiOVdTs?%`LG_iv zpDj}Rg3mpQ`Q}IwdU3@&J5TSGBN2iNeB5mWmv==bYKN}Y)tAonW?{(yvV ztFfG0*G6rBaXzLOYi*hyIkXA(9O1e_ZVH`N8|E63?w>|J<&&J?G9Oy`6>Z{P(H1_eTrA8#NW(<902D}3zIVzG?4ag z4zYRYXZGN_&oHG01=04;l0aPmZVqIdF z0q2-D3c&`xzRv9WN0mLl!ha*SqSm}8l%ljrUeqUb?39S9XILD;I6vFW?|7u{gtJN2 zY~;}g2D<0N_BKlEAF%#sy@Z}qJqsREH#((fP%B6nu&<~5sc7Sp1Xp6~G?w@s1AHa6 zZ}lkG^lVW5*j!J~JF)Ngxcddl;ZAoOR3ykj_FN4|9lgV6;Ku_UT0Ui&Su4MEeQt{f zAe?pXuJD9={F$$#_zeqRn`sxs!5ITHhzFO}+t;VQdI}auMlSsgJKc>&L=L*l^{P2V z9xMTQc+ZsvU8iZdU~6sa04pR;!VI#~iYJw1sICFc(T#!Bc|cZGhCvm)JEUGBX;USQ zcrhVi2Ryc)J0jqy%fHk3SymaF`%ZH<0x1O`vr$rpvP+>TDJs0FTY5PXoI4^< zxfpKn0IZa22AUxQ=LAEu4EeG=yN;gB4DDBiYtG?S%6IEhlHLFCcC63pjU7g{>}yRr zsKMhlLxHR73ZOY3*lHW$>sA_bQ!39Cuxij#Idz9~6oMWud>gJEYJfyqnpveb4}Pon z5LqA`c<>vAJVq2HQ37;XV9DYS04%vX@8J>XD(P?@+(YD4HCq#Ly=7+utlWg`yn-8e zL-~*ueyXOBgQw150Fowj&#s~DLlb}0!A*D)c1#y?33|oBl%|24U$V^AxWVtxDd3!+ zF-+6&)S}9N3!FTJs%$1Re!g($%*@f;q;v>>xI?;TS{Kad2tTA$zGkb@Sw;M1yy>~! zm!ZB0m<_I>22d&Npeq2*I&@pQE3MfuUQ0*B?=k?u7q;A0S~Ec|cCL|#eG*fHFikh! z*IKEvM+UkO^9W#bU6d?a4+iz;T*tFxj(Le}8DvB%PPGu%%Fdyzap7AkFfG_PrjJ7| zA$N+!_{!JWul?EFsGYhW4L)$KG+@C%`1)^yh<2>LJLEB9b`RGo-pY`nl=AW z>NFI6^H^S5bb@T<5Tz}ki1zM+n>c}!+}=8vRfz81+f{_0EtB&Tx{>%#tsGO-NMsK# zpvgdMJrldOjVM~p+AI44?tQ@e5cB78Vel_ERsK3eXTu)vAQNv}0T!u)ou4YG%XNu( z$ae#@IA0kUq%B~RxZc{I5^y2oZt}oF+oNl-snH_18Wpq^Gj3w3Utm-~26E=#h6w<> zYcH#*pt)K&F>IS5-fP~nqIJ=_j9e!6ktB(EAWTTC@(yU=Z4J~H*r6~ORK7he7b$yX z4SJ}Dxz}tZ>?JE*@HM(rp(glS{0fb8$$?L}5Pcoms~`U^MM$Qyqt#;b^utg`n6^M# zF_Ek73e_glBLMTK`81*J)M26#blhxXUQhn?fnuOR%;OyHxjh`2q^cBoXU~)gP%mQ8 zmGMLfKZh^g5;%m+XK#g2&o_NQ4d;A+#gPU@*~d3HpRnZA@@_mKq}%@OpcJW2VZ)~S zb)QCLO2x*Hfp`Qfz5`!&61spSt-(_DTfF{(F}(WTP>??PnJ2ct!XjJ8D5~ zx0%K{Cf);MT>^Uz>y>zSTZ6esXiE6`N&0BpUH`4|y(6=!t~+C`XY&>=b#1x`031@) za$nY8JhE2B$@ETPh+*CegLM7Gt~yCUIQjj!nZF43=Dys<&B2E@P?yhKZbr50yZ|=c zC#pJY5Zj;RyCc{8pYbY89Ca*WM&CB%VANS^n` z2sW=`bl2Bpqm|+AILxxf;h*of0An_z(fY49jW+{euTd-0H-st!w2;}BHJNLMk>{S2 zIx+I+-&PrUq&Xqo11b*q)w(nM@crZ=KV>PA@95{3Scm?DKaISg38{#OLHBM^7X zxeIW#K>H1oH+ktb=KH~cDlEA9}d1DXMoRRb$8gBXyw^LeJs0Md;B2Etbdb0TJI zqh?ylCl!?OEAT(KzCj?*jWcD=8qUnJfS|>mQ~}&#iXFxfVfe$oGWcC=?RglLNuWN< z6u$JUm-hAyH7HPn#mzfQbY~3!fOv~a@}0|y2BXL`#ns*DH{Pv4ker&}~Sm!d6(;ZC@%1xkjw+R$q# z_Pt00YDl2m(lM{-XVR%6PWh2QorI zC;w@7mS~Y|4>%G#)qF$2-#*EU<{FWVCV^qZjnXlK>`@GZCc@083Mtw@dRCSNN^xlE z(ao~Pq+fG#nC14IX*Z%@|5;o>FpMtSV0DWdLJWP4aB=JpOcfTEe#u%#znZ-!d^smt z8*`&9JHYP>hR<@a$-lfa5#{k;i8BpdD}nep$cHlr9F*ZeEMkg?O%eCO#XMTiYLzj-{*B+L#Q%*1&y&~vp>dUn6loa*? zD7>54lTF(nB4K8de4AoNkD`paWqQ?Lu!*tznp{dVd=)fLhD3wNxyaPv8w)C=pb*^z z@&3Z2E`7aGVwWvofKF1F){F`STa=f!z!H^ zc^Bh3d20?gafR0p|J~n6-W*g#|4|G|RCMtH&I%a@6Vlkfs|U#LJ<*Q!<~b3svEw24 zZ$r1_wnx{xF~-WdfleYY`**F~nc0-svNl-ho{!ht;e_Em({o4J{|@U_4`R|SINBrx z7Dco7oK?f6DzyW3x8eO^;EAhAc%k}dJeexrT!Ggdl=ji0&6RJbFveMvVJqeTdR)w5 zdc0#;UNS4Kr|+Ir+*NOGG=Vz$rjCS*(e{EWbWyQMtJFP_dz)69zTVwSRhZn8EAT}$ zv(cv3JSmK}`uD>*nG%_cia)ycWu|aO!{~*&?Xu5ZJzyYl+L6n``ct;zmI%lz zKqbppa8tM82b2(D@~9DP<#zA;sCRj^6sg|L&{B2k0>Yd|9K^rA9it#uVA=FxGr27Z zRnY%WcXoK+$~#%}k>PJ&cQN*yfl*tx$>L%zK4v>i&TWzKti}m+HLb@hVIR-}+MfV3_`7IB$7+_H5X&-6k2$WM^4@oVHF^}|T2g_2WYf_J$Y4JImtb7fwu`+E;% z?>j?ZF-P}0PYHG`V*3_cS zbVgW-gQ$zR6kEnGb^u^Ex#nqoF3eB~vfZtuprY|oOd@!*#hAI|G*ezW7<8>TO*}w) zk)g3V?ZTHsTIa55Z%33?8%&k!W&P&`C5WnMdqF%gmp5m#)jQR6c)3Ym--`M=JZb=b z2eghI$lP5kt~N%;*mBqfGPl|9OJzb?n8mI-{9S|6V$Lb9jS?V~gVo2dFB?BV8$_`F z=wVo5kGNvn2j_1Q6L3_Pcr4NnTb?$0Q%S8utE#cdaHTDgw_Vh~8!}-Y@u+(-*>0KZ z7Q*$Fq-%;9mql?6!LFuHD=Uou?+U@0=%2QM9;t$K5M?0RWv;AzM#2AWeeZ3ljDXly3EehtJH745L+-n+my z777#(p08cFkBVpr(XOi`aF*&U)8tQIAe@xGpu%Y!pJRS#w0pT@o$R<71FmC#Iz+Ia zi9%wb^*WygFF-W`IlyldN!`G@%% zXTe?lIIr0UOsMWSwxiZzVHf0h%WPplUVC;q<pN5K0Xc#1 zMfukse^Kl2$so!3S@$F6stHXU9l0useKY-!sIGR^V*GLg7S5(Xz))ES+%Ty`!1V33 z9X6BM!JjjUqd8q4P=2|2!XqYokKcCI|#ih5oh<^8+Pbq`b>(b2J-Rs>1}3v!(D zN7_ib_69IIgv{$+0a8Dpy6_I_M}*HQdW6@M#yw1G*p0uRuJ~L#b^tiwIr+4!ZRq&$ ztuT7uC;QT&$6n6QwkaPq&cuhr1(*EYJW`t%VUY15$PJ-W_%}P-Zjw$aDeF!@Uf?^G zg{gxfQcw+EqRW9K14XuHcLU&3)OV}^bk2HO8kWBH1qVvr?dF*+?!bzs>a>WYHSE*+ zfPD`xYL)x!5QpCUe0WRh3?f%Mu-=zrIkGRA)M>BUs@|Tzq)!9*l{(V6tmHwkG+33+ zjQRJyjbySL5J_=rwhp7i0 zQNBb?17b~awC<0o6i46-TEiSSX0P=o*P6u-!v5YyweJ(hjWc6O7Wrw3ZoMw`l~z^k zY0sxzz!!m&Z>t@W`atc#o9XcOS;eHB<-Up2ayw8b(e*1zW&?;k!b8aB~_$CkwIBysR#O2GVNlLOWYe9TGTbs0aOw3y-Qytq&! z2z;>?JWvlbX+@hXU}LGH>2Z~lReiFR07s6KS7-PxJq!0cu1_inIqi;aDSWLO>r3mA zQ1z?I1nKvCVIU-G)Uuhn=NrttV!@?KXI0&&j$JDB@%&z(P2YI3{RQh8d7S&O4N7Hz zc9t0Db_E%oqln)igV|b&*U!2GEHtRVK6?#3Upb_s9PVS7ibjX0{$6KxxS8=S=DZN* zpqo5HsIk?&HvVK|)poH)FLfW^y1(NPhGz;sT^4x8;Ouzg!R~bl zrGf$Kd{jVrF3(h`*#Ey~`0;li7J%(v2|IWyrEKK}{9lwc!#CPd7dgh)i0_CB2y||G zec`OX?X!4pbu!LLB3trmh_XX_B`JxzV731bkhAYCST4?& zZ!RuAkBXCWtT!8`vMx!F7IaCosUzbI)VV$@DqtAFfia?bc8(6ki#IXm&Ie9!W>n)n z4|O2hhKP<3?C6zi$DboPzBf*d@#{0@(quSLfwWyH-c2=nRG-hEFfVL$RV(Q9$tOBt z^ibHK&WSHLvl?}Zkch23I0TUz60d1d>9vd!3X4wDmp0s=yXXF)r){iNt?B&ye*opv BiTnTn literal 0 HcmV?d00001 diff --git a/NLP通用框架BERT项目实战/第二章——BERT源码解读与应用实例/assets/1610378199764.png b/NLP通用框架BERT项目实战/第二章——BERT源码解读与应用实例/assets/1610378199764.png new file mode 100644 index 0000000000000000000000000000000000000000..f71b92d015c0320b4d00643885f493b640170888 GIT binary patch literal 42197 zcmce8Wl&s8*Y4mJJV6Es0fIw-Ai*KHySux)yK534A-Dw%g9mpF?t>2Q7TnaQs4eo$B)q>r#Ok(75!$@H-MWDi6y66XuC;QAD}$ZoVhK)!~>1?_B)^oLD+{ zh4b$K5>1NAh`$pl!Hw^T*xNJl-)vI=0y z;Nt@^BI|jqAXL}Zt}Q(rEGg*g$NN8Q`S;lS-)igBIl$1XeQ%p8Q6HO_2yS_htebd; zOS=tpX{|4*HN17=!Dzk#S}mZkZUr%3?WE{5soKTWlN2!YC^LbO;#%V1YRFd|lbF}K zTHZOp0yKQZ{+S^g*)y)d&HbbB&J_UQ?Bc@cWc{Z?kqXV5H)77ttQf?c0KnB|s(lmq z?7{@SR9-V?YM`cE<>fim2tZKv76t-T8u%+Kk%ut7z-e&&;h`O%t@Uo8b$K|Q=jy=T zKYDsvE%Ec`oYq#-=H_PT+a0*m53O&)<`@Bj1rsn4I<}jWWgYUhNkT_*)wBhkn;=LS zi77WYl1RS|6dO>#NJlo0j~PcJ^&U7)9B&YWH7pkNqNYf-P+=BTY|F2L#y8|HuXnCq3)$ z>uakT;g4Rr+kD6Aen|Y%_e>G`v9;oKbHrIJ@cY6?B%Sh`EK_3_QHMqb%R9mYw({-)C0Of0buEOeZkk&26>6RQu|- z_3<_fY`54Dx|QkAzg;J$^=o2bZRU2dpX_{53o4a?#VMU0bdT#$C6#@5>OrSygGpGg z%jbiFZhSdI4>9SBK))^d)-H_@sUOn=%$m{_Mr&vuo}NzbxRifIGJ{SV`1y+y5+Nl(b~@?-?OBo`q|{MJtz>=eoQaP!b8A08@a{Zq^zl9Zj}^ma6=LU7&#)fEN#qsXXc_$r zTp$0yRo;6#Ui@-B;IgCx0-8Io8VDT|uy}&*cl^d@ymmgH8gx`PeXC3V%~Zk{_aFTp z8%1w`EgkwAC1;N6wTM#f|9I&yuc0tjC_)06hvPk89jTE181h!VDOkPVS5>cc zJ+f#G0!7`r3B(e(a$tWt>T#BUvqYG@_H)<#?MuBz!~16ouIk*}jjuCi7816-fw*ZI z?DPA*zxvx7K4OIbU9=8@J1SVE4l>o`#DdVn-T@ZPsqo4(j_0z6Ay_yQD))Vg=f=gw zn5;@iubI~!JDQ~niz@NHzoqy`kATfejXZY7S*=WmXa)20ir*2t03X;#<7K7*DYwcF z(n%=7T9{^LoXkbFn3}Ziql8rc)8nheMpwqdhr6~jF}V=hEIG}Xf*(mj=A|9kKxY4c z7d#5x3zfRNz+_L(hU4a~>9|Xx^1HwGs0Tpxui8bBEBu#DCd9S)_Z-D${#SuSp2Pe< zeUaz&kR>%l{F5`ng4p50J=O*JpSPhD&?UD5W|a%#T!{beAoo*0b1VET*Mt~1#=pmn zVx;x|n0wJSc;MedQxU${xqv@(Xqob4wd!a7z1Emx{Z z<*Ko%13_(Xo-{f0x2xni*omJ$1*Hu#tncI-8nlJki7!cn|1&{0qgA=A4U_!bl18HG zAKE`7!Xv~`!gG;4y-4!S3RwRN7guY+I_q10eokY!azjK9PeG!?*+TnkxhbmOqt8LH zQ^<_rvQ4lsa_B$4Y;O5=%TrMyC^$E4_-HR68jVGP7oA9X)gCS1_6pu+%P;)#C?S;s zZ@_~!1!DgD4ZvHa^vrwwyk>;Hu~-)d5w<{2oR@)lHXUPpN4eZ%C|Hf5l1bRiiV$;q z*s>krCZ{a3nOo|oM{~NQ7?ZPue|j0`t-T^gm5hM3@o+>sYn_i4sC~wVt>n9mu0s6^ zBzOWTz3RRRQq(+7?3*!L-&{4bwua4hUb*FM@_pT@5u5t7VQBD*fVOY)Wh6TTWaN-E zXSw?N2F0YT=nl_Za_^@Z&n}(cJCUQxUa!ob2I?TA$8>vMIS*{7uW~Avz1+d-kTS86 ze>lKvx<5P`W$mhAzUGg&A^pj$w)R_0QKGx`6Pc@SsU#DwRk(8wZo?`I?BIa27#Yrn z#!-RM__MQFg>QLnbOMY-%7+`hs9Qa~8!LP}MAk{8DlkuHzoGHV%w7}MfUVp)&o*Kv^(hSy_o_{Fs5!cF1#3dn30Ez06n$YDS z_mP%&_6;b`!MD!w^30b)(y{l1PnZqDY041={vH6M?r@Taa`1iqH90wu{ZnN#gslee zG%Cu_wi!j)mi^|&tGP^8-I~SR4(4s8lR2Y8%slhz!W55)>`s#YoM5Lw5_tuePx|slT_7?sSnzpdVQ$3$^ z($5iJ&^HN@Wt_ykhRJnFi;imjmA{eW(^pnylJ@8a2ps+8t>txNXhL` ze<$EbNN_f?qaZfHhl7nBtBN9@HI&Rw#J9Lu=XhW>2s*2iEHpJWH7ZS5 zhBJ5sw%0XjjIVv;zTDpt9!)Nkz0q&)2@0Z7?;>awsxyDJ>g+}_c+PT8lHc(5y`#KH z#`;&Sf=eEd5(;NJ91YaM07g~xdG;%w%!8~5bZQ$i;5MgI#5;bN&{4Chj@hO7G)t=) z#>l0y*odBdlY?b*R&fx3NY!lj!@6Wh@DIyQ?u8atBIiW^`b7840t}1j7lPTVHnifpB0*_&>vv(Sat_Yd6gKb8_946w*Gd1PeTOV%0ZUEHl*KjUDJ64gvi zGnQ1qNSSRtNP!nU6Ml|}-M0wk60_z5qQv)2l=&>t=7ULV#5?@Cu>z>--9GV9Tk~A6 z1J^=1Kd*gkkz}IY{g9K{^yGP=3T@vYs$PMx6g4-`94-ktcI-PmA{(cdY(l}N^he#9 zi^{iV{93!EG?ii6di~y|zvNiZKH)d`dLF6W0gi61FS9ml(FGU|G|Gg~RHBt{wo|3u{W2C6+V`{3fNy=RRp(($ za@tlA>ymj8^+P!Jaf9>dBh*d_NqfK!aWMxZCMG5is}?D(xNxtyU5PDU^1oeJvxPoNQk~}TB<=|5U54R$!!uuX$ z(Bl&GJdDLF5g3k^Ggyw9;gtha*}+ug5G~w6+*-ji0{d4@3Q)UnvzPnG8>d|xRALy` zY2llRt1F2QiqGbSd-*Y=svO+))=lU&yWNTW=kCf#008-8c=ujro6#jWqrb#DIr1Ck zprH4fWvfY4aV~b|yP>v}AlN~xU#00(rfB?+`(iWf^=WU3y2A)RFyh~T5-g4r(>aVd z@}|(y5A5ah{h@O=GaoMHl64qO->1zESLGyAxA8!ow{Ow0g?*(=Pd z_1J*(6{8q=#p?|s*2jyWwV`P1K|Z6#k*-()=++A@*gdR^4SeV-eLp=l8<}RgTeu~g z!AodKNVvW0axeP02&QszS-5C{IIRJ{Z~h|Xh>S=q#%v1IC$>iAhIs7PMDVbBfqZY% z7_Sf-yHg1)uTAt7Zk0H)AIu|VQ6xe)_y1rO$;)n4~h{!A6`Fc!6(^K6to!0`> z1f3{^^RK3+r>OJN+kr_(&OxDj#xx@V;?-LWX&N_jW()9XeCI`%tvAy8T`sZE6LWt? zobzO*_xJD3n5cRX6*ZBjV4uDcWOp0>LueXtcl)rMNZS6FgzzSYtPL^P@$8iwRNliw z=gnYwgSCd<=0{sS-2mc`u{IlBVZ(7Bl;v<==*t-69VL60MX&JVay>llQ#C8G3zf5T zYCF2P?u8(4R8+^)9@Pa$&W?7)F=hvT|9@mrj22??1dg;Ub$?@7i_81Z2TNyoajz6(cn)98WN((32iJ=&{~0fR5y$7xj0|G7e1 zZvj{SVewM%+evJ=SjE?X+!CS#3KbOYId~B1CTmN^H>e-dgo+AXV#+|eG4vmrjN5g- zXkj@xGLrI`j$wk3{l=_;A>q^^)D1JZdtYB>-Ifr0AQ27;9yWF!L;Ia4NMPRfBc5+g zMa&UvtSLtoA@pZw=W8;XWz=PzSnA$AllfeAw(B?~P!6Cu+fFGzQCS6W$>Ga*!A4%a zH69r!_lk#y{y_t2(fpH%DZ)mH*+?3U3#98@!kA-*C4Pfn+=>CZhpCc7s7C>jWwPgW z&@>goC1a1Sb8IqbjLdw_WiXkGsQZ#HqUnyyK`QcV)s|pM=8C(kygNQ3;teh-9=5E8 z(r{bu$UzsAp4OJG4gXxC6wv#Mf5OAz@T>sxIJZCjp?9x@38M%T%x#d~$MU`F)7KV# z6K?3a6plV?QBTl>2R4}3eyc1*$vp}|F%WxcCb{El>j+sc>FT)nYTMQseS$b;#(+XY zc2aI}ETiv#cxz$#teMqv(jzy62;6`(&)-45V@??Jl?TGPlsd8foBXr zAw{jm9X2@w%9m;vvtuC%)SdPoSW!~d%M0DSHhvD29KZmmkur4eN+glJYRUx=f%%sC z@cg_?9h!m(Pc;r%=dOC4f19Wj8tob}h+UO&gPofUK0(VnxKcHGufsEp`qLdCBXsz} zlmYfBGBP>Xv2Q1wDp{ZwOsCl}e#gh$U;WclybL6)!n;SuGu3VXneee>2xlC#rE6?N z^S!i)2wTc)LsawqIUBXRZWW{g_)6!nx(uWz7hsHFGjX=>CoDHNw>bCnCxL!Qq)j`v zsL~vB*dcG=))bR_iq&vuzQYn!a*uiBlC0TMD?;O*3cD^`3qUgOQ_ndl^u2XBm_$0a z-jFLJhrLngixr(>qy9vuV-{}rr;lB(uR!RiMpJg&u@qDz>M|M7dt${X8vZBf9J6>= z2%jR=-9$7dl7(}p_dC8KCy%VcsoA+2^$SNmYk04Lk0(e@BKXm$DD0BNVYgOO%_f5EgfPf5+HYdWjaUxn$QmEtkGGSON)K(|TP>dl~ zV7DG?;_&4T4fMo_h_I;pCW~bD1{S0bxbY^>NXfw&-EryblZc;Vc*=dSwa7??C%fST z1d#(Le_BdNro)qUAtU|Cxcqzt(-#PHc7D;uHHw)h6PE0UnfHx<)s?&XCErF5i0l6!x!0^$mtLdJrW{yv>r5e7|(C=isIli0n@W^~j%;tIv*TT~PmoTSD@E zvDq6c>#c0?*oIV&=_c&-KtN(PlVVZRPge1f^g`X=DVnvYv@~=WK}r>9gu5zd4Tq?; zC&tb2dy%C+`(+)8v8yP*{g?uJeMz2&tN<}>XGGrYZ6s>^dv+*^Ak(F**qV+k`B zIaEOig6Y%w*w4a#i!n_4v6M(+X!IH*Leg;L+=c+laxPy<2-jlZ3nMHb@i~6Z?j1fe z`#mMu0bK&M(p>T=0hN-~@vk4GSu%S>dmahuXdI8Y9E3qj^t5HmeM|yEjNsSMSpD?7 z>*n5c zUkkowW5%P*l8q`hiS|Ev25|W%&=r?7M^?+&#cSj9fWm;xitm|+GN8GCKb1OjS|R{V z`m(i0s0gwXCjXEy7-uu+S)*HjAcdV31+D#7E4GX7)L4mKpoJ&v+10~m>d~1qbh;7$ zxQmP7_ch8&ocI8Pin*)_t1R6MEW9+MbEUVEmV%0bdn4$*ezC#lus2Bp9T!UI)mrR; zlFL1f;_VN7rdU%xSZ5*hAYaK_ z$DUcUofgTs~m{qJjkw+iJb7 zc)=azc=I(a8X?KyvDz_(uGAqy-NnxbnnRRM+x@e*uWM)+?#cAtxRNMSZ3rz2a|$)W z&%3`l_B)WZ5S8$vHCAbHSL~(epP5d(erAdgovln|bdJDmr4u>V&q@XO_TDyx$Xs^^ z^EhYvOV%l}&j>BY6A~x>^^wiivWQrjG?9WZn)I%hhb(|l9=TfoQ}TB;7`n(whUJSd zAbW`Qk)+HR99K8&S5T0J$pR&_Glj#w!Map+ zRhas)L!Cx7*&Ajyj~|`L2J_)E z1l8yheI$o3i-7vxP?UM#;%%PZx@4lRK=4;^78@o=vFhpk(El@Gv4T92P@R_ z8~}5=Z3ugR)q3Ji-R%R;prku>|+Bg#2Br0`~g)+QQP3umwJ4$Pdk&j%m5k8f@I! zr~3jPz)`{@sSFMYb9H_?%WRS`YG9_c^6B(NRriX}EHr-Lg$ltz6H8n@r!FnBXsF=F zXH2D+m;(teDD1XxiB0_lw`squXpCfBQlVP&qKIH#BBCkHDR@qT!^_iLWeFML4)hXX z3mUxWR&{<%(&#k2NOlupEoRhKrsnLt* z2N6+){m9;^z_qgts)sJ+;8k8FwkeTX*7|y;08V-a09A09V0tyd~2@nw;aUG8+=|^Wz7+ zVq#*tMya+F#~jwJi*L(2^ehev7>!I)n9}k)1BPVIa7LUy=amF9w)CvLTiCPk zjHf)BGhC7F*L~kj8+}R2T@wxonbmbvwQwloy9lIxumXr8B&(HR3@)Kdem9=?y0+H% zT$DXEC|UtQJisd6;nk6Z%oNlp5o?ty_^F)A=yTh=HE{kq+}a_oShIr7$<8o&R?xO5 zBwKZ=^5r>VS}^;_O@6+u4@@Hmc|Lnw;>7rcrc|@7gk{GH9|*JCZvrAzO~QESVEoPh zWDCT?`OHR5&z>9TRII^ZTE?@)9lMR#FIDHqeB$UH2?+2;R$9aH(|LU*44i zMpqy1tFx|kjwys<)R8N$b?Nztb6t@~#+v_I!gA=|`bKQMQ3W-i-sGRRm9`Y z^V!2vFHit9v>{_!p}y?M565YZz!6aozrc1r>xvlfEQb-F&_lu_Ht>s)mVincWnCC` zr;{WnfDk;M$n9j>`|cBSDEw9!Nr7$6t}Cei(Co4N;Nybu8huc`%y_uN$D#~D9hqyw z+;I4eL#OnxCoL3c@r}{y#h8XUyKc}{wlk$e0M{XyJa)=~5S^v#H3i&`Lslb^;$!4D z_BVmp>JB$0E(}`9E0=T0_4?3IM;i+ENPS5n=cAz5tuK9NpVM$tVi}8yo zUq0k4&dViwpUUFLJkGtslm8B6&^PRo9HD|gCGAbPLO#;YS(4@?&+3=w`i2J>on)&^ zSBNHcl5K=HsF{0liACEpgQLt6U-~YxAkeWB2fX*Oc&8(#%00FPYlMLEgZWLus<-a; zXXAu>8n+`ye+@j?VFc}R?_6wjalKCMjP(G&7k&)~TOM+^b~Bi*(C>alqgz2yXcGIc z!tzz8)wUpy-o~(x%B`sJi2&;UOJnfQcKIsY9`qR-Po&1npEkTAih4g`BMAyrw!y}KVCA~hw9^yFKCGG^Po8LguX;u1X!ifYWy-Qi1eh3engnM=UD<^CxVe1~ z<65qd-S8$KcP5CXCd{|y-8`T!{`7)of@Ad;WICcXLQ}&8u#f&8Wx`?P$hm~EMdZMs zRUFH6K^Wz6ur<)io;agxc2wZ5B!m!;M?tL`P#9~kTlXdvJdK!ud3W48*zHq z%4gm-yv7{QMXSx~w3SLZ_q~@k>);}W34GdG>V;Y`Xcj~puf**j%d$B9l^-n{Z&)bI zdl0T5(5pBOa3y<+mLf*DS`%^KK;O%j;dk(mjl=05o3-i1BqGlGe@r%jK#%7BO zFC6hCDt({+-NHAeF!YO$h^I1?==j0Wh@#TLYY~h+^n&fYg=1lR7dw4mWWcpYIolH0 z9l3?Jv&EUoZNqyB+%f(Qy9`MOMUNhkH-hTN(sh56|GmLT4WgXR4(Gn4A2b^`x^^Rb z$*_RyU~dlOow6lNcFsJiKP7F==1Y)TfkdC(c^?b5P!#HpG>0_CMOb_XZXb!;+A>aq ze4iyy$)bAeX{VB$pLf>2JnUv_6)`ubmioddEF~r7gkupayOecuw`E~}MC?NmRTLg5 z`C{pL^RlILVDuCmASDQw;^QzbXLMA4_lyZL$mdi>)TZVK%xH)mbyT(vk%Y$Z>ga6! zj9zgdGjG_J4FADftxgsw73`4GBE@jgQzda&^sAa6)PHSy-jvZ&VlV37Uz9;Mg6>$B z5yfO!Ax3&M6GpLFp(?jFSziz!Hm9q?6&JYn?A1D}SmcVPk2cujnLRBXM;_Zsxe?#% zCo&h&GiLRswM#>FQ~prlBt#qimtMsQ%DcyXPH-~f`j=`USNXH`I7E!4Am_ZDLj8{S zru;AJov6gdl_G_ybtU1G3WYsQX=4V^6v?eS)gHTWYN^R^In^M3-%!F|NWw2^Twjv# zPFGx}_thm-`008FcjYkz?h7ru$?k*C>HHSHnRWZ=j-D>;7L&gn9_dD@y6urhH58%1 z2rsTf#k!dt6T-}*>^X|ujj#>%$Kd-}_<|d3y&2{HODYC!-8%zLdZQ7Wej!Z>GaXo- z9ON&I{cwH0pnmwFRa~rbcOZ7AS|?hEcCDmu->oeW>cRrHFG$o-kQk<44q_zd>?H1t zT22_WngvTCgSo0sKiZv_87SjF&nlT?-%zyHfz4$h#dA+e)q~UF_kM{%wy^hsFsr8F z6CBjW5){;CXBW>UF-T;FHr518>`DVwd^Vz}`5yIn%Lf5zwr3AH3_7j4eQk@EBf?(J z=yWM0kk=tVTSziR_cs}(x=*jCApHdj#v4}pWBNA?3|e(q&J88Uw(jd1L(?1tXg*24 zaz#Ch*Ouk)*mLPANTX55o0VUsr)bvk=&lx1oZW8hio;FJp4RO*GszPZvUF`X;sLab z(>5*Gb=&aYZ_PQ*Vc#}5e+=>F?_4}uT%5YP&>}JmCj=Ay*t0;3ddGKmyY2_k9hqFt zl-#%y_0j`z=m*g{qr`*)HDujPhTpW===63Y5~T%>)SNV6YbC@-&|uHa?Q?prD)XLf z>kEHVLTH9SK>>OGYk1#ano(d>Pd*ic?{;<<^(cnVFKocF+1{wMqZF#HcDke|!k4|} zOERIagQIV}kWSk)=R4N7VHh>944B$JV{1HM|48pjBM8G@mV54PGKV8V?-P6%N9Pq(pUx^)IBJ z^fNg<1jdfyyvBRltui4#!?05?y>Qu2NinVHA^rSOa!@k>Wo|X=hu<04)!Z;uC6QXHX+#A)(a5k=i$h z@^ce8A5Vp!yoaAK_LlSZm(dVw)HM*kE4KT@SyaW%AjKq~h_4?@e@2bTSOZRe#X}D5 zhki#A{1M%7bDu^KduIy+sq?sP3+5W3mBqxI!_+RftY*8LY6WppZv9X1SnCE|#J4b< z0FBhLTgcv_9cR{iF~sGNlFB`;8m9UjCmr{i+@aq6YL4WVYR|HRhUsVC54_ve0kgpR zr8gtz;D*IW!*HJL)o3mq9f!JnTRnbvn1Dtl+gah{37s`vp{K~;TRQGE3(Z8B>Y~9)x6oO-Jr4b z!LJh<^-eWQ0@z0jJMGk&cZ3+??pM*_@1Yr~NQpGhtAjj(RVK%cJtYF>rQ0YH>LpKH z>f8&gd*0I>f#s=*iqeKLw3XZbJfgkNfiXIsaH6bwWEfM`|+3yFGS0q zVYb768~=S{WgHdu+RJX=c#{RcW|YXyOMp4k2hVq-=e9OrS;h66+uY~c;@%m$(MOFX zB#Q94)2I_GGw#;Jj9LSiYai^WIYhrIZ5QziuT|ugmgTc)Wz;BAQjqLy2eNmyz88jC zpv<+DRSk`X$)klf%zcpmWLUA_2MK&hcDx}0Cl%!_-}Soq75B2t4Fz_!6YHqqfe ztcAa)4z`dO>{zcEj8tuvr|(Sp7Pgm;m5)Ry4=FamDY>&7sG<7}EEnFXyHen!)4L^0 zs9~uQ_4dmC8TQEP&CU*CU)QoRG5Tur)3QnWjHv97m>6h(grFrkENf4=GH7w4#pRzu z;0+l@2(iaBE*9OFR;$pq%Gb%jBlQmtem*xl1$B#l-Xg0k&!2nHuZG#;%aP~gIWY}_ zrV+n<-LRYj?3ai1ON!LJ0Xc_hlN+Hb)>oGI0W?Y!@M-;76I;Y*HS*2iG{s=NlSJf+ zTjBa?FVN%Gv=&O#Z>*c2CDc6cxvnn^hT*oRz@Q}e$J@K?au|qh&0$?X#W}d{-u9aQ zWQH~6e8W}s0pdov@4{47gWfX>5>dow8GyYjb+lG3?rC3LA3oHgUE3@G~?}j%`^1p=H_2BEWjk@N6h>h- zMZs~p%1j$2ig>H}DE#sEMU?$u19LTjc(BJIKGvb*P%p78clE@)Lru2#=tNEUjSS+C z7Z1%2)E==_%N8whF5Q!>7EdaVgr1L>XKrTn-jPKv^G&#G2p+Nj^24p;qwl3>D@KNf zln5JQ{j^P`&>wOqQ}&8ZIRa0=3o{9NbE?72-dV}7h3VBoTl!W+Uef6V;aN8ZM{$Y} z?9_}i#(^W~y{WOV`Tc!U{>K;Tg>~sl@!_>cT?6y#WbcM`(>r%;VC{UVSez-c{3Kpc zvfi+3B7jIZVcI;Awr>VTjTBK>`HO5qhU;KUV&}@&NRO)6XO1E@I89kv9y{<7X&~VX zQ}a3_BO6-XTs+54ZMP}!mH;F`Mbgd`=Zw%3R~VjGFk_iZB0lke;M)wj%@LSyyrtZr zqFTAHaa@=6(?qQ7b!vw0`6C^0(nsBCF5S*Hwms~1(`3PFaO`siC_0;yR>6EjzH(`2 z&Suw2?2B$1-s8;k$?-0ir|UAApnvQHQA;(LbBrK6hGO%4^Z|_VZDRR{2UkFRcK~Y5428&Kn+l#n8=0-2Gv; zB!-*<``j{bHLdMdrE57qq?&lUSI4eE!Zo zK9&bU#-9K>s-*;7vi5stGr5%3xYb{CgMQH75brvRiLi#q)fOVx z_Yn?fDD8A{>Ly@KhH$rS5($u5S!qfDecm0HjnubXC|l|9@JbVaiLi6BcbEkIzn9oT zB?sf^0K8hj^gx{YB2|{y>)cjUX&5&81v8>f3D^?G+IUb^c?GXOe&d>?zltN-QGRnI zP*AQ&yh4%4DH!2f%%(I36E(!8&n{ zjOrsm+uxZmqLusi2DW10d(7;?<~OC)@3NJ!!i`iRvAGPJjHwg9D3JTWdREh5V+7P?;=0jO^mV~{jg6B|A^*lJHnbTcM zYs~EGU>7SrHSAmtItVZLUXugO87NddHy!V9T-n~eqYw}vWn^T;`de-T9*Xm0hoW}F z4~4j%VxgZ(c`8tzSj#K(u%6Ylf2vD5Tc#Hruvkgq$MY#DDPJT^u#Wle1k>OHQZ`_R z?NCqxs|nlMNCGqVaGKRn1Pv1!8=C6yE8(;8 zwzRbD8ypN6GBZa2V#_kf6@|;i7OE1l1xjQcutp9Zp_t&qXd)b9s$-&F(Y?46aB%gf zc3hJ%`eY7R*bCBBbmWxeX^t}l6(xV0Y4KrqvhLCEa4*LL(IFTumbzl;G&&p2lnC|a zj4`X_l7+3T*XtK3h%avSvffWay4DGyT*I=00widK%sK881t{{H2||Chno3N&E(Wb< zntMPTBFfbBz?eqB)cUWj*%8TV-_LF9ggQU5bk|s#*h4In)-(rx<`y#Z2Or35X=Wpd zBJA9j;!+t3m7@WP=$=Ut;Tdtw+jK>WG3m)luVY8G_0V1$8x^fIeKIC)&5- zrdCALO5f%fN%TIytXACZ7P_(X8tcVskz?L36g7wo8re8z zX)~9Iaxn(aGK%s-$siQqTYPO-9rC#%t}8?<06!DkK6D!lY`qEbV+q@GECh$!Go96_ zO(3XrEz&^&Nedmg*a#f6@81K(*0g^CEyA(D{lkBdFsg4dsj-uqk=k&wk}vL|7<&#& z7Z(8V;V|zjo$-x?*dMUAQ$%JsNa5jd;ePhjDm#nX``_&6wWxh(03dA`MuL{bav0~8 z>o~Hw=(bu)fV0 zGAU`1XF0AP?%g>*COpAm7Vw%m<8$iYWZp~V1LX=t{LA+6cef8<5j&U+e75A6 z5YyyL^1fx~wxY=qUQfXOfp}fC16u41l%PbAn^#EOSyHm024n0`nCw^tmU2E-jc)-w z;^CP=*3y@}gxZ#9uk>$IL4>SleLsH+`RfZHru_@>MkjuFS3-7jh@>8`B3BPxFE$EQPxpx3axAS)QZ9 zNKcVEB3oB9tE_R4_@*zNDS9G^`|U&vx1NYYPMZ(t3o@kOGJO1Ow=dx4{vGC+ag0jV z3y%Ujt>TA>;PZz_s{4M@Yf5O1nZ=joS=(=Yp$M+AZtkoI8n3=xrhO7pPqkO6W1W^eYSW$_UYu#UDol3#B5?aYiAVxYdKhiJ5BTx#^v(!yUs!Z7 zV}=6qs@q*=VcWj!e;N-^9nkq%5@y`m)9wXBTXR@kMX8~x6M8AHE7)0CL-YJpLFL)x zG@Mc`6bl4#(2pbo2%2rJj@d7okG-oqwo8E%Rsm7&{;>&oD~k&NAp03$5bzr`6CKR3 zV*dl0RnzG^tM`5l{iO=B+|1E{!p@YQYZAY;6Z+?v2p5HI)&nMKx0`0ds@zAIc6Z?? zH9*i226fT@jm{%$Q#IsKD^?AO4Cq*I$%u*`P%(-;`R+G5CM3v#sFDd&{u|qa_W`#* z;lBWQg^6G69E5lD5GWq^L?Litk?CYpyc9p($%&?@ zr|-EOksR^;Gdx;dW!74PTz#CZ&6qteFq@qIR7#QIb}F{VCvz>I*iQR9VA;dTV>kVg zp2InQtR9@~Srt@?V)}HO(Hr&dxbz@e#Ahkc9M!LjbTa+uaOK@>G(E20-9&sckx|Kl z2`EqN&aQHX>I@uoDYds!b*!^B|74sYv}t5tQw=H^!{m4{P3Q9)i$}iWI}~H|6J`gm zmYP+~8M=|uYpxWFp(P2ie*P?^zf~-Bnn7(_UU?G(b<41N(61hXw1^93eO!~Jk{ykf zh&W*Yjw+eZ+-!!IBcH?Bd0tl%gE70^lPUrQdSqbH0b26+_;k-eBb~0o*s$g(XIh*kCr^bl@asOp zKzF(3xKR)aBEh>mMk%X@5TINIv@!tN%|wq1tSmD9lXQCu@P(<_G#<`y%kNGoCZTB$ zvk{{^DYsPrpzk0Q^u5g-1!M_mG6q+{7ZH&2V7xzZbMqy(_t;AK{pfJk%g@DY%!Jc9 zGW1PbM_iMfXM#|{YjB;H{F<=UQrSn5`J}1nH-mcqL&?U=3C0Rzx_eZP_AH767}tbX zF(*}zsDa!W0{L>cD6Xe2)0hgKtPK{fA(d`@F*rFN{;Y&?_h{w>T%=EdV^3gVpnYCT=NyR_L z?!s#=4}T7@rrUz(r>hb>+~51qSA(OlVmYr$mS2C?e|C5(df)3& z!|(J68~da0pqpH2&JCTphZe`dJmwKU9qx)*ER~UhM(a>ILn(g=XE#DG zbVKn!m3)Gu1$r+w+@Nka`#$8XvXCe*_h!k#T%>>^I`AX$LrW^Y}%QC0#$q zP}R!TZXsWHU6GKc#7MVsts&c0(6dB%7K%OpMA*=@3)m?v!;yxfit7$97_^|U!;1rH zT#Q!Is}jabN70UcTz`Y5KydGb``cBuDZhY4Z@pfSdVELA9U*uV^C@_YV|k*(m5<+jY zvlU%Vfn`+V0kFH&1B@7BDz%#>zb9|twHG3s9qxR5FT4BVUb{3~7{!s-!!6RXS4| zP!Y)|H3g4pJres3)vQy03>$YRUsVI;;?;%yDKKMxk7JQNtwdzEGOYpSq*XlCEfxks zDSVvM!&Y3L&&^{-vTQmL3zJ$qEo(Y31WVE1untTV!^{|>ypfasj?B^}Qxf`8uw-?# zgB;GFR7f}PDtz1>b`?Wsz^-=7*W@JT>12eJDP(^t;={?V@oBX__+CpNNH9%%3K~LS zJmc=xGCy?fKQk3*zr??qb9ke$O$l|${`_BnnILFMb8;Nw;o(;TP@Zxk!Jm*nc@DQD z0t!U^(rq+A;~+wiN%}}%zk0y)(UHfLMU4q*xQWD}~y$U#wjqOc`CqdTQ-ItLnQ zV-E2oDQ~$q)%XawY1SIl8Zk1_GIE|?ShL7t$I|PqKs=p(7jmlefuTGF?+SFDL>3LY z3VVB7nM*2Y#jg!*HwgcoM|^0e)(+EWXil`&e6eaJIR_dNK!bwJ{~?ZENc0Mc7^hXW zTIUI8p@16KINnx5>j?>PrG7%|Li0eY4TevTuM4X=rN4`Qk7%R*f z8zI=ivUpbY)jsZ@B1pC<6M1EEpXRmCB!sidxj#B-)1HR=yZ!H_makpVt3@xr001pb zD)E7Vfg&6v_*{>UO-+6;^O}MvTJMnAZ+%Bc^Yay#4TJ@on%B9h$$xlqnj`9f=c-oIXdd4FF9w5taz3fXQ$zin2%jPjdB)e$ zx`D#R;Tzn4nh7lxcUCwEk#j<4TuCZP=g-@VjIi(_LT}yp{YcIjSrG~wrf~Zu^JNBC zorZ4sNNZgPq@^X~N16ULg$>gbAi#RD3iDq7OM@wdeUuKuhf#4HPBYPf&xoQ-diDy~AVuSkl5LrReb5`!;PuJPD|QZ8@ddU5I?!+Ry4so1vY5 zVU4NqdJ6TkLF{k{Zq%>)f-g`n!J_GF>w~!m@nhtp=XaKypMM6-_6A)WcF3$Xlr;(e z*J90{qdt)nIvW`v9moyk@H=I&z+ho@MB%FH=Q0?en#l-NBLPYa-eeihLT8U2Bg)+h zpHdV>goPFReDUNl%wJ$vqnos!|M<+mFErB+IM!IsXC1v}%v$@$TO?L<82 zT&>9nn0z`1>uGV#l&mUFdIdV-{hv{d{oWuEG=?fatvn120GYZ?A^wk@nF`A0QgSDQ zM&Y7T$nK^D0PyqS@%oC|Y(-(xoaPPs7>KfyI^+B7#Fw6WCf363MCZ3@3KY)!3)l~|h z+}6#^emqOy_T9NaCoTf)v~z3k5nX9TjlB*u1BH-?t$_`)OE@SC6xer`!3%-u7op;%1fYSkl@~$jcLW+HVOuezuvUF0UWdze^m; z`#+4mWmJ`4)IECWZVoA}NQZPcC`e06cY}1Nw17woNJ@7%99rpaN$Ku}`yBke_rCW( z?uWa_P(JW*&aP*zz2=;2?Vt6wDWkZkTIQur<2>~>Uw1~|zy5t-o8q#Z5b$+8&%Z-5O1l#` z_zIr>lpojiJAe51iaWF0Enfdc9Q{VdYd!nGKw^|Wwe4k?N4X}<35ySXAC!@6t;e9bhH+n*=~a~y6a9>j6(uAW1EF-(8gDR8^r zvS2*;iR`1gWV#&>i~-12DU98p4HRb&ZWw1UWMCJ)eCzB>|7in%<$!#b_}OQTDH(vG z!a{1@T{`b;hfY7C-aWFGvV2cu;H#*7f1{pktrJlB?N7V#5C^_S6K2RKX~?M}>_Oj4 zrYqzcMcA_YBtlgU5;oIx|0|M}!X%3)O>xgq&${Pb%c+^Bpt0+^3c!et!Q6klf^L@) zB5yy&r>%G_hrsbg@cD`yT+H4G*t(5e6bA{MW48Fw;QM^A@5t3~D>tuh#C-X=1QE}Q%=Hm-_IRcK zctQ<%KYdQ)>2liM@TSw=F#MrD;MPp4xRy-B)F7IDGYj8XqB5f1MZiVH5d~(kMSNwP z5O@6xB7~CN4AE$z z1oka@!F4zl9^H#BA1kLf^=o&;hoX5tL5LsPvW3uEH?cChC`dz|IH0B~do>h>lbWRR zvk$9pj$jzYtySc^3p&>Wk>HCad^wGSqvPx*T#<<>ia6%GlhgEHJUim0UBeHw_clF_ z_vcgy&8`O>_VJ->m&-L&*0vyOuSduJ_DofSV6)^i7ih)~VE9vB(Skv$8bp-6R$?`2H~w1%U*_EWw&Be5 zEIW93>>+tWZ+XKu6Qr&W@rwQXw*8J!DuD)uRty$L(N$KUWj_z2BmHvqvt(NWA@mW_C^l_dQwuf$r z8zKNcH5^d86KK(iY=EJKPMM1Bc4g8*mMt);dQ~#^(5czx*}!O2N2UyT?7ACu{qx?Y z3_U$J@lzHg-VgtJS0dc5-e1_A;Ls7x!7hWaKHl2$N3Rqt;Uo2GYvLjw@n<~0vVtI6 zWA^?{_0^cl`Wyu>TQz}W8C{HaCwa^U*$BfrkOS>>=u8!Ut~!`YfCRgo+`t|3zLHt= zclKo%=$n}Piq(irIz5`cG)e`GHiN6V2H}?o6bCQd)NM91dM41mjPk@QZ?S6cMd1f{ zVS$OOYLc+Qo%%J`o~RLFksy}GXaFh8HVgzdOLj-%_F+c63SK*ma~eGDBCK0!gH6WU=TLOefT2RXvMT-s`kaNE_0*;{DZ{~Fs{j6?|eD;&}~ zWN>eTEYE=5;ETe0mrl6;1#*EFUfVoL$Nnkr5-Ev~Mhd1z2SK`^LLgw>A=A4SEY+xH zan{q_QiWVy>fc(0DvuF*eBLojpVnDNVy$a$cvn3vT4a8+`G)s_KF8^>>ynF`)9?C) z-Wk#$libM&Y5gjWsrg$<7AyU$k&f^ylDn2yer$vLvv@@LicU$HA3kNSUDUyp_O`6K z=2$nOY?g3bljf}sd(ajD+u8mHd4WcLM+vA%pk_!i4(0oS`O5yjxcV$t$A>PwhBp#& z9`RLZ`7ZR)OM{jTPD`97H=CsCh$(yz>Wl0&cp%E$*A?O{)KPEx8ynVd)uX@PuX~DX z3}0}uKDc=BX=M4%p@@Q%(-ZudYHDB+n%K!MEIt5P9t)dB(i)6b2OWIZ8b2Otok-dY zaY1?O(Q7+j(+NKC+-cOCQXNqQjfjf$k@^TzT@gK&c(0o%w1evvk0Q2b{8%gJp~w4e z2#5qn8MV>MFZ5O|#%RE}gGWm{iVJCiBXl;`EW9!fz6vcM@-?pgOetbJIS2jC*=awu zw_6VD=wE!%k6c!=+z@U7LZq}dgXu-_*%i?qlyl5~_u7 z*m>q6EHhPhsx>>UFfQ^pj|QV8CnIEXxX)5Ht*De6Noz*rX_$4Ey!YR#Aw{IBu{L`z zlSk4NIHalM&)8QRFVj;8;$CoW@Gf3tqFwnLo3oAEsS!GeDm4ZB1~5=IdQ-Mk-Vth^7F6<3|57u6Ur}DbCJz_L_XH6c4kL^vis~y9 zea1sta)&{>?@F-ko={B2TaZ6P)X0z;%-v%WE*3$1^3mh-K}_$Nh)vqTL=>(1qC{J> zE~nP~zCG|jP8X%3jDtCVTRXy-fEIQeHZz@%G|k@pb(4X(I>AbCUDe+Ci2=jUti6)y zm^Wk`v^8CijRK>W{W~1T??*zlVA8DaKb2oEWE`F&@HBgim8_&0525L5&u{*|H3oSz zP7$z5E`7%fNO4ro0D}}GSxQxff+jdNtvY0vX9Co$BT#ya%}>5ZG{7tiAKCkly#DF= zakl!jyh7F6Whrgw^;ee#oxv1eg6|W}fR90gd|#`F+SS+?U@ECe5%cjuk6+o>8xbYaaTjENqQAiY;(3 z(SC~_EySa)&&-JTy#ckBw@6H&!-&f2H{9uW2U(}Lthet5G^N*h29JGsNM6n*)XymV|P6GAK z%+$M!xFWv=vD6-6z}>p}g^Oeyw|)Ng<(lKtFOo=-@X<^pQeaD7LStY|)W4$K71%4B zr|kX!(vmZtY-8|E9-{jC(^P_c^KYpRo^9QHRi!7Ul)AWz;+~43VJVstwqneE1?l_2 zdaVHE-%{6g$*N!)5SEVZ7)hSyA=4~AM32;OYp6~0G>@vfmCG#RhpKI;Z3qEf6D-~! zU#v@MOCBr}ip~Vm@^0QHzYL|+*|0}jnDuNCYb&F!F68s^l*;#H-VO@U|F{pUcbI8`Lt{9oM=+w^cACz8|mDx`3H z6=1|5Z9Mb$p(ndq_srhHW7qRrL%&Y{wBtx2@SzM1Fh(U`#7qP_olY_CsR(5SP(M_k zvJWFK4RjMvNTg?E?J>34WcUm2Ih)jl9-0(kg}wTVm=SYn-VUn1AMxzu98AGMZ=$b* zrE9yZz_+TMR!HZIWLw#U)KtUGW6bxvUK0{sZO+c)4sU6sJ zyHMo1VtFBKqkqPmu9rg=Hy*splhFmU1<{x%lB9X8kmwK*sl>1j_S=#aa1}YrW1-s$ zltZvFv}HC!P$GM~kIAXUVJEfoWo2)8LO=8Jy~d)N;_U|sG)Mo->93+Ou2D#3u8_QB zP;HF1M%%ppBd5sK4###sJ3{a6DQn-T^BK`d0ah#$MZy&pU8`*1SUR$}IwF>oxPzwc z@xfqvE%+CzjqnPxhp$2{SzX%uw8!zNulAZ#7>Z)TsF8%hfUsig(Qf6Y+e`iNPN;C< zZ-=jBaqXs!U9iU|VOg7bmbCx8Ev0PI5;JR^*H`28v8yRb$xrTHx9=SyimTVD-zTQV zagvfmEe@ak>QDdX4hNGg3*Yhs7Z(=K4$-q5MMsEntW*{RyFQ2;XHE*sI0DK%JHj;y0#xfL4I%t z0KQX`Xww>>j}x$P#cC6aK~H^S1)Hsi&YW^Yy=W#6a0Wz#cl?U2l6QR)*n)6u_Ll5} z(L(MAh~o_5h(Sgl{l#-cw{}>mRm7l>8RADX^>d6+^bmCS)^OGpXpkF*4Cz_NC42p< zsuUJ457s!!e;>w^1@4EwtPWr9lsu_TqbX@+<0Se{Q4eW3k3%j#24B$eipc|ew>C=Q zd`y;^Lq0GYlJSmR!v3_m;H#&5z1bD9gN37&OvXlgrk@_{_G1)&E0U&~pjK+X)dun{}!|4xSw8)5W?_nen0(?Zn|pFuFpS2Z=GiE(%EH;d zqyn6^A4CX69@4_-_#*l#x{A_rW*g7g(mL5peEvhJe{tT!T1X)T_{SG{f+P{gaKU=U z@^olQW#>6?d#$rSlLHT=gr^tHCA#cnCRYI23k)L*ud;J3+@DU6V(;wFOP|tWJYz5Z zxcS#(Z%qzcG2ME3?+^2IoX?gSpkwnPA%Nk`VuIwAqKQYpyC8C;k4BIG7h^u z6CHEBZ-?~r18ngCZdNi7zH|y$U{e!)VWfk+ujIQD;f`zm|P^4m=0^3#ky zkay>4g=BR9r2q@oA08y=zAETz_(<|7xRaOl0}7car;sLk$c~@jr2Fi>rNnR&9h6QE z_K&xlR9}Dri5KuHxiPG=Ow!1}1yte<86KqBHDr~_GA`fJrQhGQ8=dJsXe|M%I>#?@ zxb0+LfDykEMQp?U>OOy=aetJw5b7Wd9oCM$W{D_T`Nu@rMp*@wTb#}Skp}_sao(Yx z&!HD6W4=0ZZ1vak2h>I_EYz!vD`YG#dSq%*9a=k!A>OeypVET%71 z!|d&~FjJ3Oe3s>|GYkDPXyC1K4-nM*h#1v{YR9zAZPVi2pC-+dCl~NGY#d&p<6tEI z%4mMA<0rG%@IH-%$Iv1V+Nt=>5GjytrcE$+<~z9|rmB!!&n7{KcPQ2NJR?CYU={63 z=M#u^Q7~R-z?Gge2-(gkQxnaA?=MNb0p-}+ST7BfiYrsWqc`w@mc`tQ2uUp1ui~X< zE2_u^^gW3c4E;Hi*8296jMs6&0!34z$Ag+r9|iSG5h^1S7ZD=&{n!|%H9rmn5Hh5U z8QAv}ZQLZA@}cL;S<{$Op`O9?J&u6|;rwe4wrB#)lQ4*R1z7MhOignH!bjG%HD32d zlV;RBhDm4BFX=JuH+?RgX*NWLAAdPrpV1Z9s82E82n{xKi*X1=f$qmKUuBP?BJaHs zyg4%kfs%F+v6-&1%+dA_Z`c^;`zu~Y#tC2ndrZccQ>22wN71E*&0Ts@ad=mj*N1pZ zyr7`SUh2dV56H1-v;Jw*LGB|uq!!eF>usa?AuziOY*9hS27BD_21DgOHZ%kJ9Z$h zei{Gs+?2bD7C%a-9qIVXgA=}P8#b>Q_wijiU?9fh2Ar~vB2{d<5k^5P-AGS(W`E2; zWle6Cq*q39W$@pz88G*+GyD(vcdn7`i_j_xXYorHNH>d&Z)wLw!3iQEQwSaYk@3t~ zgbjZjf@>|E>fwF`7{RRAgmkrHzhbO2*vr0cu#AtT&tcegZHP@f%l0m~Xped?K!(tSPE1wa{(>i<`4J~KpxsPfd~74~INzx*hK#2M4{G^j zjRDK}4B6hZ8nw)g=fAs6azV~oTlrYNX7DSay^kYQ;x5AVPg?Djm41Ve1MGh|Zop&C z6-HRzgL@wRte=GdH3^;HZZ5dAz+1W4i`Klnw{GKMPX-wry7c&}XfXHsvZ#thxn0b7%^L2bA zU4qUZq0t#}>sUnJWoQjrDXPyz!AF0cH%oj#ZmB^}4)N7VIg3RIGs#x(;%OsnDmtT@ zbUWnX9Oad{@7OHqe|S3C-1s+xU;pSZ?oHuD zOu|OR=Kv8>4&`dL{({dG+E0Nk(H0<$YWu;qu|K7$OKGs|#;dgbv=BUWoyngp&76zM zB}mATb<<5D*W9a7Y^#it2!WS*Sje$E13iCVcC66{q|vk@q>7Mffw+GLHOO4jQk+w5 zjd{XTu*C?iuGBx#wXq#c+Nr{us~sb>OKr1IMeQ)ycJ#`76rbsQS?89h&Nf_mri9{_ zgfVjrv+r~x$MwuV>y7DBJNgBFSV-{65CtqDLr}TBUKo9_b%?{W=lVURb@pE6cBjqP zCmv}Ob8j~rM|s{+{iyS7DyvV=Lfimps5e4C8waEm)cbW$98SAqk9q`Y_*H}Kpv$!_ zU^?2lwFSUMq!o1wG8>yPP!k5k1Of4m&NG0lOqM>f&O=mJUUhlqAA74jZv>nY=%hB| zSw4?zi)3;F#d)AjmLi8gI4+D1%p^CxzSu>eemx@)y1b<_E%16xKPftx+H`W}`I&Cu@FgjU5?lYJPw|k5)Z1r=WT|vFgrOUI zxCp>fVaY3^0~W@@-S(HV(lMbnZLFdj0B&%UDexEIz1v0CL@u2nt7yr;KlZM7bbhJ9 zlznIEf3b;PlinQtoyT0%@=*THp91=a%KS#CuYn&gRH8ew1JT{J%aEW{M_W_kbO#3r zQd60n@dr+(nlOF;lP0Ha!RzPlaSB4gcN}HdFLQ{XD`U5a|Iq^YAPwHr$AKs}T)b

lr zjtp}Du@_dqrwwY`!osrGQGtj&oA>i}z`7u1p2D_M9EjZoHZhB|e82UJ{y}4eDp8QB z={hXJ%?9)ONnCSZ&O`NpyJ`95ayh1+#PC7fF|mk(2{t*avyzg@Gy8wWuGrK-xLx?&O2;Xu50eK8c>GyyoF>n zRp2b#mbeL_|A>ic)+x5eTZmHqE?M2z%&}JNI7BLsSm{eO`?h2xX+B%EM`&E?_4=j7 z&0E!g@u)SNbYm+c&&|>Pf-H`v`_@-1NIJ6;A{5T3e*+i#P zvFfOd*5l>R#@Z-f2svx*I3J7FOWPG?Q-VguHoV#>@**s!P!F|G=Uim|SWSEA z5mU5gAwNVpWai**iqm%2&5(KOabIa@@{pdHwR-&*b${IdTh;qP)>IHzNw3x$cYe=+ zR0RBGmXv($rj@3bEA*r4)l>p->1Tf`gIp%wd}W1agRTj&uOm~*L|NyFno9ojJI0xv zYl0U5lyF^L^3#s+a57(YIABk+ce*HU1>E7}5AmHMZwM!zR3gx8T}@O24om&{JrzPh zynl@0qXs=OO$wj&6T-%HhffZxIcuM4@u`fB=(j+H^lMnMBS z(&{rh^5VC%gsTg9(g#Y(BAzn`ckmsi&;}<0p zy|6r2Yag6gvmgGv%!PS{U`)xXi#F#>=}^XmcZSw0#z*=Z^l$#DRGQGXCR3TOhkY1V zEN&RBVtfPTl2~3ZHB=%DF`8#9B^#ug_KImZOsO4~d}l+0q5t@)3MYtoL6&bo7Yjbn ze6@oK2pPzgRXFU*zQv_P(;r+1ne*k1+S3M!LG~`F+bgg^qw|Y`+fI=^jLg@Yn;4o# zmk&&D1sKwOC|-MukUpxJJ%Uq*D1<{rxRL)R+IDZMR8Rl@U(A7{)xk4x9%(p+fOBvA z@J#y{lQHb8moRflG+CYW?x|TAuNY2#bwpP$djY4YM!3sz*N#+62_Dv$bHDhmj%SNb zUSVb^CF3w7?=j#mXh0S;ttikr&fM4G9{G7JDTF@L7XJ7lkp0;CJbQ`ICi3f#fbVmV z!VzjXlMYBm9aX@5pZ>snYfRtZ*}PqbPwR6HXOcn{64A420&g;o_Sn#oXr8q=#dguF zi`nLo8jiEol6m)98W7#%GAT&EFiUVzyy!;`-|X?nbUIk*l#7+?(&r2}*ed$4aWh?d+{ zrRJthl{4nVlD3_^W%c=J5%fng!sQ5Aq|-R)QNKidQ-`T3bYq2KNbhsaM~0v1=Sk|g z@dOVWVnW|1B5OCJW>z-t`V#cUDpV*rb>6W}pSHwzWq3zInj+$jS$-334O46DE;&bx zTm|FLmXx`u8h$XseT&KF&Yglh7S!q$kihtQRryawE8t=D7g|4QORF4coD@f&T>mDU zb3eyCNRAicb*-SmPMheR3^c{k?90BGC_a|yuSu|6_fMQH?z0JAH~4HnrClR8e7QDx zu+HA@z_fdd?&-0*12Ut%Pl1|t3loxf5DCb{#Khq7pg!9o5$tl2k$GYwmtm{GnIYcD z#T2EQ(Kcrj`t&DYqYMeQgGvO50AqMy?GFniQV-o%i-0pbz3~i5Ny+0sUm)nEh&ilkx)G9;(2sj`U%haD@ZJoE9(6UUHQSL`;s2|9VwHk%B z@MW2ba@zXgqmL{pzmERXzNpXPS5jM{e&bZj7Pw{RrE_sPfq|tm+2bV9KDUW!3V>0F z)g&0gvV|(hq!1e0UZb*a2fjlzsd&i%*r&($Sli`p5vJzw& zB#Mx>_nRW%LU)f3DMa=)jt9#R{?a%6oE+zktT~sb|5K5%zdW2?iM$HQczh5U+aHnt zoEXw@Qx>4M=hpX;f0{5!rdb12C%yo=YaH`<*`XApSSdd+(DidaJYYsze~2R|+u$^w zUV^upXp^855ul3$=@V4J#@(ifTU0HVi)ik*5(1wa;Z2>^&*$eKc?bs1x=Mb#(pPO?pm#oWYh;g!Dmicokk6skYV2 z=YSnuUgARuLPZ*SGaFkp$}2e=-fcPELER=$a2r^Q2bTx8jHbZydyFF^Wy!#CxAx~r z+zHoJ!H5}!JO^@G8Ya@(iUlu=5k|7(0%w0w8 z)H3zV<0AO0w~qi6^3kwxxX5nAqufp)<9@0pTB0Qq#xoB%t8>fNmV@Z_=X|&kD^+gD z;_-M$v;qo31C8z#45!S1zOvUjo=%hVO~@UtxKvJ8kV+4Hbvd%{+gn<3IK@@^w8wef zN`knzXGVgjIX7&fty=12%nsR<&Mby7Wv~6(m};sMjRSu0Bkcl#aky5SJVtiZYLP(7 zH;ZMwWU#9y{V3s)6q23eWV;fKd-H@|0Ot-`gG*>rDm#jNjejgE6L zlFj~ATy-WFpBOK7zeVxu@FTQxZ3%}{c*=u|x|T4dsw?*(QcQv!PN_fEPEcLQQffY->n$T6{>^N9Lcrs3m&!* zknmj8u8^lT3?Q-C3=DI^Xx8rupBp%tEE**-s?=z^04kK})abGV6&6$PoMFq~DJyR; z=upBG`eMd=N=viwUj6 zI3EIAJ|FQUa}w!vJ?mR$55=NAdX+|k!$SD%M-oV_mghd()bYfoAopAI2N@xI?fLKcb9v73`<1_T-hFLY^Z8$3@7g|L>9t=3WTgXDdVyk_ zX~iCh)ti#6Uwt+QwcJ}<8yx8?ud;&b(16GzN}+ct{p*aIv&&EC7ALNepEZ6!G&-Nl z4WG0vm#je1(J1Ff*8hC{N-i@ZpirjEHPO`GpDEYxVI8T@Hr1hRlIrIPqRnO_2DOd- z30^4I$KVrYp$RJX2Owe#O+46N0|RpJmZ4{PW!ZiC)exva`7DK={UKOF&wYgMP6^9UvNTq=r{o! z5TnIAKE<36c(d_oV*>)K`PdTrYmY;o5Kj{5yjn&*M}Yt;#WSgziGM?(+8(V)OM2qh zFair=G5;dAcU?l24j$V!K5UG({G$uQ^uG9yQ>AXMe>;ZL8Tt(*FI56H_a8FTt@^Z&%7+o za0fzd;~$Srp>`G(>yZ{=z+n?sJ5M{S$5| za0ge_U^WDq=f#i$C}ex)rvZy3r~77!E@lqvTg+=XoxMt&4p4krE6GCQR^}xS>+08m z6*OU?&r#R5D=8)ycu~T$uRbEWVvRK_-=)@n`jz|ir)wFSR>*mOtj{JXDe>DT@Xe$X zWp=z($+hX*ukSe3va6)T>FGX8dDbT6N1g^u-->3wYp_z%I>OY68}#keN-XKCOAy_V zW6i0O!rUg$ev_J+Nmj&hVh+tdj4x||1$Ia9@i|rDG?LY4OUoFnEXk7}am=%4DhMQa znjPSBeabfo^!F|8d2{KB-X(e^qD2=47Qg%Ed)g{yBbaCFsFQbpmIs*W-KmzajNUTe ztP)e?@ATe zT|sAb6-fSBv-X&=94St<@*H$3lx(w(z1>iJ_l@~Zd?HkbD**qMxy!3GI2Pi$Sc(nxVtf$)N-d-|!>!toQSGCDbR5jggW zO0MBu-GUF~T}4uE9pk^2p#TqO%S$f*%bOGF!5_9=e}BiV>1|m&SZ8!pyMO-Gmy+=W z+N@vh5SxiYY9VoLj|d?>eDy7@^@U<-zhY#9?drIPUA*>dMel%Uxg_dn#eo3{GqY*z z!R_8_YiF&ohiV3!XxZ(p+9HjI^+)#OLETGSDpWbIu$3q^Ddy+=9yy{JfX z0eBd>C(q!kK%nZ!151oMk3p^t(4l&oGc5M+z1Od^n=K=w$y26BBns2OM&Yf8}|i^;@W>iYAJ3SQtbV4~akn z{Kl>n?KxO#rR_ZpH6hTK0M+2)#GB2`)@h`S^Fe@y!;`hBVA83n6W8*m zu$QD9#V>wp*wpknJMu#K(Rh6~`;$Wduklc?5%2n!@(knD!-l6hchjdlIhvVVG(zKP zfxTk&c>^Z^&2~DRa@Wx)m#f?FLIWcre^_IVQ&09>K((L`x%*g26@cIC{%||e9&E7e zU;gyN$DW8%l4EJvzH6Ov+IYbT;$oulixw2*@l?49SW*-Xj1)PFt~%zdi}ic^kZ?K} z0$Yw~iwndH5!LKMTmkvLlVhy<%x*W~mp%Mi52C@lh$ZjZLK)0W+A*51vTV8(E18vo z06VAGR0+0$I`qOfW{VBU0OE_CD|eJgxFGb4edO&fDT9zoxCc9HL z-v4yOKC^0|$_4@3s%e&hEp96>4m!7dAeN-ZFC^08G}5CO2Bu3oD(6Z5CgUgLBgj}= zi3gfK%EKp?Y6Zmz-&ZU@czKmAj@|<*1)~W1jx`f#uYtxdG}9cLl$11DYd)M7JhKqV zn8ZTO=mj7pfxqMOyIX{J7)S4SqkSXp?eF2CKKA#tCX@aTJfralN7L>Xk4)|d3WRkIM9DaTrU4;UwC3+bJ$G+s|v)B+uh z=MG%oN762OEa-qlT@L!bIvU&r6>7iQP}e1L;QG^H#-5e&J6lp2h!ul6uLeYXLewdELj}TmfQ9ihxGe{aMtF&ulGQmPt4Uk`H}a zqZ}c;dUOxdXEF=Y_c31#qLn`08 zotbAU++XTn!O|5cqEFx{Hc*+|!RWJaeEth!#XEzuFZ>2CH9{Wef#+!KaXGIJj!i7g zJKo+0-+I#6J!d%im=^Yt>`l(l$IK(XI;uJgCu8QC*pZB~@A{fV$Z0+EZ~x_1hlPQt zOm?rZ?JXQ32aR8M4YOlf@6_&%6s@~YHigQ&{{&1dUqyeP{6NrV^z&ESAGz`(@n^4h2KW8l4cEvfUG_FUXVU(ptI%YiZ% zT#Z^&t~SL{6Gug@b96|)OaGr*f-OFx=mT*up}}=;?ii_P-2VXS*TCV9K@095w*)w~ z8ji(9l%t(@*u96qV`%2fq<%8*|K}i2B7{D{PgVX!Ofkyz9C7rs(kB43`NZaKf^7b; zKnAc&c79%+OO_(epEDLhyZv9Yn2m)sKKx)UeJHTr6t$O07}!g|UuJiF z19AdV0e-H>E9z7EnRen@1`k0OwKxx-)#EYWeI?axuZ*77=Of`t)ZixWeBDYUeaN7|7F1=%Mh+A7{GPzMGQ+X`G5|3*TXZQY09PgYNA~HHL6;%-$6{5~tclY~ zlzB$z#-lBr;?G#A0AljV8Y;a(rta`7JqXGlYl$wTSs`o2e%tD=UKJR&fgLu`vH8Y{ zmK&o26yDe|c6!Q7-CFnc3x*mLnDUyH)KngW@Hsby{}l9I)kNj3`halIhJ~x|kcKIj zL7QSe0_)>SZOu$JZHHGHkkry2<>HpV82|yJu9Qw7T(9W)$h=AnX~6fC8sV4UlcYS_DFd8BkJuzB1wV zs3`zgFp;>aA+!Z*Crx6wVtegsj^c@z*euWusyP@~5a2E2C4 z+Gnz8ZCXabH5wuC{^-LJyenQbbLtmjnbKeX!MB-o6)$JWN7dC2gl9MRasbJ>l_bSw zKaWITVL^~wWj5VReWz_L7}#~EAbs3$j#Pj5bdx=l@PtF ze8fLa5yEZlt&Jw{OzwEsUpkIdZsJaaTTK?A+ElwlZ2`a?Qi?*ioir!ObIOZ(2G;$R zXB1knHF=-g=F7{w?sm_~l4%6r`e$nafzqbA^^1UZ*uS+7<^&aH=ow9I@=tD;bqhRL zRW>dkJ-#qJ$)%CztOfZ)BM*{x17(w@LNqP`XQ@s#@M><`NFg~$I@u`z^80wt(KseU z>F#*%D@3Sohmj=6A$zPWdr~82=Y`|R5H6!mt$>7zX*iwA$0^KxZhI+@cf^j0-TIX~ ziZU^YX3+Oda?GQ(_0tFkAS3Ha5&1KYh~z4gGsQHaf)yvCzJE?1Ac;l_B)&XL!8;f7 z3mdKkL0c&=91<)n)3(^qxTS(yvnkZZ!=>5tTh9#!I{u31_NFnoLQHBX+Mwg9FoON$@^`YtqV*sf;{(w^5_b`geIi(i%;HN@ zFxWhL{_Gf%Yrj0h``g`4dCLRWRi9*Qa!x(@u8EZzwIVs8q1bfmPdiL*1YC2*j(+L0 z<$~pB(G^#;-&eB$EC{e)W@xJ8gzuDZbY!FU_DE@8ioLr&YG5w15-& z_#Z96KRi)yt{vmFMw*-+gN}Zn+uM2lPmx{0J$&-`;P}UNKSjL;^cPR%-ELpd-A=BH z;q1^r0Hzq5AhZ#3OEmnCM%3+(^u?Oyt-RjjOn6qba$(+HLwBwu=NlB5zZ)B`oDaTp zn6F-3uJz}3FNH=Ifi0dT5+O@fEzY*x@XaM|3f)!V=u67p`EB1Cytz)VhxlOE`!FB9 zE%5uNxUmWfw~fs|JiEMXPWB>L3sDQmV7t-&o#|WI(RawKyO_FSKQ5{1&k#WLeFhu- zClK?b%A?}HZFBEUmkT*{wtisVcU03GrbZ$Meb#_|T4B_>a3gTd$NyemLuA%R-qP#* zk5?d}mDUBxDnsenTosL?Tgh$7M9xHt6n7}Ezn4!& z#h96$s~l1vnaI7Xube>Pih;@zWSQ?~vOXpNs?WhYnr;1L&!`l0(9hMfz)m|F8b5O~ zwp8qZjFU1>l6%y)Nw%j&yrnpv-jNS^<8$Yvak8iAiFjUev8BRwG?sYj*~sDATHR)q zt8A6#euR()QX$tQDf!g-Yy}yXBb6`D{^?S?NZ~BzVEMLt3gtQ^j85H|njOLA`xhHc zC@=ued;d4O(&C{8?#MeA>x+CRR#meRV$EMb$pMtrqR`Oo6-dg-kGj2c72rRKU_t)y z2BV-_zo$F}DZPv?PXSUDtzbAx#vE8?S6e+EzMU|ER@{j zPoA&E11&1kT^1`_>52_B5PdEI+Ry)C!223Sy-fUAoGxiR<)n%ejk2T7Qu81Xb9oByvi>btT zfhTvrDJ{tT(}?&OUuCxC5;pMB?0VmE9Ie!5jWGOe5H{HGQeQQe5#H0Z6X?wN>dqsGRH`g5;W9!pHLm+uh||8Zj>Jt7GlM1ixTLm&PKG$<}qqaQ*$i zVeqnqVkAP@aR1*)W<+H^Z$K6^X;zKoV{R%su@8#!?@g8-y)gXL!+ZpHt0UZ}ABY6N zXXFTW!#LO>2ATVL?>frMUC?w60h93WEcn)b5@9qXdr8gxM-3&+dy*Q<^N))j`6sgy zd`Hf1t8dtRnO3HHe%YlEd9x&O_ z@y!u~#5Ib)S0jK>YT;r}zVja3x(pe}^`=!}u)!+1gxb`9f#Gjj4ZAG)#_q~5JixhL zZhwi@IB%DFYy97Y;QuKo3rM8%J7A0BLSwWWn>uPT6$DgJ9fcz`y3BZXJeEwp4qM5> zchl{N_W@axqd=kWmOJWhO{P>4?%B)4lk4dZ0jkU=8c!E)`z9k^oQ;;>>Hh1~BVWZunHryD4jZh7*Yo}S`1T@HS)KKAtbv@tGaVyd`v=9%X}8yk;EhXGCM<-I9_{3SdBAYup>>ABHDf;8ndZw^xWX1|p_sq`;ve5sR~;`O z-q?en>_wF0BTw+`lj91;4?yPA`XKiL7WCBrCK8rr(ScI{hA3NKLK43xt#-ih9AO#8 z&)-^zo0`b~TeXJq!s(02$IVwS9ErU<@X_* zzrGQG22vrR0(Q+9c(m_95Wfy=oL9a75e9~Zm1{{$eFEbS)U}&Hw|erQEaz1Yslu zofDxywJEBFwQ9~DQ_Q@yPb)nuVGE~ovR_eH6W(m! zLq94psZAbul3ML3Y5{c(?b33w)$vve>;oUGhq&DYD(EPxnL<~cbIT~qFIZZXFhq$A z+Qz(~Ye^y|{BZ9yn973%j0~DgF`n^%Py+PHRUe?(zXP%N#c%S?5Da7#I}}qK_1dGZ zGu9jHyUCTtE`W?$C1Lap4}lOpes~ENfw;O9Zt*vEQw4tu&dR5n<@zv$gnZGlF^l?j zi^upKaoDzTXg}A6C^AB^UmZfRPoL%!Gz1QbD;rk0FNb?V8)&ahgGMvoXTO#29TE=3n0ZN}@je z{|nJu*wq>L|D}f>98)4=zv25X?aOtbZ;iDZIyc9iEX9Udh(ZOThWe-;YlX|PjQ!uH zMnutVY@(_?2^kXlDy+tID>&a={D2N1CZ{hN0nUOfN+8sc1qfeWx@u!D199W%X?{Wy z9rbmyEQKI+8blm}HD@ELOfKTSdAY2PFRBv5_C7~>zGuNPNb>ad-EX0nzets2i)rvOKsImS@_Xo#Z6&C9UBG|3vK=m|!2ffn1;s0-_(+mNa zukLI}*tQEv?gu!5y9nU=63)`TE|JAR+~u3EljkNEa8S`N?G1TRTI>V&{!(ZahDZ;$ z)ODF{M|zUozam^?N;v-yoJj=S%{a!kbDtbWz5~J8?-`Tvb))Ahtxj)z?mpoUMg_-2vS{w{J8Ron<%8A|{ z5l{H*%+9k`-%k3GY;myygSADQ)iic*3*XG!FiOVdTs?%`LG_iv zpDj}Rg3mpQ`Q}IwdU3@&J5TSGBN2iNeB5mWmv==bYKN}Y)tAonW?{(yvV ztFfG0*G6rBaXzLOYi*hyIkXA(9O1e_ZVH`N8|E63?w>|J<&&J?G9Oy`6>Z{P(H1_eTrA8#NW(<902D}3zIVzG?4ag z4zYRYXZGN_&oHG01=04;l0aPmZVqIdF z0q2-D3c&`xzRv9WN0mLl!ha*SqSm}8l%ljrUeqUb?39S9XILD;I6vFW?|7u{gtJN2 zY~;}g2D<0N_BKlEAF%#sy@Z}qJqsREH#((fP%B6nu&<~5sc7Sp1Xp6~G?w@s1AHa6 zZ}lkG^lVW5*j!J~JF)Ngxcddl;ZAoOR3ykj_FN4|9lgV6;Ku_UT0Ui&Su4MEeQt{f zAe?pXuJD9={F$$#_zeqRn`sxs!5ITHhzFO}+t;VQdI}auMlSsgJKc>&L=L*l^{P2V z9xMTQc+ZsvU8iZdU~6sa04pR;!VI#~iYJw1sICFc(T#!Bc|cZGhCvm)JEUGBX;USQ zcrhVi2Ryc)J0jqy%fHk3SymaF`%ZH<0x1O`vr$rpvP+>TDJs0FTY5PXoI4^< zxfpKn0IZa22AUxQ=LAEu4EeG=yN;gB4DDBiYtG?S%6IEhlHLFCcC63pjU7g{>}yRr zsKMhlLxHR73ZOY3*lHW$>sA_bQ!39Cuxij#Idz9~6oMWud>gJEYJfyqnpveb4}Pon z5LqA`c<>vAJVq2HQ37;XV9DYS04%vX@8J>XD(P?@+(YD4HCq#Ly=7+utlWg`yn-8e zL-~*ueyXOBgQw150Fowj&#s~DLlb}0!A*D)c1#y?33|oBl%|24U$V^AxWVtxDd3!+ zF-+6&)S}9N3!FTJs%$1Re!g($%*@f;q;v>>xI?;TS{Kad2tTA$zGkb@Sw;M1yy>~! zm!ZB0m<_I>22d&Npeq2*I&@pQE3MfuUQ0*B?=k?u7q;A0S~Ec|cCL|#eG*fHFikh! z*IKEvM+UkO^9W#bU6d?a4+iz;T*tFxj(Le}8DvB%PPGu%%Fdyzap7AkFfG_PrjJ7| zA$N+!_{!JWul?EFsGYhW4L)$KG+@C%`1)^yh<2>LJLEB9b`RGo-pY`nl=AW z>NFI6^H^S5bb@T<5Tz}ki1zM+n>c}!+}=8vRfz81+f{_0EtB&Tx{>%#tsGO-NMsK# zpvgdMJrldOjVM~p+AI44?tQ@e5cB78Vel_ERsK3eXTu)vAQNv}0T!u)ou4YG%XNu( z$ae#@IA0kUq%B~RxZc{I5^y2oZt}oF+oNl-snH_18Wpq^Gj3w3Utm-~26E=#h6w<> zYcH#*pt)K&F>IS5-fP~nqIJ=_j9e!6ktB(EAWTTC@(yU=Z4J~H*r6~ORK7he7b$yX z4SJ}Dxz}tZ>?JE*@HM(rp(glS{0fb8$$?L}5Pcoms~`U^MM$Qyqt#;b^utg`n6^M# zF_Ek73e_glBLMTK`81*J)M26#blhxXUQhn?fnuOR%;OyHxjh`2q^cBoXU~)gP%mQ8 zmGMLfKZh^g5;%m+XK#g2&o_NQ4d;A+#gPU@*~d3HpRnZA@@_mKq}%@OpcJW2VZ)~S zb)QCLO2x*Hfp`Qfz5`!&61spSt-(_DTfF{(F}(WTP>??PnJ2ct!XjJ8D5~ zx0%K{Cf);MT>^Uz>y>zSTZ6esXiE6`N&0BpUH`4|y(6=!t~+C`XY&>=b#1x`031@) za$nY8JhE2B$@ETPh+*CegLM7Gt~yCUIQjj!nZF43=Dys<&B2E@P?yhKZbr50yZ|=c zC#pJY5Zj;RyCc{8pYbY89Ca*WM&CB%VANS^n` z2sW=`bl2Bpqm|+AILxxf;h*of0An_z(fY49jW+{euTd-0H-st!w2;}BHJNLMk>{S2 zIx+I+-&PrUq&Xqo11b*q)w(nM@crZ=KV>PA@95{3Scm?DKaISg38{#OLHBM^7X zxeIW#K>H1oH+ktb=KH~cDlEA9}d1DXMoRRb$8gBXyw^LeJs0Md;B2Etbdb0TJI zqh?ylCl!?OEAT(KzCj?*jWcD=8qUnJfS|>mQ~}&#iXFxfVfe$oGWcC=?RglLNuWN< z6u$JUm-hAyH7HPn#mzfQbY~3!fOv~a@}0|y2BXL`#ns*DH{Pv4ker&}~Sm!d6(;ZC@%1xkjw+R$q# z_Pt00YDl2m(lM{-XVR%6PWh2QorI zC;w@7mS~Y|4>%G#)qF$2-#*EU<{FWVCV^qZjnXlK>`@GZCc@083Mtw@dRCSNN^xlE z(ao~Pq+fG#nC14IX*Z%@|5;o>FpMtSV0DWdLJWP4aB=JpOcfTEe#u%#znZ-!d^smt z8*`&9JHYP>hR<@a$-lfa5#{k;i8BpdD}nep$cHlr9F*ZeEMkg?O%eCO#XMTiYLzj-{*B+L#Q%*1&y&~vp>dUn6loa*? zD7>54lTF(nB4K8de4AoNkD`paWqQ?Lu!*tznp{dVd=)fLhD3wNxyaPv8w)C=pb*^z z@&3Z2E`7aGVwWvofKF1F){F`STa=f!z!H^ zc^Bh3d20?gafR0p|J~n6-W*g#|4|G|RCMtH&I%a@6Vlkfs|U#LJ<*Q!<~b3svEw24 zZ$r1_wnx{xF~-WdfleYY`**F~nc0-svNl-ho{!ht;e_Em({o4J{|@U_4`R|SINBrx z7Dco7oK?f6DzyW3x8eO^;EAhAc%k}dJeexrT!Ggdl=ji0&6RJbFveMvVJqeTdR)w5 zdc0#;UNS4Kr|+Ir+*NOGG=Vz$rjCS*(e{EWbWyQMtJFP_dz)69zTVwSRhZn8EAT}$ zv(cv3JSmK}`uD>*nG%_cia)ycWu|aO!{~*&?Xu5ZJzyYl+L6n``ct;zmI%lz zKqbppa8tM82b2(D@~9DP<#zA;sCRj^6sg|L&{B2k0>Yd|9K^rA9it#uVA=FxGr27Z zRnY%WcXoK+$~#%}k>PJ&cQN*yfl*tx$>L%zK4v>i&TWzKti}m+HLb@hVIR-}+MfV3_`7IB$7+_H5X&-6k2$WM^4@oVHF^}|T2g_2WYf_J$Y4JImtb7fwu`+E;% z?>j?ZF-P}0PYHG`V*3_cS zbVgW-gQ$zR6kEnGb^u^Ex#nqoF3eB~vfZtuprY|oOd@!*#hAI|G*ezW7<8>TO*}w) zk)g3V?ZTHsTIa55Z%33?8%&k!W&P&`C5WnMdqF%gmp5m#)jQR6c)3Ym--`M=JZb=b z2eghI$lP5kt~N%;*mBqfGPl|9OJzb?n8mI-{9S|6V$Lb9jS?V~gVo2dFB?BV8$_`F z=wVo5kGNvn2j_1Q6L3_Pcr4NnTb?$0Q%S8utE#cdaHTDgw_Vh~8!}-Y@u+(-*>0KZ z7Q*$Fq-%;9mql?6!LFuHD=Uou?+U@0=%2QM9;t$K5M?0RWv;AzM#2AWeeZ3ljDXly3EehtJH745L+-n+my z777#(p08cFkBVpr(XOi`aF*&U)8tQIAe@xGpu%Y!pJRS#w0pT@o$R<71FmC#Iz+Ia zi9%wb^*WygFF-W`IlyldN!`G@%% zXTe?lIIr0UOsMWSwxiZzVHf0h%WPplUVC;q<pN5K0Xc#1 zMfukse^Kl2$so!3S@$F6stHXU9l0useKY-!sIGR^V*GLg7S5(Xz))ES+%Ty`!1V33 z9X6BM!JjjUqd8q4P=2|2!XqYokKcCI|#ih5oh<^8+Pbq`b>(b2J-Rs>1}3v!(D zN7_ib_69IIgv{$+0a8Dpy6_I_M}*HQdW6@M#yw1G*p0uRuJ~L#b^tiwIr+4!ZRq&$ ztuT7uC;QT&$6n6QwkaPq&cuhr1(*EYJW`t%VUY15$PJ-W_%}P-Zjw$aDeF!@Uf?^G zg{gxfQcw+EqRW9K14XuHcLU&3)OV}^bk2HO8kWBH1qVvr?dF*+?!bzs>a>WYHSE*+ zfPD`xYL)x!5QpCUe0WRh3?f%Mu-=zrIkGRA)M>BUs@|Tzq)!9*l{(V6tmHwkG+33+ zjQRJyjbySL5J_=rwhp7i0 zQNBb?17b~awC<0o6i46-TEiSSX0P=o*P6u-!v5YyweJ(hjWc6O7Wrw3ZoMw`l~z^k zY0sxzz!!m&Z>t@W`atc#o9XcOS;eHB<-Up2ayw8b(e*1zW&?;k!b8aB~_$CkwIBysR#O2GVNlLOWYe9TGTbs0aOw3y-Qytq&! z2z;>?JWvlbX+@hXU}LGH>2Z~lReiFR07s6KS7-PxJq!0cu1_inIqi;aDSWLO>r3mA zQ1z?I1nKvCVIU-G)Uuhn=NrttV!@?KXI0&&j$JDB@%&z(P2YI3{RQh8d7S&O4N7Hz zc9t0Db_E%oqln)igV|b&*U!2GEHtRVK6?#3Upb_s9PVS7ibjX0{$6KxxS8=S=DZN* zpqo5HsIk?&HvVK|)poH)FLfW^y1(NPhGz;sT^4x8;Ouzg!R~bl zrGf$Kd{jVrF3(h`*#Ey~`0;li7J%(v2|IWyrEKK}{9lwc!#CPd7dgh)i0_CB2y||G zec`OX?X!4pbu!LLB3trmh_XX_B`JxzV731bkhAYCST4?& zZ!RuAkBXCWtT!8`vMx!F7IaCosUzbI)VV$@DqtAFfia?bc8(6ki#IXm&Ie9!W>n)n z4|O2hhKP<3?C6zi$DboPzBf*d@#{0@(quSLfwWyH-c2=nRG-hEFfVL$RV(Q9$tOBt z^ibHK&WSHLvl?}Zkch23I0TUz60d1d>9vd!3X4wDmp0s=yXXF)r){iNt?B&ye*opv BiTnTn literal 0 HcmV?d00001 diff --git a/NLP通用框架BERT项目实战/第二章——BERT源码解读与应用实例/assets/1610378235115.png b/NLP通用框架BERT项目实战/第二章——BERT源码解读与应用实例/assets/1610378235115.png new file mode 100644 index 0000000000000000000000000000000000000000..7008e5eef977ea316dedb13ae3f6a2f65f7d08f2 GIT binary patch literal 53930 zcmb6BWmKF^(*}wT?k>UI-Q6KTfZ!pxYjAgWhv328HMlzjcL@%`WpI~0k>@?<$M<9J zUc*{5w{&+^SC?E>O}L`G6cRihJOBVd`XDW#3;;l40svrHu+X3@6o|^f000T#gM_H6 zTgJ(nyOZi-Ci5eZ2`+aAvP@KLOkWip7R;1Qnhh4k`_z)X^|TZBu`n=@G}F1w)1)KG ztf|;7qU~+?WA&;T%w%SYJoOT5U}%x;5Hu?aw3P@t9UMD+(3h`Ms$ykjFRvwsbJ~=j zK8Se=886|sCV z#`t1Y->w6at1}H0PbfIrpGLX1REyi}enk}sm%kJ?u1NDu0IQ?JrCwvKPX~)kMsfOA zDIhL!vZm7xe5{hY#%kcjV53^t5uWhWI*=~#_dLHU6e{OdSNk@Xi_%h{ds`XXxM1_O zc`AP*{yRIeRwTP&h`*zuQ8MTc2g)XI@lRHYmZGu{dcEr^Wkvej@sDD2NTZN{6GNl? zAAMvpI1upvF{q{_HkzSgJ&5s>2f!~;^2F^%p_zkX{@+-6@eGC`Vxsf0UOkWi)I7-J zCRK7z>9Y6#-X_=RM})Ev3TkRx$oT~8TNE(i7jRN-m+whaF8$vlAN&0RF5>u80RTo% zl>A%=B$;3$4G3u^7GW*0P%ipGO>p_NaAHgjBi+4^&yRxy+9%`wvSnLNrlKa$rq9*f z=*$`asQJotL;x=o%x4a*6egYy^;zvYuYe%(>HEiK>Xit4i@c+6 zFS;d>JOZ_4?%zs}kvZ^S_v=^h?)C}Nf8@Leku&w#aP%t49|0d_XPX2Z-e{t}x2BD9 z`zZxN_eP)V=zJW){Xjz#JVjRUJRtPL)+$zNd1rvp5OdxryI0U(V$3bxSD}o4 z;H{Rsx&{^6ztep!L2g;D-4hFwYt=qDKJGKi_J#)3teoCojxyIeAFHXVscrwD&Xy1r z1=G~jJRjA2MMpwHvb&A-pG`vuHCpu>g#vu;A$WeD_Ew5jckCd;|HzaUow33UE%tZ% zm??gK0Wxz2E0)f$P@K+73H`kp$kZO5o?w7Up(h4DKECsEy%+eKo16PX1>Xqn4KIwL zSmL3MyY)!=&s8~1P48Y}SexgC(JXM>zDP_&y>B-AMrd|-PyNjaYpmxojh81`WF%Pj zs8)a8D#wR-B2{8;mu@=Rw(DoCEtuaj+}~MnjP!HU8hvdhKwdg^0f^}75&zzc%B6~G zY9V`jrdBJBNC3Nw?e`m8-W|Mw^eRWJj+$JpOx*VYaDW`P`JJVlTe-hIIql=k_yv65 z@XyL30(4LM+_JB>IwRP2K2T|DX(=fwfra+@cXkSusM0lSGfi^6e4yp0=0^yN-`yO^ zirJMdB3s08Q$&s&POF6-E%FS&H<@?KK|E-80(YiCYI|N9IP>GhJwE94#OtMD=~BJ(BZB7K%B-v$ZulF?KUGplibTWn zNO*8`1P-wJSr6yze71$9p`qb+R9bvKh;O@jFrDvq-UD+1`mTR>wl9tWsfd35N5x`{;=GeXMu6^>oSdQE9@OZFn@{N1;y*JSTiX~d~zuD zwWH#KH@M!(=`9r0Uh=z~c@<{cO)*>&nv6E^U0(2+S=9B@xfF$Mgvq$*UR-v7HlBp+ zKTR^Az?m4#`}jCLJ?$_2dJ)^~aYF}^hbhocd~Tb~9vI?&e+ZbI*~1#^6)vymi=l&q zgYLUQAdyo`Wy6#Gweq_lA7mo+2K2khd6;$}Xoguufi16)ou{{x{!^;HP&&(+n8-GB z?*YrsxX$ld1x!-yw;Z^0X7d$gHqN6aWU0ZyF&NDhwhdFRffUsEUjVmfOmD2Z#w`AS zcTC7coGFdDwhqt6dJOUNCJZUCp{Z%-us9o8qbkYtxxkLQQCF9>q^^xAtN-0QLD#1n zM>}8VcTC>9a3sGDaz~*Z1jVrfmcOG})=NB}ti@+DprO))eLb8q2`TiXGfn)o^J-D* ztqJu{WAKP$E7Hic1y^wJA3Z&y|CDc~&`rDad_FsxDVWP|a1quN=))~yrWIdY=c{*H zj}$=Z89u7;%qE%sm3C#Y>^)1;#D>WM>TX8`M@; zXqe_X0jWM_j@8SZB6@Z`koq}Co!OJ`4DOpP*tyHS_lT*vg)IJ=|^KDZXVT2)AGymbn2^4mPW;hIH<|Sw; z&v)PZVv8&eB=AJMS1(GH>Umj`#vlpu)w}U{e!pxez_Rw{HY_~~lLz7>i!0PfikeY~ zSz75CBvaWtgVwv$R_0tzPbebwUHA4vr%4#rnGn-|v>s5Fsa1Wg{d_e#J|Sl2svs5| zypM)=)DZOY#Tk`T8rr!q-IcPZ^nB_q7{RS8G@BwRLUotilfMM^PPPB5&( z%OXD?3wPKQQXtcWHK{@~mhw>_`=5P{hCCF^;QSk!3o6`>(4$kN6mxA zq*6$Sb9PbduItQVa^g-`(WL!vxMf2~Oj8jpMbw&#-AgEKlmCV}h#BO?{Ab5$3=sc` zE}BxWq5Q~_*8|x%W}Wj6c?`Bftp9l)%%&o_#cc?U6E^zFtN@bYY6ua9vg7}`9_re$ z(TN(oisRo<0I1yG{E`Y_9rmD|ImYjGnWDD=9)Yy-L`nI7+y6%L}?hWY{ulkex|2JK$%iSgP1HYwVkkA zUzy8bv7C6@sg6I0i=98MZ&RLkveQp;w%E;mWto&Y8}zPujv+K=eQU4ZqPL*Vfelbz zBRDJ!S|-e}!rKM`etjcCxCyb-$jxKrm?tyH11jN)XlQZ~Gj^DN`$xq}P_Njkx%EfG z(^a>u(8eg$W}V}YAg=g>`g)45(#7Ia-F+OrJ#Frb)l9?HO8;ikt z*>|K;TlZFEGI_H|=GuY?(4;xjN2G=8-1{Os)Y;(W#P3RUq*$ZsZI%$rrGpcR)uN^ljZCi@yE(vY}15H6lc4@+5tF#`xqB zaYQ(27Ghp+|3f>mvh^Kw#?X3)q!Y_*Xjn*3jlvHh-Tc0aWs{ovb-&tMj>o4bFW|1F zQ>w>j);fnv{R+YH9B{PvTwR#ZlPR?6^N1oq&(RuFPQX21!^lMQSC?hU_MB*;7{S#> zu{Ol?SL{xCg@PBU>NhKe7o!dLMW&Uo;>6uZ!-|)cCxZy(&bpXItkDkZ9hshMo)w`- zob;?`(z4GL-Rs^@3EyW|UIeJi+!(WF9!F90a4g@31iY?>4$=Z3TA%|0g{G^%o3BXG zKb>+PDeD6He~|k=WTqagf21Nk^7;!$r2pO?m!#5564Pg&->Uk{NKP_ zc_Pn--r9#UZ7SQzPmhPk%DMyJoAs`rCe{(mXIbM5yCeDXkYlq%UBII5%_Tn*RTe!Ouz!tv1?ae-AA z>Tc6*Y~&&ka=`U3O$@#tS#bXQEU@V(Wn~Mhp zhCb#*7y|fi@7Px;YS5D?nDpn8*T9;6-#4?1?Qh*p4N&hpoeS!>hvj`+@=O%w60Jxl zwo$6xfvHk&;Kc$&CLPWmfJdGq90R={$q5O8g|aD|!_!6($W%d&{Mq{w%Q1xKNG1<^ ztL_!_Ofj|ZGj2YIIUz}OOjJoN302jR8*fmQuDg=ivWVt0!>U&)!!>KmV@{?a0L;s( z2`^hg3iN=h0xY=Qi*by*ihL8_0LNMlK^qz7a?nzro!WQMj;vL%@JonWIju)XcNm*e zEGG3D%F<&)x&8MSs@u5}{5c=DEGa)Uugv&#Nj*Q@0m=h&gmKlWBluiK8XQ%To+Qg| z2zoP8g$rIpB6L=Z3*Vvbj4PgLHZWPlmblE1XhXN2zyO8o_I;fuLX29go3&vJK0m?1 zi8yc1yLY7(tCX=472@ZtknQ`Ku{p<Q zsO0+>T-O6<4+;8pq0NJ`_7jzo(G*^GnxXUb%+UHjxqLbHram^ejOEc26S!iO*#6dx zijR%8_4s45X1}#=_7V1M6zSwXa@COGj4wDd+oS502k?a`<&`g9@u}y4=eEb5aS`1;ICl1@UDS3kKE;5iryEnK|3P3y>FW!v%yeUfs3E< zP|-gp$@+i`CK5)*pm9Z$?567p9Mc<+V9??LBaD86;7ci+kjyau=J#n}Aa!mt+f#G| zJLCSyqo4JKDJ_z%4{|tJ1uWC>lNtGhGu7>Kn5x>jgKZjPvCv&oE_!AOzdO-;dTM>; zEVR?C>bSb^aMXBw0MZ+1^ry5@7$5o zeZoKk^D8U9qC$T-1hysB_qMgQ#&HYXelKBXV~a~m3O-}HBkmmCz?)unpS|-Ly(zCr zl|1`C9ByvR+i~jr{G3n}w;P?^j_thX3v9F{ZV2f#V1MF^VAN~Js`I5yR|KXh%4a;l z@}~!ccw`ENO45=R&a=}R8875#Z`aIsd7tkf@01!*7#wqnG&tXUSe_J#9=^&jjvv7p zW)-80r+kzNj{7J5MB7k(l5{nsYMzk61*w@U^C>p5H0 z@f|?~`SKDIp{*5_lUJx3_C2r2=nX|sC|MF#`>M)b|NB_OwIeAnVf?blcxs3EayhTl zBf0gRcYSlrRa~<5Z!m{nxW>Hi*?yMuV^RzbJ9pvbK8iO?zFe{89yZatOsu9mpHTK(x;Lfp5PQK|Em2 zgww$L`~YH2a7t%br~J|j{SlrWA|MC+_57Qwmt*Q9Gy#eq^ThTfM1@gBBV6eUi}NqZ zU3X+hf}Ug8Egu<)^9Ljv`k3GH)tuJ1K%RBFW6?G@|1`nw{wPM`c#;dY5CA z$`&m7Z8)}vKxa{TZU>Q&Q%-_|rfiF$ecVuTf7}JfG{vYwlh72&KaX}chnYbveI9)G zS9Hv)56)y}&%j^^X*o068ZXFI&Cod8uwF0^96WRxypn5TFaH4v`ZVz28x2O?FfJa! zdkeeo453uT#mGB>4gWyupcE3~h7ozkhmLEHXX0z4b8rIg;OK~6ee5?X7oU+4_xh9= zj^S5@-;7;34*hfQf?(gS0SYZz6XXp5C^|V8cGPT{_n6cJEL@XF^vb2y@4e(wd7w-X zuyf5XRhtX?`)O5j=~Gc_oNX1jGvtR@<}<@2$!V!Kdx(VtvxU2Ua=YtQkit4WZMhds zZyvlddkb50$u8~Q6e}Q=A>Ijq>kPA3bkBsp;`3L9BiLt?zGEyF8@fbs@|C5QDUqP& zYX!*B^it4z0~u-Y+^|La*+9IuwO2}HB#$f>XOcj}W==a`o^&K&jNZ!jLi^sy`cok5 zw_*<`B1fC9kspBt$QMII-{{lh}!W{an@n?>>=CfTE*e+C4I3XYS0Mc(nT0&0gLWevfC`z2F{gg^J5 zRqtZDWZD6bk3Pf1H67`0P{h~mVs?H>^BV}1);wT28zQRc_8wv5Pp@&c{RKzSrxcD& zAowW=DN;>8lk|}s%ft*r-U-`i?I^g@BtDcpXu*}lnrPB~@XMP-OnjI$2z5`Iic)G> z);Q?I+91~Li-I$6P@nQFw-rfJ8Cg7H`CfoX2c~Vs##SQ2(Hk{6I?>KTsfcO`>~$$`}nMB*PLI1)qLhsB?NR$yzhEc8(NueOWEz)<{- z5?iBNjF~PS{3a%{ikmW;K^FO zSJl9v0Ekq-W4&oY`f6jSGxp|eV*8h0-FvkpWHQMsOn<{38e7xpK#FiYvL_{02!u^ja@|p5-l1) zN18K15a|#OGGF#nNAl=gv-HQBv;Nq*AI{fL0A8_|NqO`<|_!2!2-JSij)re1Wd<9vNY z|FdkvAXH+Sus3%+fS&$QN_V8TS$HMLv#t^+Wg(V#N6W6%60bl7>5w2$>)VC6s@9*m z;~j!#*4kIFb~3Q!A)D$72|xQ3$A3$O3{PFB$^${*sl zQ<9URi)YiWo%;+#{11@X_vGji+qB3!eR(%Op_t|)ZwSPNW))J}wak@Pt^2hYgApxV zQk2=@*jiVLmZSFRQ2rh~k2EPcIRy9`OKo>_Y^(U$m+7e0(R6Y!FBst*==*HfEeZu< z<{8V(t{4dK7J52i2l%bo45jG#gjZ@c<<-@pD+oPMz{A5&&CCSoyi7f!4M$xS_Htoq<^x@G_rsdL1S9g+As){DX>3pWE|g^4#2Tt2a160VELV#?l1w z?><%kj=s`BFvx`?U&g`dDHK59>E!!w)VA8^hJJ2wai>`Lg?8QR>LY=$55e8KCv%l{ zOThZN?lu45rrMiCL9VBw2|WbtdQ`x;R$QWdvrKBue&u2<4B+chuImprul*Lz?kYWf zEo%n|sM1wey0xksDi9}HG28-S;{)JF^u;O|Le&2($^Sd3|3h`COzQbSOdrj%s{hd? zo>lor5467htPtDFk0PdG3eL}RFY_`U^HzX`A>FMa`Htl$( z78hZXWS~+;cbAKVIg>0Jx{KTn3At+e%)3MAy!9o;dt{!CRiNN8mtm0j^$?oHiENfc z&t0}cG~9sADbSUHpA;TKEh;>*nX4e=U^WJ9zsM<}jB;lOo?^6{RGpuS%aFUYKT>C4 zk=emYr+N>SxfV3ixos1#S=T@;<*cqZBQX1_a_2Ovb*7YgH0j%P^TG->{iZxIbu%X* zQThuD7|x)d*zV;3!0)n7nLx+|eXt1O!*X>UJ8j`jnFBzHPgIzEte? zZ;b!<_q8@xay?B0h4&`#&Qsms`FXxf*GcNOE5RwcH%>mmewJrOZWcOlcrKkG8*_9J zP;X(x$LoK=s4QEMRwccQY5} z^L98=tiD*T&@FUrBG%KH9bE4FA14$i35ImO3@o6e+Tp~CY~X)MWM z>PZI5Kq#Q{?b)*Zaq`VY3$mKP`{nn}A%44;((drUA|xdI{WBV$`+PGHWxLxSV(QRo zsnHr===I*n$;oNcbH|msgNR8Z1ZY*}*LlHmoBDi8RfxtfRDq;zTM1Sa2!wXh{Z!<= zkI!MYcY^AC>>of#5s^sL{~$j+|IvN&O9l zCL$_>lfCCQlNuv{e~$rw{yA1KVz4NZ$LR!;kFOQFKKpW}4FE8W#PZ0*Zr#1pKNDJC zlc%IbO4T`e?bu52?UA|xhobL{9mmo!<0Rrw%_y8&2>`4f`lz;;zSaxU#0ZU49q74*r$wch z>W!FC0m6muxktCft0cjFwDua)Aa$>P?GdZ8N zldhQBO5bKtZReY)hei6KJWp`23j$ddQat;rL()V%K&3nitv_2JG(g{qg^ZSv^SG&m z{lPU!nlQmQ?fSGus%Fi|1Po#uWxmpp$iN^;Vq`L@xeFmYBiB;}P z+*ah%)&_1g^;NMCv0eHDcNe`0vJe4qG9X^?m>58R#ivTukd$wNZY_7aLy zh&5rRXFtFQyj^b?IR-DR_4wXNi`Y?}@eO{7#j*Ch?f%Rn3%3O)*TPLF8NNW+%;(gN zbBohEk7lPQJ88`l#DF5SUmBOPC+2QSZNs-_-+y#;6qjv22oKXZ`COd1z{)V$AC0GD z-sv4L577r-i*0%G zpiZ`1=-{Q>Oy`C7WUYy~T&+rEIb%7H$*kXmh9-?st$sC3D7`f$k#9rCUe*Xh zPAsQkORIu=3_K!|^)sG$h+xpi%Ek5Ix_~}&&VjZpF#43X(HobX7uT8;Lz86#FIAK| zn>Wrx^2`p`YUdC`%oFx}PO%OE7)4E`{7ML6^&4`7*gZAxHNl%k;{8z>gZNR(j!?%_ zjJv=P`p?@}{!FWr+7UeIL zD`xO(se3t-%lM~ucUq_CQlhnH2&FQ(tTnfvhTFcLd>Qza<(UJnRpt}aRd)~cY106~J77t`Y9uzY3i4A-*Cl+i{oEttWj4WUrGn@i|8*z*w+9DJwvbOsE~xB4B55qr^Tl$= zUwp{^;i%!B`*M{N8c;qkYf)(_)_2sVNN1Y+rI4sW)aWic^o91a@+l_Y;6a=Qq|vTn z54a_C6oA=~bxz~Ln-84+^Or7SeMszK5*kFPK4D@M$>c*`{t4gL{UTD#dSz%UdFn^? zLRg6HiT#Mlwg3Z(88GQiSKl%- zy(=T0O`UVTvhm7QxJ#*GInM7keTk#195tCT69r-0h0T&{)O^}#h|x&X#168ZT9#ly zGrrZ%=(h7qsr7KE>BKoA2-XF6&~;e>O|xZvO-mQ8W(1wK z8b^(U=$#}3?gXo5x6XK9n%?lJCJ7&u1I^9?Vx#SyL%?a+Af5O=+6fpbZdq9_Q`DPt*;hI!dgB@>^IrE|tNHFFY$4Zom+xl~1tQn@h_d#p4l z+1v!VB-eP|R>oxlzx}MW7IZjNM5J@O@=Urbh2Q(_=pbfqAC;#s|g zaraakLrKBdb%ukiwi-;A>DRgK>DEamwj6P3D9FdQTI<0M9<+?!*0Ez5)4Za_dm;+N zWkWkX#2Rryv@ru1RM+Ol*&d6eL8Ho(3>}Izj)a>^;r;xy%wl|NXqZfB^!ON`;DVro zwhadYdUGqC$VPzglO_TJ`NfEtKm1-gi67inV8Pa)pbF4D&3E4xzFX)DW>-9)T`n%7 zC$`)&%h(0uXo=?yOhW;NOrOUAk((XB1q;=WX=k4xmMU1_z?9y2*Jo&nbe2GtngcV` z8(yTQ#|l5j;;n1TM0Se&9o8xKvAWn1HN(==S+&8fJfL(Fi9q68J*#d{tVfi_5RVEs zx`o!;GYr{@Gj@f`Q?)(Um=QU~__K6T)tOI_D|CF3k)gx;lsT&hS4Od>rk50LdSbw)RSf@v;vZgQp@xGH>emlK0AFb$$`S z?|+^2?{JR~Bf(QSmCj5Fm@>$l?&T<)`!Gi{>}boc8UaO=e2G;%t)RlYEG&Djg4zEA zF7V(7yw||0ZOdkA4USgh!q37azrC%^1VMG^bS~})`m=&EM1NX{pH33?`J;m*sGQSD z%X~ypocFos+up=S{eNYZN+b8w4UWQiGyImF-P~!sU_gwA=n4^)6gs34%bSr@IlzDP zQ2Muhr_Aq%A&B!cBxr>|XZs256siP`CRUB$$~HO-&+*@4aOks%p_00_AfA%TfUd!x zjbT-90s@|ti&;l!SopIu&7gX&Sl!pJ)Xgv}P0)(Pnek>MCr$V%RajUd$e>%n0| ze&u-4usn{&AH?Dh8_+RnQ*#h00NqPbh?v;eIg?u=zP@_hLXVF&x!;fXQ0J0uQ2cxR zuj@ICP0Mm|vr#P5k^KA;Uvqk;K@*-PEGbTSv;QrBNFfeqfp%S&~uRgA=J)s2ThenT66{g`SVgJZB2tyD(i z$DhqEksn89129qSX;btdf=MevM+IasnUYS4(6H-4g72T=;3~l2a^k}O4Wc29cWl~Q zJJ0|m`vL*)7RDUjs?_EG^phypxd}3A)DYQ+sHIQbY^}i@%0YX0ZdIsTmva3Fx>OQ) zY;1!7MM~Duf#6pk7;UD{t6EXt{KQyjk=zV#bj~(#<^FEqf=l7?9${N>%pS-A$ml** z@zxg!51YU{O=VFsYF7e~SMJqk{*~8C5~+LFDX;uHL=_LysuKUN+~?X*MLNg=f!Iu9 z{LnVOKhxrffJAgWXR?#RATy;!9U$N4B&VF?bw{Q9BvVcQNfWPbC&SiS)s$wKH&(x+ zhp>><=MncyAQ{(4E-HY8ap>ZfKXe*i@NDH;NA*xbS}o8OALQ-aud^Oxd*S@USzpIwJwk8xB@DG zY)djRW3Xc4)q#p$haT*T~w=I0Lz#dEr7O?C5xSW6H^*Ojmgz@4`1lvotG*zN#R67QVk~k zDDqC9_t13B^Z#N@2<0wLAZ9y+*grp zb#yD^sfT6evK;Lx#zha=Pmz%ZVJBJAE9S_t)6q+o7Wc?5K0{>rJ_0ZPL~auua^sNo^A|@KzK;+wZWwsz~sS!94tm@Fwl2JuK#nSg< z`b4Wg?s%5R*tc^Gq6wmV_)i0}IrL0}+HhmH#+*3#Q8*_wSfzS@{C2|5ftbZLN7DP0 z0mYnw;e(=S!jDPN#(N~zYi~&L@mMZc@mXkhzInm(={1FPEMipSq2~(=c=a&>27 z!huMXXFG8-QGvkrXu+bTq1|s!IJ%nqlObORb=)5ETZfNF!3An|Kd3GXg|`wF%0KK( z>UZp&m$bNqhtXh%Aex&?Z?NDgC7568U&nu}bYwVgKkQxY(B-DudQ)}(!=K<%h+;ll~TDZ+$Oo@v=wuNVD z9X8K>gGz~d?NNe8Z719r*Ftq28lxON&)i=CwE6g3H;@;Te^&2+bDVeqXZEJ>s^+%! zfDc1crSW~nt>ES`e4?-3vdVa4#jMnfq$3#AB3>BGd@MqzI&nXCJ^>3cCRjIjeeAo- z*|?N=bWI_D zI%3WEzW%z{Ye%F&wm(+LIM^}ZcOgwKr;$+W)`^{rnSC5jGxHEJpFA@8HIWM^mZO)= zugiq#rl6onP`Hibt8{5k-i;;8+n$hD&E0m+B7PKZ`78AN&V>GcOoI82Yi!WLjfazq zOA7?TdLsfn#W0J1a1<-u(cZgG0Wlu7=u7jqVRW)y+?yZ z1orCy8WYGI%{t^VT!ig)V>MBHUG38>+Jf5=p6BN~6FZ(A;4h!r9Tpj`PdTma&?{ez zY}u6?Kp~8E1dXw*H~Cl+)|4l;DqJ7u9qVuA50(2y@TYEmH7Ti@>j7bm>$t>{bOyce zLh+OuZgmrZ(LS#M5U{OZ3rn;YuxCh>;qb?-zq5Qw52iN&M}{cO51MiV!)SeCaW8^{{2;S|6F5MnYbZkYN?_9DH2k z<0JG_9@rbBQrflN7mn?Q6Z05-O)}tjyq_uGvn%#l;awfuJk8Yc6!0W;%?Clgc=m-+ zr5OV5Y(pFZ0k0A|R^XWhuz9uCX1_BSZA`R&fJ6gpaDn2Ds;O$@g}LYZh}f{=i=>iD zE!b^}gorc8nQL&PLxTmboHf)!VN4D1D|sWZJ?tbtPyO*3FM@m`Utg#lU$RfU)14@Q z*z7~%7ehk}G0+hg>38xQK*!?s{;!7kF&q>u`o;6$Kwr`LncQabTCI!X%liK!oG33-U5)-gu;1uyO$vY46t|XofNV{gIyIQ zT@|HzoObbwCbALN=Ka^a3v;>S9E?`qRUweYTOo2+~Wsch`TpC z${HZVNsHT)uY51zWUyd1iSG-ZDswBQSsbO4q-07T=v0PH$>6o9AQ#4tqvQ0(Mr@W= z)20J2*d)1Zu&eBQ{hp_UvMtnnsvOkkUy$8`*9OPJ#7Ycy+>*cW8W%>b%kUTeDIBy5_bn*(&TWR4cnLXPS1zt6~ z>ohRh&=F`bk8=E>Br)vpqSd<={OWq~>OBl0LBKpOba!((^i9Ll`S$v-IFZB;O)HkJ z$P``9hY-n%4P~T+CWzC+dr+AkQr87ED!ke@b^0rs@IuEs)Ku8EYU;ghD*{LC-wIb*F>aqCIiSDS_R_p4oHeBaWlYShh953JDBIA3M52^~W4|fZ^`G)#ZJ<1Lybg zPmy~C1T=MMZd<|F0;tuN!|T0yiYK9T@z-x55=Y^476F6e4FGh3jYpY^rqf>8YLAI( zR2s!ZJ&=mUmyzhUFAIV*#aHC?WKv9D(#Bp>qd!S#m@?zsL4T%QO7XC&xt0&mg;B4_ zYD~aOWXy)*$b^Y76Fug=TNunQ`ELAhwoatHT6wd++`hyP$KC+mZOl-XifCck>kkbi zoMVvFQH&}5^7h(pF}L2d*sLW zFlm^$qomNg{g4nx3BGYf9N8w1SD(9e{>hj*V_&NXtM@au4Dh0G?dg_yFM~FA(KUnX z%^s?FZKz7`SEE`oc_HEF^wU%}T+)5|)s`rU&vlrT=h=~V`vwLs?8vy*_PX@`r}%a{ z=8?6%Iii#E>^%0IURvO3!xP}ByL-O(mgMyH&$b>c*8X=_MbT~_v%bR*upqqc@5fE= zm9qmj>g*PKPG6UiT0#VOOF)zE{c#)j;t@+Ze|2w{@0AT}#bL zjzRX-0s1V9n<(Y(6c!0P%I`5+LTt(I^4erfkC&KT{;X#J%;khqz#qztTlMg8m>@me zo|pH)@jAZ=h@F9)V%uToAFPVY2^MTjuiY}2l4)m`owgHs7(?mM3kj~xG@Q;2klMsy zSe}o$%+gW6l6LIAq;1V=9(4pISIrWNcdXGx%AaCve`JWAu)4Rx?H1CAlDj~z#iL05 z%>#+RmPinOLH?9epd1PgV5~#j(6IcYm;7OqEQlM4+4LO?`JG>!=Dd^gv=>6gX<$27 zZ29h)bYrGJK>K}dur%$Xctxpg5DMGEcNKSR zn}^P(MjpxNjMb6Pvo@dRn|{f#_On05dqe$tshrpi{{8)amoB_nzQjJVJf&t4=n!ET z3w1CkOSq(5h_d`{6V6HXNRh_GP+ZaDq{fr~Lqu$p%#uOlwPA!jf;vRL=r=>gD5;pO z4AiWP`zzLteGVoa>%K%oMyHvh2Z!pO>mO+~oSZwYH+VnAW{T#sUa<0?u2~7{+xX=v zRj9ce;yUji#;H5f<3z*uOTooa&s-b?LZ?1@f^f6W00y+9 z9bTd~RGKO9{TPD4wa-Ohe36&xn9k^5jOml--GAoS8{$?(OW98y94fls8i2f+Rl*7l zMegi@9@Dn!zCuy0C9ZItu5;@(B-c=$W&*bnI2N>hnzXzSO&KS01P?;} zP=0{R0J5RV!JzfR9;9>kz6_pU9vcfFhSJHnrD-BX3Vsq9$mhnUPNdK2bn zU#giiZ@p7+hdo4-y6bP*m)yZfH+r@!vr}B%AOSfZ<+ z6X{ppPbrt^UoclZ+2M*jb@j^Jg-OK4zF-^neRChatJ-kk(;p6S#StG*DpltcCayc> zxYf>zczP$nlZ8-h@9~N^7Pd}dfDCKUb=(R%{70zMoRk$a7A5z~WVd(g+L(by=L`^l zdiH>={EP_;jTtbucJ8Wfd!F5}c>{%vaI zy?4xkLJ8KtOrqxUg&G{jQ53dn(wOAdx>|h>DvBx<3q!YQ_-ZNroG3)Msm1$qy<_Z1 zBtPg!F+ipL34N5`2b8VO{FiOV$6?x+tjAQ8)60)Paex`M&Sb zIb6}M9e$0m=)Owfd~@7YJst{NBA_G^2hpI5BNUfs)w?lP5nGG?+Xb*hi`pP&T^0ZA ziuqu~O1Koq6txjS?XaV-ppCFXp z61`~eZu`jMtj!S6O)jac@I)3>Ii7{x)BeY7(K=!R z!=%ntoa3H#U%6nGe#Y9YJK_da?eV)qZHrvdLkcB~UA-{~VZhbK=S7@J>HB=YkQytvt(XjX#VAj}F z=HNQ`B;h_G#4!U(@xnLP8lAVOY6ybX0JF0&Flcb-QGTyn$mpfl2($H|me{R*%g}Z@ zd-gO&k#OYTI)Di!A1GO#H&76`oDdA&fo!@{l_;lHdI!n)wGqg`Id>3DDJP~thS6R+ zuR*GT1l8)b#8}G?b#hA-)OK4p|0QQJ;;g%2dJW-V?saHL@~01pA(50C_FPRqwM=~c z5k>|$GC&!+(NcTJuxUt;R_~q*(U#>V@{|0DBktj2U4GjGG(60IwE&B=7LwRg*5XZT z$kFl$*Cn}U4cp2nag~Jk4SAfH;y=^vM^-Mb!<=5qgOK)Pi0%q!KQlFlsOWL$d!jB% zavZ^)=7YT0@FIo^76x%FaB3aGkJ)Qh4R~TDN}9C{`Ym?~$udj!KirTa_Z0#<4pW)+ z(JlESVoe`aqlQepc77n%=(Gmhx?izaw_+Cy^c5Fm_&mp$-4EfXR}_TZ_i z)mZ&RJce(=NGW&Tn+QR$27NzX%vh|)RmY~XB+~co3fhCd<+xMiwb&i9mF@47>*luWmE)uQ$fp$9VS?Ipjzzh6S2|Z4yK!Q?nL(G3nQIH&1@gr$~ZZ zF=($956!kJ>)xYg085a2lo+uI%hNxiC|Q}1k^^%o&alks{7I1ey+qQbsLN=x(?|$c zrQyrL<%(TlF7+9+U{C9*3kmyuOkrJnMc4`z)5MPAdV|6>Rq?*OW#5*h9^do!1KijZ zda<7)b|X@PUYGiAzfej%IK^v>4cOe7RS*%qmC78=)R){w&zUzE`$~2E$sA7^UhL$b z;vuXwD{RegjgpVXjP34r7f^#5+8iLTzg<`~`xS z7*xOE1e)`ip*->J}JgDp#oQS;PE%% zUBQpdWYx!jx*|C9WEdvmE@={OuS+rQcB6+I%DcQ)37DPS^JT=d7(=qBO7U@01o+>n z_;1H3E^b3Z_^wFLaLAx2sLSJ)HIaU>(w+K(J*)gv#TBBiTl<&_@tr;0@lLkNc8x8L z#3pMqHQ3zo4cO494cG(v#qCaT--oMg^}rdNA@ZPgL29to1T349IZCJ1i{#AuMq5Fc z{P!>~R)p8lNIdjGwyAO-OrSWDCI277-U2ADrrY<1;1&q(65QQ_1xRpBf&_PW5?q4o z;O-8=CAbB5cX#(e1|9B@JkNR0x!<|^mEOfh zG70AWb&`)4(IX}ZcU}#srSmTX<4c8Wf;MQ*;E{KIEC&E}4I^yS8~VKO1)XW)QR{a2XD=J@pR2KCZP3Nq?^u!8kX+`#yij$`2?`s9y@ z+&*|&TbhEn+xqW6Y4wYFE`A$#OiO1(?@Jd5nr85%z3W-=ag;_I488o*olrNmoHWZS zOI8jZc1fWsbBQ$MW{f*`Nf_CSEb|c(+l0|I!AxHgVDonv7AIe-ib8WYDgb3OT3OU^_h? zwQoM53;%XMn_G`*@oznAj|7R_LY;ZDHEg_r#3vSe?VGLIg%iSFq_eim!DQu{!5%%_ zu0MNq6M&{>nIGOfaOTJ;N~)^zI8-~3Q%o$Z_#Htu_@7Tu-i|%rvmS#*o)IJ?y>~R9 z_b;|?JwT^F$Wp)C5l{^)k>~8^`5tq;zK6**GWz&!6aI{4}+%Fl`M?Kim941I!CAUW}|#sYlWjw5E9BvgHz13U>YC zEylFDC#@ZR%qrAo^LMl^tfh1;P#E#pOGrnH^$SOI5J!a2SD~e_FIzV)K%)4ILgP(oOm`jL9 zoek-;pt#VoqcqfKn);1U)9`1#3LNjJCvp7aj7D+~Yx9;stX^sL<3^JoziIJ`*n%y) zC=a;_fOqB+pcPQoASXiNFYb*fgV(_mzy-9nI;gQJLTs!&!pMft!}4f**}B3g@zke< zf*%$m3@!`S5fqX4-EE%;hcnMepKWXEHfVm>-)XGp03R0l!pYEo3w)x0%!EodiBeC2 zTW=C48vGy&?WOc^-wLPV<`7EsB8@bB%nU}L0Hr?DfR9#+ zTPSNILJnZ0#;4;erPluV}3We{dwrV@ypBYqAzFH@W}r zmMbXI3Y(ukyGMJv5>xB#NN_Z#ahtOeS<{B>7HP!XnxM64Tla=F+u3uBl4!zoHZhmU zuni>dfArN`qTsV+6+2KX77irP=j9BCCJ!TzA_=Y_00&^LriyqA4>8(qb@n)#ZLqBo z9PTZ(xp0@Ry&Jr<9UZ1_$}NB1+%yL0@*_xgmTzfSbtpYl``?%V*4R z4%o<=Tp@Uy$YsxV1NPt6bQ3i3V55P+C?GrJ3V z@-S&m^{#p3dZ65*9>OmZ)<-QFFFl%Xa!L}Ccp})1rn9`i`}6U95`yok8ATIZ;T*|H zyx!2esi8^j{WW%K>zm2|6LC_w6&OnASG{tV6I_hCKU?^%#fCiCMlvHC`-gq+Pzc&NM(;NC zA;SNdO&>O_U{O&Ff8YJfuY8A9)!FYZy1)^}c!naGM^Hztp{aAejl}TJ-(xmj?-Owc znUb+8yhYV#aoqi_qoJ*6q=1%lyIGn61-eraKFRefHX3EjUveMNeM!7=2e zf7jJr0#p4s+cv72d6W!Q-0JS=1&z}YC$Mxi9YU(25+fsw$1a6aciFX*hUV;?1Nb*@ zgzwPuq~Q)^kP+BaN%|$~OsQ#i<^qZIM^FMT?tHwr9s6&csp}RL=4duHMI4wuukoMC zk{ggW9Nk3DKf7)K^P6=&y?*E_=EUSwDF$SaQMkVD>Ra6lpk3;hu(b|B77D%dIU@t%-^0^Qe+gd>&$ z9f~Hus*2{l%EHG%D~j?!oXqE+NxZ9(&BrT?Ryns$h-g1R-g3)XN{heJNdOUP`P2cA zA&1ymdnb6vuVedzAQo9T#j}s}Fm=M98 z$?<5tmx4tBpp)$<%c=`S*c-7~KXOE0axF(+vQ|mSom{KCLpz^4C>uG0JKP(*)AXow z!)~RhbKSi5BzB5f@>MW!=R$qe{{S%(!_Su-ajJ74k1*r;Ep;~Jn?bH!%!%r-ui}*c z_>G-nK*=5eGCPc~3>Qt&2TGXF95znfSuaof=c+-AzpW9Y#GJ|^Ld}UM`DQ7W)8`BB zqJrxusbhkN`%~bbVv~C4u+_@70DDqO44+sq<2VjLMr>4aT+(#jxZEsg6;r2t=}M6vFmK z=No{cWT9j6wigL&7r4Xd-*uPhf%jsgzgH)A?vE0+idTe}a+eL5ZSSVuBF#|{Hf6sL zOYjSKq4wtnTwDy%eK*z^6x|K;7yK_P$-Ro-B|}CGLIMON)$2jWNQ(9YWNyiRznT*4 z++a&_Qqk3{u_72r3hKOXK7_ixy&VYNu`wA}^-L!dX?i6u(6i(XdYwM%mT`Y7G>96?<()V{2WDS{= z2(!pB5I?Ev1mg1K%1Q4v4*GM9q+!S1lt{>!b)F?IvtL;ybY~KjK4T1 zDaXUcnB`)Lh&bO#gh|396OsLL}#>gNT%dRvUcuRU;BVSskIpA(B zc{i11E3u>8Cf;%tCO)C|qa&=tJ5J51mXnJ}PSlr8yolN<4tIAjdyTzf!~V-x`OSw2 z8Fec^6d!^ZHiebCbgr7n%$6DMshmGe#nz{U%rz2~#C}?if#f>ADG_iXi|TPleL4Do zbzgMjJ%C4Z$sMPW)Y{!e@`XyRbB0mv?Ge-Fsc#B@{}N*Mt2MIGlE4n^$D{DxU;2( zFp!_(!HJ9RUtJ)={ z?g*?UQ5?rl6M~QXJBg1ao6^60r;rbVSZ|TAxJJ%7C!&Ial_{#pP-*ikn>`;fpX<-K zPVacxS-cqof}v%e*}<3bLt9MaEcsfBx2`FOk-D1^j9aAue2kpoFpq^yZukJY85P}) zh$Tk;*@>PYG7{5A;B>En0NL$p#n~mOs}>}0DGyyotMDBqGtU$4=>*#;v&guOO562; zbRx`fT;(%3%C?&|;G{daAAd#=+!a)$9Gc;I)=7!J5%Y-JdENh(aj+V;cAchEoB92; z#80*v8=00`v$Q1}fxi9xyEM{Y7_-$C-*cfUn%KP@5L|6PbZIcJx!o(zKX9({vAcU! z$fVZQ6hD{>f)YYoy&N8NMPKKNy)?6$`~1@s-v03AP){`i@064PYrCs~6YMlJiEUe; zVIP*2XJsm$W+2C^sk3!fZwlR|*|U9wt2jL<5aKBi4G|pdXR&g5UZPr>B&?}O+CRT( zf~gVDjMb;vb1chPFxp`&7neub6yEL-@mb5SYz)7)w7xC0YpXtm)33wgWim^d96@3* z_#)MG`K)cVH!;qivzD`)TXivsNW=>8#ZJbqW>0uXupDS-ngvbQjAlWx*{%wneytB& zjGy^M297E}U2R#C;C)gKPkr7NM3E`Wx|;|YGUrmjx1aV-Ej&2`KH4aDUZ+Ts%^Jsy zA#b>e`5a_0C$%}4uF9+O1-aftV?m|uYYuvYt(n!zcR@STd4acE8BSVDN9M(r8vrb< z7&le6`RXuUR9))Pw5xT?qP`7Sj^m2160+RJ#jcD!@5Fj`iqe_MX+6kcgYjQ?kn}!@ zKUR&1Z|y$(6o~Q^9)O2!wuC_gp%q#k$}t4ny1>Qrpm>_2zQ*d&Y76{+1Jx&dgPHR2 zT^fqq9A_#6e@^Ot=s3LwIvnL(>GbUUd9&XXi<+>d;%qDVu<*AnQQ$KU1MV&cJ1x~$ zocmqY^>)^3ARb<9o^q34(PZ(qdS4aPE6%O!*}Frk;|Pe!iG;!%yXXAHR9!W8?u294AN{6 zR;r)HHj;x%s@ROzR8`B^$|xoea{C0ZB_O!MdLqmmuoiZEaz3@F`zTIR_sBeE9B7-?*g(S_;{=V_Z711!A=vmy9jW8GUW8Ce&TB47mQP<~Ou9 zI+Xrnu&gGDS8B3l$~Dv|)lqmW?Z6{*Hjq|b1tA>{Kj`r^H$1LFe?@yIoXXlM@E*QM zOEaR?+km#ev(~guu;$7kiJpZpca4PnzJ4Lk_ggb9Par+l@2V~sx$CvNg&c8FjF=GG zpPyyIh;X=sX0^R(Gi0H$z1y#FcVQw6@o`}FZyfup;|kMtLs~Q9;RD{EGo96w?1X`R ze3uGFva_)HO8Md@ON3j_B%bp@HSJHI31h`@fp6u#q5KdcCu=S!EaK4SWF&n>J62eb zNCJ+~jVtK(y{wPls_@c+Ps>y@KSa6=f;D{g z-&*TNRuphXrorit49uk**}L5I^h&o%W~x;ZwcT$koI2;(TuoIu8FRzB8=N_RE1XDn z!~(oY|G4**$*XC;a?PnjEQ7|)AKRC9Nzm7g(MHZyu7yU6Jaoc_iHN~azftMJFTV_U zyfVXhRwsBZa0{cn^7ZFR!z(vM(HUf`H`=g*K?guh1KM%xK&-v}gX6ti<7J!A@A;kQ z5_93)UE68hkgc+Tqwg3-F2FhE>l3jj`|c9FcMV4_w3ImaLMga8B0)pjCm3( zHcpWpedR7x(u{?7Ic6)EyK*qs!p1%(4h*shojhSzXks;+d}iRm~E?WI>BKm*B!7k^hCs zT*sGPG%VqcGpGKp-KH&|Yq!T^uLX?csXWqEQ@Otw!aDqEa{Gf)DC1V5dgXb6zvcbP zl;XfV9gbRGGOw-hnWl`3<4>WDr?19J_-Fw8+kJM0w5tzZ^cA+RyvX#@&Dmk~KNWp6 zM}^*CTWl2Rh`;b3TI{Kr2Au9pRJdc6tIbPZlCqZ00LxCI0iY;f(I@|<+Tyq;@n~yh zZ8R3aXSibls7NVf$Ob zq18gM1+k0Si9ee{+pH46{cOyjk$5wkrpaf0SnrhIc^jYh-s)YG5Et(}{midUF%AiF z{~RKrE=-P}7{br^I8H>cnA($NDm=?U5#wdp5c7l7%8c*K5DFiHeil{h&%KI93yt5| z`3URY>Op|7$JcYcM0`*Y8XZCTOMa6dt4RwkU7~8Zl<7hXJDkKkQwZ5!(Dkk^B{BpWdZ|dT! zmP;q_QZ$crcro+5dp%dT8p3$jL;cgS)xIcqK=rx3@~FBDu=M0w711 zyceYEbU|BJnt1yfhq+006S*cqZWZ_@*T;7PWv_}!C&f2bl0MG%4cCKRfFuYKrrE{vpqQ`P^rlrhWpJJ-1D&N zZ)|`1w`u1xL}WV=vF%1jDO*e&y3#IVO=fADWj`f7w$$Y4=fdeEVFWVFgIjrQTI4N) zS?V(-=452hQ5^z5K{~>F_4nhMu2`BDeaNs+epKH0nHLDqj1iyo*dp5|A&cU%_ubxc z86=ZRQ{jyV*BRmcp=@(T>)u}c=Dih))?{!wYg+RY8C-LN{YAip8S`oj-&SB z^WP~)^%gT6Vvi++C(o!Gs?uZ}$@Q_`9CJ7LJ+xk_O&`FA^p90dX*Z)C%|rD)8a)XR z18;io=d?$ev0*5092i0a?Y)VEJ!OdxK$uLrK3%WH!N(_#A3GF{NcCk2;;9XVUZ65;x>({5iEG%QN)aJ^YMhUX)hFrV(~#^k?KbTwJXkp9yC zlpAgP>HeT)#Uz9Pn?pF2c{9d9^;rIvveT3lK$!y_loZ@G!~!a1 zayJ0i92`Y!)qDDQ1HlH|UVo1yd%sSjp${~%X>o6|OxIXlYfA8(*GY+;gv>WNukS$o z`(*G|ZkT=PB6_k^r8%`A(v%WW6_H_15f8p9L1{Tz@(=JP#z()iGUw-^Zd!Yv?C4Z+3Yl! z3qC?Dgyx48#9zA3zIr!gHczK_?9rRdhRbQvdtPX7M^7c4zF;MNVPUr@i+Jbgj_fa% zo0lqEwSZ~}ErEGvVuX6U>%u=HcS0*R>Z;C^gv6d=+%E^DYOaDY)5y`eOp&FFb2jL( za-`=;RUVX+fAU1~#7`8Xadi+nlC$iCtn*~TgpP%_4UX^8Ta)~CYV>&u>*-J0%bQm=9W{QlEmBoTQzZub zJ7lFjhf{u`Kf|+qyDYY53mT=n1_!A#iGkI!Ci?B!BJs_>yvtdR_6Lh z^Mu$wbx466Xii%8G9$KY|(&$V=!!}cip1NDoWKs#-2iQD?a;+|e>jGl;1jBXU z0!XJN6vEsWh1e6p*On;#?lH8zrnsLNc6;>Zek*eXwzG2dDIqe){k;FdzsHw+KSCAs zCKh>ehW+<_ts6KZdSIWMIb@8Jq~JYkSx}BE^PxIHXrg@@~y>n#No*%Z->qSNWY%RrC^`K^?Ku-D{XQG6MSjuIr zOK~l1wLs}_aEo*@c|!&;hYZQbE2I01t0lpfYZS%7@1hMl<1H)x2+K)>T2RBEH-1~3>!=Iun}=k4qBStHf=;rUar^dz@Hw*_lTGy2zt z$7bKgFK-x|7!};5|J4E3lp%zyjOF9l5-k*ttiwL=c#GEdd(W=x zb3%h4JwNs2elMQCL=dI%soP|?Tb;&9!_pOd&FE5N$eAth(tuQ&=8}MRkfWKK!raJa zEK2g7&@rM}E~nd&%Wy`E2O>z@eg_vsmK< z+S60EanTio!)p!pbw*c2r@EW0?5 zUUwTiP5<~lFYA1~aCoo%^-XyC=#sX|_}0J~ui)o)^X+{?X2VvLCN!dHgH-0z_}|;t zDJQNp6|I$Jp&Ein159C@177K64`!QVN@s7Hss#<(Kk-?Tt8WK)-<~uHQV}X06&c>YuF*d zndwvHMH)rskAgdw=Xg8=S5z8b>F*c!ECOrZ_mWlskD75V-e&LnP>S~V-IN{kr`>0+ zPEr*d7sm-w0w5i)7~|MX_5*!6)01O`$pyV3799ftf$+Z!*JIpdMM+S5@*d zkl9Ll;gl0Vl6N%zQ+-(I2QIKzQJ&WImMhvd=}T~%Vg$$G;_sE~9r$D*K3lakpeY*R zzSUo*U{#!A0d6f%EbWwR*T;epI|E5_QxLEit8cI=k|kbwnl{8aqZsw z;5LdX2cHn>eQvSYz2xefmhk28tbjKaQq1$RsoB0AT3F0t*aWB-KuWhCU8$5$THqg0!CAku&eJ?F(gx%TYTm#_^XEzdL$T zVqSlfQsZ$fn2@zwH0O4)kTZXNaqVl*KQ@z@dg5G>4rmCoG7wuhJu_Z%LXh|u(KjmHqrI6`%LPlJFgL3$D9|H3Qg`qj&oGby9fEm9!u=<` ztr`$;VY0LXYWlbn%6-|8(Cf^3#)JHAi7B zd1u7iaQJC{=sZDp%2ag50=6;3<{0N51aro$a_k=+l$;?&SS~h zFo+%4R;2nN;eODtQ9sNNX>+SmBqbH6Xb#Qb68)Y%Z-!j}XiN0Go+p*AjYJG){fP{V zmoDxvKQlF#{s;CZg$?gUA+XaSc7E@dBfEi7Da5(WX7{=( zQ3psm$__yAB-VAQ+a2{U_;tjYl0*6T7YJ7Cybi+0{);yM{G`K&Jm9}Dv9A)Ffzk^} z|L4lq`yZ5Atm7q(^I!k=_l>TO_9e#-PeC7qm7S%NP%xh-lrvM~l6c^f5DqxMm6QFq z?9OkLf7-wx8z;@X0AILxek*i*SSuvB=&W2K5^>EDIl-FLaFv zzLLMfJ;igNDN6b879(g~AZ(Bbr}JMnSo5`ZgT;DrwD>ghVp)^n=6>MB8;&3x8RFi# zlvCGcz7SIr-QLCpZK9$onl|1=?=-_zrNLJH5t)--2Z?v@_EGZBSglGnU#6!qeF*xK z%nZP&Q?d8PX+U>9-%}UY9~lNV9~N;*qKb6rEG~DneB-9Bmgr?Y6>(TO)O@j`KT#|s zsuZ0nUbx8wrxZR=R*+ zJOcuRlcq7em!~4ebQC|Ye4x%CL9IKMVSAOvf6x&`62$o|+&L=GrTSnl_ zT<9CsO+`gRMBqblrDaIwM;e@NUM>F>lY#lfDVHvKd{cRxhVQMdbE~qI zMsP=iBd!M)Zy{N|aXV826M3-0pQf<$&L}3_u&RjGJ zDbzLyWku;5V>rS(aA7$$E3B0bNRPdiz4wK#P1`=Z`NzmqR;J!|-(M(Q=)(A+;(1hi zq|PkqcS8Hl0yEq6Jp*eUYR@TmAf{PLs?gYTgo3!P{vJ(Rdn;+-Mhbfic(jrJjMwG;VFEufnmCP)1TwGyaXT38A;@7( z~xNRxrDuBl@!#93J9#ETETK2IWx)=Lw_^=3*#v;>c<~IJyiK&TmE$_ zge*Wn6em;)Zg>FX+zFCASJtD3l=wveW97#_GN z@e$^{kf~d1+at2q_hV=ew_Q2sv(py%cI*;wXN~1Qh^PZ(Zte1FuK3dp`bV#jBMZ9? zeMMS+Yv+^-zzV_@TI2s8BwAKn@mZUQuB{+E{Do!Sik*{z27-W|E8x3(}$dbpR#@`l<=RXC%5)^^)i6N#hi?CUDEo)Jm$SxjrYHBsxR{aI!h|iO) zHPm_K3>m)AIlzovf0t5(y<}zOV>wPzYx*xY@hU)N{6^C7!ZwFZ+%>>Wa+ruBw)~r` zRRcOnw!rM3Mna^MU6XfGXmNwHq5BcC$`(e_ zIO(XyXJp4Hot1L2otn9KtmR8~FUW*H06twEKTzAIPq$<9|4j>FhGRwHt7hLt0_*l( zryN;VRfZ~<3MqPmNRMI7AFgfZMYh*VmY#hjnmgyfnogG(kW|uJL)t(CeB%&PJYSt#$3{ChLGkUJ?gEj*$=}Y zgy2!fyfs-nL;m>P_a5SARR*kt1!EO!CRcX*oZHT*uI`4`S5Z(XJ?|0E-4Ql{5fPZ3 zfjzJEuVSCU5ia{b=((~$hOC7-X852!AN8eZFV+qq4&O1`_L%Ug)GyCxv+jAUP^-f& z4%3*hDAL_=&s#c-3!`}#*7(&?^-n{;nqK*~2C^ZxCxS!Yt+-&_@$b&))$5ZGttVxc z!dIqUre=9zesZKaU^w*Aum8G#8Hj&)(Cwf`!Z?J$mKbD57K%@0wXpPeI2m%(qaoL- zRG~GARP!g%4e%4jdBTj`yn0vU6-Lj_u242lj{7#=#F6kVR%LD@Z6!pPHqa43zPO^0$>~r7>PJiGaCIBcX!P>)2p7 z+VutA#z)jY93--!Eq@PLT{K@`e7|&B{FTMwnQQ~E>l8ln$4=-^+X~-?5XOH=353CM zQb-iwKBh!gZn6+eSn7$I)sJkXtIHf`}Y$6+~ z<~OAyMmI1-NfI!^>it9o%8%pUA&^WA{=ayK*2y2&r-41$5gyKX?RTsIFO}BRqvV3; zc;5#!YyQB_oo z#IW%ux8vhBVs|(J*mc1t3DdoEwng4C3&#k}_76w)WeoXY7Q|lY&4ryA7}8*~+Qe5O z*@#2Os^r18Y}#Gs1>Yd3uVG1nEm`^RU;Ae0Q;gb==x8Ox&=|$35p2AVyaNj*OnJ7Mg<7sLMJ3%}4)y+)&nfN4QU zy09e3KpzFGQ@+BJF?D5=o z{^C8wDY`G4r`B;m4Vl?;(??b^{t77|0SG_Nsqycu9N^(%2{$9HNr}rJ%pDdW zumNN;js_EOwe(RomCO{v8+H#H!Z&6jt8yoN+|Rlh`TT1&+V1Kjl}+i;)c+ucfaVAP zjg0h17foxiCF7D}`}GYYXnsb_KAz96g&7sUS8`1;QB#N1o!1B%MgmPYK$DRfeNfG4 zj9s^n(&=|FuwidO*ugc`Ofe)sg2O!C;FJT^8@nM(o=j>%q$pB($}LTMLk=;7pccmN zNK58<8V68wcr(_jP`eJ`%$AmN#o2}L3LxJ3g%FwMmcLbJ+;pTbr&Aoyr006SX7?t3 zW+y2Ki_sV#4c3)i`e}d63x+YbiG{(?_~SC7zH`q|*gMNBEwq(Y2)aNs+%=2Zsk-ule2`GPHX&Q$(Fe248Luf2w3&vq`YH82Vy&-t{FEz*R_8@|Eg zmMLjnnQ4uz-?bJYCwNlYl%SH%BI>5R5`E`xXY0jf%^?wcxOv^mEm*(fF1VDW!NWoH z;?mAOpMt<1GYne|c=_j(#>waIZ-tp=Qd^1Mr!1_p6tFXHu#P#|V%g;*#xy zFd3?PdJiAA>2k}_mbG4^bH<`bB%#5dcOry8{(cj(@xQ zM{XOp%B-z`o*rBYmXS7Aj0rYhEBFAj@>gn1<~fXYA&Pi|7$=r&F;)}VSKFbit$T|7 z?oqa%dW-DIH9X&PcZ)K8j>|gI?(<61@2y~Qb~arTTsh>B zH#D>G2k!S(K2 z4}2Gy8MgPwDi>;|;?UBeW}J)Ix$fF`kXk0%DgxM{gSTcfG9R?wDuFgJWRr5RiF>vumReo3#Uh5FxBS4@Mg-o*N{to$4a5UfB~Va;K4# zE)w^zO+B=CS)|1YBuAWk1#y+or`7atoJ_9u{)V6pvq^F^;FHWJ0?4z2wVRL1n;XvB z9;$y04yPfxCLsZlYB2l{)>DE6sq{4v!%A>I4(a*e{9<%7@1GC`L@U-15hLgSG8Yga zB;l8pMgAM9cWN0Gi;?0oGwg2mypfTSaq(E%V$#4?d~-sAzYgGCl@j2Q>hH??+IlU( zxB85R;1TVwUeZ>c==DJi%by4`RMP~q?N7U}BDo=KZcpPa>o!R4pNJWmhH!U$c6C&e z%(FYywv~XB!M{uG4ssGL&2$AmHn3M_3ri%6{h+uYJ?A=0k>}lip@YuS+?*EQ-CbrT z^~xWRV}PLyBmzXdkH^f-`F}%RHp!FS){_-QD-I_AvV>Xwkx@LD{XZlj$@+`xmrCQI z1phQ7iQLYL=Z(3S99id6m?(u};Oc|z<5g>N!XF>*FBx$7to*ejVPu3!J*w%%dmStx z{BZR-a4aKz8vnoZ3xEC(#>Ui|Jhl*T0Wqio7~~8#pX`PGqaFOW;==?sB`pAEO&(5f zuS2Kj!x=Vjmpu~Ur>iM?0$J354F2+AHU!8yh%$9nqgHY*d+8!_$?VYo1CGoI4JEGi z?n>6U&^+psWhzvrh|~OG0UbqmS#p&|0E6wgz_Jd1r;moe6b-jOBSwz>^8cq6c3Vn1 zI-?1ayqv6M>>CUZ;PW7)#K7Ue7gR$R9H43kPByqL3cM@{-T24`{F-DOnWWyN`lb!G zql*wSM9eml6IB0cz+GV+92^1wk~`?hXG|p1&G6L^a}76$aAGtYQi<9eBfrk)j9wQd z_S*``t(JW4gwJ&BE3h~6q1D#NQ}Ud2Y)bXkv?8mj0ySd87~hwifLpY@%EjiK%rdWP zR9OBrntx+2L_s!RZ@c!30PDRVq>}wG{|jMhqd)f6-lCyp`l$kmtm~_m3mU$opti)X ze9r#cqmkygbctBor#rJgO>yU2N(bu_x(R+*wRJCNYh=#u*u}RD-RaU`NU8VXxEyU-9cz#K ze<3x-Z1?lUE?J8*za5iKe_!XaQvON2`#eM;ct?E4ogHRsFNu(G?9ReH&L1HemQ|aQ zry;mHV$1^db9+n7IUHMFqvlvEai>~_~A z=Nm(MEkw!?6ph*>OY(nqL^R7QEMIm`%@2$Ee-(>sW*_$ML?N7NMM8V zKIq1Ae>{7>-BMo;>H@+iDG+++Jns9ny?Cz{iSwr#M^|wFMwTX}YRPt!v6my2w zWkYy^r4%u7P>j@hPH#@Jo?!D~_8zLy)GNB4@sBk%r1L3gT)2EZ+vmE%akANbSUR#N zEGOtf3EzNaeK@SS;g0uz37pG=>gG5CrJfc+US>TC#;{`S#Idg5n)^ynl${&$Fu z#h%WwKg5A+oOpT2aZGYAMf+@_U$Wd7eHGo^tJe`eIcMwywd7?)8d$pn_TGZ#xVe>! zdos<-`ID#rBZ%T>|BoPw;An2~-1(cG8&|M*DQXbOqfa+a4-e6`MnDJ4hrH}-qE_G(@DQ#}+_8U6L zB^(BfTPmuJP`%gavdI0)KlO%PCCaM4a1w=y-H0Jm$j$HEe;AUv6F}Z3`o30WPL%5E zZ7k|L9@W)E21zfD4BuiLbpjJ|b+JZy=pBd?N=hcc__cR5=gdq>zLU77Kh*|&QHkRD zx|c`W3uWl6IQMOw&RAw-g1!5s*4kM}Ai~$87S6WUSl9fG+!j<*S|dA_>T0Ai2fXhR z!{1>-)<}o9kc|Z7MmrGr6n|OS0N)FLY0G;W`7G$I3_f|`%ZoaZT~p7ahU;H4$!D|kHX3YJc`GS2k^9r_gg5{H9LBO2$C6& zhx<1_W^`P7LMAXMLg^HMxV$e)C3P7o@xSEi3SkrUC9bd`K(l0%;??QKTL!HQ_cWgU z2!HLCJtTv&;)nq4d2J$yjdBW~*vf(;&b|8Ra0QT33(Wd^*((UdwFxqgHeVsxdnE%| ze0NvZHyvKAlnD;AYRLx=R5@hr$uczw7p@0e^XJsVvWb);1lM)eLGJt~{DYED6u%%F zQWnwo^yT^mop?NhMvTq(lH^y#_S%;@1`oi)ZeWffEx=eAZBftcv(a2pw3Q>8YvdLw zONUDCSZza2C^9_XELQ(f@{5C#{01G8->Sw^jT6pmaFMaUiDlX$j2TDfTUP#uHwi&# zwMa;s;Qs}kq5(IScL9X3Psx|aR913WXZ%~}uT+Wi-+x<6DXZXu(EA5nF#kht7q|7^ zLLtf567KH)DFF(ZCjNC$Eb)&hHdfWmYClfQ>Zr*=ECZ6f1Iy0s7)D@0l^FbfAR-j} z3u9>X9$Eu#1?DLQPQKcOWvBcIT~`e&mkk|3LP}oz@B*6vJ6}>@F0j6Y;kZw*d3rtZ zKW~Y9a+Nt=B}5W%NH$D1gvEE8`^c$7=asu?3xWN&55; z-1oZwymIP|(J0twFmKsMYFaVbxH5bF^-1TR@o=;7#EEFO3OeEr8U=$JD&RLZeirM} zL*qNBT_DD(cytuC=8Y4i?ZliQ8x<G~@zXvQKgD~YuDrZBe`i4TazR$VN6 z;uny**&m_<%1iI@O~%MIPr*$cVZ+s<+OPkxum0uH9Y>Z(GfZxAaR5z_R zIGy8l7-(X6Q46Kz(B`Ia4iE}iS5z*MV|1IdQfx7by0S(Bs;iGMdKR3Vo% zf*YFL5FXoMRfjR#UvwttIGjHvwwEbCwm@eE*lCxDeHav;!zf&VDb>}KC;~|h>&1*U zy}%<5PDA*BK)?}nQAt_$Q@><`yGW{%NQ%kcUwSKcNwyQOeS%6K4|;I)**9sSG1vJ= z?2lRoOChq$8u*drW2Lqs(@cplrL4u)5&N`=^xQ;$$S+G3dhIV;=kD`DI5+-MK*^F7 zJ0?>7?Ip{8a|t=pe^%S0P8j5)lx6t9YDulycrKF0a=p z$XaEYteF-eI(9DOM(VNt>(~-ho(mj40a8E~-5u4OoW1flzXYK!@B16q!FXDvCggx| zF}G2_X|!T~Q(fgT^k(?ihHdb_vG?<@mADW@Nf^a1I08e)7)k8Y0c`vPD1GNG$1`8A z(`_QOzkVzTSFZ+%tZx*r@#+MMdNBg$;dy zB%ArVkD+_s7i;AQ2lt0%-XoFD!f6I_NeVAXm1Ht7nxeNYr2;(~_g>>XimAwW!}l;9 zVFw-iQ=YKmD`a%24Ouqe!uG6m>2T(eSBh5h5anTNzu5iEB{?5admpb_pD}8MS2zja z^|CvyP6uR10C1$;lZm2T%zVnJt_l0}6f4jj66{#lB3UPv757G)Mg*HVhz3z!Uw)>? z8;Pt?NSaek3_W1odQ4AsVURAc!Y&4BIUIoa40gD?M&+%nD{1>dBL&^)?(&x#M1w%N zsbTZv6%8ePS#{3Ou6yuW)LjkkS4>X&kX^T@nz8t{C!k41f}xXrmJQS`*}9Ya{{X2*!AuhK%4MOrE0Q(;8Z%JP&5#+ml&@HXXnC{51Igw zy6e%;=Y)xLKg!kTvCV7*{vc)%7*a};foWSQkYojx!$En$Jv8f%WixZgTp`YAf|c!JtO5e-i!xbttnWHepsk;%Z|Rt z{-$Abl0f~JnEgbqJ-46p@k5fO3+Y5&lZ&S<+L-kn z=@<{LYMb3lly*yq^r{^mizv#}OG4%4hIt7Tcn9-s* zD)6F_-XDMiq#8neB2rzUG2vEzCuV+ZJxHOfRp}(XcMmTT0W5w+655yEkgV{Sk$7yM z{1VolU7s6qZR_uo)AF8dFBImwT~9PIX85yb@6u{RaFqR@?eoA3`Dtq1aS%YZ>oeP z=CVIe+h~byNf^7ZI$)+6wi|sCZF&c<-d-2ci=1z|c1F@mIFcQuQckY@q#~$iM~Uw8 z+L0-$G^n9m&Zqk#$GYhBGUXK!5{2)hKN%daKxCOx8JZKwZ!%tie#0(!2W#x>^>A9N+> z1Sq(Q*DrTc>&9@A8k=GJZz8A0Z&Z*l#z^7?e3D}wZyKObCel1pJn%kWh!}aC9nO>x zAMI~;MMiLX-8twym95^-ajDS;a#Q&WxUBBntz^tUEf!Z?Zb_(c%T3&OZMcE=+P z>AN{2bIA9{`;*$cKb+cCk|IUG6n_)Walhz2WJ9_+;HJ6V`nl!F`ONO^2pM;7_<*Bq z-e1J?Ur4uPUk8Zs{Wr-KKT}xZ?%I2wGSN4rGvi9w zE3ed8>3iY1dY=fh)c42Ls|T?!<)HAN#0=M&(U_mLA_zhfz?P_|L(QK$0b*Qx@3VJ^ zY>loy#XD(aW;Wo-%z{T=GU5=>N=cK)LG+EA$S6rV=kobKJM>e{m*cQfSQGbS#oC>tg_`P)4b-=rJS2CvK!K|UL(n_2TZO@0)dk*j zwWXua|A)E1jEbX)+J@1=-Q6uX!7bPjAdo=N1osd;xVyWBK=9xY2=4CggkZr2cXyw! z3HS57-&yD1Ie*?>ELIOp_tfm#wd<;DU)5XZ+LAIV1n={p>en#GHP924|3|y%1KGzu zffJByiNTQ3fN3I*MbRgF;w|Tqjkf{Hrg)_KNnU20_kO+Km4i0;H7d1~?FHC8KHAN@ z$S+*#_EgHKM4{-nit_csQ-4!$SKR9;WY!f-3~jt=B27W%@N*5Qbp9Z^4rKI50HU@< zV12V%$t0lEBmkY~o#SJx$fgY&0dwyYyJt8ZD3aT?g=M>`=qB`#kKz#;BzzrX&xw1O zX+HI3&J4kE%)d^7RFs6jys-9%07gg#N;+C}l*k*QF&Kn*D?>nzOq*_vSQI%8%ToqY ztZudZIwbWWc<1l`=E;WF{C}~iSsqsFp#tiG_KY4Q7nY5JH44n;Th>NeD?G=X)nGrV zA5&)^{npT`;*RO-$8!uD-wCiJ5t_7exM~<(2Qc$8WZHlz(!H7m!#D#QhLhnu%$-C# z;$rT40_czc)@ehC^q<@aJz9`L%g@k35nZFd=(ulhCx}aoQpwe5>Mua41<#XHSZ>r^| zWgVP$3%z%nt!6328FD)LzIDCzA7$WdX%w@Ub(sZy}n_8TFfuwUNmGWs7j4`~WtYhLI$yk~iPwUV;~ zNkiDuJXV9UG`QTFlK98Qd%Ac}~oz;6Bcj^(S^)w!=6t<+-jU0L|0q(o`M>5_(X z>q)TZCnY@mtxAF`c7iSvYYTj#V#Htm_BgzZC8}CRtNTgo{MhuDU7NhgDhvUR|bRi!oM{%U9TrOGHjQ3})b>ed@IR1|> z&W+@92PK6{gPu0}KmP<;jzyB-FI_(fgYM03Eni0wV}ia4HM;y{T$`Sx#*6~ z&^uA%Bl_n*;Tu3N2K=7R*lhj@qybLDPf;$80DyCJkfEggPq+Gw;90lI@8{1MmxhsM zI50tvXAK4(a56-ikt`ARKTS@;9IbxDA6m`RJZd-_6}}PBf7lJYg=XAcoeeN%^;`uv~U)<^&5z20(xYz%RX ztuJl@zmLa`T8H3K*?Rv!(g8YKIt}(gbyuw;$A7C{9Z`sRBs{(N&Z^G9m;aBBC;vk* z*=)yF=hZ24=9Vz|5KCW!#H6+PdW0;)eCNN9TM2%Fk6K}RWi634o_jbz^rW#=!aj=# zVb;7-WMjI)i?GzY3n!Qbp%OLsrW?165X%3042=JZr&9H!A$qp08N{ z=sk{j)DMo9SP2__^|Kxv>N3`wo-TMJ2AD*cI7^h<@IODr+m$Nx8on=tkx-=*5!7`{FEWnMEYhQr*)Ik z=!N0gj9>KwH_SkF0UW*~ZZs=Bwjrl$*uAu||qw9-{PM)waP>ZcP^j&bjT z|K7Wu{MfxQo7)g^0%yojCWkQEAJt5_ohNI1m?k~~-WZs?0<}3>^3Q1;_4*ABVc(t; z+)ZCJ!0rxHsuMTp^DU44OsAvS^c92nn5&SWTv7Ftziy%ZvDi(~~3#_8ca)_N7MWdQ@#S7mXu z9JSj+wDffFG_sXv#-aas{DX(-*ERg#H#3~m+W1#lxWB)wOh>tZ@W-Y1zd>Ibt8_ewhS**3bpxa8wT!%8&CuG!%C zCIt(_nZPBoM(gZr!At__WJsw@z7sN6^lgH2l3bOc;@8U+rwgO8tfh9SLdxlJ)x|5E zD-Mij91?zzawJ2T@JCAz6B69;F%ydAQKKZaZ%VS@+va8b)krd&iaL3;-s;U1bB%pHxgDAAeVC7E<3D$(jH;E?re1#-82;W7>D8E zu)bA_=p$`+x-CfgYamcJ`u$%QqkLO0F62b0+)o8FhvTnM)019{#^FHz7sk$r!(Rpe z1_YuxRujmz33CUVT1sS~E%HCm(`E}J!l6pxt4AMD5tDJQ^d?{Q54XjB6o&yJmcD|$ zV_r|1k3zt&-Z-iQF-j{piQqZoE$^uMuo)BXJNQjkb=7;yFT0G+$|d!*G!z`{^rcG% z_~nh(G=^n+huw<3^i@iVGPOiKi8QDF>`z`(9R8*L+iaCM8fKDkFzm$(UN9L!zVajm zMMP@va#A9~ImVk}1?(z^a;qNfOR8PfJFTb7?T;gkM8-Ls+?v{Va$06*$b>hfhDTpp zL8vduNzW6-a9tL1P6Uxonl{a@&O1oVLI~d`-G6=?YUg_E8}9bEozLh_wtl{EnN_vT z#rpHw-<0>&loaA#W5ik>CT}oQG`37T7r0PO#{}ccE&YeOk$^XTfbYDTM8?_={3+j! z8u=!dLh43y!TkZU@kXmMVU?PqZCG}uvKqTXq)FdIG!SY|v47YE#2`Fm&crJNv&K|<(c=x-%vwv;@mmeZ zW!m(k{IJwU%JLPv7PfOXkm-j}SGaoflGzgkMY zn`76515`{hfAONVCivAWlI8(u3v?}%y>TCtsX&Dvx~qNoNk3%T;ZjZHQH^pMu4#J%28ucI1xcbg9%!Ybc{B-WR+h1eA1o-}9~i_4 zxv>mOPkFZgrA(7Lc$Hr(W4HckK3Hd2>9~okNKb%USv4+z7HX0-=TZyb(b{8~=sl6I zKpFs6}Bo&~k6nD17I6(Z<+`1f6n`Fj`>k z_4t3G(v!O9_~==PCKm`#Ms)dkn;-PQ&yMQw@T1Y$$3Wy?^%{dM(w8Wu=s9x#2C1V> z*MN*^Jd`x@`2vCSV>j^(&y4i3lN5wI+ehK?sOk1c%C(CM*!!fF17q~{WHKu3YuyJi zZti=Jk~R)`4|i;w#lrd!SezbuV?>igD3OWg9CaVY`eyk0nN`m|`4@;;XDLRItGN+- zxE3O;;!w5z*AWMvtha@!W{eGK%^agr6EBqDGn-7=R%H$;QN+c$=rz@imSAXS`4{ZdePR*r?qBR;+@+g) zC~o&yB)UH^VNzZC^u3Ui2Jr;R_r_;xqp-EO&R2@5%x^4G`VvKV&!U1=2 zp_X(fU=C1;sZ-n)5PJ_#AQ>OYOs$0?RvsD1XSQ*@elpzun3Ox#6ja1oc6^OFEnKOr z%@P1J`9e&RmR1&{6nJK4J$$d-+W7}!suAhv4VK_$v~P_ZMbv^1gC<)7!ukjpTETz39_{4$G+R`hK=V&gl0_%aWtu`V! zI2rHTCt$K>_t10uoo^f#9Hw4Xa1@nI5SprQ!&g{{kkyfHckS+r`@!}Uzi4Uuit%qL zryl_)(4V|99c%gnIaI7g@5DokL+wtT;i2S3B`b;$inGe)Jz}N39f}U9P^w>I_Wl;m z!C81-e>@5+!%}Z@yP3~gl%+^->xTg!#;&38D@`-jU+E>uL5Ec>em)#=H|ao)!Iz_H zq7i9nKPaizf_Q*po0)xqI|H=}84=MOosbS<(IR~sW}={|z%sq1zakIl>9ZjxPHI!&K`4r2FZPmq&Ad1U`0ZrpE;D=d!X#`pY$3}Vkd^?a;>DRdE7li5Vj$l|k zFgl+4+{q5p4slH0kVD<>*a=*|URpH8i&H%L`vbL>!nDQz)>A(QHxLG+KM%2%x8 z315afzlcMxR=-z5iKG_JwdEO_YmX>7ah^$mgmV?pjOiF*I>l94iW7-__6My@^Gh?>79-uh9(o#sNQ9`g{dw6&V`(t(O2mIf>+{LBG9uZs!NN+#N9Oi`6+NHT_Rw(+Xy`X0`0b9-suSi&rrl zUvsJ$AYU)Js&8FXu^^Gkp~~b!sbPs~>qd#9CnrJflv~u^GjVttEEolHjWr{S46;w} zU^(6omJlhW=wp(BP2DZLAM))wV@{ZWL0W&k;${`M>^#%&87}fGp$J{8h~B;3KC-^vwM+fB_X~d8JIr$v zXLD|U#XbDRZe!{_J#$cE;Oh5D{cWsGGE0MvypD_6+ApJaA;K3tr!iYJ23^5v?OWuh zpZPoPnU6(F2D;dre2jXka+oyJ-#1Cy70@GbSfN|vXMtbR&uN5NW?h(Hkt<}EXlY)& z%z2E{M8vrc$@GG6O_A8wT7fn>dtuvb3usMo>|H5ZXbbz!VFZ=K^T&UL3x&lq%Yj0E z_6elmrcW4b&!KQn=trH+Fakb-6#OxQMujwCL?|vXU=AD2WRpu%#Hk_F7U=M>I zT=%L9NXn(+7!htuJ+WR5s;)2XNdWMA_s))+B)Fxg{^V*d9v%;LeMLarwZk)T#A;hN z9$g;k{C;I|SeYN~t?mBi=YpSLfRmHup)l#x7zyNm&sfr?^0^~+S?fVL_Wmj$G&J(9 zwz%QO>7DY$ad_a&JLZ!|zqafgp2q~WIVtezJ)3hL;(~L z)Rn|ugHw`HGTVz2rO=K)CF;HVqcr1F?qU`q6{Sn0!vTBg*}}_ zXfkIKb_{kz`Ob!^ftL+cbUh=Kc=CApf3yHpgJ?)g-9hgXao@4K!Ga<6X41u;$O3Wm z(tm6+txyn!Wn(QZ-&~4P^t08Yyh;x{$$~|{+cYZJ6YHtp=dZ8jFWFN7$?St4@vc!l_N%Zt{SxE8Rp+wUWcdtDk@+7#bv z1pMCKUL~JZw8_W1l=>OoG!df$orhfYRAe+mKcfl)nFSsJdV^?{_(O(nUZ7PwG%{6O zwk7CrGlTif>@g159@ThEuU@77UR4O3M9Z%srv;7_E%Qamth@`<)|uZy9$RzSkM~1m z?5ooyO9fy#*$-$b0`Zyek(t6tR8rtPFnOtp;rNRK;KU~H)H%#xkXw#hP+&cn>UWQC z{S4lN@0ZLJ&+?r3^sbc=iW{%ky-sCZi)yp9PBL;ziaSRai>O6^mS0(6Svb!GS94L$ z=ge1BO=M3K&`;6nkzL$znHd=+3jB6Hqhwb=i;JD;<5;gima!a4=VRy zL;C|2cV-Pm)VJh|k=3%PuMi0q76Zt)#-2>?@2417eU7;n3C*C4 z{er*|hyd_;CudY;s3;6CswbnlX<%8|Rx8x3(E!Kx`6c7}fHGHrLPhpu6x{Af=+AvrAeUZC`k4f$T#~IR0wQ zSlX#o#IuVE!+fBz)>e13OzCN>EG~->b8t=b>$|GPhb7;uRR5X4=_b+`O;N$q!&I}= z8G=@eOgBjs^5YJ-fhbqu`Mo2w>UkA^du=$Orf=p(=auJc*r#G}n9o&WU23Y4@Ijd? z>m+Qqhjp>Z$ta-X+eW*UPZqVvsPM>vAV;j#9~h1FcWOMv65_HPyI>cI)Or_6;h@c_ zJtaaLEW|~Y&`O{N`)=tC!FDfm$)B z_+2%Zw5H=$qub$#qk!MP%DdJ^JhYj%dukl5_q()eV)f{tW4DK$0(0zvq+j>mWsHxg zek466e)K1*&ux~%`_VndhrF^> zLr^1h{q#eJq+T6<0)Hln0M}ntBOiA*3ZGfkKiRWX#uNdoGZTDVTV2zC8ZjF!xe zkHZ7ak4wjn{_PehE_9f@2?nNl^x5~D0lQEa_eK~E>TcREOD$-rB0tOPI`$P+-+JyF zSGUkrJEOg@HZn~+37h6mKNbJ?fsQV6d(2oX>^hDedrh(FjabcL`jpM&C*EfrqBMPy zy^St50RpE;Vm1a7ix+>X=mrx{x!G?7B=L!$;W0Xf=9EM_W(l||?hmQly_?nrU3QAc zkHvfwng(j8b$^Rr<+Dq~p+ed*w zAP#sy{AciN>xY#>&03-`Fh`>^ip(MIJI<7Gvpm+#Q;eA7+BI#rgJE=aKdS}0`|z#jjIY*UR8^Uaix zbP0#*~L1 zwj_j`Hvy`xgpU*m^+g4fNoFi5UY=ws z+@v;Dc^6`ZV>Cw_G}{MT+jssqhJKN0>wAOPy4Phfq|0h7%2i*oU#61?#Q;9GT<`rG zK>%OFs^W+QusZ*|?)CNs^oJv-p-w_hzN}xB*h3L4w-nK1(Gr5?6rBdc8q&AhGVh?Z zC`LHwUA_UyFG}_xTxb2@b9h8OnDP*0&SKY2& zjXV@__KmctkpG8OKWi(MDkL>Vg!yN&o)-n+;rQXK_@PXt{ztH)iM|VN?d3$o4YAjW zyGw+bWdux2%2ywmu1m$o=;7KTUEDLRJV-53S}q@<&T}W#3EUMsKC3nI;xi{MlIhWV ze^_!IrQc8YSy>+cq4-|Dvt;>r4T0+bc?ossxfm~0GVJ;FIM?q%4T^`2jcr{?%dbRe ziIhePJJ1?i-^l$yKJsxL4C9}sdUY_XVin{#(?@l6ma*mvY&ZN&V*4m@x_B(8m{oS| z&E`{1?4@68C@z4g3#m3*f$LE!l@@EE8cU4{db4=FsRJeyGw`ErLCH9V9EyyVWqQr- zN|BCp)2~HMIlfaTGm(G*6{qvHKm2*4(=wNk&`9z`BcRG5NL#}kP(>OgkN_rF@TyCB zfhs$xzkNnXjLtNyY!Hkz%DzmlGkc#)vEdM%{fCNEX~jLS_36x%b3qtj0%!>LH9!L501`5U{^I*#;U+6b}xBXUI;dabg~2tT64U zuU@%JWi@o7K%c~Oi<;wr&@Wf~XgUeyyM+fYz(pMRmc3ft>eLGQk-ArLb)jG6Ra4TT z=<=l-jqgyrtv69D2zvC6C%Wy-^1hYTc`&S8&9LeS?|#*(q^zP(RMN5I0PYtN2Le0s z{8-l5UXOSM!t_1APKRf)XFKdzgG2qqQGltfSTXAIN$}DKg9_@hCJfyNxPGiAhI)|) zkz2w7W>^)>uVVx4DHurtZ~vGr7gVp{z~N$0BG;axrRfcN%`wXWtW1rC*z+Sh1$u zq)7qiv-_r)zkp5S-uAQbH_J8SOh=sIZRw^m zGboDv8?xw9M-cGc)>;#elNs=wEsg7zRO{?DLx!-zjp)Nz?x4katZdmal3)(=@o{Dzt1Sk`^Q#0&1j!R zWt5_#*Ndjh_gjL8%F7zujIO^cxdoRyd(Og!;tt)(1+)1@BzafNT9B0RXR902t8@0Q zo3ij$ON|7Tj>0r*scP6fG>7vZ)+U1coDX{~%kIg%Pj($_1)*OjgTta3GvLK;`MghV z%TDIXmU`?ye%d~EE06q`Um=)B`&x4QQJPBE(J?;!;LL1CXM z15a)GZh%8T&}9H2>3e}ybde7TuK&&J*z!LCh-I2e)#uHp}#m&grlWFz;I*^)B zX;=FaD|+hkYkZW(#jh(43B7qYpSe!;?IBiFbBAW1 zC2#Yd==xt*(-~$R1T)NO4MLz-TD6QEeLYvH_Hqh3t2 zga3POtrYs=lmF4Ia#)J7%t<1#!>yT@Z(qQ%6^`U>P>(H>??^@^wsJlOGCp=*ap1il z8Jt}KHVNE;phq@^R@-f9ZAV=rG1^&k2V=vH2~)%3b#IPdzW&N_l(kQvUu{CW=x*h; zCq9T6v}|sPW&QatBnC#~YX(-Nq}Qp>g^ulwXRmmZR*||w z7V$(z?-sAQ2lYD`ny)m7wi^}#gz<>;Sx&c*##z9|KtNgdW`L8H<>zrNBx zK8;luR(AGYtXgXfw>czXg1x?IvN~i>13hHb?<|K2Z=0m_Y+G2+U@>Z>LInmuz}W~$`AWke8KGVQFqRu} z;7{q?uHBA4p!hPbI2C?1hDD`-ZAA?0=vTeq8ezwJ%oeeA`Zn}Mn4@E- zFwkg#oVNqBs4obvFv;PL@z}%|6Z`W1L9YkB9qCGns!TDI%o=Msbb_)S&Lxc=_V+Ee zRZ#oW4D}O6{)a_!#cc*Ip2n1cwjh<;Vxke{-OR>Lu#umT-C+R2bawy3v7H<DOBi{WB)Y9q)LoIM0W>1M~UlaD}J`OP(lJU9e8$P!h9Nbs9-E^c_ zyp85SV{=w8K8nW09UrLwxOUk!r*^B0n~f5g@+a}F+Z#OcDlvd5=DJJI)DyqHQ;!Tv z5Mcr!L4JczXJ47ZWfP8`+CJ9_Qabq=*Z6dFvx+c&%&pfuM=HR8H;pz6{(Wl^uHf$- z@V*{Q*vhaiFWaO3;GXdp_Q{wKzG(ef{!w%V2Gkqk+v@Y4Jri3neEbC2g1jO|<|AXT z^q}h1>vC0a2o)Pft)1u22LNlMZZYD4I{-+xh6Ft;{Q5w!Il13X7~*?2fw0KebaM7{ z=;1*5uFyuYI~^CtOG!YyT8r*%Jzh7Pwa675j7wmpET1qQ)SPR|R<2pN&Hq?r$g%z+M}W@;AcK%0hO_ z>Nb1+_>TlAw|DHGp)-w>9~kuJ@$U*`S{xE}W_9wceG4+$?c}K z$VVjtrHyfZsiQ59-75y-4bO82V##mKRh;@67wAz>egJ7T8cts-h0e26rIaSDDlghQ zm+irix_9-_2&$1Rjo(&#u+#rmD=B7GZ#pShL@yf(YS$N6B)g^bM4obn5?^a6m08NX z74q}pJ~#tKsDlGNX(SZD{q68`+b5msjmXB|v5*v#I5o=hhyGy5C{vbtuf6F9a~e9q zE4qd9sm0w{OT`lyy~hs$gJud2r^cr|Nv5YFls1%rf4@oqI(){VX%TOZgNF1UGhkZ- zFasnJ>2mKjqP+_EBkguj=%b`e3PPm+%Uj8YJPwwNj z$||y&kRd?DO4Z*dV2CFX&WqQ}qH8t2`_R|{r)|tUZqI#K5q6uynalw2BRpZhA&bxq z=p*DL@d_fNt*t$oLH0MkqD@9VHdGbhr?Hhk;ckn)R6eGF`SU5Wd=ffziR!l;*F3J@ ze%F>ze`#j{R221nwQCaD2X4exo>^3o*DdHC{Y5(bips-bXy>#&MV9*S2SEmL(FYj3 zQMJKPzJ@v8l=9(ilRoOs8_1kvx-GtPMbt{(aP-tFx-?6m?g4|;|< zA!T~T;q)_mi<3tLgR8OPN0QEu$+HwLx#Gm##lKN*I+u|9-4VHK+Y&FvmJ0@ebrTah%?9ch>8K zq#prut*`fA@oxJ_ijNL;$gx)1-Mq)T)cu2m`cL|^39k?QxpV{eXUyd%eVcP$w307n zMN}S+ajU;>!~-0#+bq+sPrdDI*eyJ6E4IcBsLhnMV=-oka*n&1g_E88NLj0(4_2(f z)=bq^|piP64-=6H6qRHtJnVqHHrey%{^ixKnOgkN+ ztO)%1l*L^}X@(oo!JL0zS-}aAkf`Qqnu!WyGl7##Vo{oyU89=Ch;iewTjUnh*Oc6j~1p%>d{F9KRPMS@Bn& z)JtAQ3d=P!Q!xUa>O|*}T|a%SaG7Ao7kLn=9lsqN0$~ClZ+RD^XgEF$7ti2?V+daAHe1C&f2S&pvqg37x4sHrn&%*o)8~ zUP;hugp$<%gn=gWWXH~_XQ6>dW6EBfO}PUwo>fxaG}6E}^G^Zj{AV8w0RPJWqS zq(?Z;gQ#9zA^T>L#|~JPJRR0_=uEjuwO779=`j~)jyKRV`|`!~py{gJLX>w9^{2G4 z2|b%Olr(8Btg?0g^W2Y6?7syi{g_L_97r(`*6}%9AE(gYjUN`R{|%z-CK6MH5A8sr z^T^%)_!~P|e^5D1XacV?%c%P9F;wTv48-MW2t~sy5Qb`9Uc7ET397AFX2Se2(k;h& zS}~NqP!T&2uIkKv5H0in&YlVr(0t@}QdIpPi^vm>SZ{`0Ibs@ML zgq{4vv~Jej6y;?MV}Ta@)2l3eUbn9SOoNsFzs#=6?7ybcrl9WJFSfL8F@U;@Gnlc= zX^j!%VcTcoQl{YkxxAFrpD>sp$K;GC)IY>p^L-PGxX%~TcGZV;@;+(4tkpvvPLr=a z{!6vsjC@3Ade8HeD@vPVMa0w5Kkq=W#glqA%{=-C%6~==4ejSd#Q*>0v>XL^?&qKL zkdJi%q3Fa7ZWL};!wN1u|8BL-{*>^3K0Xuw7w4p;{{J{Nr_J-P8EXkuPuIpsjo-1x z{O9vHu{4@H*6r_&JsgFd)wCp*;{MBuqQvH_6DSs4a$ zh07Hb;BG}{AT(Ojh&<(P1hZS;zVm<)mldvUZN?NlM-;0kZqj*5G{sFVUT+I{*mmf* z0e95XFzV6Ha6|w8U3RA+?%8sYPlG@3c=?Z_LYGltd&;R}or!&Jwb6(Lj|jk4cEE$M ziJ+v&4FAQ^o-P7ZX-Bt}sTQ5ajW=JoGkW_6;~bxWkcCsY|s@Kn>{Su)gtjV zSsI$(e|YPqd}mhv&;~Z?olcygXPfWe>Nv-I?*9QpAcCeM5MD1kB0+EmS-zZ3t*Ey- z-9WJYT2NB34m-4oF8us6R@^oexfrkQ2k=~-Byn~j9&k1dIX^YcjGM?V*VMHv{GIqH zS&^bWFJ02PwVEptTpxT{S5r#ijf1YVQ9V>71uHI7<5+~XnySa> ze%Isv>%Um8r@1EH`OAYcLVUsp!PV(9!urSBB%RYqA~vvm>n4OVD6u{mW#+mMvo3ow#4`!j@s_-p=r&v4NT?1$@Wf z+5h}WCXQ3g53&xd{N8B@Q~a3sxYDc!QYy3K7o;0Z4=o*g4Au9_&&T{yJG1&7T7e2| zbwEQ&>c(F>`aG*L|5!jP7W1N)@4kxq+3JDBN}+TVZkH=}Z15=ULVQkog2xP_cYi>? zysIe>A(WVZi%%4=U38w~VLxZSNN$SHnsfy2tGkRGe3=aTL#~-jt6tlIR!~@$Gy+0Cj7%VP<~8uXH|V(i08UAZbe2v6NRy`? zG_7`<59y(arSynCPY5_B%ekzF6Z#>l$*N3QC*Igt`?2FJi1Covf-WKV4`Gi)Lxz_&Iw;I>q)$ zD`Y+l#8Vudy*1IXVH9Yd0T#4>@mkw}7qc4wC6t9zU(rh`=|GK~B(-RzhI;<4|ocQctPY~|^ zs?*8|)ssP_L>SOhmKRVTOiV=<VBCGsar?6_gtfW z>qbHaz2syM-JV$t>+EBjCSDB7t!BJZ#Yak(!um1^ASK?a&`B%})IepMS(aV$1F z2}BitDPP5=?!?{A9$ebnTPPJ*z=K@6yqhnQO;fa=eaCT2R$KfvkB2kO^urLTNck5o zu_AC#w1SK55YZ@`AN<-}!o^P9D@?QM45yu0jY-*vp>LGIeWClTHjG#naBWIoFSetfj>L$acsGcQ7)m!xs8=ubNt3?s}PhZLEM)gv7VyuythS*p|3xQ(+aP@Bv^F(z<6)XRI^ z$6GFB@?Z+ALqV1Yk1JjSk;)FVC(-BljTIFL0sT!joh5ma8nQ~(mg0%vdVHJV>K2^A z?(R9lvZGsXIduv>@N#&)qAW)=bmc`cxHQVF%j2jeq-aKnL4^Ie6XN*j6y5rVhoyQ> z?@oMdplwR6^^@Z*yDwab^t^6Ncco@kLuMdW?{Dy)a@6SW*x#s@~q1 zx^6T~mA?x+qk2T?6UCL#P`U_(1C{UN@KICiI{Ae)0MP&^P8|rfiq0Q98H|rp{>e7p z=b2f--tQo3@5c(v&b*1-$^S{tY(8|espgYR$TU5BfJVjRl}a~9xFIB;-HNvII&SD^ ztEN_XUZZ`&_wNNhX0HeuL!@V~pJ&v(Katv5nOm2xb}e+hr@k*xJYMR#jb@jMyj5-j zocz~=9p=GKQk8%FVfVd!A?3yaax6phwq}4s)RO%_(R8l*%2;^epb``wdMv3 zNc`;eqW#^eO8gB}r`C>0Z;@E5_Duz1Y3xMAt)l-0vdh|J+6x@xNKhsZXIO1}#VjeV z(lKv3`uUEh11tYLW9urNng^(T&kk+_i=L8)!c@|B_}ojW7}RN`_wMo`bUsM#<(`rW z61g$vayFU+VdAxVMq2o_jz}q?6WsfH+oC#7`Yws*0Itl#vXSLufSo~U+5Xt(DUxL% z5m-tn*s@DS&?9nl%9PifzB5n%L5}V#pt9hjuNTBgMTnCZ8Nc;@Jo{rSx1%41qw{9< zi?c!{;`1b1$VaEf6d4tj=Zq&Ueo|)Ws-g)O=*!aIMZNF&5Irw-g~L z*dP=S(tbQ*QW?5P>#SfHo|F`O?pDySuW#q)m@xF8KSVMa^N2>}tdUnx*tm!Q6m@I= z6692dNbI&ro&^6Zb-zW6gA5`Z<74|{(EhFNSmiCvCqvh=kDX! z?|1~fY~`3MG@ydakCaS1fqfbO8*_LXk?Zpxy)!G&3X0;UKdjI)(}7#ozvq z^29YLOqmL589pCjKstiQCQ=U|P=)~KtApG9nCp#>A%HUb0QyEjW_MC{-T&S7Lpz|= zi!8uWf};=fhh1UdNl?-2m1zqr=1J!IQ%|-_D|Y1S#W{JEPsn?x==S!VEaG!pd9kM~ zr%C77m!5D5jhLu>@5D=vPag`g0FaiN5`}d{yF)C;d@y@^Din_b8MwE9)DY(RM-;C$<6l4J%Lw_n933^FfVlQDlvBBv-sOHY;DbA^%{I4Z)L*(d zJg-1MEU_i&i;;&&fB!GE#$JlzAAXc@wFQEQos?JX;pW2h;bg@>)L)BqmjmX125e^e zYp4j>BnB)WSpFO9umF?RLmh}lbsy3}A&l_^Yju(;C!SGBJ|Xbm{{vh8uQ~U%0>pnn#G>BB%ozLoA~L=moF;D@BXdDq-tn^`QmBO zKp_7D{BUg%soa8--cSO5Af!piKp{Fy?R?X3JM z5r6_RC|L;JqEelh{11c4))hPG_NpPVRlZBAq|M+}oZSB#q;bVzdE8#vb6xz1FC?_c z%$mxeC@V~u_{+x{n2D)$@XJLTDTG;HD&g~h6qlX2i!kc_1ON5P_9&;(rBeO>7rd~M z9hzZialaiX@z!i>G6Z89=q|f6bF8gFD0>lb&~vvFkLAXgJ@;8UHf80O=gw^5PnT=L z>RTx$98hiA{`j)f;MTtUD^zniK(DyGMMi`$G%=NT$(WQ=_Pb755t)d+rdTqWqMS+X zElT|S2nb|ah1b3wAa{HDe>9wJby)Hd8Sjo8f(`|+PaAH^{=~>sk8w}CI_-){dX>L8 zCIPgAkogcgYZ!CgsHaH-p~UaBYY0K&gUF|gyK5>1>FC&2tWu%-wj-U4$)sm0P<}d6 zc%wt_mO|vNOk3&Z7dh&zk`fNG)}$jz7#EODly@>gFb zQg>_VwSWGb_%;4_;-55-pxpxBEAq;rSZ?s&dtUK>WHo&Kjp-nxpfak4#wvAk%cQL5 zY%C}`1Q6~HfC-?r7Q(}_NN8kgOl6E|>cAFZi_4+0Uk6C7Y`|Ll z>Sxv7N4YCu%%jj2h%fNLg#Ykfx$JqNm%`3t66CLEV#2_Z0Es#6apq0ChLxWyw#H>A zcf})eEURH`4R67(HL`Zx_0HF5Jo#;Nx#ExA5$0*moFL0MI?tkfpa_F30uxhdZYVpS z@c9QIwl=8|`a8vN-?67=DDMWhiYc_s4&Dg3*+G}ZGVX>E5$27eb90wnT5u&iBG{8;-=hdQw!lE zmv0)!+VC;amM>imRoQIgU-?FqiZ6Hl-4Co*`xMcp^I#F)E*n3gs$uEWyI%(^qNgq_ z|9-I02L!E4kK-uFFzdsxoVYH<|HX_606my3P;!*IIMTOrqRf4Bw8T~16b0xByo0m3 zKoujtE|x$cl1ClgQ;tBS4F2kDp+UTz_-ep2hveY!p#P~%Ke2@qn4NZ_wX+Z!o*nAW zM$R(6>=tTO`jN!ZnV*=^u}WAFr#r(;Zl@^r(D4`h{Rjx%+q#s{5e3H2AO*3x#B3Lq zI@>d0AabUHkk^Lkb+Sfa&xUxS3M_)yq(C(+*|5?u;q3k0dtl*_m;#EI@zw*4yY1tr zr~}cY{27WMAG!E?QSh@qR*L=B<>5tN&$s4yk_rMxj>%_nK(*;Nwx_tVS9HM4te63L z{B3i8bKrNSVic{ydtjCN_J>6M@uLk+V4lc((SH+yd0W@Q{OaON4VQK(4NV0N;qpS~u z+U{2wA|kqj7?C2s-j$;!#UF%laJz0D2GwuM^8`$`&*xA4;HhVg9*H}1BYT5KMd~6D=2Bt~s6}lHb<0vr>P~FRHb9=rFqMrL; zPeYjH9z{R|n~D;A(bZ-n{wwd?A%bDxWI~Of>C&m77G!pk&5CVS-mZ+I5#&4HCLsZJ zQx#op$MFFfkEWCtM z{B&jpD_c)c^10hcyMC*{Uh${PJCqm4o>~Jnt%U*etmHJGm&*_oGa}+H_lv>a?G2T@8|6W zZznUXXk=Ua{#G3CuA;?Tw*rR`IvzU+3m$6rx3}coKIN6BC@{&`ws}GN(O$NRQGZq} zy!k*WTG1zRa=-JLxr^s*zkYG%lUwg4{j41ozD#MdUhg+cGOuEN@;6)I`_2o&10g)# z;L87O31axzK35x5uWipYNPIc%ZAA9fwPF#UTB>9ela}z^Syl=ecoRHoqztUe{>}*e z`#5$5U$yxkla|~2{UDiW(F=)y84Y^<{2QX3?s3bsTeu4UF1g|fNf{#Ex4r?F3U)r0 zgADMNv%do_B7%T&5%PwT$sB>ku5H5__MDk*c?O~!UwC~3vmqG}ICXXaF(Mriwo5DS z=K~{#1JmPUkKDKsv1^uLB4iUy!GZQ)-@iTVh+eWA>S345&;GL~%63UM?b&*r0SG)@ L{an^LB{Ts59)f(W literal 0 HcmV?d00001 diff --git a/NLP通用框架BERT项目实战/第二章——BERT源码解读与应用实例/assets/1610378282775.png b/NLP通用框架BERT项目实战/第二章——BERT源码解读与应用实例/assets/1610378282775.png new file mode 100644 index 0000000000000000000000000000000000000000..2cce4c5ab16f4b322b2b369d8cb64a1abe8fe44a GIT binary patch literal 44144 zcmbTebzGEP*EWoTC@mmeN{V!MC@m%3-QCR)Qqt1RNTYOj4k^tjLn95+IW*siUf2EH z&-Z)ZKfZ7OHN%{-_g;IieXL_0i|`K$QW&Vjs0auM7&6l0$_NNZ3Wl*-I$7QV*E{@dabUu(Uh{M)o722ua{^WdANG)&QdZXBg3pyAMJ zwR}6t{a*dk-!_oAy}!MjXF?ZWuT=f+p9>4+Ub0GiC@M~JfBQc_G=UwX$HSj1u$suE zmYt9j?eg0yA(&CHS0qdK`*j-!O1cC(=4j_ikSxXZk!dj9zx}dRj>iM;L9(D0skOpC z3^8WWz-wSOoK5AzKI*e6J_xUfE z|7J&!J9)NrJqk_574#has*j3!vD#|#A$v|yri=b}^jmYykA#8d5zVOEx}0I1!#E$i zR#3o+{|p&@XmHTT(UEn}j!t&>@ad-iGPBOixGY3-;0ZypW2uYr)3Iw4v{8+8-1d8; z;S&4g@g5&o%4FNH1gj=zl>+poC4ZyeYSxeXwgJc(SC(7LpmN=v{?zBRc8NdpXX-sL zIJnGmccZ>|I|jGpcVxAiE09fgT*m{i_}|Ytu%}mkl2M=jK09-FYhlTW{swl3VUvkG z%osRYjzTt%j=X(vunF(D7eWvc61wU4zj>-Cd`Zp4#WnA>nZ-+rnVykxxs2sMkRujG zNIGERSQ#v8I5h(%`_OKTNMf_+xdYw^=XcPK;fuS=OKV5Y_O6b>hol~RPJXq%Z7Z$X z=c60_+tD>$E?(Y&mitR`u#O*@Xm@b$B#rFFO~lT0)6Us0vDUJ`2}|^H#^`NWOm$z= zVJW6CAz^+)13|#`K?fLGqypPvt#DB1}osoXw@m5w)m*ZF?>==B)4 z!a;tgt5C`|al;>bJwvB^jYGqji;HIx-JXh?(Cli(`us~#(bIstJHO+TlPXO{RaI5T z-D$RL(7D#4|2@d>DAK_3=EBL_+k5LEE3F;jTY16M#&RdKh_DV9!?#I~t?+6>ef@=Y zI-8Y$HqVI|G%#p){*3=&BJgBW(CxqH)T3R@z<@&Ja!}FI z$||S1IbHOnsK37meq@LtE8(KWOS@Zx_8ydMf*IHfWWS=&U517;ru^V}sc!$q&+;5t zVN2i@Z@+BaLaO#nZODC^l1sr9V)1_`qEh8fC9HE~*oC~%~$AZ^+F?gr-loW$(}PP?hZsE~4P90b=(6ue8tmH8xx6H|FN+1W?qpk|aX)0VlxS?%lb>lmE_ zG(E^(CAYUfJSNqfJp9~&Eh-;WB(OiCLr!+$9r0&M{OyEvllj)#ua~MdZ6mvh=H87Ez$E2N${WlC}Iuz?D4lCR2p>3gDb^_C_ zG^7bezn(dC*vKO)+IexlxvY#2o5D?~{M2xt3R0Au|Lc>8aAe+>HtzGILku^|^|X?T z17xz1akeOaoo+*K<~nXkDEx2OiWI>c!1qi+uXq+HAnfwwuZk*9(emCM@N!ary&)g7-FEHg|@zIv0U7@S`b}*(rhPzXK zUQmVKSxMgF&eqm1io0bBNjnw}kZ;KiUiQslGs+oCPR1!77x&>VQFiyZ^Yey|^x1Tq zud_tivmfjssI`|m0n`-A-}Z1=ce!kRE6um+8t$yfF=H(&2^YtUV;vujn}2Tt`d+bY zK`-C&Wdz(PZ4uv?acdWV=fgK1-(9856=#yj(q)DyGehnY z6Mp_*BN})?Qm#~mCavqrkw9xlJkXjcY`%8t_@%>N_d4xu!hzl?L-wWTOpic?_OLMo z0rrMlsM5M8gE?8f>yF-cKxj(2;K5$j?^NEVYkeHr=x+lVhsSL*dPm5Y4t8K#Ks{(z z{~ohMvEsd)HB3fq^n($TnJ?8svRVZQ`EMfd7$obymXydg`Uheg&Y9f@`OuAfm|FU^ zB6WSh9!SSaJgCUy)7_f1j`TalH0-wz%6XIewLYWxuow$A>74Fp4ELE%j?tCqZZygs zL9Jc332#_^A&X=2y<5c~S8?;0M&a-vhkm9`Fryv%j~NGE$RrjM+Gs)LQWMkh)M`c@ z8#_{kIb1JfnVU?1z*75P-&z`Hg@tXjkVwXwRs#Oc?ohNbJD}HcCE)2USII@INn?4} zdP6yS^f2KpOPxC|Uii>{b21*Y&iwQ%XBENh)lh3mUh9rgyCfwp-Z!wSs;L+sDQgCh zT^>CCJd z^lub5qZV$Pz!fRNweZZoQS+xHH3biI0u`gF57j~DU4cQ3-`$&sHvEqc?V6t&at=rUPAPOEI_a;{ju ztjI?*%)6a;{Zo>8a3^Q{S!g@s+X%w^*A}1Oy{m|f?i_C~Q6F88myOusH*r3hT@26q z$;rtnQLxvWTEJ~)tG07s7VV}u+5GaaFWRih%*;$oz*@Buz%H7dOXccMuN_%?G0iFO zEr;fHVmsZTF4k@qFq`Y1yyjskQnLRa52sPye~b zC_%aAUkpi|t!k|<_kFV9pWi5Px%i%N{{@ih}f*F!Zgx0y7^U{-~>m%j8a8$&Oqh1n*&BaWeV9uuOIB?J-mI zo!LU3JgEiqj~peJE9Je8Kt)XzDoK0-ZVaxE!Hgku=;Itgmtg!eHwiMpybcz(&g z%TuH?wdMKoF}dEg9L1 z!lc|J6l4O~&friRyaqMyW7|A7_f?mG-oxWrm8DHCgw-2fi-3nC8mlyzEH;}5TnE^1 zpo!Wh9#8Ts1_T|)bJfe)+P=5Z&}sMjJTfOAonMFJMb4*u6(yrrfK^Eywu#U5)7&t@ z9sB&|Ny(2LcY9FW+uJkR@9t9Fi&~m1waNleqCjHSSM!ZdE81rUUuW+HugCH-JpR~W z`{7NR&R-m9`AY5uB=4dc<)h|(IajsU=2`PRkpsKBluG=7fe|FL6xHUNTF!->Y}V{@ zXjJ=*k+9jd`1lNtRDA}675)9+KznX}*uhN}K8yfvdPbx#G4>1Kx@SK`Q)T{O1z`xD znUXPuzWsUSqh+$daY`)R8r=hxjX%Q{5?ZG>-~!@_9PYx5J)L)h$)2E?s9vWX5Stz4 zft`ndmX1yAo{P93LYTg%sio_?H*6AM54j9S5#N0h6u4|ZSGe5eBg3;>TWt&g{dnb$ zW}KcpIN7+}xJ%PsIflL{<*3%jALZQ;mV<)>3yi&Nq1}GWO=~X}Kux~m>_K1BvWs%V z@20`;XP!e;`M{%UI734tMusn0t*-%t8sp$$r|7z3w}i{9qa(e$-dtZVNG(Os{yjbQ z%hbf~c>877cQ;>;q@=5|*yCW23);)_=))fgZo2|oMk81$ZMCR%gR2|l<>huw?#m5KOy`|gW0g^?>Emzs ztKG3<4v@N9!P+uk6y^*HgUqK_^k>-SSH#oxH8k^u4-l1?Ak28FBjajIIM7QrYx>C1 z(0|3oFx|fXzL4!rHmbeBdXLV%>+nchZ%d>dhTkq1tWUQjpRLzsbwQ$yuHGPWqURBo zVV#nF`gRNLgYRPBGqW`fVe@B8mKEVD2RTPCQ~D+mfLCfFXFXRxXwBDOV|r`uI9Ju8 zp7X?b)&L#T*|I9?WmRSt_Go`$8%gdg#3-~`V(h!w9O^xC#C6Ey|H z01~st#dqUp?ED%CfJ8I=T`NcKxH}`-1nW{m6)6=muy4IVexImWp{{?J9n-5J-Rf@l ziN@KCHa*64GMyv;<(u;0LDX}KmGL)p<%iMYwF4^sSGV~)g?Z9nIKf2`Vew)DCL;Qh)tf7>Dp(RdxG-p5|BSPp z*DlwFs|VHYEwURx5vEz&*59j1=-Ev7)NTL3;-Nn2>{Gw{?PpLQQSe}PJRcms; z#TfXAZ>?x(GM0A7C(T%hDQ39un^364#sx1g;dO@pF_XuX1 zamhtE85@Z;MvT7=_vO$H@5qfH70bN z8s`Or%~C<8qzIBo-1rK=94>lh%YB;$N8A>u+;<`@2nh`{(-#!+aI1~Omd18`76Y)k z-sBR6c4bZ~&k86g@`i3?2~6)bC(NpqR9@vRS{^}>HSN|#SH|cQsU4M-o-ph1KKlN4 z{!TzkTMb1)WM2;@9-00;E@J#er1cczSJUi~@P(Q%y4Ka!Dn*|(IWOIgo@&dQu*Nc4LDE{bV!(HB)@zRJ@Ed);cuJ=xLmqkyZ-m_^JH)VWc zMn=)$pz*wJG(DuZ^4D1}32t2a*7i%xmcSYO8S?k;_NBM{4VQWGCNb;2HcenU$|Vh^ zr%u-;RV-GJeZC$)Nas6C?LIxOpBFdezj1DgWtw7Ngxnpd)l6B-YL0VU)=58CT<7PW zn&ms~Ruq$Im0?7Q+qZfA-uJ;Z$!QSDs;6ezvH8Cz@YY|?(Q)UfVdYku@S_D&*t_%z zNlIz>9V>M6;M6IpyxpM55F;lu$bY7rz9HW5<2D&T7qySevse$0_>J(f(Yj+?lav%* znv2~tn#bu70Svq}jwq!(ne)9RdC*8!V{-CII!wU#&O|Pd?N78wd#-Kkl?{r6C5&$l z>}0i0gA-b;%L}Y6tl9QriLu#!&>mCI^36LGPcOaKT{iX~Ni14-k=Ew?^)P$x-5hEEUCh zW0TnE0ilK$<ae9owqJaEKsqg21;u7ZbO1qCL^V+}bs|Pz`MkbC@h28H@<8tm1 z6PWa1J^vkw{IsNfIOMizT?Ql0aoH+ZYCR=s-XI_&GjfuFL(bj=l~aww*l#ph{4o=M z64r9}`2XNh^<;LYBBK}N=_7SEbUkX~EY=31A3exzdZBnmt|v!|e*6&4$>zlF3G`={r+11Gp{B)1H@5}1zCVNA-X1+13Jfu9=aUa)4)`$Q zb_6G?1NGcN?2Hqv6$Psq)*ErouvI?0_Xtys^#TLfrIKg6mfH2-zut|V6+U+3lwEb0 z5v+dgblOxv2>n1Ivm))vY}G>RH1-F>7X}T}FvO5id(KC%KPEunlVo+8Ll|!CdAVdi zdDDG(KBGZA-1tnJ1P6{QglB3HiaI7y_@wc$a?dA+A310H$sjzVJOr+~tJnwOlwZ6* zG}#z&b9~zrwAe1J;N~{500r2?fL_*tkrA_vD5BvvX)-ar-Bq}B{Yk}t0Ds&zjSClp zT!P_k1xj+F(TgNQ{D$6EGENM?nrq5tZ?RYItv2j%+MszN+CY0&=bYN^&JG5rc*IFy zuIVX+MH+YAaYiG{wWH8P&UC`icqCD$dXwxz;OrAc5w}?ya?mw#7ql`vvcx&N=?%@n zy56b$?VW?7yww-_{ySQVw|_e^OoWa;zTox7Dq{`rP0>3GhC(2%nox&#~xh@Gsv(~u;ZpqTa2vML%uzv7KR3aLF2T|Y&Qv$n%2BCb7A5H?=A-b|QI(dFzhrJl*46{WwN zrtoOc6bsoDv;`Y3^GWMg+ATTwg@RVIN87gt~LKX7p=MROKDiwm#%BN$goAMOm04xADwqkg7#yT za{q~3*GLo91|z;$jXRD@Lb`g+Nck7J(wYXotcoOHKKs)>V0&A=DT&AXx^*|+bAm|o z=AT$|R4vT_&-h>dDbX&NooK%IVZ~{ zbpApxXZ;kXF>G2f@%14fmQGJ26j#P=x_puv*e-J)!u)`+(iodUkbIDdsGq4EqMJ`9 z;MFkSXAJJY6R+<13c63+elA`OeR|J^*8zRl?6hOuBt^9X@`ZmQQegD|A4Bb#I@hl> z0Y*sl&4&n}#i7^w7x+jnTMjJ&!UuG$Pfs|=avqKxpvhI2%BZj5H>gyvxsCcBTD`}I znb7l!b=(`9gO2Y%xEkS_e+l65Z~nNCB^+&KE&AzGrvF1AO1wk!{xD9g`Q#bYv~$Y#Np6_pBgYJ zjYtOqmBlIO*zl#Oq2WtJ?5wsZItFwq=`KO6OP3g^+r^uYw;a46$0xV#kyZL^%1I*ca2|RId-Sgr4rrKoq?gs;*Bx{gTY^;@bvA+JW|FvA7 zi^*%)`9-#yX@s=dD<*ibYCH(54=JQ$jM!aWB2nRa)y(|1 zXE}wOB>nqmYes~^9sIky!VpMB?C$yq_Gb3`VVP(rkW{wf>1ClabGWsvxC4A8qNz{} z#t!hA2u%gIfy5&*^z+#8SU5g}dMzPL{xLF)#<<`>f<`3L!t ztuy+_Ev4w^)MKZjuZ@6xhje+4#p--L&;XKN8k9hp%Q!*1n56WyvDhrm58lLT^PF_e zW1-v(GXzk1g}c*Mh?Hk88^4w##Zv8U6y5Juw!PLf#Tvfqk*ds{k}n0=8=!sd>ATk% zZIJMf4;eF1bqv6C+s+cbcdcBVP?Gr^-h*h^s9rS%=gesE48x(fu`e^dcacwUYoeBa zr+7`Eyn)bKbwCsfhQZ0#f0Kv}M#b?g7q+FB5Ol_+ECBRUPM)1^+pcwaU5nHLIx(8V zO7fJ&MVHB4PCi7wM3?m0(mcO)MW6=x=F|3NlB0}v?I0Fs7jgyi3%D?csz+z7hRcHS zVN+NFT9|=%6u2cXfnaH)!nPx-X@ZO)dCNoshfG#uab$!WvBu;gvoC^gLpzPTyv2yf zOv->ff@S86ORwQDi)8a~gN0&qQ>p)cRs)5Os82YB7OrI9%;xUeb7;YxS)7WiHe_Ta zk8v)BanX0Ni!rC>yBFGaGh`AQCQR|*>9GagTa>zd(xrm9ir;UKsGM(@g7BRjFC__tCmqZzBT^(q&sij1n$PLV0$$sxEe`CLJsDNFo|Jd@Y$`V8jLZ8B zIX|Hz9Q)fUSQ3Q_z!=wEb zE(gnw*cq7-^Zom(WDl)*U|mEOVli;pD28DX1PflB=m^Nj+)!5dwGY_8gP-s^R!Kp^s)xV@^~NJ7{yuh1)> zS<7}G_mO=glkixxuu{*sOE2@f$)pN?hcYo=eJ9BnsS9&O7QlG+upV(w+69x?_r z)(oEn{mqsNR?n95NQ>O^+q{3qz}6oEYNDs(-V!gqIuzGfT*tRVj#! zK+@GiY_-^Z;sIJ|Yn&clI^knWb7f1P=Z#cslR>pf?&>cNf+Ls~2jue#J$S$BnTO;# zV2Ze5DUvmMYh@N4k=?PSG)3w2QT^zT8y6u}z)$LmYqMYRTk3Dxjyb%V3*@V!l8Wz* zU(;NTNE;uy{BRrwWc?53Rq#2CsrJt>z!gk_Sw{KpHrAWQgm>eXDNhu3&xBj2wOTvh z@940E31=K`x{b)g4?Q&Y$hh>VCoHf;Z5XIzwR&`IlzGDj9<7kdii=mPY<_hIII>ia z!2&tcd~F8@p7ssgZ7kcz?8&99@@NHk6_cASQQ5H!DoYcDia&SW&ML&>NijF*#>tix z32d1E+#>#!1mW|wQX(G}YZJGp8is;eoh?~!f~h+*!d$c}Uq3D43&?0~?04>12(pvF z21oyf9qdCyPHX9;A|@K@NO=uH?X4xwX_(yYPBsH z9{~q%nTr~JRa>W?)0p1!4_QGWJV#kRl8e#IQP-TpaRa9zA*AbY5p){9cPh_lz10&O zDA}$7L~}5-PwsX?0l&i0aiCKF-C;nPr)N#TQ&~1Lm|M+_*@5%EM?9XsB5ddV&H9o) z*SA9P+-c>c7?%S!3&8o#n@y&PJeAjF&_{US8q z0d_Zx8NuA=rH4}=NX0nD$ zGLbwQM%i0}LgoD(9MbdBd1VXvN9lKs`wIL!2T)kY&1AhgaxWpVfmgH4(({$j{47#@ z-On!EMhd9V;q{G-$R;EEfE0t>HK~rBl_QUMx;K+u9=@OJ<9*B90}e6nUrNQsRvf

ghOd!B8c9?a2f{QK6HpmA82E;a;7jzNCGa z80M%8fWWE7;rxU9bu}|mFTOK8{&y-AUuti|DiT`otyG2$3`G9pwED zQBKd!pi@)HrwjmLrOj*tz=#>JciLj|lT5Gs_a8wV@%t*jc==Uzq3AEh4?3ug<_3NQ zl5|6HaAL@}IK>q4-#Z6PQ&OMfAhI46HP732n`l)gBgCcS5v)}Pyj?6OiD8(8nG&ZP zvx#8&$Y4$-Jjy0Im@M0F)yGYuMvkj7BV?Wu_7t(nt54e}6THz?u`Iy6=jRSfdGUl* zo}$J7YT(0>+)F#fgaN=oc;T`@ggd#J&o$Sp9PN?gz1$(j*|FY)Mjt)}(& z34xY7BSk(YdAOXU94x0F)``<0DcqoC>mgj=5(_1b_h2kz&Sa$f>>!lf4>h#Gt zo>;CW#@6sXg#h%V8G*k)H05$s&4fjde*y%sFkD3fvjan8d7kEMxL)T!7Jf?j8yH+6 z%6|FslA?r5|7VX;pPNA=-}YD62d;{tE{T67&FylD+ILKOTx=pF8c89^gnl=-!t7C3 z;KxQgG*YRwvq23u=XX@kn+0Kx8@IeJ2)XEG&y?5)=G-79AA{>RAp$veacZxO)oTcq zUUPW6h2P_;kxp*BS(A+%o>t@8=sPD!+c)BdA9vh6Cj{*}D# z^>Sj9PtrE-r1=^(sD6}m7OOwz9buEPbS|Fwq+i=7JKTz;xJ?S4&@?Y!v#LQ3|7ZF0 z{`p%QnGhlEC)5}Ud)GyBVK3v!HgrSTHrWv(%tyNgkB<{wTOL@6o}ru7$m}YTp+>Wl zvyqKyadA`Y>CMri%GZ|&0T*%#^ZT?nW3CfS}A#(|H8rc-?` z4XEuBs^ahvy6)Zq)XHeoI1)6i+)b#w!os@?f*&y+Wc-GPD;9ZGwwhoeg=`FH_9}8r?U$0$ZSEh3uO zzI9L?xSpsVIR?tFic@qjvNcl8gT0z#4cbV4$!bJ72~(lkKF-18SS0V4KR zhR7?iozLTjCk9aCD$%1K6fAKkDoRdlmzS5gvv4^JxH;3)%ZZ0J~X6pG3$V&Q;(oTvyO z;}B8<1-%s*3paaKlfD^9I9Ns-3^1fmnU&@%!eBeyUDJ8GZR`$*0=#N`0RWVNW&ZeBKHgNPQ&F<%E`HnAJ{sGe(Fn6Eh?c2@TihXBM72X6tv9ZUdwOUIgKx8Rq7%-P;Qf7kRgY>W@vSQUVt$oo-11ea-Y{$vN#c4hZlcgFN^CncJ`-6le>kkl>&q${?$3^ox@tjCCHF&}{0Z56aK zHG3KaN3}5LrA$+3X5hg!%%}l5^C;p^l4PgyJZ$A<&ge&GPH5j1Nm=S%Fd$1(Y!h@3JAn=X}tXn~n446Ej=Ndu%#t*x!VGIUC%Jw1a@%uXp- zz|yKb9=4B6%Kz4sh?*Lf{hu@?UyaQHYb|^)b*W6z;#-&rhb?{oWylJBB`<)8h=>%F z0B`KBBphaDGP|2^^7Xwz0&>j>Qz^ih^MQmODk39TFM54av7mM6os>X^y%o}zqdYBN zxCR~)asnOWUo8mN>Fg=jgVdxplS*x_x5L`4gjsHqfYbyxyzqm#gF|8b9EIlK%HcJj z4hps)!T7FWYiLp?R15iiJyS~za1vNF?>;_cuEn@w4*jT#z^Y{(DO{}sD($~>R>fxz zn;g&`I3A?%zH;3(aepaE3?LB*cLYpGuO15ms}!clD?W7DMV^yS)BADwId zQf~h$#g1)P9U1>ycLXDRPdQ%~mr7y^sf(yzO-JL)2qgJW_#SW#Mr#&m2< zy+7{{7l}(KDaxHr2?R&3H6gw7<4qs19qiia+T*n##=wJ>+u*wGJSTWyVlM_|f=P z1U81d%0a`jHnAEc*P4x4kaQX=ajx>Q-Cgps-fwpr5HSTHyZcucgi%-Xr&8i6ctl1* zRRhT5*$IgC*L!*>9iYU1ypT8X?4ZT;L@0@N<~Ymw%GS@7UTkw1Cm}eZd z4Rfs#dcy~hOvXBy?Na+9+3j>x_Q1jLa5gX#k!Ts!gFktJa(W@d-J&0-j=20j@SA5m z(3s_D@`#!{+Pz|M4V4ZqR}-7R@|x!45A8J}{}GSpSP}dYJv6zW-3qEEtkeb`(=^)t zdZwsG_;sY~ur!hTerxsemMuZORaiu`UvLCFtA}r2vkw>ki7>2ZW^va6v2=PUVfSyp z;^?2JUEw(-!kXk5@c$f%;-<`6PP;F=R_z%Hf|Kz^*!nblZ7W)$`miht=KbznmMjeN z3n8KR5iGipoXdcx2J)6~q&Z|AXKorB8W3_!`)m|JV2!*Y%Y4n9m&$X-wYzsFLJ3Y_ z`6cL?x2${k*Jzx=D_YzKabtgm?VtSGtAzhoUb|lb4J949V}`87cwl0~*!#+5Yj<$f z#Ne3z<&h>jO9l6X(xQ${(7U^?Hj_4U`j)&t#2F8A?d5UQL)G$3z1-yFH?g|v&m-I1 z86+mZS%eZM@7GP9NXV-LCW_?h3O#`J~68$x*Aq0s-np*gleO)a2vw2lFjRyM;b1mO4Y4&?PgyR^?MFTfX9@k#TjkK z%(3d0Hq|+ME`4_^bt7Vfab_Q#3+Yuf$caGC6u)UHC2d=->8b-+Iaw^>?;A`x6-C5f z+#x*1eqjhe&|Ro*|}S7UHmHoEo;l|;~NZQ-rF(dQO=elL>(sO@0_ z_%&W)3N(;?GzD@Vz+>VQfA4soMy-Huu8fA{0_4t7HV0} zPdSzH1?1-U2OS-PZh^r5AJD22bUnbx!@)~C7RlBb29)T%Xb$?FI^+yK3uZUh0xn*A zv6z01BYa+DDPgEKQwNjP$&~Dj4>dob*1Oq4IV7D`$pYkJ^JXECI{lC4PZ}zmSIYeP zX$P^j9#8AL*zMwUu4?7-D$JiG^H+tf3YX9X^jGz`@Q<-6W34V1#k0@}kxAfS0b2a8 zikrpF$=VrVS6NIZ4MI=b?(e{!n^_IG?IMKFDqS}H$DO{JpyvItVjP;`)zV6l4*XX% z`mLTf?ozEhi1jV>%kr1#&>)q$%k?2K{};ke*+S7caTDl17$g*>MBZdVZnnegG5ztj zTFa>!chlT#vItW968%-;POXiARK*uV;GL7es4>c~BgP}a@J-$Y3CU_*8>}pcdHTq~ zbFwk`GT-mcKw9$`cvZEz?B*?2>89(S$X!6MHEP>#q>m;{`Ra^mIJpEFGTKjF`^1m2y0 zjkHAV{lUjOcHb$W^9|+IX7r0>f$V7~To#DHnE8|0!>ryQqeu^ev+Vy7|5ugnoNk_pXHp5l*p3n&cA-_Zg`!YMNXRf)1Pr=fgsdvP zm49%F11oSEKWME1B*g4eg&_Kqbh2#yyi@HKjk}6~{YNuThJPw*ZjyxiOaP?8TcWj7 zy)4X|DZ`sV6QH8E!e=Fd%i9ku)f10}KT>-^{j8W12`@`j#nVl%b~NOmA3yijvP4=( z+Cc|q{G@;*PWz&pK_;D8S*b&RxFZ9+GYV;lOl$>s<%2_zzjL#V(GP{4R$Ujx=39h> zW@n#luj=UBbJxgd8Ls=pAU9x32)%DHzF7It!ufZ$*c>c<&>sjKNWswHDJ*w7(5PE`4eiKGwym+`b z6S?ezXfQDxg+xmkUsgL`^?u}aDz zI~|2^7!}i;lN{)VZDN&aZ%B%+q|#ATs$JlnpSA)wbm3=OPBAd0edc87J+1B4QXLJ{ zZjo2s&j8({95d2FP2a5C1}Km0aG{oz1iwzXm5ACq91W&Z+D#7Q`)u; zKoVcw*Bn-qU7FWB9&h%=2Jkh>2BXZIedXMgiv2*o+e|2nacA53BD_i3`mQaX5&8-k zwrN(Wth#vP8og#8YI3p z55L#kOt48W71$ebea$Z4#%6+##mhY6O879LR@&4IzD#sh4rh-(n+$dddk7cQSj1lQ z;zNc?=HS0(Ka50tN# zA?#+eg)I$NoAExd2)jvVgAs-B#r2>Kd`2?@Q3Y~ye~N5K%f*i(VR^r|%NJPFD@9Dd z*9Wf9#VQ&gvlu^lyYtY1kcQl^oPOiO+kWSEyan3P*DDM_X11%0Y!MkUw?q;L-cHjJ*|iGlz7${yex&pP$B`vMSIKl_qS70UflxT5i%}o zn&oPxXF?+zOp7^Rk^j+6{8!~j@G1&_vdRun!5mJ|AUG#1RWX6nOlvdiUg;&vYh*%* z1bBC^x=1k=!EW5Rwcv+>n?EuR#tm~3Ejg#TVBF`xncL+Wb`{-Vz%Ly3N4N3S>YqZu z8A=+$ ze)q(LAztHx!;C77R)gR*+kw~9r=1`{*Zb!2Bibs(KPAPG6Z8MUFB==e&SgL)MQ;-&&CL{dyvn z$MB8Wx|i=-#EPYERY33ap=J)rb$Sl$p;XATbotg#gi43=dJci%+&SQHL`MWfbdSVQ zdm1irV?F}~t?BcA)_St9muB8^tgANKUJ$$Y$hi>G+Xu=+2$|oBpnzhUY5!DSbcDq9 z3YnCvp~8%$Te+#O&aQ5rYn9~-3W0Im? z{07v@x!X@p6lrY<{MVySrCW6^e}lLv4u6%P;N9HRc|26bz|SX80$jg~gA?e<{`1UO z;F-0TAS6`T0r~jiFSkfZC+~hfV`dOZxO-{KolEf@Q5X1k0e3>2bqK)`uG)6%tk&p# z7r})Bsx{^^G$*zS0DKgTGmUu9pIZ zOCGw^b3$|o*SAlr+9_Q*1n;Og86RXGBYm?KE*T=$>uA76uA3jjrBcTrk}cjc-`i^v&W$de>KWgtlQtGEfA)EVP&a3NSz!kO$b2}dHP{ROnh>T-v|HpfmQqV z001eW8b)u0Et-7_nYGwx+M>jqoKQB>>c{2FAC*sSUhc5$%1^hKF^KH3J!np@zs;O> ze#^0=Dk84^VYe>BUCH)M|DEM`8Ixka9?xBo)B75ag9)W1_}#^lPyBP|SEB3$AMrnm z(yl4%yzQj^Y*{5FMg9B&IYqr}(-7&mc1NzoPjaN3*IQq2)%QHg$a|z?@vhy}v|nm& zU#g>pQ!Blm4r=NY{~Y<5H3j_<`fDO_j%D3D6sa{b8 zL)bn8cKU@y?N4liCS!IPY=)E@8ynt&O^Zj(6Q%+Cm42a?{mUtne|VqTZ#o~7#%HT~ zM&gRrnFpv*v~@j94wTch-+nyMMaLMgcx|=qoY6UjxyJ&wbK9R&i`1LxNx!P+ZGGQ_ zDipKsjYtJ%Vb!GK%q~~_>-zmgJM*2oQrfn!yZRSeok-s8OZ4sr2(Wd=}q zQoegx9xAnn{b;pxdMvRGNm|7wC1DONWTy}Z4DioH>sYh%9%l+_o%!>-f4&$b3Iht| zwa9@4MNdmP$Y4{zTPRt93dCKj|Gf)aM!IapdJE}uCm`0LptTnF`IOBXtG-t#5R0$` zrm)7s1;d#_1@}vq6jeHHY0cW1%ZPB&*}8EAM@jn ziEf3X#ZVy*7J=x{(84u`hhO}oRfys>DA}FYe8gP$ekbCrSiiD;K-{OiSA>C`=_7v_ zrCisW8lIZyI@L{*%X@>^3$7BHT0URlT*{u-^|3Dr>BO#Ou1@!OW0e%-6-zDzLwq3Z z_ety&5*NpQq%J7I5aR0IIq&GuulIElgv3~G(*mJSIn{VR>W)%F&aa8<&#N|%Uf`mp-N-%~IH98E{@K#;6dr8Nr?>o5vp;Ue z@;n6b;OJL3dK)-~+?xtl?XC~OQ3UB0FQFV$zE^Uye_=6{l7%22b6dzenI8e%@GeT# z=JaFW!43`SBgW~U+-5|J=IPFd_E72__DSaMQqf^~6nKO{n6OnJsIaeO zJ>R%8AmG2ApkZLdSl84zNXwAI=?q*-hhcKzfKm>g0tutMN^|EP@T`|N@1rm<#?4Jf z^#Z10y4IV#&6KB3D%XTzQ0TjL!!oN#y7uYifuaqiUneryIkq+TizvEH5k2Io2+$qdE+BK^TKm?&9lf@RN z(nqe4QBo3~0dt)z-^sX}UGRHXr;P3D>+?;+#fNOJO{I^<6qJ$pfXU?r%B5Jj(GezA zTSc8ZdkEG;s7M^<;YQ7ri{`orxu%@g6e>Z1&?TU*Y#*uiO=jnvG!1^SwI7&`D@76d zomIRKfgz+Y;K?<@9&VUBGsTGxTw@LTPEyCwE3(=~#(Zpx{63VAYqXwVho@q&ua`(R zUb_`*u}rS={QT!kK1Ty8-%2^;vCq$GF0Dq0^kj&_w5FQ&p9O6r-;Bz?444-?_X))} zItcJh-A=hQBZ#tF#*PeNIh}~O4*PP5289TDVxK!;pFC9JQme9eSf)p%rV;{1d-7^$ zw+PA%HD~;zg!ZED(Ch(3&^;1@vYM<(BUu-p&AHwlZJs+JS$pHEfK`{nihyPJiNhZI zUixF|h}FXgZYom4VOo`-=P;*14hL?RB4Ym@)y-1bv5XNao%ns>*RPQ9g4`J8^0l%v zhG)U~H@ic~{M^jLE^>7j1PodBQ#);LPmm0s8nWH*sAkKF;?(l`MmJje?7u#`53E_9 zqhAuCj85`NdXQw;Y!lR}?GV%w$anuFrzAvBE5+}8L+QAz_crtm;g%5<2?#@3ZEQGD zA4SV51{C-VxlgRi-C#%5$j5iLK*_K7#6MFiz_%Uf`z9%UwLhtXTC=Fb*@S67GYF!# zHX{fY>_>E|gzLYZr23vf8l3!^Gjen*l%2)y#m-^30W30`SzbcE@7EkttLY`7G|6cx z;^BC?l!XYZ^QF3Z2x`=fJBnH`ofx|AS-Ry)Kdw~!(E=sIPblpJvA3-?rI6`pw~A28 zDrO?8{?lI@=4viY-jLd0WHB*!FBsJgIKda$Xp4mjl*58_NVUs5(gi4`scOYpi&-1}+e;HKg*jm8(+qB{3V?}5iA zlOCrZ8U^=h&?<*gjexkCJdbv2b}{Jb>4~Lkk0{R^cEs&1I%S?t5{&8dqYhqcN>Es` zX^+}@qtt-5NojwUHWCL6Qap`L_Xmzyqfv@{=h(6EQf;L8)DV7UWUZM9G}n#lc_%!O z@pQH>yP#SiLiQ9FlqKiG@QUjQCaYSAEn&4LmpjHTPw*rcU3YL0pMG}~Unv!DSx-V@ z+M4d@TJp(E3*WmUWbT-~vHN!?W2Pg*gd<({GI#T-+brypO?(X6v1`4A?4X@!RC*S@ zIBO}sG%F!z6nk#IGili%*x1;owmo!3zu)ukIA_)8QZ;RNl@P2hb%(tlU6#Xz!%8Jp26E#obWpjFMRv@T2 zdi8nV{;unUzv?#1Y+u%R3nD`yJ?eD`p*a#+*F!yff54$dJ!$Qq7j07Bop5dxzAhfiJS)NpKqNWhrXLP1wSNdbvT7O$4yT7nX|L9qj39t z2X&qVN`=jzH~(;i=@K7JrRp|9P|?t0?X_Z+l`g>^6*x%6MKAV&uo#Zgw935Jip~~f zUu_SPE#`8tv{sX4-e{$ku(Ss^mnj{i_mtP9@L*6Q|cc?)`} z@3=wENsjm0kAy#-sFDQY;=Q@6D{%*!i=RrzjdGqP_1ZDl7C*ro5CW}v1@B?yhv8EM z*Np1B5Xsdm&Uq3m6<`cP=69WFhiW;-2H*M({t8^N+7|of)EdZQoLCp7%|JH{XX$1n z#i*pEjhtC`Eb|lIBbLAvDQEm9y?`Weg7^MiNQ;vOwSk3Xe&Jtb5127%ui35IiN>EBM z>S=ipaq`cWK(4RG!4SV>LUOwoQGVc!W7$BW5;#!2q4IY-b=B)<1| zL^pj>MHIz59><8AdY$8^{5XxBP8FEMK4>SzFx$^{hbMgoLSmG86t3-$h(?FZYMd{Vyt3ZBrMxZSa}5&jpHwaFgCtX=d1WjW)o zPs>sZXMhK!(neFygT2*iXVY{b=w8^!)y1IehOWb@+)v(EtUnaFFD zlx$ag*?C(0+4J3~mjG7-iZAT&uV zT*&P?&2spz!hn`rp4PXPkVMn0WEGVY;$AzcnhX@Uz)zi%ik0X$Y6SQq$XptYZ9cOx zqZFah0yiR~1DebEJ@D2t4lUUR2@dG;ubZ2FH9^Oafb#Ma;;qyZ`x(rE{81x> z95h>5kK$|aHo$^hTpV>I1cxZFG^ zJg%5^$WF>%2K&S5n&upM&@6`;zW*dSj3gzB4Q zzx18E_t=V?qn)1e4n?DC=R69dKA@2I4J^AmlqhDWw{LEqeYO%IipbnS=O^QvlRw8M z1z>u^ZkR7OZ}6m!JIr|k-B2^Sv1;GkY%jQ-A^pO9kV{%+wyAgnEy&ckUZ+v|nRoKZ(lik=k?|2;CPv(2a{q2JT=$wOmHo6j|2TFnlp z!EN2>8qa)75>@M|?0jHi?!qhLye)V^%k+~^6PuY?Htb&=nwGMv6vW+P`ft;vb+rhsW9&{xeg$Sqe?fO_!uoOP2BZ`lIg=8 zY`cJf$Y`49;z#dEM*^;N8v}@+&Z05z+ypT%hzkP%K~W55Og4$c;>9iL|hpA%^yw+pUi43sL5c%i$0OSsg*? zIQ6(b-jPeOa~ln8l_Pov9({j?F+lJ{1quz|At6~b96BN*JsM7(@gB@cVfUq7bp}xT zBk^Klj5CH<0S@S8D66f5BhJf^zybTEmjS$-2G0A%81%{lmPd}r!P<+&4e&?D(Q6w& z#5lu)ll!+vl4dlXUS45GzQpAKS4t>K&EE73-ZKUfZx;Llc;prLbR+)#lQNR-<#T^u z-eA?Dh^%ox?S942ol2kdvV92#hVn-+YWO=OaHbU_H*#<#iZ6}Nu?~ZZAK|(cV53#t+RLVmH{%X}A~ zlnUmhc9S@%nNUHn97+_OBk%t{;t;9J17jajGI+*i_sw3^wlhOGR|4+Vz;N?|pY%F$ z@+Lf=P^lRHrA}gjUL8Nw>$`LT=Cmd2MP!&4hJ}g@4!ExvLEXB*aN0oUzAY`);sEo? zzSy^A2G|dFuQN3pNq=2J{v}1CM~(`Q@^I6pq@}?2BtGsR1Q-Ygb=ojX8T+UFvcU1* zUQ3mXqK1Vq)ODUWK}3@OU}6yvJc~J&{Gkyl>53MlS_i)+T)Zejsab#HYhc2dWJJWV zEiCEFhb^&jx9$WovN93m>u_eq1vFkx^SdV%IE`{n$v4!Jt=neBMgJh`>$g8#S>gI% zgys9*n6t49RMr5fLAwqSiDTk6&%A4;!cW{MTn$rocyUhuwfy?O>3pn}=+}JcRxM}pK;e5+sg`=Z7iGd)?*TCWXq{UUMX~J5-RtJgl{TXwDHL`A0;> z=23QRO`T(yBsdGC9S<**RITGLp9=~|pR!UvH#(1G4gTSUyB5T$wrQ^-7`9Lb=BSAm zyr3kYjBzZ}&XrRtdPNfW@LoNxc<-hkoOWQi&mDZe@WKOmedxzcSli!Cs(cgrLlI6# zQ}?)TJ4C<@#CAaJ-whRMyT4x70Z@{=~9xQ6{q z2xIsi4?3J;My@a2#$BRg*f~?$5sW${*$6%U2e}1|nISwRi-vEuAcr!wRSJ>~*33oa=I-Xu>GMJL~Jdz4_F! z90K{v^*-Y8&j%9Y{_VA>9Y57#1R8MT8ZXVWAsR!305d>i9=K+}y#58@_c?utJO)NF!?eQrSnH6OImW0FrM;08bT(dl{yz zT8$WTy|47a1oBU9PScd3l+T)MMhS^Rp7|+11t*yzv$|ISEePaXm!k=#J;32*r@;t% z26o_TE0ST!9XAlk^~H4#iw39y9#77phA*Tg$P~t?6u&QVqZD^5aOwTk%$;Xuq*P_E>W>xD2*+e0Nodn9V2f(*Hce8DF@1&#beFFMN8u1T%7b-J~zR>($7` z*{d5Lx6ww|W|s!jz5v;)U(!otI|SA8JPcpN2)n2>Ytsy4^9w=&$Kja&PlT~RG$%85 zu&yz9=SE2;aLkhUG$ZE1Qhcu5<_Li}JzUK5@xsqYANQgSMGnyZ!H(b!-r_ z?1Yb;JHiW;@#H4&YP1cn@PHYSCtq(2nS7ZLyV`c(0M@Hlh+HS^!hnHt+X?ppF-kdc z6Np91*vbeo#ib48vQ=R%SN3C>v$%#H0nhF7z;`XWDC?lpe>(CX=QDa^ zqHTREvYBg;&^q8Y%em%vs3jO28gOhs@g$Nl?nu2y3MBnn8$jT7jL0yH#4>gF4C|X? zv;OMD8IIvsjcs@?+vzds+eNOYU&vLAwvD7R3v62Rf3hJ)8yf)1P^o5TEQ&VGP$Ml5 zTm+?(IlS!86j9u5Ux*Aod((@JilO{_{zxV49XfP41g;peq`mE`Ioh+fu*_E$98f6r z>Lp}`8j4>}`o3eiLpch0npI7HEkPMn0SaKdH}YQzb&?qS3a2eC_Py0%R)SlRyIOoc zLakL%m0o0B78z)1LkjFy7p>@p*c+4XK1w(-UZtJac;w#;7c(;T+8_zu61g0R(v?Ha}-;eFi7fO=r+_t)E))O79`7nLIL-1zXeE@m62&FQq` zhKVwDTGNzO&osug0Q)fijfv}f(w);O-_+DV83GunGg5?d2@5?v)+`^d{je$0{as?g zt7ut;{vWEtyG@H>Dgyi?yD&csxoX`B{2Xq6vs8DBIFuq979+nt!zbz^vyZ!_kL_KQz0x zL(NuZ$2#MSk2Bf}qYd_bH7{RM*LRqsar0yDb8+E76Ul7LN(8*IK{o|g|< zCzikO24XL8Vc=^k1;_rsBM%XLhL`a_UXC0v2%$C2J2ZPH`&k=Q+467ogX1GN5MTd} zyvWnp>!t`h^(hF6I71iTv;h&P<&!fquY(qsH~%0N6vWp$$^9K_2usOO#CI10ZCaTT zU!I>7yTUsAkEsn)dR|ff;c&I)|D5m{9g7Gq-1Xw>Dlfk`G;3u=I!qFL@#4MY8Z3UH zVy38a=*k}v0{y2VuyT~kFodX4eI6fo4-SIJ;lpDhB;=wI8;Rc9&wrGZ3S*pD|BG_a zBV(LF;^H+mtSMYBi2eNon?I+mnm--_N%SXlvN(iIRTcqby7Hr=X7>`Dyum*Imno8@ zVyb>8j)8+m6g9NxCXB9jbC({)@}Xtp?Q(uyD^UeC`$$tgrO6Vv+^-Z!5&Vw#hW|p7 zx2(c!_$J~&e+kf|KuHv zNy*)Lg8#6L5=(k7)ArhW%xmGTUzGvz_P_8EB#ko@Pp`ef6Jc&&qCa@|lT(QTe)wjs zmwoK_GdlCby<)X#E^p5|Q28iSE_2x0=LEVX!hCE7Vu*GR_d_*?{fb`fLo$7?!YfTc z5Is$>M^+vqGBn(l0Ks^G(pQd{iGUAQx4$74wOCaZB3y}0j1t`}GMxYQ_uHeE4i6y! zw}iLVUed}}I1LZkla4wL(c0@De6p7v!(_dlXBI|A(+pPJIAwsVagm&x>ZxQ~OpvJqF3-p*5ZXEB2x0Saj) zkb+=*N=Xdwc=GLxvY>OxFGH$frHdwDhZPWjVjj>^4-iPZq-CTHtz6-WUn4C(-6k%U zu2_y>j8(AIcVKlk!g;|l(jIC4IUgdowwr29%6_QZ?)}uA;yXUDBY$0GEs$gd9X`{w zwcw<=wj-+w_$ao<^d*wBX{$AS1_YmHEShxXZyZ=W-{|m3d>jDYBqY^8S7m?A>T&v= zs=tcW>qcvr`b_d>SY0sQJsRmo0CV?#q*l{>0=)OR3*UE$2SDG`@DRxf3-0e)ZCMsx zE$sk3?c(B4z01Pkw3Hi0#=xezZmK31SMO#A`ug7Rei*|x7)Bzh_Sih1YdiC>UZ{rj zh;3j~@UH&z8}PrnCm0P#w#`~ z^;pbT_1*}|kreLGEx?yM*d>Ap7W#Kw4cW7z(B){QmW|isrX+s1@kYO64`%6 z$iFZGHsP*; zveN^1DUP93VtcG(@x_U*vqzy|6^0AOY@h+-M6>wJ`IfFc6owNgYY&Pvn#QpDw{dqZ z%ADGo-S`NL7GprwB|bJnzV|Z2?zI2Rr@}QSSw_$fw`}}<88j9l3NH4(nTXq9xW;aL zzGknk4neaGsLLooN<}>0^B>w6(6s6y2<^Bp&wgwKjV#N+mdJxwjk!D6H&f;TKR{8# z%KBDa(%QPbtbG0V63ix+$6df`rX(f(X=C|MV{04B&=zvCJ`Z*GRSqQ22AI%xL)0ws zPu=ENV9!J72_)Tl;Xo~(oSGUI!FUr+S5n0Y64?HFd=~G?mU0DL3zRtzSje1HM#4_Q z6~i;?4+Ze((V~9$wht_P8YK44vNL{GG_DpzL8*&A9LE^+BJ}GumvyH?tzEM%nK$Ia zE|naJeSzN-{v|=p?NN-w&qJEE(FDoWLK}8s0JWU8Vs8W_h`oUdn+J za!8hR1ste21tEBsTd(KTV6#a?)Cw&*a4Gx{DKFfebaZA;d|_yH z;R_|TGoL}=q+Y(29&<{86&1&DIa8tM z<>LbfqR&`ZL0RHsI&t(W%xa>=$GElT;^vgt-YlU#~*ab+)>2=6n z!p$FVa|V~<(l`SHu*VS>3kL`s*%)GJ_L^}KN^Rtkts)z27sczAnCz+KU5M+j>w zqE*&6pwSSC(+6}N#_2$5G ztkbG4G7mS)yCMlAz*~I#HnzOX{;JdXdtW~}4-dhc&Cd?==8|TbvpK6&@mk75;^P7( zAb(Y$8h1<$kyqUBvlW-4B!HKeDA3Gny$<+-7^eMtHJ}G%v*&9P#Uo4@_(^pfkdO?f zIP$5`$oY?3Be?53Ipd*r$Xz|LCcfab%$qvJ_B4E%Jd#Qi!+0*ysQ$XRPxcaKRs-oq>} ztK3Oh%UOrB!znThX{1PC5Q^A;4H#@_a-lNueyE1|$3VopQFeH>T<=e-T5#x7gv5q5 z-SRmm-=c`u6K_GL|MMY^ay8Ic_0F?_lwSIYvK3LNT?JT{{W1n-zJd(E*!aTYl^DQ6 zP|}FN2!s0f{YlIGgY6*DB`$Pv#;kBC90|aNO4t`_=K}sihBbI;1_uB(Rd z5e;&lUI99a?~oA$UCq|Q;SmO1P4NFiv(yY=vAOzh@ZWU26B(+aPoOZyl{SX}5)@AF zSoAlwZr7)LvvCZgR@%I7YIw-cYyqVC;d9VAL=(}Gl^T0D)3D@R2;sAk4p?7DH>lz9 zlV5LmVnL2nkG%+h`Zw8?Ir0lP7>PM<{YH=e<<+8vIG~?f*BDmS&bb;jQ+rC!&68gU zJeB(&i~Jc^B(~$k=}XcPz=MR11!8%)ZJ^%N+F~Elna$DQU6MmVzd#y-gRmR@m=nn^ z7nIMe#D%^S*~tm?H%7`z&WL7TMD(MH9S1Dv=uG0aI_fm5vu)YMYLkOsbG4Ty4{dn_ zcYk)EeA&w}3CE|9cab84e1mN98V1M99DW-3O9~w%JvZtpXzIouCNQ@yc!SG(Pe9!( zGIH@PW*!e$%X;J_07`OE4$hQpFB)M0sN4r;jq_;Z?OVeWb;)h{$NZ>n*2EOk!(&Zv z8$dnMaLTErXXzF9hJy@%!lGi;NkMJ4yL?1EmPuN~14*gaR#LSA#?(bH@;q^XWr3iK zj=$r~4!{5emgdC66~#VOuhNVYh~78=gm@PVN^tlfT5C#hs*@R2{`srexk3Y9Nj8uL zom+3NBt8tpk4e*3K`8}R+%3@TC`s?9IW`hDx+qnt<$29F1BgGUj~FyL zy?LBvO5wbR?sbS2{Ru2ue{x4>00`*kIRH>A0l+pEh8$wXKcv>nb#rpZU6zRehYW_lfHcr`xWs2s7YbI! z7y<!oznF&eqeLv5hsMEL*rKgqfr*Zl1UYZ%LSK6&oA?_wMVQ+@b& zQ3lQ$7zx~lT98yvQGhqYhm_5fMdqpIO!Jpy%=6(Cr8s539nG$M^7Ts$);cD{VKPbjl^A#H@3pJz#N6`?hO14$M4qQ1hNdtplUhd`SI8<|8BCE`$8Ued({EeOg?r~=z*!D z#G9b=);PxbArVm`jz6%~IL+ZOL*9X5Bp_1tzOm(J?KXd)Um7LI2DXpYtNsfh$Qwv9 zn(2GI8Kv9v6sd->{s7qD!^5Y=v$)8&OIxGwBe!Dz@Wm6?G9|0?Vz0XJefv1tdpRVy z5;7_`AuLf^F0Ve{hdu)9cl9j;Cgsa%%z+OgPMJKqXyX?qGl<$EIT4K=8uzndfnq^l z(pj7-RxKjlUl{^hL~Yj#Oy17Tuwe=%@#l{c?&MlT5j@RRYH^KmZn^urc(Gplh7N5y z10(ZGTL+Kdla4M|P$#_h7}Z*dM*SelD$zqc_jV4(49C;L9A+ivg+l_(q{P?v_K$(W z(pk7NjDkV)_C z#CYeo}&n-Zhc%c$}4~~4T^qxj=E~3|T^a=%+eQibL z<9Yv1%~l9a?%P9W7fii}`l`B)(4S5Gzg7>@|Df0F9iZj+Z`|_pXQlqb@RKNfsWl_B zEzey*v>$qPlheIJn!A!|;1HPy;bl?>opB;w%_R!Z*tOTZ_?ic0tjf8+5^$nY0d=`d0hefi}! z0xF251_{4K^5irqwgIgbA;&2+?VM>u;Rw@l@PbAJJ*u?=6LB<#?9rZxopJSaV~2?Z zini`;K1lgA#MVREX;jpHEB^mWx%WPa)_@CMbf=kjWV`cTjmd#p^0|wMAcLB&6D$0U zWdy>aY__eF;Ge%2C8H483@evQ7&6WLPgLekzADcDT+n;XvGIt=nZ@)WWEv0;;?=of_Ts>Ot0ue!ZSW7=B+Ao)i(dK!$>$YK+ry(aQOIOtGRp)k})) zSmz69&9WVSE`SxwpEM+ugEgXdDu5JXJyu_OwO&UVtH91T?;C2!OGR*PWuJptR(nUd z6FdDa)8#kOxI_M&m1|kYPF;@+^Zu;lf{{dUG3{8-8k<0R2*?-#S?Beh8Zag9l~!x- zZdZF}3Qbdx{wQZ?hFr@7#T^}kIeG!>9fO}Vv7AUVZAxo(`XV`VZ7@+T+*wr<+>f6Y zXu(8MeNSCX-m*a(Rgf|)#_j&mf!N{~*J4!~K)ng@drmn(hEjDO0sS(Ey#PM;p{Wsn$F3J^c& zd<2R?A62*XEC}=$b8YAE*tj|`xKPvkP8$=30P)m;&Z@IZ>EY80?Ep0-i{_|HH-K0- zzN3_4Vv(a9hT+8Bw($0&Pj3#JdVV3n*yztMu!U&{-n{2@s+^5>UNGs`1mxz3{BF)? zvBNa3Fg2*AIxv{D3RP-YT{X1jUkPF)SFI+2<^GARwIl`htQ|Sung=YGp773bEvk31 zEjc{dBJVI0|NX&D5pAJTR|3cjk{aoEPnx873oydKX|J#T89E&&WD_+$bjZyDXe6K~lPmYl#E~yj+G;$6; z`~PNuKxjfz3elG)Hl8TR6b1<&LVc^EeQxZ}YK7F%*Fy9;_nqZMAK}CWL`;A1&Fu@Z z%rEK+MuDm8;Dc?RrGjVP(L?8`WE21^cbV3XcXI$rJbWr0K*qrS;1vx^Iq->vrNXD#GZLgS^XK>jw-v!LzOD z_BI+9=?=2okag+O?v~Qe#jjMyNJ#3?d{^_`?U*XMVVs(HHXQr@JHbfMd8Q4An$A_`{l65 zmSMwvp5Vy)3lOA7oS&CGFofe*gP`Rhz)Pbe+q^3)x$(_0Lj!4PP;L%1z^|F7eL+J3 z%0y_-?0pA{-PQHbArdV&zoDM_2nI_CpMu{`Z)t4~X5#%LjjH8<0C*lQ9SwshhEDy3 zKoxjzU5?FDoy8snq~g^_L?u9mkiFm!6Fd5^z)Hz*sImc)OE7M0gpmS(vTYYht6a%V zCuD>LcWnr6xBgDDKSEERNqMuvNL}Wryi5U8Pm7!}K9@A}Hl0#y+nUs0sqsLRFG7%^Q z;-CQv9L3~T^cDm>``_lL@3A@9J`QKZBH`)S=hv~{L_o&hFj^p~ghLu7d?mp0nO$!6 zEyje2p6=qzhXi>pO6b~s#@!>90bfJpV+Wu1SWfu%Rm}F>@81sFe^K~oPwvy41S2lc zlOSq!G5aap79|1!L8(aodq@-`#OOQ4+1#=+BF#$V)uc1v7s4WEG^lvt3|puEtH1$B z17N<$Av2RfHE`iX%oS3su59t;aQ%K#T{kB{M!IK~voSS>rUsgz4BZ~`j=O*-J#n^W(QtY*~cb#Z`Qi$Y-l{xCc|FL(~kSqDTRxqt)B3Ndn!pd$25JJc)((w^zN z7RoUu3rAjyPd*P9k4J_F#i(m*9W7bf_TwC>=}&+XL16@k2@Hu;ru=YQB=l@*a_aYq zjkFC=SELvMnlKmI65*fTmqnRR{Y{WV4>*9T^&9YaBnXUqi&!8Z`fhP)uAua&F<2n{ zz3;@G75iu+VJ}-hhzOuxtSST6*QmzhyVltRRM^8_v{5KLs4T!KKe5S#D#8GqcW4z~ zRpci})jq?A%+MF6OKi{<4}*-1?4_5>JUE;P3(xV_BoN$QQNKc7{9gS%7#bvOXSaH~ z^ta$hsFJCdDV@%ZVcZ`b;YyR{rc z|7)7uvQ{F^g~gz(#rf$Nt^=F`g$)1i-^GDKA?lA4e21Ev@R%40MMbos?M4x1A^i0! zzh$Q5`#7QeZdO0>A^m9i*X+79hf7bgy4D9IGdW-eDj@|Q2V8Odf6;7U36w#r15{p5 z`;X0yjre#LTvk?yD?YN|6o51zo1g#6P5qiTx4(do48b#YUpTz$G~x}nDW1RM!G#u+18!J0epP*!soEoad& z#Fa3I?*0M`33?%fvoT9<{vIuS7k87e9DOJ|ce|`rIc<*yr62^!`lTca9O(2^8p>ks z+^;&{*8N%mtXl$)&ruTTIMnlSg^H`avf1DKOu>@pmw`g_ax#GCJH3p^jmy?*Lv>$p^Ic1st6}fmm$8+elS6aQETHmiDEFWhEiZR*i}jY8 zX(AUz%envxP}gv|DhHh`@gZr8*!!4TmiHu6Qw*w$Llya~sqS|-7 zg&jX)a}_+LpWkJ15uLMtHUut?rnVbF@0eJwiKLf+$ghOVdZe3zLw$7uN_2%p&+AU6 z+y?;h9M%JknJ$7mWx>1|)>=_th1}s6HUszuT^;CZPvpXKpYYjEGT@G+c5F-81=7sP z+;Qrj&S)Etv2}%#g|21SrnB=(Io?j2^~Yxa=3PVCC)C&0V40|6wN)Lf9i9DE@d*Q>ajyfa z+E}$pgRlS5L1R9T8>5C0%k&A)2htmK+#}+TidSA*Y^~TZ3!B^?IWV|KnApRlY3@># zlL0&YyqC$(4#>C#VhK!-#Kk^GMuL&YieX!u?ci=YC7-kY@U)h^UGQaKFsqkI+#RU~ zJrN|c2~HT^t%12s=>zehj8e$~50fCwtADsLqAk zpo9?`ChD2Znr`0n9ACZ>KljKu$6H;RPf22cW}s1vHX86C=JCWO`CmPB#yk<7oGD^S z>#@V^HvJwWoaVq@*=7{$4-UjUR!*5!zx2YFf|0l#FBt3xh&30xHs?{?&ea#Qw zU{$O1S_Ze#>E|k(dg<~?-I;zkvDWOYlSmS#YVAKgM$>y?(jE#7rcR_PG?%}8Csqr; zQZHJCCBIn%64D=f4M?&LWO;wS6EoaDeVk=IN;okrxf07hr(1!LF*%}{c`mY=iIJik z-|QUdA6S>UKa1_2-lo`pOPE#U7X62pdvS=}v}7dpzb-l>HCA6$@!#KgZA9XvAi>fV z5czv37tAq_4k+Q%55k#2NQM1$#15_(32gSG%MvNczvo%;IOYdyNP20)tSc3KY_o7B zcMSZ?8Fq34nA|A-e1-|nJoYMFV#P5p?Wf^#GvjqT=9q(YE<9SWUdqn&ck-+1$C&3l z-xl5X&lZTiD+n3PU)LP^aVX<}QwgIKS;W52?{SIMd!x8X;0+YJOBbi{uIUN4 z7qQ>tf*)ZxplAG{%F2AtA4^=CwDIm|mw?-7Pn*SC{wy(W8z)BRx!(OhLb2VB&&0(v zQ0Bn)m6#)&YtMYKfdd8I$R`Tv0zR)19Rs%Y8k7(q(-i9S)}Bm&gys@xq#L|vmC<=? zaKP)f(BA(8X>72ivmPa<9`y|s4h z!z=d5e1m=0MrPbgcOyUfX@HW#lYgu&**?xiXaf=C#wPf4Kq=wh79L`^veRD z&+8e%rWqGMU`?KGNOf3{k6g(`bTptQ2_ve~FP`1m>%CfzePEIw{RWyC zWy-6g<9}CzFmj39*#0M=HNp9THjS02?xDa@PJ<9J{t zu7F2iB05%s+>ObRZB=l`5WN>m2XsA;mA+8he z=b4~ubD@T)eiuaZe1823s90DJ1)=ObG0D~_slXOE4eiKBZjgn?yEHEQU*CLw;K6T4 zqq9!mokVmhd#0)k!StEnD{#RXs~&xfX)#{#>wfe#HA-O$ed(!#C3nez043~*RKcV@ ze_(v*Kq4hE9oNN?)SXo~RWi_s=gmIXw>0$%(~+ni^YM;x#w z4t_21H3wT_X;Ltl07T>Ig5;ZgrWC6hu1vBHV`u z0W{2a?Ba$W+*ss3B8 zB8_A`Z~+$@`Q#TAS>75?)kW;Q)7J*rKfcj1b`Nt0kvu7!MCLc5?~yC{eTfG;vZXV5 zEIc2CtvD}WG3)3VyQ~a)?CyVZ9C{;v;GH#dKPJ$cX^&+N%Ts|`BaY|U)pA=e`H+0` zziF$h>Li<8s8BkXfO}w0oW}HCu3G;N#(C0p$kDjaa%A><)wx*0qAIncxrqhPpv>Lf zQyy&7_Yu;c(V%xZ#@vU!@O`$_nafjKB?W%{(1<1a{H=+f>&~X7~6zZ0_5!@@zJqUo8Zu zBt|NLd9=T#SB_>y$yM29(#U@v4zO#1r}v+F*Rl6HH&%A5zH4Fw-05c zWoPmNlrwfz;N)Uj z@9qX$#h~u6dT57bT!R9E=oJXt;&DtGQ|Eo|@r)ElSCV|uhPUD6X4VX6N7)5%RDdgq z`!rv@{I|0X?cXPix5?h3lBg^|=5#z;U>CLiy1Pm^)}v4SZjE=Y ze09eQ^w!m*wMCkEK&Cyfw}b|}-OJ2&>^u1FfG`MS^F)BE$h&4}L)0X}_iM@{wfx;D z>`88wM|txp@YFwRdoh(>9%y54&1A zTk$>~f@6P!$>x2n3z~Qhlv$j{n}sX2k-5`1@vZ0{wfCunaqHHA>b;eSP8CZ~F)ijc z_CA7S$D!aypa;-e$2&qguw(xLio0ot10s;zhOD%4eQEWpLObFFWx{@|*}7Lt*DB!< z#V`0d+->TI3K8BFZ9n24K(Y6v!{|3p>~#9{;1~JNN(iP8iV3i*qp3j>1S1u)U#8#x zOOeg`klRNNJg=@~!u@!^5<&9ZE)Z4#Y@t2@Z#YBvj=WMrR9C+(2WM_8sJFWCbFGQf z+&kU*1uBFmnsl{_x{?L$Ryv(8baU=UQ??n2c+sEq(rfXESh#E2{o(r!#sX{<-cjlJ zb4bM<^V|)SImMZJq7KUmvEO+=O*nTxUQH@4sJ@w{y;W&iS45-uJ#-HH5UWSDkqxbdXh}<&_fTl~O~#h?siHVVWbPJ;EmT3wemG zxK{~sUM+gtYvu?U#Jjd=OT?@SgRLBMWSjfU`2#Is)sdk`-G*;%JmU%yutQx$goV%^ zBJf_yS?;?%;oYoGkC4PG34s&F;sq!HlPv`2dkL}(Zkky3W{Xw3+@#%xlG=4NR|*KQ zB>~T`XXC?$U=3;J%b!(inBe)quZ}c)pTAzWPJbru zaR{Msrutwusg2)fD76#&-9)5*{ze6E(m4f(4Dve8)YYC|+i^E7v!UZcbLmO6uD7y5 zhKfg~(tNtJx?|6)*Cl$*Q)jRb1V@#s#ENiN#idv7i#CmF9VX2_!em;|tigt8FT`Hdrl2-8E0bm~t|mYV=_~H67#Z8GvnGE!>tykep`sY|p14S%3zOMD6inpXk37t0*teTpQ}>k7M2Iq3=Nj2Bye>Kp=gTl3Co* zOeJ%t`Kw(THJ^YEUu|xSc3jN7`A1t&j~2##2T2Dq1^)Mu6)e{qYnguvx)n=0z7HsWSkreGaJwrF^Z^2W zm3HaxH~ev6r=9S-|5vpinRb$(!}jiAuZsr;2c3mve@92hJjkGu)JB)2I0)49iSMp< z`9lh5+fe(^)zxUnjrypwOkWNiGp7*^NDBn=nL3~i`m(GHlSV+w5~haM=H^)smlrB3 z%KcpW(@KHoOZilHd4Lpf2tc;J9hxh63N?M~yT0(*nzQCYLm09di>aEEFS#)>6bj{$ zbWucz$_l#-w|x$K_RYhd?huXXz0hfrmL;$eYzi8<>+~+8Fx(emw1IuGP)9gB-mFNi zlQ)BDTaLI6xW!3>Ku_8q%7A3ha>xsn-Uk*GNQtQi$ z)BR8~TEnbb%3x}LepzC{frELSPt_XG50Oc%{2T5EjMFdQKk<-kFa$gK@CA4}m~k8C zB^PWPdcbYmbZI;@u^U*8-31CVtNG;cE+sR+*`!Y2l_p|Lnedjes_(RnLeWNh{`v)5 zyqImP|Flf5YJQ@LvPR%-u_ljjiXy>4;+cXm?VB+pJ-dYld=RD@HG#5FMD3xFLa~HK zvH5B0N|iv&cYz!1o51J+T2))sxte-yv=`g+~!N|O- zMVs}{FqVUbXGpzN4IYvAFoWTDN^&jH0sY&GKRoPAN`NgUf|ccEV=!JSoIaBXvwd1j z9>iijCo0$2*3Uw)u>;f>aPaffs?;&W;X^0G(xL<~mpQYFLW|35Y=sDZ<|Fc+{NxL- z(>U~{ol;zGul|kZz9t|;p3=Ri)2LgNn$ZHbod#|YUjv#Ub*B)g^8LUapGH^kF!cfsYBLgib4|y+nEZ5*( zSfs^Ar(b%jKb5VnKLvba!BHX3qsCB`>1X4I$Mrhqzr2zch~L3|eS5CfZw^)x5s~wz zhcL$~;h#EYnAMB5?_5fF%4)966!iARx?jNolbBbs-1z`>Ys0Y;^cDW~ZGoUBu|G$n z0YZhHKFPFQOme2@GEQ&x8*gHQ-@!HoBmA&A$DQraUi)tq6>LL2f;{$uew4$)mfAGW0oX8KZB zhB2vgkbUu_oSykELd@I6itx%uy%t0AJ&|EV!@(Ew`V(Y>hc6%<8@kdkf*NgH*&9*v zMeUsoC}HzD>od?-d6#zFy=&EA=|$~77@V71)EERCHT$E#`<5Q*QB?{gi$)!3 z7ti0d;z#+Q|XR;=yq?N3x) zONU7)r9s2S&%2^+^5T0=^^Q@cCV-cdEl+2E7v+H^3~jmv3UVYq8hXxRipS$mKtD!2 zsZ(>sT=tAs2yz9b_fh%}6gz36^*of-9rJUR7v%K3q=5%<@o|AyBkyK9QTJ&x)zWl+ zX!YC;YJU&-`Jx|}A*N}MF0{ej2Xx#a)5E;gRcqTCL%aS{Iy+~6;O6=|Cj>3(*7^Sd zdy}JOCU35B^mw^pE=b8Jqnr2=)7_*+mtLiKxgk z-|doIT2`gg)~%Q!qQd9bK<)SS@>^lyKi^xqwz+8dlZzLaIyNvjx6#nNe}HZO{rvlV zlodDi?Gz2aM>)CNYG7apO$*E@gOBBid zceDLxhFo-u6Y;uzwCGR1Y?;#4dr9=<*nfzBzfZ`&XmByrDH0a-V1fvQdLYpMiF1Fm zX8o?H`ZxFXiymK;DJ*Gd*g6?;0&u*bTYpXp{C7{KUo`lyJTdqydNv3o&i~r_j~D-b zh5~8~6wPU5p+m_qen2s7u$X$}`%+A;wL$m3>ba3@ zr9ZWgY|6}7Z@yFt9P%3dgShE2dYckl2Lp+X{J{S5Y?Lh69U%TETB_AxN*ixbS5|BP z@@3Y2dEC(_^>5j1@du)m&bw;%+LN7P9quj9W8A;^zC*)S+{IwaHlUWprF9TU z>ipy#ZjFByth$;RhdYnesqK?K|3((M!p-wdJP*b}$3JlsPI}Szc}hc6U;W z;$}$A3d8c?jQQ*A;NHS96JB1)oX#}#{Rn4nem-M7E0VZ7*$P}KNo@=YBq6dueWlWoXul;=^@Ak!718*yU z?NkZrnh)%NZ{g5jPFR2FMVZ~b9$MXR;>|2S1K5=Qir!=rRqIij{e`;2s6sa39bNO!E+ZjO%~P~9?-IVyBaU(pyLU~2rW!7!X!Ub23%73=K$xUkXP`r z!&i>WYuzdM`d)QNCYjc&SW)M~NtLWl%Oa)jb4y&m-w5thB?EmSVoZGVN?+dHdX-D> z306(q{NUz*++S^hGgs}J3i-&fnIuSfnxv=uFpu5Zrdab{EjT!prDsHFYrSzD-!!xS z`fUftp8{kIw!S?}|6zfz%qO5omi%vz#8Rb)g*_X+Yp<~Cka$&qnoToHsbNglrZCY^ zS(r;=41yKlORzD7ykx!i0f4&c>y$mLp!eVW(85ZNnR`4-|IkjeA10bpFqtLLd~c19 zeB1EpDBrGA%_KM`CYpRHEJWN44{nJM@T}}X6Pd)6YYN+opU zb&tJ*NA@<*w;Hd#=eo|C12HI&z5Uca%HU>8Tq7f9kL7{Gv}Vi1zITc$mugOgZMBb$ za3%Q+)~;1;xRx$%Lz02s+mRL7a_XDgYYiN7;+!RtkumFyG$7OG5V-jg%gp$2Q^EY2 zj8x4nOqQ0Y`7SXf5@P~_8XWCw3`y{WjGkORSv*@6o;D~5a%`a(Y!XO}R23{f0Cs}J zlnG|g;OmWMN#}@D4cAZ=ejUjb^wA;CY_QMQq&qR%%KUGHQChk!noEMYF3Ia#lw#e= zb$^i|Z-?Biug9Z!TtPh71z1CH(>n;)ZJWH0Lk53oy%>CoMbFt;P1|;&?Y|o$D25L2 z+Neau;yP=G8TH0$u3js+MiV_lZ@JKvy}iohaFwP@GpFn`oa5^{LVJ~^v~!5=WP{!n z@pO^e>pQlr0!M74D13<=H}9w@I48n`jx3<;_ullO?FgabEOA>M9Sq#|qOCLYSE2J~dXqBZnG4cOzLw%e-ZaAfE>ygN;^mE3Lw z&Y|+&tdAsjP-g*E^OKulSki#M6IPOgKK!BoXQJ-~sMFsFTh*dH6Qx#CfeL&j9-^%lMn)<8$S^D<*Je47`;5>V(EM*;K-MHrKhC9F{Ry3r5o zw+{m+g6b?W+w!eN^J*3E0iBi3N>WS=iyt43bA~65L}@M?=cl(NLKNWJ3I?kdz%r0- zLe(PALM1?yCaKk|5+zBD2grjlfaJAiyz5oc5u=>7Nt&>NV_qZJj4!NENBY?|Ynjw0 zhjQc5HnSehg#$Hhi_v}wmcj@^Y)xQyxJ`Jtrb8aYh;qg}xGJO)1*4u)Bmvv)7zs-A zizyE(T(c&Ke|L#QKWSGq>(!I4f$>1x6L;rSU;{KTl(%!N`OKWLayv=Cmxr<`PQ$&| z*}(R7NmF=8X7J&MP3JzI*Rp1gT4J8 zX(Gp2zB{=TQX|C2p`iwoDCWQuT+zdiOINENqZC6rJJ>-nHDo$o&29q99M&V1dAnWn5x?SEnloUd zsAn3bx(O_%St|!OIZEIx?2502hGq;64UHeO65;H8@`2JhNSZ|bD zaF(^3^1bhicNuCU!JWq-pJUQe#G4%OGU~Qo-__k18NN_jp4oyWEu$Wy1MUSRYh3JR z*#r_qU?x%WWWEAcITV@X&8}F1V9cRMf$M}-=~q3B&fL$0j{@BN2aS9Q;8J|m*+13L zF+%#rcQ8j>;Xwn261SXJw(f7nz(>>im8{?ymuBYUb2aQr?$@^h#PT*uOELg-%2)M)Zip_+;#xGwRf;^l@X$4pU?7vtoCGK|X& u&vi4E&Ab4Lk9mJ!_K}sGD(E*cOE069uMayFI43YG%RxNOW!LS9+_dp%r*M% zC?#B&x2|u*eV_J|B*m%JcOj0kX@OOje6K030>#*@gEd0g`pxhq{)2poWV#$50vv)y zu*Ifgh(p=G+8ACu7RouJzADw{7N#=3vM+FC)ec^|_?>}H#8n&%;)l=`>lV|+>Cs6X zFJmk{b6x02N~%lQZb0aHiYE(T4*G6g_=Vw$8fPBaogH!7zzX!v)WBQM2eODgre7jX zm&n}J=n(#a=cr)aq46OHf&E`X;A% z((wY_5?lVa6|#*x>3f`1!(ok0BqvSM;~JMgkFy^yJUlx-IS4I0@H$(w*wC5%WXmrP z;mlkzA)K^2NOYVks}_ZxK2R!V@)EwtT>_s4dLx93##DoD@hf~wy)pDp#^PDkZ(H$=s$?FpXB z$7-AHatL&}U?J)Fht)nxf69n@29AIOr9(oB9HIlUvX;fEcaciIwp4QQOStYN=i7D; z7yePl;TB>sF&Qz->47L3Ad*3=b=aVLQ@I7})8(7t1s~+EQ8YdW8#r095+0cT21|@X zid9)=@J1kHb9MDzsr-oOh?y8Ay|b_QjcXoZrTBk%M0)tO5M``m20yj0r%wXvU6VJU zBb`bE-f_8wc3PcTcbt<9b?vhEpTUbK*I6ip4acHO3`2vxGLvoHwNTHspfh}pYzv;_ z^G_IF4y?J@hOQd39kTU-5I>_RSg2le?~kds8_kZ2uqR4Y8t+JVd$??yT69H8J!oPt zFyeZryxS_*rCt8!d06=Bcdf*5sYcyK;#EdWiN%)-r9^eWDDK2 zxkK8BCwgwi^Q>kDQ8;7`Em@W+Qp$AD7WO8JN^N<5C5HrvDSN4|mq-^Ryw^=l`&@nt zb@pR(ljBi2`g1Rt^zW|W*m_P*t6!d{#m(?ANF2|z=fWEH3vD!=6yzHBKE|{%2FR|? z&z}_3eI4CV-?Ru@(3@sayqt7<#m(AiJt5s--`>7 zLe%hi~oV+&b(V{y_MzBGrVKNj4h20j!C;7#x5uSeEng&J~U9)AjF;hlQ<>O ztAdO{Ys=FVr4q|fer)cv@2FQB?{#Rmf|WK|wn6KdBQuTfBI)=4tRO;Ke9k|4OaC1B zvqhT)!de*5#m|)-kBk%p58T?FKu6j|OW#0ZzW6vByD2`S=U;jJseNYCE2 zTpJmZJm!Bc`~ELn)+g3-UQlGHx3{RRH|Y9h?{ZBWNgiLX)+5@c&`Ba{2K^4AHJy;& zA>5v<6eY-fC5pmcxg>_%ze5hR^Q(>J;NI0k4<}%1Og)ENk|Gk1AKKI|tsU>HCC?|Z z(AD+Tnm2{|Wx8jdpGxVCrhBghZ~wSvJprvJPKU+}K`Sx*xqud2_W;npPwuQAJ69_6<8M-)-%eNbsoV zNqWIKYx-E=bKTKUDC61w!Pc^vH_wZa!jSvf&z`EIVl;oELKi!?EWL4XD~^%l5?Pj9@D&O19^*6Z~F*h|IJyRR{PSr=`2;y?h0N#Mz3 zuJ?BAH;&zOB}tQSaF2ba3yH0K&9su~613bAxCBo}N}cZIf0K~VkQ1d%D))7iGuj3I zZU%4)#Y*V8*&e5D*8V`su@T>%Hyg-0;GnhtmHNw<+rH$&=wilGMj1}_>U@#d#_^In zw}W4H&B|t9%)d4y5xo*nOgqR=j19P(mq4IIBp6#F=sgV8d*AXj;o!A_L{Q*ZJd89mCjnLPa3DyPew>}Im~nZ^;pvi-%`d-N9CfO0e_qH|DAnyDv8J4u((%0Wluf>k zk*6LrK`H7cd7@F<7U7#77b1LROJ}Yx>Jd!*RJ(nhWo5q+Gadrjdd;V*V_sR6(LYlN z&fAu<&dm^S6rXRM!PCtP-`!r(?uF_NMl+<35}XYzdkpz-v*?B|C&Ml%bme%Rr@k}k zjXo{2hRN(q(chh=?t3LIEiJCdTggG8!lP>8iQQ^RQ`Tb0;bMIlZ83Si*x{YqQlFvd z{P6k&U2e*0X~R1TOFccotJhYR{PtRY{%3z!)V%IVM;+7xEVR_b;rgZo4INTo-k5k7 zF#8?Pb4sEMi_cY11w@nQS+nBdv7EV%%y8MFz*=^E4n`H%d7alD#$2RB2ddMd@oJeU zOpDuDakyK>UdDupEp1p9_jC(@v9HuYw zeqwR-`C5iRy@XM-=Svd~=u7^*=Vx;kT<3cZbtc^*&CeH;n_}+14BZw&doxhMitY?- zotlup$g+c$>$8EA`^U#un?!QxnMyLy*_9}&)h)1?D4^2J+2U7Wu;4xZb;gR{GupnQ zG$Q=7(x_ubfFWDey>v`ANo(_{Zu7+P7w*XE5^t#Lha?qEij~pBnygU|PutUwthM>P z$gIv2yVH28T%!0w$2s|#SgF>zTm+}Ud3}sEI}GxR6{5#=Du+)Xz`j9v#m6VC)p0M$ z;DRR(F>3-9np-HX`5m67PN%cM1qI5@`${6oCL7*!42@^9rJo!IWK!bU#&56XNjt@m zbqnxlNRB${X3nmPT`($^a4B|YP4Ok`WD^Fe_pNUKrb)!J)Eo%t3dV7WJHRCn5IMrQ zTCz7tD|u{fEGHnwx@`FQ1h$TLrFkUBv{SNbp?dK+N_cM##u6oef*n6+_3gDXC2k4} z6(?xc!7h;wKc}}M$Wb%!g1fBd2O4Z#f?H|EOC#1O#pnQ&I68}WOYCDi30I-)IWo1F z`4v1uQhs;P{uQr!+^U1OnOB$dSWD&1Yvk$J3Kr z{gTg%60}$gDeeN!)ojnFiV{}F(V;h9;q9ha;B)sOMVIT`7DC$TbNJ%nn)`lkGmPw+ z>XUEG{P`#6hLBAuxM|bMNHkM(_K%-9dmGzK%U$z!9C9l--Uw+=Oc9C1aF3B(Dm@P4 zyu-P-N15SR=;_060yIXSK7Gn!yqX!#PkVa%irW@Kt?>(cOOqWKZ&c6?H(6 zXDMlD8jZi*ZTTlkikU_R{*98<40EjqM^>mlZUF<%ND1DDR;buj7e^UPE61_pl2J1P zVAYFlfs2}6zHaOOzETugjV6EGtLWu3;dp-f{Fg7{XxE$C!FC6T!&j{PxUB{XaOIh( zF~*Xg{cP=GIiM7{4Z2oBLdW83c_Jm1P4w#vNG~wek+1)zz2nP%{pTlA`BwKZP5V}E zou8U&n>M|4@$bZ(wi`1SHm{c{)yGsHP*73R&1@To#nuz-b}z63zh29)^pnDqJJ+=2 zF-@HU5YN9}@FvG6k7L6CNNew6m{#j}&Ne`;KcYfcys(9Ww21c){TNz(cg@vU4c1P0 z1?lSQQq;R%6G`4cRdrmQKQ8LUHEo|DLH%pnM#{T)XYBv^W%a@7X}-)eRzBh@8tV73 z6@^6oX#@mExd zq!RVn<3*Nnin%Kt!>6Z<_V@Q2Hoko|gLEKQkeoS~WVs}}2ZRt_hyED731rZS)o7ee z$yCNIrw#5;J_em^AZTrcaGz}RG5i43nb1rkW!)p|HtmJ5>G4cAHA=2)q%|kRpWN?W z6AxLd1V1CB97tO?N|!laUzU8B57KhB4D4WM@QHt-C;1KQc;QVMybGpg;l6B%0;U;o zSU)wMcsH@f-w{?ZB3ic9#pZ{<49`9n+&_^JpqxGX_6T7$9`Pi->`Dp_LI8uX+W83b zT&=Y=bn3?u%GJ6yx#V2)1<_c2UqUj7p#v43umwj+FFlFZNBY!Roj**mAKX>a9q8C* zhz0n`e#5+ii#zyXC58v=eaSrf(Y}?Ecgu%<=B+_lr-=v2!9%i5O_Cp(wD+x~&PX9f zQq076P>)?8jRK9fsh0OCZ_ms#wYXPXOC4*m(pM`KdK6es(3BjH5}ye}tS9or!enV^ zB4jZZqE9Rrysp?@EZ;#Liz07EK_Rp+DN*u%@u?1B<9~9DweQ|NT^7aCr&&uF^>tzM zz9fZO(W=$S1GLuUD%b2L=M8+T;kd<7aE=C~kGT3Zvd*^t=)FCNOG{DMqKqZ4zIB}2 zr8vjGJCS-5d~tmX!o5Yb9XPt~oIl2vduAyZ#rBH6d7Lg+YMZHUv{IrEUtaBGPY>TX zCLitL&U7@^{f=s?Mq<8SYI(I2Gtl*!t0>Sys7T@q#p3-H?-4DPLsR4u$nGg<`Qbc> zZ&q&B$dDC-uecZSsjr>G$>a4Z{Ml%ZP04DeftYZ0w%yq~gJ)+@fJZi5lvo7Jy zU_448l2~}8xa9!{OR$J3p2UE(Ew!8rS~sedzkciXkbl&bVQ(L52{CZU`OS4SW!OI& z7UR=tf8n&Y;2bc&MWkXyS*$VndCWAIJo_|?B$pH#T~QMBegxIi%S}@YS}g;gVI{99 zli}fI4Bgx8#vdKC-hb2m5UssFHwUHq^|@bM>$J4BdgNAGP}}C&l^S~~0Gtil`*0d2 zV_D$PMMOMyO9E|3r%dr#tz}s|$l&B;w28+<=V9xDf|!duvd+fp{WrpjTiERAqF?*l zs~U%rhU?j4v;#gVt-_rIGi9_!hX}*Adw85wieNkR<;e0=9!+Uzz$#T=6PHjP@c{_}DL{YEvs@G_?DwWxWfh{78~(pEWdfiJ|cVkydJJ~$?_w05Fi z=XsGY5jA3ugq{AZ)|=VvZDNy;#yr)LP3Y0UgGKH4tk zRoEaonn`C{ANoLu?YGWi+~Fsh2Nt=Y@S>Be*q8t*=$`g9&J;V1VlDhBbh1>J(jVhq zJ>mb1P^N+9_8Ghp>@xhzk|euGggO-ESy;eQyL@=n#&*}w4OJJH`Q}sxs0G!$jgd3p z=0J*mJcU1e4USS}Yv-dz5;Ma6gBVg0)za+n&}a#D%qswe7ZuA-UAG}b={IWfCyf*c_#wc znumwSO!*7NMP_b|;W;qc*y3V)gM_`+>ex>|SHc zM1${zV}1T|FWGLN?Ht9j__4km8Hs-~*cM70DZtjsVShgWOVO9a!EwL5Ly5`T5q|um zRL>^7<5!3|h;%`SyxOe7Qbq~z1QLDlL9oi0Oj9Wf1(Vb@*=|vbqqxHxWoH%SH!MeOQ zG#wTC991Hgmd^=8_BqR4jU>H|HjIxvq-`@_9Xz$>(OmqtveiSNDy2BRsLIY`<}7d> zPbH2(>RN-}+hH}azDnxmich(<#O<(d)J8x<7U@lwY=ISUu)sbdZHX0sbRS$v!3*ld$xLkkv)|@^eB{@E+CUDo zk@a#W3&zM9Q{)VAA6<~#upO)xo6H;tj^!u}k!te5S4ril=IAlO-3I56Pcd1q$Zkjt z<`(adGTq*pz7BrcrU2YCvk0oBtYx-SjgF4aZhE9IWn2YOYT7@;Ywg-ADp|lRF7g<^Hh5ZZ|A^?x(6(heJOj=_!Sf z&#+yGl2M_5oovkFaw%2Umt;H&HUP31~Y z-v29}v5elJY@}YU{}Z$syphIiQamCYK3xP2AYnZ%NCPi&YF0yKKw$^VCxPvfLtu+g8~pS8e{`w_1W>w5L83gFir zqLL$cHx#~_(3KXmgsp!62&+4w+l<*jBe0E~`$mBOGUT)K4aP5hi%Y;UV^JR_c7~i< zXDdUR!V%tFxYh8MZEYLqCs^9smzNS>19zmw!dMu4TsTzY3Ay3CzmEG({#N@%&ofn= zuU1wgGgYFKOYBt}u>Lss=l#1ar$f`zI+e~r6LF~@j0h~6W;;oB8;r#7qzZq^!tYoFA~v7KlLZb z3!Ab-Y*ia7An>ooG}{BUuEibJSh`o%wzdNvo;xom;N7FLRnGPG^{iEiO^u^Fce{^{ zqdd>84v79prWd2?Hi)M1_hAj2YEplKX=at{^aC`M(gvfbzg=2!75Y?%a#$6tvE_FlY1X`^RM7AfKR-qhlXfGgx9`5dOMqD z9XSqV0Q?F7vfG5$)DzaPQFyD>dmSVE*Luu%JbIZi?m-;|$AFsaxLZa2G0+k}_*ky$`)O4jYNI zVJx&sRy z*QV^(hc_mMI33}_R!@=mFh2UC`gFBNv5s5GBA^iJfEu`P;BG>90{v{$IMp9<+L*a5 zn*?RBw04$M^i(sx4k8Y@dE4{lmvg2R9^lNghjY_cSNFW=Ll$*DtI`f*hRB>?u zH58>E6Ivd<{xvlQV5g*?UOOMbzEAL9MIAhh@jUC}vp zI6kDPj-2tTDyuk_URW)Gc`#x_7U&DBq6syr0>@ST*0tHo9bHi7%#iR7h=Z-v$hx#Ov$bt0K!^Db73N~uztze~}@EydwP zbd!$>TBQraN`CI-W%A_t7CR&Eklr#AtJJNjaui#W*cz5slFR&8fTuhTNxrHd!FPfCU&{6D^u|#lB_UUU)-!bj*`vHf0EQaC7eD8HVidXSfn{ znON_HNm=E1g@Mq3}ysP0SyWy#^X0&?Vxw8&g3Uh1XGs)GyS*vPkcNKMvjhe|jja-0I_hV2Fg^+#z z=wv+W(f0!xP85rIK7B{t)YUhSc;ED>OIwQI!He`Cy z(T_(tA4hQt-;WH@mgN#AxyxSgX*Od_HSlW_a#RvIS5e?nIe*j2LwV8e?3#sBtKik? zsAeY2xA*`Jchvb!@q#i20L@qQd&-ZRFeCXKM(x7fI|!djayZ9TE! zQgsY_Kl;br>Qe?OKFK=wm7P9K9)1r~bhK+MwH1XHZ3M;gF^joBH6edT;yfzDc z3&)0;)m;pI`YPGW3*d}O23!s8@_P2+&OH{Qqse@Fw_`e*$(n_vS|Usx-jQynUvp7s znu*;_;!#{t2b2#Z>YF*vl}*W&9)q%Z#jD!TifEn8lL^1#;A`i`vq=y`tR{>00|&3# zPgn)i6hZ;s=SduZ>+NjNQMj1}NFfWvqGeVN8?|+&1yQcN1u}kyfH6i9mhV#wgykP& zm&DU<;cpllhc^4p96nN|(c~bXSF<&U57q_>JUOPhrxQW0OONkUJWC|97VXY>wc*?{ zc4!)9pz4w;6{gM=8`HEe6%^(m7U*0+M^jlfCfn84UFFIFab_NW{mJckt=m3{V(52m z|5vA-5ApItK0vi(O3r9f*MxEPrIOq6WW+)xX%8nd+~z1q`e${lAn&xalwDRl3C%vc zsUbhTdq}NXHZdtm{Klbp!YCU<0rAKbHDl&QK32?HmjyE_sB1&#L-$pt^*!z><-DhA-4Er zgG}jq_8!%FLm^?oKnbM?$o9ZAKfQv6$aVsQ24yLSCVnTTQAr(OG4vSJ@UDK3f{Pnz zCF9Ff)SSr}CWXR(InlAbl@|_Bm|A=9M-$A}j?F9ma-@uIr>55!+pfuZ#0+a74ydWc zTolr(K2FI`l`h%nE$(-;AvvQ}8@vKMw89Fe>a%ZmExFp|%&kzYzk$A+CJb2uwseED z%fRkjAI+JuX+DAKD@Ey*9qfAD~W5-8I; zQAp3zw_)Ch)G2U8Dg;Z+XmVy$zWfiAUqzk7owW*ZuadI%fYsTi8)nAw3xnY`#x()4 z&V|gk&sK@vg2eW`HfF-H7z|i&H6Ae^Y2dC*=cFxHs8pWk@Y#|zPFC`)BqpsmJz>vM zTFW^&Cfv!9=@{U2R!z${43)CS)$G-%uYIjr@04lAv&`6zFf-b(mj!P8*7MSETS?1gvERpF#ps8`=hL&Lg}Lrei%Ck87&omV*E zW!4!O4L)8cZ2iSLuE*%xH%qyb6Zn0IuiJ~-$~XCv2FCS^uhFF|7+MlG5)7&LJ+7k2 zBBhqElW_n-lSnFAhHs%sPi~5%*espKbEpm1C{N5on+G-o6d)#&?ckO98u-iQM2^UL z+HL3}X7*FklJCAJ>hL{nOZu2buVk(h1fRSE`(xUlsM!nIIf~yp4ze$E3e$H<$R4kUSFm4(eelrF!b`dZw(3x{;V z9an{1EGIxqL>Oz^sAJEdM%TCa__r-S0tFJns2r`xoz^@AJY+i5N>myXUCu;rsIZjd zsRuqI)}shywXUepganOIT>sSa+V~Row>$3DRQ~+Q)M2J1m&m>|}7 zZM-Yo-w|`-#dnm=zCFIU9gj%G2{Yw8|N2csMphPkO!$Uo3beegeWxt=VXa{7Mf0+R zH;LIzP7sj@MEx7KVgicr#*`Mh`S!j~YbIx?LM@2LrQ{mLiEerff;n5Y-60^TwZn|fi{k^SS)8^YqWrf6%cmKu6%m^T|x7P((& zTjK^LoSVa^6a6c^yZO|?jH1}uyjhRg|IR+#rS1M497X=s@@7MizSG`k0WvYaaOYJa z&S1Km-30ZFJ-SK`s8z4*5ebQ!1L!(ILS7!}@@1nP%#h@E(f{4f_IEwU?f-yR5o}#g z1+vldo2CTTC)Z#`N&1GHRE=8wRxslX&=s(Mp|p8|I3y#Wd3v)pbwW`KH>AwY9|BQP zifO;u`oqZVs24XfC15xz+t&(TZK^bCN8ifz`rDJykGs95zOgF)wo$c1UHe8z^2YuQ zb>ixOcT)cAUy`aHK;Ktd?EOjUpx9kz;4+U`USFNB8_RLiW>TQMY0xkuyCJX9IHcO> z@)frVh`)zLjsA|Uhpxhi`P|H<`+11R$n@+$^ZuC>8}vv>6&pSAjLQ}ARO~dub0`AR zw;%sx%VpDriVrYoWOUiPT#6+@jDDB!HFB zJJh;oluXU~3Ds>*?t1DY;1wHpj*Y3pp=glHC?V`~c}fCfb8UmUh4V3(?MlrwI3 z$`fA@1TdZx=Od8EfV=`+Yxy$Sdb&Eic`jI6e;eu9fX6m+k$AEOpMmnqMnT*0!e@#k z@=6r!hS{J;d#4d(<_)-SHWx=ab(7bbMvDVo~E;V#Mp z0y+(C*ngS=MEJ}2A$qw$A-`cYx%!qffC`{vRPAiblS-p+-Tsqj=XnZA0YADCAzv26 zeccq-8k7&%qRnQ2+`eh-7>`e^&D@ATKg+DT$|RS2>O5#UIMyyPIDIy~*7M~8!onz$ zw?~J*07XCP!j+^jCu<-iHU{(3woQ9qqpeLCT}SXi$hqLrJ6xdJ?{QF-Kg72CoVS$& z=q7Zp?L%B9IiS_mkjBPoXF+u!u1-%+!zafQ?3w`tTFl=(HN(JKPgSAHz;jSgU(a){ zr)*MbO18UB2 zvsZ~wT?9e^0?mtbf!h_hp%T#(o;}rB(-K#_mO=dVEbfTh+ z>FH}^u^q3($MqNUi8=Y;550R;lYv&_5_>P5rc96N)f>ZNJuEHX(#;Fx`Ctx~&eGWi zAm{Qujp~hDz9_O*Fbh;VzZJ+!9N+s%PKQ6&xpFLbkE$_r&*LLQ(~5)hH&D(JLABME zQL$awF{i%CX>Mb@R&n?QN@LDl+b*cceTlGI!=`v+1aK!B*JWE#q=HCegn z8s6k>PTw@`*3s&2+;^Yvq?g41K?;%1pS-)g?-|Fc7A!*-T8+_l*-K!BHi!T%Vkfph zSiQ9tc|$O9MYRl#LBxNvXCbjbPR+5;ml>_mLxFDlw<+}c8KLU6{_4+@TP+?&#aacp zT_*C*Fo|-^;ZdODi-jIWyHu^2S-v_<)jF zTWqwDX1E}Dib`h0`D#6WeDag11M`fjyLa~Y*G^qimd+UF1H{dmJV~&hctFvq6+W7J zc$;)vTco?%_}9*QgbVq;3l>-ZWovC{uwRnk2$0sSPxf{Rpqf7^`7fi|>`BN~QeN(v zdfC|H-mX_n3k;LZ2aVqf)m)ZpI^co;`C$~{P;;&4Kn~1|k#abVZ4g#GeM>lsv|x6QP-BRiq^%JfqAev*W9o`!tJO zc%I?EN_fI(LhEagB!or|V|*LfiLsEP2t#V5`u#gdW3T$x;9{gj9;b0F{T zT5(+90&zp;qAHl&+Gp?Wfm|e+@mETUK%-TibE@5kf6{s-oQIXiwan3G9#V+51}Vg+$aXEjGi>BmF-;4LUu&y(J@pS2Y<9NY zlCu)*5_u<9(vX}qs@Kvh3ZV7Lcb8R0RTt1aSn71W*>&Lc=9>DSrY;t-Y%ezvAE|eq zMqio5P}#&a$#eOd)?*;Tu)k4TmrL70Ekm z?{gXeMV7Jq@gt6=cR1>yO`ARsw6>TJYK%)lo}W$0)R`K1k2ni72cJw3F=hWU3%CMG zu~`6CPi1FMN=X?_tT3}q<-~s^)hAnPoU1Ov*7BiSlhe(Y{#Sw?IqriKtGN9S{)Md6 zbCEWGqGW#dOT&eyIWChlxnFlo9zhJhC;{oX)Q}{KhzEAL4wcfYWG}fg_-sIAo&vEE zH(3XoY5mdzGc)Z6m`w4Rw>Bo?To-fVCCk3z-Oq`xS6zw{COPtpvXW&UI9xYXsGecS zJ>8)wQc2pHsN}Btf?Pkkv>wN)*xI^Jzt%7}9I??b`r}o5e@#~9Q}*Qa*)sPDp;=<< z-0O`!qp+2T0AL!iXQk3?O=i2IpWf8oU3Ru9!)7YK)*Y%?$<8)50%+S>*v0!P<^adH zFUYH1dMeWkaL9|SgeTzCRm)%FTK$eNWUx=%ngHiuB(;jhUIon#al7;$E-sLwmjfrv zK#?v&E3NP2>~4o7e+^%<3IP+c{N*&n{PTX|cbC1l81u}$f!A?s#15$Mg^$aZotwjC1OL!C2#0-bR;ZF}vGdwV@gYTdi~m(_DP zeeSH9U?(JGz=pESAIZps^MO0ZF0X?y-z03wrJ$BfI9Y@^es5s97u+YnNO5*r^}F}7 z{m?Y#9=c~^^hM+{b|cY7wBe0WIcgs)Z;NHO3b@Laggg_F4!+3ZZKa>lrzUTW=9Y2- z25+3H`r3i4P&MA!vZDzsnbwm8B%1bm*NOQWe;cDk^}NtacqbM1hc=j4d*`F$Q79dF zyIKABq?rea1dV2aK6Cl9&hg2hlDNmv(#qD)$`jSq z@7QY^oi3@K2lJMlEHf4+Lf8Gd<|Sa1X#Y?P_Oo(IMI!PABgJ4SzlZbYq$GiAhY6)O za+!PgX4tn~Qxxzjf@@xeAl`HQBcD={#DFkK`a>FU&+m0fMX=&?X$NEYua8G*GW7!~ z4q2x`jmQ1FCfZG0 zZnCotuQ0vO8Y$@Z8nee^%EXXppQT?m-+b8VAVn%$5%e*4B)DGHE&qBd*O-y~{Djl} zbSThCO=i2B5w|^J|KMn0XT4KT@pfDy(A3zgo6EjWE7E`^sCYl3*5-1-IdFf7-BoVR zsxtUF_$vQYkOA^yt255ys@90BH1*XSIvy}^F$d2NGp~IwIb7vZvg&ZBDN)i6iy{GvZ|c`PZDSSF zuSG3rqfTW&Y}^0f(l{saYy2fETW?HNy^nV&*mav;S@T?~B9R2B^StOfr|3asOW|N8v)8KUT;?Q`jCwKD7`I;p zrqkEfP3c^2WRVwJ=MHf1Rsr@}Nj&{PX<#Y7p!3D-FFHhYThG<&IQspUGl?(yn)Td6 z&z0JN`fAQeV4K>iw~jNow*FFAy$@r6dddsGEyhOGW_8c(CJr~*D7Fk*fW;t|g9m~X zZ{g@5S7O`LRxUEIE+r?=cK7a>R2*aE$j{N8XCEib;u&>E)m^oh`coM+mw;40 zSC3w^Ku>#t+T}8JLPAn!e(<0$UZ++XG*&zm3U%7HUgCe1tJio=_jfE(PzbmMM@7W~ zn9tX&wKVZeF3Xby)}Ybs_(KBtdiXGy@g|F>z5Sm-Ni5|j^S{L6_xkI%R(8acwykj( zQ^vo2do#p+Qy@@Rw@10;c&MB%-a1JKZ0xpyw4jLb?UMlmil9htFKw~aicTSZ}e=l zpH|n(jfJSTSL>Xc15>GKLui~edtJ%=c(Y!M>l&e9VR6N|f1e2z!MQp%NJ!8A`+`j_> z8TZbnkc$6SEh8Y;Ba| z&ABLLR%rcy{Tj>vxSRin@5225g9!E{muq)nq!}ogu*6Gk-~>&kc56IZPm@f-eXc`p z&8=A>O7_OI7X^}83yJKN(+A5U&0WEhmW|uM(EP@dF05d3Gh&2IYDDU<{>)fQ(dl@b zB++xTjwhi)B`bp;vIc8pf$l;M7T-;AiT+;I?KN5>=_WO~mHiTd0;)}o>{ccs#ZG3& z*3@dtzQdY!N!WjAUe1Dat-1amj{a(u^chtA$9f}IUK`A*6`K(llMD=vBd&NBL3Q7R?@5b~+y+G$G zkX!yPZo!RwO+mfps;EiCQ>J;~)s|Y`XfRh~pW-S^7N9WNe{+Jc(T!T$d925`^Db*{ zMH25v{_hK}RX92^S&=x-9}E6+Ygk^p{EM6KaQSQmTP+2spLIN+pr-oge;yb+47Jg> zw?8W`jzfH$zGe|At6ces@t>GpuLa5srY$}j%dBJCNGNMP(Qy1*E@YPSb&9nE%12-} zeC-lgS*|X5%8jSOiY*esG5P`p3Tf9wMdGRh5Xya`;JM3ijP{WB#!w_X#vZNhX^wSC z@7CykR=zpAp9I?jLS5oKSNE;}13kjzhP`K|f97;{T~4SzqTuFn1Fs zw>PgOrc}ju-Xgb`ien%1@J2WVB7gOow;KQX7ng;ixRhf#s)Em>G zC;V5CRlWmsJ^<-=$SQ+c8(li_Qe`g9(qZe`mLhZS-t3%(mBXrG#F+>KXdZypP{dB5 zZl?<=2ndsO3T%Gf*x>I8>(!uxfasrV$?IF={EbWW($2R*lfjJqhs&*Xkbt&lH$1nQ zcwEmMaZGPAvpKsqUzQrSxO#6Un|%B&#w6c;v(!lbsfJi*4aDj$Unczz-3r}S_ik`= zT8)_dNKYNB%7<{;Ojwrj$-oyZ9&Evy?TrPLXv{9RPOrr_NGA%U8!3N$4r|G;ZM z$#EcF#WqP~{U-A0layVK;fOh{zk!ZTt;f8c<5tlr!k4gD1*u#Xov%LXFD}7!B_9KP zMVBh{5TSb(KZhvnK;Ifazz8+ry>7Gg7yb>nTxNex!NUiI8`o_$0C`=?O~(}tz-m{Y zAZlBEzCUMVCcXUA=iRVCL?};T?ysBQ=UX4$+$$*Z;zs;P%6I-j2odH>^XYYJiK&&v z;B&4X!x!xjxIC-wt0JMsuQspxKmQ|RPz2&J&Jxe3?pFm%>HL;OP~HrVnVC_^-P({rB?8yFYKuq+^2(eic$uQAvSs zhTH`GH8gahFFxgc9w^nFeH+a0H5b}ugMG~y^8iDY{otP=x=Vv5moN%ESOdoFqV`LG z8N8xP|EAo^fHiP?XXOK{tgh;%-kJaVbkt|Iy*b#07r)xll8m5srz~4 ze#}}rt<68Se?En+54jr^QbH~&_EgLY-}3LN z^ZaytW+0+5h(ScPE$eX0vf7(~jw;vc&EJnB#z(x;v3ux*psFw0yS!;^C}BBOoW$Sg z&{_iGLHcQxq)%=LVh%M5!lZE6t((6>tdU;4KeI7QUcwM+$?T#d_z&7#_r<->Cn^GbS$Pv%c&X(Pi16>1wGx~zgvgp{o=^YCHWrNM`ZXpi6<_E4LhZpy5FAk)Kzq^f6 z`0?)o)LdT|_Y$~_P*@zf=Z#HB$%KOo*9n&$@t6hFf$={>o6SeOhd+=9S1aGvqrPO} zeK$0u@F+Y)-^%I{7z|dbBmK9Jn3=CAg=i?q#9s55xS^uvZ20$(?g;s)LWD&Fc&W7> z`)(+w$! z+bAfgF9*j1x66K$Wl>1H(eoDYgZ<-_jYI)?ENJ5BsI$N8!HJHuGslkoZbR*V)bim8 zCaZpGYHBE#!=hkrH1e2pAhNZ!_1jlO5#;yr@bEg*qr(#ohW#J^GspaA4(g6VLbm`? z%q+Yi=pa;X?!uaB7t{*V{x@Ag&s=}_qP{fiC+tn(ddg`#of5?IAGUR|ZZ;#aLwTts+F)+ege!e9y68t9` zN86yIVUfT0l77x_@nQeB$?QA-gYi-@>&yImmd5uM=--o)_aCYM+o6J_{{Q@8{r_so zLG=CUw5Yo#CMGgn_WzNZ)3>L7V~hPMd>=(ffE_xYjPC~D0(x@(2=xR?f zstHft|9kBJ+QIxU@GQhLefNV%CgzKvVMiQ4b4hck=KR8fP<(!C#AN9Cxv$UG-Ai5u z%~_avdD&#Lv+84IbK80oD>8aQc1K^_a;^v4KM)~dVP%a>PDU~K}Lk|pLcwk3{6QPG-qKUy%3KYoShYL@^1)y z)=ML(p@9cDv_SOaXV1O&$_{vh9!Eqc2e$=dzs~J>-)GwP`*$Z>T-+uHt66`0^uFAG7o1eWfw#?`nCpA*QZZ8Sd|F#<73Q7@L!-^ihwYHu@7!%9? zJ|)FUogRB{Z)QGk_3zFor}hhpPn>7PyVVn zQ}4)4w6nWwz=prwhFH5b3m8p?`2>sS(MPJw;|#c6;6U9s%FG;5)~uUcW`QytDi`_*8Q20kpy4Y^9qUagTa~f`_n;$=BA=}3HP~58R+}oN08|s_I@I)%!!E{z6BCQAC8TQ(f|3` z|CPfcJ)>^JdtYC#knjppiq{aB;mlO6dehV+H8~789RAk(=UD=XMdTF7mOFhAY$Gd< z>WbF0wdi4i2gFT#sER*%y0-m`r(7|SPJKpyi+c|hXr%wIrDS7t0h!hdwA^eP4Y5gM8d zwakb7I`m{ZpBz8bw^Nvn(M*z}h0{BP1&^9m$jw;yw?OZ8#M6uwEttC_dk_#6#HDthC<4;k{w(6UHzX!6FOMXMu8X&a;ghE+W`2{Bv)8>(Q6rMNiw-m1y?&hRuL*>qitM`*|uC7x)LO$it zr*b77Yh&Ny$s}f5W~;q$)F@x2zp-G$U*4+6K*_|^;3nd4c7OIx)XU7iY$9ZR-3n&HSCcMD@9lSsy1%ea1MUb!4LV#QJZvSo*bnG+&>7YZrr$c zh}5VU9q-_70C% zlQY~Ndr+hre1bEJ5pBUpkNuF|+Io3wt>e4;DGlbE{5!B`?nuQoUb)KR*nn$@}+1V_uUuL)V1^3lSPRT}a1{{wyZ^V5j0G?zRBVj$WK{Zfuhb{;S zBuwxwN+_E?J1j|u;rl@*@(jUKK##mS?k{Ml@RXd0IFhYtJm$!V6B84eae!19pFmD9 zioCG6SkzfnReKln4xO&v#XViI_n&N&Y;*G!<>h_QpwP~~9>2%d$@gzJAwq3QnV2x1 zd+lKYvO+;cC6nEpHBAC`Rl7O)_81x;ne|#HJ;>+^vknJ3Tl{Z*omEs@VYjt|yA>-| ziWR6pad#`w;KiNd?ozC1@#5~q-6gmdcMTBS-6g;YJ>NOw{5O9ta*>RT>^!g_|Hs%q%@w-V~7AL}9XIirqS`Ocrgk?)*UQW;39>Q%8nqCjvf zx!#Dk0;2{O_Y1)*4x1c@woJlDMDESshaGt_n^6qRYgQj`R=Q0yy^sOB2Pgf>W238c z?N1!ukVSOhpL;#kK$%u7ApIeL|Ej(XsjyH~qx7oQsUwuSlmR2dlx4VbEzQ{P!?x50 zcStJ;M{aQhJ}o zNjUBQ5xUOu-(uy7b$jpaCQ{@OVF1pVt5in!RJ%8hp7>o^7JgQ8tg4a6iHA9ei=7nf z(gWe?6z3Tiru@t-Y`VtBD~lnaeKUn0tFxc7Fyfsh;43}!*&DwN)BW%ODK8fpQrlxYqX*Eg4Utn5_(PC3)?T%^4x zjX;L=Pa2wByQWQgxNU-AI6!z*)Y@!1c(=`-rn8B-LmysTd_{;fn_|c6KmpW3V0M9Y ztH#6(ZzbiGJL|6$i6|7PZzhO7UFuJAZgw+UZELjS!3NOth*|Y`1^o+bWM{F6qPug8 z(w1tS0_rEXU7{mfxi`VTlv#3@AUz*>EnFL(B2n*qL&Ujq9sdyv3442%gik;8V-l{g zpk4<|rDsqtLvZ))N;~R`6SXY14T{T27b&~pf!L3;)d?~0OgI?}Jm}@eYZa7{Zf3f_ z^1Pt}7Y|0-Maq+L+Py;e5w{5i&)5lw@y5+tJ3Bx8XEruA8l4|FX%z#&0s;2+m@%}S zHm<_Bn<`9z&yIax&FaoF*Xag+(R29_$G86Ex{d=q^m`1R)vb>=A19;B+g#6BKTB;+ z9wi}fI=b0u5n8ro8>2!5|IMe04(1LVxbIHoGR2!W*OVM?qr#6R&BNV7?q7?wEKnF; zX+a;}$83r#J2Joj@SF84q!vpZ;d}^yf`TH@R66r0Nn#8JSE7^^N*enO5#_z&S5`(e zyua$0+9TnO-*a+H{#SH%BJFeVp=d zc}|ffz6|1RShT3$@Mk!Ycd)oCa1C?x7DDP!f)U|zib$Df309|nE}uhX)Qrj${hmJv z#7ovy&n4DN$Ss^(>(7DB0$KIq`;|(Y;{uE|BU_NA{%-L0jbGg$mKc39ZH|bD*jU_| z8=rTBmrWorJeqr=acbVoWZKNSWFmNiMxBkzmu2{#fo`9AuWqG-`A1TgEzc$ggUz!;0H6)=IJsiDZ@o6?E5(z?RAOKtKZp<1d^!ag=6b8NVBqi2Ar=WMui0l_`KHGO;vzkzc5~i z7|PEmwSTj)1&;Qf`hZngbEh)C%+q?4@0))_8%eXPemPn*@*}L~K^&u$@SrjW)2xo+ z0=Qnq9x{Zf?h`+hYy(pVcHBp>1MsWUd*H2I#DtxNk<;{v7u>7g@$n(U!^1tqmm{Ct z>MQY>TUV%Tqaq=zJu@fzBa{R`5N6f9+n6_d!|Ce>m@NtPdu`>kduuF7t8Tmi@ODpJ z5sl}>Gj3VjQ0fXO)V77D7y^EfFXU7Cg#vH_xIGsLT`jA&yAi6bCd*5$mn2~d2(+qK zi;GGI`N|SAWmOlWI|B0yPu|#pmSHn^)U5!nQ|H$6y2cPA`#1hzLSx@Ntc;B|q=!$x z7UQIN1)HZ%la7&b>&rrSU>Z#Djq9JkAwe%{d6$U_`xkCC`}pQpxoKY7VCT}d*kZQ< z+Fn$nE3LN$9%VvQi9qQe+8S&VNc8fWNTqbrUAMQ~$Cp=YHS$7%d1Y8RuZ=HlajPyF zr-^Fy+acItiL9PN6B84yhAkB?ri;w+Gkf^XD!{=4;ckiXzB?5q3w z`ntSbA4Vy-)Aw~>7vnA3n>CzF;7v4=G8b#hN305iW&&j{9FpYb4YYL;3$EfCM#rXz zg>fCZuF@`f{+4g z7VZztF~cax&eKA5h3=v7u(kIUHLps2cl36_pSRJM@UXp=_{D&{q8dkwN6f6-(ILD^%mk0e)VRub%=Kdut_+j+m?p%@^UnqgMbXPD zs!sh+Q~1RtnLT0oGpz{2S@M9dmyB6DU;Qz`9reb`LORvAj#e6WjWl|0q02R-^`*D* z*+1&Wg{x~RB6jNcB_tvseC*q4$Yve&{9G0sW!QV|JYTu(sieory#Sjwi6HH-apDuY zwj9>FkjO$udSTth6U`mqaEd;iV@O!CWuvuMqdUUVnlEe zZ57x*e87MWj&w;QCeLWUh4_3#hq!&t-rLpTrSdcKz$bSdjMG?)}7LbA9ch+rRT4H>wbvd~%9ipU6=X=3tcVmYfMY$LlG}SL-gKf8&WfhKM$9Hn zs~c0x+PmA}M6+~LM27`G`$|%(e|&1ne~L1#Z)+$KKP61kZuRzQ&Ti?X<~MO`@0p)) z#CT)_Y3P{@5G#Y<70`cpo*pVQrb9?4oFQ|k2XJTCwUx(tIpX7`CjY7`mZe5}1hMXD zJ#|Ld-6_lQ7ANMlBS*Y*M|R2>6DdDc0&*Cu5}7OzQ6gs=I<#-dbvshwxR3@pZ6vIt zv93VWQE@lh2NMtZsk{6Inm*5fa=rG9Y4^}Pc>_lzPoBb=X?Hqq6)kLkA70#!R2uMe zA8?_sz_)wtf+Z|ZevPE%Q@hhJ8{{``nQ2B{s*J(elKA=d9Pq7i(6je*Hr1&ysxeuE zVeg%Q+Xu8EOdrvtC1+V)XSR5$MRA54@-C{e`5@LEwqLbZB@bvhUAM5lqZMn*2u;6=tnw0`+DB!1(M+Cl)s!Gh;>V{j&bXe-SY$m_Hby2;&<$Kb9MgFLSIK zacKN}S1<`rLUN{^@yF-ce%ouHP-)>4)V76_wg134fxC@msCnH)avxV5z^CqUhCY~f8d!>`T( z#e>4ds^YB0UrX_+d&mrcge%ewk)`)P-jj(d2MwHxw7}R&gUI*5=BDciQ zttp(<-E6(}8y^^@F-(Q}^)f<;PENXoW*;Y0Gd6q1p3&5bm5l9WJ?2xQO^7|MVi1uFh%eM0P~qsw8@^R*}4oEB)Q?t#HXm z$F7+J>F)<(=E&RSBXEQL!S&Ifk2|_u)+yQ-J7fK7ZRdmpD?UP_83KISsc0G+8cCL+ z(D?@}5Jk75SI|V`7L( zk$q2~3qFyzIvXc)Ynvx>bk-U-=r&WE&EAi^`v(WHtQAe~l&2prE9``iqo5=wwpH?^~Ad zc$iGKSN)Dz_-iDhB<1Zi_nvuD$&~V+6DMh4UI&9Wxj{PVJIjEp?;pU8gk;0;0=6}(_Zzd`88%ZYKr-L5=Dm*qW&|&8;W5vil2SVcFRer zQHelV{uA~O!4vpda&=F7GEpz?TTYQN&pD~m8b#JWWjt`b`ejx2!p5?8zOs>khLN>6 zj$z?R>IR9QfBNK+4|3u3v(Nt357*4Ja>L#pEvbJWf;~CSIa;#9KRxlYrFL30m+1T* z{+aehd^R@vjZxxMZk)LIpA^-S)MIK~U)Zm8{=YqkiMYLy@y4r68R>+NBBzFX`Vd%s)WzHu0Bp1wE zK|%f|{h0NCtsY?UMAg~vb`s)TkVf;Y`}Y6iGyZ>V0J8!R;D1g^Ts$rVMq|#ln7z<0 zw#S0sB6`zH3*THF-0p5f!8lruh4=sUPx6YOJdSqHIT8ThF+M)~gY6MUou|3>dLk1? z`<@eGX3YR7biwUe?zuK`SuFD>(#YJMj7_FgHk(?#_Yq-@6O!crBJj(|D;K7v;4(?d@ z)qLgL-=#QO)hy<9Q6sO@5{;#Jop(n)D$glK@j zDXVlXjzB9o z{-a$^pk_C6q;9LE#PQ_;IPsDCGGFtX@8sgYUQ<+_A}K(=t!L98uSh_`O|ic)qV_blZCc$m-t`1p=``hfP**D1l~A7HIFU zOH#}U@DOH8RLi<@Brxo6Pw{5hWb0RbGh1r(MDsqeXWY#2zDJ}{*X3X-;uVzE zX?y~xT$-771Qwxi@C=%xqLPWUbQT^tw<-kQQHQ5^h}6E&x>+`k`^Sa|`MITU^Vq^_ z=?gs)Hcq70<|AN@Q1RPG7bwL-nRK;_P{ct1SPr8ZzqlKm;7XslH?O%`0~WJRIA8&h z6zjs$BGHAAkh(dfJ4XNjyI|@e`P^pG^1R>W6P1z0hISk1~o&Fk=2EDQxO*wjH>@X&rkw z1a|>d0=QXZ2vTqZzLp|ZEZzOc2iVp8Ws3H~? zK^@)Za{u%>1Q|KV*N#Lg2$|*gALH8-h~zZP?M4yGJ9rMrypeA4(D&CPO<84Ukx4IM zW!R$2Yd1#pq0CD&?>+WoO%R-njU3#u)e5Urbia3a~#wuYEEE-4HeQ43?jUn1ins3p9o2Lt3br4@&c2FiUuVC)G zX{B1X?2p9HcyN>YuG?{?mhsz|t(bB6G^4L4+vrYDHCyj zW$rj!vW?@(F8#K-5U@+_A`I=^$$?mvDRW5th9}P;o1}NGipoD6Fx8&yz-)_cVbhHa z;7=2=rln!Mzt*`!j=(>#^9av-^A;7SC*&-um^iyQb{}pyJdUAAGbm%O>K85hysui? z&a{)n->2%}svL?D5^J#RYm|BsLfu=gm}c)w1h%L4=0h2G;ooV1opKH+Y;{fr-w`=s zO~05jq%daHOjAp5!Ar+dAU%tO0}B@vy^CT(OdHv0-MMnVhe!2;BZG-otc*Rsif_|j z@xN)rr@gVtTz*i=g{3rZ_)j;t%i0c7K@1R^_pf(beC51I(64m3Aqc;CFe*K%V6_R! zHKzV-5SVe$i|?WjyflA&z>z6Vsou9pqJ;<&V-n75gTo&|*SA+CvunX*Ye#&;TFOY% zC!KP^6*$_UJW}jD=Iy3>7xvaQ*$^Y`h&p56R$$w;cV0dKh;pM}L33HOVH4N)(RA?? zbZi@lRmUO0z{1gWyoYj&T+P0&4VFIS#=F~7?9}$h8s(~VOzZ|RcU#}Q6c1ZrY-r-C zpJ3(KYZqPEK&Ke(ptxrVbHG}MLKwgD5sVIQNeJ6Y{q>GiVSYp@>?>A#a&D<_fa7yz zJRtP~1smD&zh2|2$ez){rc)3&<1N7>x4VXqACmo9-!o;%OMY&)Uv*{==;#W>h)$2i z3Z8;%07u-_n7}pIxD{k_SP~I2Y5yuO--R>c;05tcEX;(!OvShg&A_Pwc`;mH=)zs2 z`vDPbi?Fw#&2k%(bPU3*>1Z0v6jc~@FVN{ARd}Ne<41@yQH-}?v$!9M{u)v2K1BpQ zrw?Hv!zs0xmrx_}tfvI(y$^94VvCjpVsX$*)q&aerP&QPSgT@9yY}{Ap3icURz$(2 zux(AVDZEkow4sg_!vkHG$j#CnMp6U)=f%?rqc?ib-zoL zm^#?8oVTGfIhJ}9T(48(?b%rsHQi#i`AYY30{cArwTQpp|CZX_-oxuciOt9eB@F8pL1Nw z(SAx)sN256(C<;_X{aI$!uEIgEA8Dowb%*%Emo^-IrIv9kLi5o#;o7w+$WpeR!#^n zP&^0#yUwti%q8^2!d*$mlosBApJ64iWlB3>gs_((c2OS>ah}Wv3AA(5R&WDF)=?o4 zspdqyG+>X6!zq`)l|6Rke-{See?W6;b zasqp~qvZWVVbvnl^ByLW@6n8gV<Ghc4!^cJNmY|urIb+*X zUB$)-*Ym`~vhDLxL#6uS_{vHo%qb)idRQ1U9A*22Fk9V`<*Q%Vk&yVI1tQ7EC~5sG z9wNmvuBAv?KcV38OEu^tOZD$QCb+?k%a8>670FM!RdSJMR%2!lqi+oE@CDp0aDC*q z8|4k(0qi=9SiMP({+OsWrBie4!dmt(TegT%zgg<)n&#a3qh;EY z%$R6QnXhkVULia9RVDV^oyruWBG_KK?_cTa&4&dk*gO_i+;C4`=M$WSy-5&tPP|)qkrGODC*M zqxiNk!vXTQJ|DnYItK9fW}HN16wvrzk;18~#IZ>r^`}A+Krl<#r352BgCCZMdRwwT z&EH!77fkh4PZO{5ISyN^);$n!oa^UO`O&mdK}=|18+M?HW%T|?~7&W$_RA{I$g`rr;aR(0nw0vS+%JwfWx z`nlPXwS7!f_#fq4A~cr_IYrOng|^!;I3?)Eqy<6(33#ss!~QMY+BOAyS@#}1x=O;g z5hRt$)#{>!U>4@;>6w~8M<42liSc<#^1G|@93EBT6^}T9lOFU+#2=+}5jbtGBHzc* ze%L3oDl9{5w}L5!Mm{Fj&X?6uEIy}<-o@H4XSwVATiI=Vs3#$;fnxKLqZ* zrAOh3iL0F^i#9{#Do=kzor4!7^j(7At@*iv(biEbX}3{)g|Vx~~OHDxwugDJfQZ_b>emfj+9#kbKe4g_{(7b4lqy#v!y;NFko#?3 zOl)jnT*S@I&Gl2T)XN)<9@@LD?#eU#^mks-0|kHD?Km@K4&~%}g1E8aB7%evFz;`} z2+}<#3_ibB`oo{W_nZ+#w{%{*<3Gx2kRMM*mAZsl^vNgZfoUBoHb6f%SGl3{0Z|O8 zc*t-}m*d4A^MIA+%~YnrdxQ*jGT-bRbmKwmLUFp>NO?arYb}n4&$Ax=j%nfxY6A?8 zmth!${VmiHk!9*CBVw?tdD}z2lId3r9-WCm=}0!0S)AO!sLl`grz1-T(U?-V9VyUR zZiCP-9^jYCdzfnhYi2SMZLS*PIOGY|rQNZT5RTTg#i79bSnJ{fJUW_;r4~Y=r54h6 z?N2}X-G+i3pIrL|;x0}422a-alm@g+c)l5g?I(f?ihqtWT^eE!M|~8J{8OqInU-U; zi=pid^d@0HX0|(er%=gIh`EjQH#vtD5kI2j%*k25LO3Q3j*9`YGkg)4*9M6b48$^_ zS|$C4i|MfVZH#}b)`gV^EAK;=4daD-vq~tm6&9PCSI=oqQ>IdWh43_rcF%`5SY`TI zEt|KiP6*ehopI3xqGbMSfk=WzhR)3ctPFRCqU@Zm%{M$9e>2Kx)1Rz)gPMa1i9mu&MtF>^PMfVMyS13H_`dJN?R5KD z&gT|RQ;<7CEEtDMxu9FEL^b!y%JPuJz3`2J_2**L48Y&PL8aDHH%8`(m{Kf!nd~*| zUlgbV%*8=5-3|3Q$nqI{s{&^gOSRa&e!gfyWc~?sluHcfTXCw`h66lTTX4R|_@63O z5nG#7Sq+a8oL}5yA%=#MNz}XcN(X-p;eJqtBAJ?-?j+Kl;LtG=?9CF zxY^fX{D`U*gHac@52G8u^;(tWG6s!&;?0uB|GL?FFNMBW5yP>(`04A;c;{@{AcWH` z0&)4BsE063so)jOGr^njb)vpZ)8d*6*Q<4dN6zr5jqK^}XD+#W~x`hys%y=T=uRx0WKqg+=2?n)Vz?ewVBf zMgbYn`1c07^2B0k=~MXUPRoMHDqV(T=M5CjDTBA2RM~*slKz5+v0CUra7AS|Rr_y` zevh%1SSY*dsVpJA5y_fafNpJOeb#9-E5B;nc*Efe28_(eX=GR>UeREF^fc2PT9t?C zLC2B?!+w`Mrn~)|2G3EGX}+N%U%J&R_OW|#esl44%d9;!pVRbY??i^ z69`QAzS3Jc@w<8OIvo+yIDYc7Ub&&^eZQl^@R}0i_JPG!&%wlM&$rG*XZ~i{EWo8@ zMj<@?pgoKt-r;_{^}Ug%K?7*Brw9Q=Uwg#q73F!*0ExdG;>eDT>H~^jQS^ zNqCIOm3pA{l&i7Kv5X!GMtc!58{5UE-0%Q<4$H^jY?;-&Fn1!PHRK+e9A7ML7~### z-txy8_tNo})rSRT2Q%H^=bD?xy^quO@6h5)<^m#2%QfrJ!-zihtaVGB&I#R$Xa`#H zc##&!XGR`yy->RPj=7&|x`u1alhXW4wZfaR`OlXzH6#zISM%Bk(A6qL`$4uH8hH2MRbyLDa1Qc&zXplZR4qD7g#9WeebTzEvrJc4@&nS3jbEed z8>(A8Eb%yRk8iKeh|%@7 zUwHiGHvjR%i5rd5BLeMy=#9u}OE-|r(#zim-y9r-Uu0#_02~)oQ5Kqh(_nEO-~Q!l z^x2W)fSH-^nkAE|KjG#!WReMHfUU)&tNj(s+~ou=dh{z2$C-x-Od;y67TU-g)^@Jt zD{foYxAB-0e|zDjak@EI6~_`<>2s%2k8R=`Mt;6y)uyYWCfJezJ+Zi7{&r9HQ}!A* z5YmI)KOM{a;pORZAW#%^05@p12-jt!w$>L~}AAfKYLGJ?p_1B4b03k$2!>CRz#FDD<7 zg*1G=);xD#l(jM4@YR<9`PgCF_S&+dj0f5+dp#ft-Aw;>s72C8MmMVTcg_Y|`!6sO zx#SQH>>c0OkA7_7poWu1S4HrZE9l%ZMOip{r~NEg}hwEWJ&cZ|C$_Pnl~^<;^(UTqYrmXkYZ;%Mrw zF3veMC5}o&G6SZz{J-)e+K68Rym|6ST9RC3GPLWMQL^^By*LEeVc_YeJ!oS}2UloM zZ0L0F>LKT|Uip?Y`xDu|F}Ad8V}A=WMcsM;Wf|eg>?n t9Fvo0lx1$e>ZLct{y*Cja*8gW;oieXEwdlv{QGAwX$d*;a#4N1{{mf=$)5lK literal 0 HcmV?d00001 diff --git a/NLP通用框架BERT项目实战/第二章——BERT源码解读与应用实例/assets/1610378368510.png b/NLP通用框架BERT项目实战/第二章——BERT源码解读与应用实例/assets/1610378368510.png new file mode 100644 index 0000000000000000000000000000000000000000..e61c7b046fdb39842a7f77a968b9888984e608f5 GIT binary patch literal 30200 zcmdqIbzD?$5I2gVU;&~?gVG(6(jd~^-OUoxxr7KP-5ny$(y(+X(j5!3luEb6(s2(0 z`g`x^#{1rT|GN9fe&Fmm^UO0d&&+q?e3X|JLwkV#00{{RO+x&QA`;TwLL{VHTK7mJ!_K}sGD(E*cOE069uMayFI43YG%RxNOW!LS9+_dp%r*M% zC?#B&x2|u*eV_J|B*m%JcOj0kX@OOje6K030>#*@gEd0g`pxhq{)2poWV#$50vv)y zu*Ifgh(p=G+8ACu7RouJzADw{7N#=3vM+FC)ec^|_?>}H#8n&%;)l=`>lV|+>Cs6X zFJmk{b6x02N~%lQZb0aHiYE(T4*G6g_=Vw$8fPBaogH!7zzX!v)WBQM2eODgre7jX zm&n}J=n(#a=cr)aq46OHf&E`X;A% z((wY_5?lVa6|#*x>3f`1!(ok0BqvSM;~JMgkFy^yJUlx-IS4I0@H$(w*wC5%WXmrP z;mlkzA)K^2NOYVks}_ZxK2R!V@)EwtT>_s4dLx93##DoD@hf~wy)pDp#^PDkZ(H$=s$?FpXB z$7-AHatL&}U?J)Fht)nxf69n@29AIOr9(oB9HIlUvX;fEcaciIwp4QQOStYN=i7D; z7yePl;TB>sF&Qz->47L3Ad*3=b=aVLQ@I7})8(7t1s~+EQ8YdW8#r095+0cT21|@X zid9)=@J1kHb9MDzsr-oOh?y8Ay|b_QjcXoZrTBk%M0)tO5M``m20yj0r%wXvU6VJU zBb`bE-f_8wc3PcTcbt<9b?vhEpTUbK*I6ip4acHO3`2vxGLvoHwNTHspfh}pYzv;_ z^G_IF4y?J@hOQd39kTU-5I>_RSg2le?~kds8_kZ2uqR4Y8t+JVd$??yT69H8J!oPt zFyeZryxS_*rCt8!d06=Bcdf*5sYcyK;#EdWiN%)-r9^eWDDK2 zxkK8BCwgwi^Q>kDQ8;7`Em@W+Qp$AD7WO8JN^N<5C5HrvDSN4|mq-^Ryw^=l`&@nt zb@pR(ljBi2`g1Rt^zW|W*m_P*t6!d{#m(?ANF2|z=fWEH3vD!=6yzHBKE|{%2FR|? z&z}_3eI4CV-?Ru@(3@sayqt7<#m(AiJt5s--`>7 zLe%hi~oV+&b(V{y_MzBGrVKNj4h20j!C;7#x5uSeEng&J~U9)AjF;hlQ<>O ztAdO{Ys=FVr4q|fer)cv@2FQB?{#Rmf|WK|wn6KdBQuTfBI)=4tRO;Ke9k|4OaC1B zvqhT)!de*5#m|)-kBk%p58T?FKu6j|OW#0ZzW6vByD2`S=U;jJseNYCE2 zTpJmZJm!Bc`~ELn)+g3-UQlGHx3{RRH|Y9h?{ZBWNgiLX)+5@c&`Ba{2K^4AHJy;& zA>5v<6eY-fC5pmcxg>_%ze5hR^Q(>J;NI0k4<}%1Og)ENk|Gk1AKKI|tsU>HCC?|Z z(AD+Tnm2{|Wx8jdpGxVCrhBghZ~wSvJprvJPKU+}K`Sx*xqud2_W;npPwuQAJ69_6<8M-)-%eNbsoV zNqWIKYx-E=bKTKUDC61w!Pc^vH_wZa!jSvf&z`EIVl;oELKi!?EWL4XD~^%l5?Pj9@D&O19^*6Z~F*h|IJyRR{PSr=`2;y?h0N#Mz3 zuJ?BAH;&zOB}tQSaF2ba3yH0K&9su~613bAxCBo}N}cZIf0K~VkQ1d%D))7iGuj3I zZU%4)#Y*V8*&e5D*8V`su@T>%Hyg-0;GnhtmHNw<+rH$&=wilGMj1}_>U@#d#_^In zw}W4H&B|t9%)d4y5xo*nOgqR=j19P(mq4IIBp6#F=sgV8d*AXj;o!A_L{Q*ZJd89mCjnLPa3DyPew>}Im~nZ^;pvi-%`d-N9CfO0e_qH|DAnyDv8J4u((%0Wluf>k zk*6LrK`H7cd7@F<7U7#77b1LROJ}Yx>Jd!*RJ(nhWo5q+Gadrjdd;V*V_sR6(LYlN z&fAu<&dm^S6rXRM!PCtP-`!r(?uF_NMl+<35}XYzdkpz-v*?B|C&Ml%bme%Rr@k}k zjXo{2hRN(q(chh=?t3LIEiJCdTggG8!lP>8iQQ^RQ`Tb0;bMIlZ83Si*x{YqQlFvd z{P6k&U2e*0X~R1TOFccotJhYR{PtRY{%3z!)V%IVM;+7xEVR_b;rgZo4INTo-k5k7 zF#8?Pb4sEMi_cY11w@nQS+nBdv7EV%%y8MFz*=^E4n`H%d7alD#$2RB2ddMd@oJeU zOpDuDakyK>UdDupEp1p9_jC(@v9HuYw zeqwR-`C5iRy@XM-=Svd~=u7^*=Vx;kT<3cZbtc^*&CeH;n_}+14BZw&doxhMitY?- zotlup$g+c$>$8EA`^U#un?!QxnMyLy*_9}&)h)1?D4^2J+2U7Wu;4xZb;gR{GupnQ zG$Q=7(x_ubfFWDey>v`ANo(_{Zu7+P7w*XE5^t#Lha?qEij~pBnygU|PutUwthM>P z$gIv2yVH28T%!0w$2s|#SgF>zTm+}Ud3}sEI}GxR6{5#=Du+)Xz`j9v#m6VC)p0M$ z;DRR(F>3-9np-HX`5m67PN%cM1qI5@`${6oCL7*!42@^9rJo!IWK!bU#&56XNjt@m zbqnxlNRB${X3nmPT`($^a4B|YP4Ok`WD^Fe_pNUKrb)!J)Eo%t3dV7WJHRCn5IMrQ zTCz7tD|u{fEGHnwx@`FQ1h$TLrFkUBv{SNbp?dK+N_cM##u6oef*n6+_3gDXC2k4} z6(?xc!7h;wKc}}M$Wb%!g1fBd2O4Z#f?H|EOC#1O#pnQ&I68}WOYCDi30I-)IWo1F z`4v1uQhs;P{uQr!+^U1OnOB$dSWD&1Yvk$J3Kr z{gTg%60}$gDeeN!)ojnFiV{}F(V;h9;q9ha;B)sOMVIT`7DC$TbNJ%nn)`lkGmPw+ z>XUEG{P`#6hLBAuxM|bMNHkM(_K%-9dmGzK%U$z!9C9l--Uw+=Oc9C1aF3B(Dm@P4 zyu-P-N15SR=;_060yIXSK7Gn!yqX!#PkVa%irW@Kt?>(cOOqWKZ&c6?H(6 zXDMlD8jZi*ZTTlkikU_R{*98<40EjqM^>mlZUF<%ND1DDR;buj7e^UPE61_pl2J1P zVAYFlfs2}6zHaOOzETugjV6EGtLWu3;dp-f{Fg7{XxE$C!FC6T!&j{PxUB{XaOIh( zF~*Xg{cP=GIiM7{4Z2oBLdW83c_Jm1P4w#vNG~wek+1)zz2nP%{pTlA`BwKZP5V}E zou8U&n>M|4@$bZ(wi`1SHm{c{)yGsHP*73R&1@To#nuz-b}z63zh29)^pnDqJJ+=2 zF-@HU5YN9}@FvG6k7L6CNNew6m{#j}&Ne`;KcYfcys(9Ww21c){TNz(cg@vU4c1P0 z1?lSQQq;R%6G`4cRdrmQKQ8LUHEo|DLH%pnM#{T)XYBv^W%a@7X}-)eRzBh@8tV73 z6@^6oX#@mExd zq!RVn<3*Nnin%Kt!>6Z<_V@Q2Hoko|gLEKQkeoS~WVs}}2ZRt_hyED731rZS)o7ee z$yCNIrw#5;J_em^AZTrcaGz}RG5i43nb1rkW!)p|HtmJ5>G4cAHA=2)q%|kRpWN?W z6AxLd1V1CB97tO?N|!laUzU8B57KhB4D4WM@QHt-C;1KQc;QVMybGpg;l6B%0;U;o zSU)wMcsH@f-w{?ZB3ic9#pZ{<49`9n+&_^JpqxGX_6T7$9`Pi->`Dp_LI8uX+W83b zT&=Y=bn3?u%GJ6yx#V2)1<_c2UqUj7p#v43umwj+FFlFZNBY!Roj**mAKX>a9q8C* zhz0n`e#5+ii#zyXC58v=eaSrf(Y}?Ecgu%<=B+_lr-=v2!9%i5O_Cp(wD+x~&PX9f zQq076P>)?8jRK9fsh0OCZ_ms#wYXPXOC4*m(pM`KdK6es(3BjH5}ye}tS9or!enV^ zB4jZZqE9Rrysp?@EZ;#Liz07EK_Rp+DN*u%@u?1B<9~9DweQ|NT^7aCr&&uF^>tzM zz9fZO(W=$S1GLuUD%b2L=M8+T;kd<7aE=C~kGT3Zvd*^t=)FCNOG{DMqKqZ4zIB}2 zr8vjGJCS-5d~tmX!o5Yb9XPt~oIl2vduAyZ#rBH6d7Lg+YMZHUv{IrEUtaBGPY>TX zCLitL&U7@^{f=s?Mq<8SYI(I2Gtl*!t0>Sys7T@q#p3-H?-4DPLsR4u$nGg<`Qbc> zZ&q&B$dDC-uecZSsjr>G$>a4Z{Ml%ZP04DeftYZ0w%yq~gJ)+@fJZi5lvo7Jy zU_448l2~}8xa9!{OR$J3p2UE(Ew!8rS~sedzkciXkbl&bVQ(L52{CZU`OS4SW!OI& z7UR=tf8n&Y;2bc&MWkXyS*$VndCWAIJo_|?B$pH#T~QMBegxIi%S}@YS}g;gVI{99 zli}fI4Bgx8#vdKC-hb2m5UssFHwUHq^|@bM>$J4BdgNAGP}}C&l^S~~0Gtil`*0d2 zV_D$PMMOMyO9E|3r%dr#tz}s|$l&B;w28+<=V9xDf|!duvd+fp{WrpjTiERAqF?*l zs~U%rhU?j4v;#gVt-_rIGi9_!hX}*Adw85wieNkR<;e0=9!+Uzz$#T=6PHjP@c{_}DL{YEvs@G_?DwWxWfh{78~(pEWdfiJ|cVkydJJ~$?_w05Fi z=XsGY5jA3ugq{AZ)|=VvZDNy;#yr)LP3Y0UgGKH4tk zRoEaonn`C{ANoLu?YGWi+~Fsh2Nt=Y@S>Be*q8t*=$`g9&J;V1VlDhBbh1>J(jVhq zJ>mb1P^N+9_8Ghp>@xhzk|euGggO-ESy;eQyL@=n#&*}w4OJJH`Q}sxs0G!$jgd3p z=0J*mJcU1e4USS}Yv-dz5;Ma6gBVg0)za+n&}a#D%qswe7ZuA-UAG}b={IWfCyf*c_#wc znumwSO!*7NMP_b|;W;qc*y3V)gM_`+>ex>|SHc zM1${zV}1T|FWGLN?Ht9j__4km8Hs-~*cM70DZtjsVShgWOVO9a!EwL5Ly5`T5q|um zRL>^7<5!3|h;%`SyxOe7Qbq~z1QLDlL9oi0Oj9Wf1(Vb@*=|vbqqxHxWoH%SH!MeOQ zG#wTC991Hgmd^=8_BqR4jU>H|HjIxvq-`@_9Xz$>(OmqtveiSNDy2BRsLIY`<}7d> zPbH2(>RN-}+hH}azDnxmich(<#O<(d)J8x<7U@lwY=ISUu)sbdZHX0sbRS$v!3*ld$xLkkv)|@^eB{@E+CUDo zk@a#W3&zM9Q{)VAA6<~#upO)xo6H;tj^!u}k!te5S4ril=IAlO-3I56Pcd1q$Zkjt z<`(adGTq*pz7BrcrU2YCvk0oBtYx-SjgF4aZhE9IWn2YOYT7@;Ywg-ADp|lRF7g<^Hh5ZZ|A^?x(6(heJOj=_!Sf z&#+yGl2M_5oovkFaw%2Umt;H&HUP31~Y z-v29}v5elJY@}YU{}Z$syphIiQamCYK3xP2AYnZ%NCPi&YF0yKKw$^VCxPvfLtu+g8~pS8e{`w_1W>w5L83gFir zqLL$cHx#~_(3KXmgsp!62&+4w+l<*jBe0E~`$mBOGUT)K4aP5hi%Y;UV^JR_c7~i< zXDdUR!V%tFxYh8MZEYLqCs^9smzNS>19zmw!dMu4TsTzY3Ay3CzmEG({#N@%&ofn= zuU1wgGgYFKOYBt}u>Lss=l#1ar$f`zI+e~r6LF~@j0h~6W;;oB8;r#7qzZq^!tYoFA~v7KlLZb z3!Ab-Y*ia7An>ooG}{BUuEibJSh`o%wzdNvo;xom;N7FLRnGPG^{iEiO^u^Fce{^{ zqdd>84v79prWd2?Hi)M1_hAj2YEplKX=at{^aC`M(gvfbzg=2!75Y?%a#$6tvE_FlY1X`^RM7AfKR-qhlXfGgx9`5dOMqD z9XSqV0Q?F7vfG5$)DzaPQFyD>dmSVE*Luu%JbIZi?m-;|$AFsaxLZa2G0+k}_*ky$`)O4jYNI zVJx&sRy z*QV^(hc_mMI33}_R!@=mFh2UC`gFBNv5s5GBA^iJfEu`P;BG>90{v{$IMp9<+L*a5 zn*?RBw04$M^i(sx4k8Y@dE4{lmvg2R9^lNghjY_cSNFW=Ll$*DtI`f*hRB>?u zH58>E6Ivd<{xvlQV5g*?UOOMbzEAL9MIAhh@jUC}vp zI6kDPj-2tTDyuk_URW)Gc`#x_7U&DBq6syr0>@ST*0tHo9bHi7%#iR7h=Z-v$hx#Ov$bt0K!^Db73N~uztze~}@EydwP zbd!$>TBQraN`CI-W%A_t7CR&Eklr#AtJJNjaui#W*cz5slFR&8fTuhTNxrHd!FPfCU&{6D^u|#lB_UUU)-!bj*`vHf0EQaC7eD8HVidXSfn{ znON_HNm=E1g@Mq3}ysP0SyWy#^X0&?Vxw8&g3Uh1XGs)GyS*vPkcNKMvjhe|jja-0I_hV2Fg^+#z z=wv+W(f0!xP85rIK7B{t)YUhSc;ED>OIwQI!He`Cy z(T_(tA4hQt-;WH@mgN#AxyxSgX*Od_HSlW_a#RvIS5e?nIe*j2LwV8e?3#sBtKik? zsAeY2xA*`Jchvb!@q#i20L@qQd&-ZRFeCXKM(x7fI|!djayZ9TE! zQgsY_Kl;br>Qe?OKFK=wm7P9K9)1r~bhK+MwH1XHZ3M;gF^joBH6edT;yfzDc z3&)0;)m;pI`YPGW3*d}O23!s8@_P2+&OH{Qqse@Fw_`e*$(n_vS|Usx-jQynUvp7s znu*;_;!#{t2b2#Z>YF*vl}*W&9)q%Z#jD!TifEn8lL^1#;A`i`vq=y`tR{>00|&3# zPgn)i6hZ;s=SduZ>+NjNQMj1}NFfWvqGeVN8?|+&1yQcN1u}kyfH6i9mhV#wgykP& zm&DU<;cpllhc^4p96nN|(c~bXSF<&U57q_>JUOPhrxQW0OONkUJWC|97VXY>wc*?{ zc4!)9pz4w;6{gM=8`HEe6%^(m7U*0+M^jlfCfn84UFFIFab_NW{mJckt=m3{V(52m z|5vA-5ApItK0vi(O3r9f*MxEPrIOq6WW+)xX%8nd+~z1q`e${lAn&xalwDRl3C%vc zsUbhTdq}NXHZdtm{Klbp!YCU<0rAKbHDl&QK32?HmjyE_sB1&#L-$pt^*!z><-DhA-4Er zgG}jq_8!%FLm^?oKnbM?$o9ZAKfQv6$aVsQ24yLSCVnTTQAr(OG4vSJ@UDK3f{Pnz zCF9Ff)SSr}CWXR(InlAbl@|_Bm|A=9M-$A}j?F9ma-@uIr>55!+pfuZ#0+a74ydWc zTolr(K2FI`l`h%nE$(-;AvvQ}8@vKMw89Fe>a%ZmExFp|%&kzYzk$A+CJb2uwseED z%fRkjAI+JuX+DAKD@Ey*9qfAD~W5-8I; zQAp3zw_)Ch)G2U8Dg;Z+XmVy$zWfiAUqzk7owW*ZuadI%fYsTi8)nAw3xnY`#x()4 z&V|gk&sK@vg2eW`HfF-H7z|i&H6Ae^Y2dC*=cFxHs8pWk@Y#|zPFC`)BqpsmJz>vM zTFW^&Cfv!9=@{U2R!z${43)CS)$G-%uYIjr@04lAv&`6zFf-b(mj!P8*7MSETS?1gvERpF#ps8`=hL&Lg}Lrei%Ck87&omV*E zW!4!O4L)8cZ2iSLuE*%xH%qyb6Zn0IuiJ~-$~XCv2FCS^uhFF|7+MlG5)7&LJ+7k2 zBBhqElW_n-lSnFAhHs%sPi~5%*espKbEpm1C{N5on+G-o6d)#&?ckO98u-iQM2^UL z+HL3}X7*FklJCAJ>hL{nOZu2buVk(h1fRSE`(xUlsM!nIIf~yp4ze$E3e$H<$R4kUSFm4(eelrF!b`dZw(3x{;V z9an{1EGIxqL>Oz^sAJEdM%TCa__r-S0tFJns2r`xoz^@AJY+i5N>myXUCu;rsIZjd zsRuqI)}shywXUepganOIT>sSa+V~Row>$3DRQ~+Q)M2J1m&m>|}7 zZM-Yo-w|`-#dnm=zCFIU9gj%G2{Yw8|N2csMphPkO!$Uo3beegeWxt=VXa{7Mf0+R zH;LIzP7sj@MEx7KVgicr#*`Mh`S!j~YbIx?LM@2LrQ{mLiEerff;n5Y-60^TwZn|fi{k^SS)8^YqWrf6%cmKu6%m^T|x7P((& zTjK^LoSVa^6a6c^yZO|?jH1}uyjhRg|IR+#rS1M497X=s@@7MizSG`k0WvYaaOYJa z&S1Km-30ZFJ-SK`s8z4*5ebQ!1L!(ILS7!}@@1nP%#h@E(f{4f_IEwU?f-yR5o}#g z1+vldo2CTTC)Z#`N&1GHRE=8wRxslX&=s(Mp|p8|I3y#Wd3v)pbwW`KH>AwY9|BQP zifO;u`oqZVs24XfC15xz+t&(TZK^bCN8ifz`rDJykGs95zOgF)wo$c1UHe8z^2YuQ zb>ixOcT)cAUy`aHK;Ktd?EOjUpx9kz;4+U`USFNB8_RLiW>TQMY0xkuyCJX9IHcO> z@)frVh`)zLjsA|Uhpxhi`P|H<`+11R$n@+$^ZuC>8}vv>6&pSAjLQ}ARO~dub0`AR zw;%sx%VpDriVrYoWOUiPT#6+@jDDB!HFB zJJh;oluXU~3Ds>*?t1DY;1wHpj*Y3pp=glHC?V`~c}fCfb8UmUh4V3(?MlrwI3 z$`fA@1TdZx=Od8EfV=`+Yxy$Sdb&Eic`jI6e;eu9fX6m+k$AEOpMmnqMnT*0!e@#k z@=6r!hS{J;d#4d(<_)-SHWx=ab(7bbMvDVo~E;V#Mp z0y+(C*ngS=MEJ}2A$qw$A-`cYx%!qffC`{vRPAiblS-p+-Tsqj=XnZA0YADCAzv26 zeccq-8k7&%qRnQ2+`eh-7>`e^&D@ATKg+DT$|RS2>O5#UIMyyPIDIy~*7M~8!onz$ zw?~J*07XCP!j+^jCu<-iHU{(3woQ9qqpeLCT}SXi$hqLrJ6xdJ?{QF-Kg72CoVS$& z=q7Zp?L%B9IiS_mkjBPoXF+u!u1-%+!zafQ?3w`tTFl=(HN(JKPgSAHz;jSgU(a){ zr)*MbO18UB2 zvsZ~wT?9e^0?mtbf!h_hp%T#(o;}rB(-K#_mO=dVEbfTh+ z>FH}^u^q3($MqNUi8=Y;550R;lYv&_5_>P5rc96N)f>ZNJuEHX(#;Fx`Ctx~&eGWi zAm{Qujp~hDz9_O*Fbh;VzZJ+!9N+s%PKQ6&xpFLbkE$_r&*LLQ(~5)hH&D(JLABME zQL$awF{i%CX>Mb@R&n?QN@LDl+b*cceTlGI!=`v+1aK!B*JWE#q=HCegn z8s6k>PTw@`*3s&2+;^Yvq?g41K?;%1pS-)g?-|Fc7A!*-T8+_l*-K!BHi!T%Vkfph zSiQ9tc|$O9MYRl#LBxNvXCbjbPR+5;ml>_mLxFDlw<+}c8KLU6{_4+@TP+?&#aacp zT_*C*Fo|-^;ZdODi-jIWyHu^2S-v_<)jF zTWqwDX1E}Dib`h0`D#6WeDag11M`fjyLa~Y*G^qimd+UF1H{dmJV~&hctFvq6+W7J zc$;)vTco?%_}9*QgbVq;3l>-ZWovC{uwRnk2$0sSPxf{Rpqf7^`7fi|>`BN~QeN(v zdfC|H-mX_n3k;LZ2aVqf)m)ZpI^co;`C$~{P;;&4Kn~1|k#abVZ4g#GeM>lsv|x6QP-BRiq^%JfqAev*W9o`!tJO zc%I?EN_fI(LhEagB!or|V|*LfiLsEP2t#V5`u#gdW3T$x;9{gj9;b0F{T zT5(+90&zp;qAHl&+Gp?Wfm|e+@mETUK%-TibE@5kf6{s-oQIXiwan3G9#V+51}Vg+$aXEjGi>BmF-;4LUu&y(J@pS2Y<9NY zlCu)*5_u<9(vX}qs@Kvh3ZV7Lcb8R0RTt1aSn71W*>&Lc=9>DSrY;t-Y%ezvAE|eq zMqio5P}#&a$#eOd)?*;Tu)k4TmrL70Ekm z?{gXeMV7Jq@gt6=cR1>yO`ARsw6>TJYK%)lo}W$0)R`K1k2ni72cJw3F=hWU3%CMG zu~`6CPi1FMN=X?_tT3}q<-~s^)hAnPoU1Ov*7BiSlhe(Y{#Sw?IqriKtGN9S{)Md6 zbCEWGqGW#dOT&eyIWChlxnFlo9zhJhC;{oX)Q}{KhzEAL4wcfYWG}fg_-sIAo&vEE zH(3XoY5mdzGc)Z6m`w4Rw>Bo?To-fVCCk3z-Oq`xS6zw{COPtpvXW&UI9xYXsGecS zJ>8)wQc2pHsN}Btf?Pkkv>wN)*xI^Jzt%7}9I??b`r}o5e@#~9Q}*Qa*)sPDp;=<< z-0O`!qp+2T0AL!iXQk3?O=i2IpWf8oU3Ru9!)7YK)*Y%?$<8)50%+S>*v0!P<^adH zFUYH1dMeWkaL9|SgeTzCRm)%FTK$eNWUx=%ngHiuB(;jhUIon#al7;$E-sLwmjfrv zK#?v&E3NP2>~4o7e+^%<3IP+c{N*&n{PTX|cbC1l81u}$f!A?s#15$Mg^$aZotwjC1OL!C2#0-bR;ZF}vGdwV@gYTdi~m(_DP zeeSH9U?(JGz=pESAIZps^MO0ZF0X?y-z03wrJ$BfI9Y@^es5s97u+YnNO5*r^}F}7 z{m?Y#9=c~^^hM+{b|cY7wBe0WIcgs)Z;NHO3b@Laggg_F4!+3ZZKa>lrzUTW=9Y2- z25+3H`r3i4P&MA!vZDzsnbwm8B%1bm*NOQWe;cDk^}NtacqbM1hc=j4d*`F$Q79dF zyIKABq?rea1dV2aK6Cl9&hg2hlDNmv(#qD)$`jSq z@7QY^oi3@K2lJMlEHf4+Lf8Gd<|Sa1X#Y?P_Oo(IMI!PABgJ4SzlZbYq$GiAhY6)O za+!PgX4tn~Qxxzjf@@xeAl`HQBcD={#DFkK`a>FU&+m0fMX=&?X$NEYua8G*GW7!~ z4q2x`jmQ1FCfZG0 zZnCotuQ0vO8Y$@Z8nee^%EXXppQT?m-+b8VAVn%$5%e*4B)DGHE&qBd*O-y~{Djl} zbSThCO=i2B5w|^J|KMn0XT4KT@pfDy(A3zgo6EjWE7E`^sCYl3*5-1-IdFf7-BoVR zsxtUF_$vQYkOA^yt255ys@90BH1*XSIvy}^F$d2NGp~IwIb7vZvg&ZBDN)i6iy{GvZ|c`PZDSSF zuSG3rqfTW&Y}^0f(l{saYy2fETW?HNy^nV&*mav;S@T?~B9R2B^StOfr|3asOW|N8v)8KUT;?Q`jCwKD7`I;p zrqkEfP3c^2WRVwJ=MHf1Rsr@}Nj&{PX<#Y7p!3D-FFHhYThG<&IQspUGl?(yn)Td6 z&z0JN`fAQeV4K>iw~jNow*FFAy$@r6dddsGEyhOGW_8c(CJr~*D7Fk*fW;t|g9m~X zZ{g@5S7O`LRxUEIE+r?=cK7a>R2*aE$j{N8XCEib;u&>E)m^oh`coM+mw;40 zSC3w^Ku>#t+T}8JLPAn!e(<0$UZ++XG*&zm3U%7HUgCe1tJio=_jfE(PzbmMM@7W~ zn9tX&wKVZeF3Xby)}Ybs_(KBtdiXGy@g|F>z5Sm-Ni5|j^S{L6_xkI%R(8acwykj( zQ^vo2do#p+Qy@@Rw@10;c&MB%-a1JKZ0xpyw4jLb?UMlmil9htFKw~aicTSZ}e=l zpH|n(jfJSTSL>Xc15>GKLui~edtJ%=c(Y!M>l&e9VR6N|f1e2z!MQp%NJ!8A`+`j_> z8TZbnkc$6SEh8Y;Ba| z&ABLLR%rcy{Tj>vxSRin@5225g9!E{muq)nq!}ogu*6Gk-~>&kc56IZPm@f-eXc`p z&8=A>O7_OI7X^}83yJKN(+A5U&0WEhmW|uM(EP@dF05d3Gh&2IYDDU<{>)fQ(dl@b zB++xTjwhi)B`bp;vIc8pf$l;M7T-;AiT+;I?KN5>=_WO~mHiTd0;)}o>{ccs#ZG3& z*3@dtzQdY!N!WjAUe1Dat-1amj{a(u^chtA$9f}IUK`A*6`K(llMD=vBd&NBL3Q7R?@5b~+y+G$G zkX!yPZo!RwO+mfps;EiCQ>J;~)s|Y`XfRh~pW-S^7N9WNe{+Jc(T!T$d925`^Db*{ zMH25v{_hK}RX92^S&=x-9}E6+Ygk^p{EM6KaQSQmTP+2spLIN+pr-oge;yb+47Jg> zw?8W`jzfH$zGe|At6ces@t>GpuLa5srY$}j%dBJCNGNMP(Qy1*E@YPSb&9nE%12-} zeC-lgS*|X5%8jSOiY*esG5P`p3Tf9wMdGRh5Xya`;JM3ijP{WB#!w_X#vZNhX^wSC z@7CykR=zpAp9I?jLS5oKSNE;}13kjzhP`K|f97;{T~4SzqTuFn1Fs zw>PgOrc}ju-Xgb`ien%1@J2WVB7gOow;KQX7ng;ixRhf#s)Em>G zC;V5CRlWmsJ^<-=$SQ+c8(li_Qe`g9(qZe`mLhZS-t3%(mBXrG#F+>KXdZypP{dB5 zZl?<=2ndsO3T%Gf*x>I8>(!uxfasrV$?IF={EbWW($2R*lfjJqhs&*Xkbt&lH$1nQ zcwEmMaZGPAvpKsqUzQrSxO#6Un|%B&#w6c;v(!lbsfJi*4aDj$Unczz-3r}S_ik`= zT8)_dNKYNB%7<{;Ojwrj$-oyZ9&Evy?TrPLXv{9RPOrr_NGA%U8!3N$4r|G;ZM z$#EcF#WqP~{U-A0layVK;fOh{zk!ZTt;f8c<5tlr!k4gD1*u#Xov%LXFD}7!B_9KP zMVBh{5TSb(KZhvnK;Ifazz8+ry>7Gg7yb>nTxNex!NUiI8`o_$0C`=?O~(}tz-m{Y zAZlBEzCUMVCcXUA=iRVCL?};T?ysBQ=UX4$+$$*Z;zs;P%6I-j2odH>^XYYJiK&&v z;B&4X!x!xjxIC-wt0JMsuQspxKmQ|RPz2&J&Jxe3?pFm%>HL;OP~HrVnVC_^-P({rB?8yFYKuq+^2(eic$uQAvSs zhTH`GH8gahFFxgc9w^nFeH+a0H5b}ugMG~y^8iDY{otP=x=Vv5moN%ESOdoFqV`LG z8N8xP|EAo^fHiP?XXOK{tgh;%-kJaVbkt|Iy*b#07r)xll8m5srz~4 ze#}}rt<68Se?En+54jr^QbH~&_EgLY-}3LN z^ZaytW+0+5h(ScPE$eX0vf7(~jw;vc&EJnB#z(x;v3ux*psFw0yS!;^C}BBOoW$Sg z&{_iGLHcQxq)%=LVh%M5!lZE6t((6>tdU;4KeI7QUcwM+$?T#d_z&7#_r<->Cn^GbS$Pv%c&X(Pi16>1wGx~zgvgp{o=^YCHWrNM`ZXpi6<_E4LhZpy5FAk)Kzq^f6 z`0?)o)LdT|_Y$~_P*@zf=Z#HB$%KOo*9n&$@t6hFf$={>o6SeOhd+=9S1aGvqrPO} zeK$0u@F+Y)-^%I{7z|dbBmK9Jn3=CAg=i?q#9s55xS^uvZ20$(?g;s)LWD&Fc&W7> z`)(+w$! z+bAfgF9*j1x66K$Wl>1H(eoDYgZ<-_jYI)?ENJ5BsI$N8!HJHuGslkoZbR*V)bim8 zCaZpGYHBE#!=hkrH1e2pAhNZ!_1jlO5#;yr@bEg*qr(#ohW#J^GspaA4(g6VLbm`? z%q+Yi=pa;X?!uaB7t{*V{x@Ag&s=}_qP{fiC+tn(ddg`#of5?IAGUR|ZZ;#aLwTts+F)+ege!e9y68t9` zN86yIVUfT0l77x_@nQeB$?QA-gYi-@>&yImmd5uM=--o)_aCYM+o6J_{{Q@8{r_so zLG=CUw5Yo#CMGgn_WzNZ)3>L7V~hPMd>=(ffE_xYjPC~D0(x@(2=xR?f zstHft|9kBJ+QIxU@GQhLefNV%CgzKvVMiQ4b4hck=KR8fP<(!C#AN9Cxv$UG-Ai5u z%~_avdD&#Lv+84IbK80oD>8aQc1K^_a;^v4KM)~dVP%a>PDU~K}Lk|pLcwk3{6QPG-qKUy%3KYoShYL@^1)y z)=ML(p@9cDv_SOaXV1O&$_{vh9!Eqc2e$=dzs~J>-)GwP`*$Z>T-+uHt66`0^uFAG7o1eWfw#?`nCpA*QZZ8Sd|F#<73Q7@L!-^ihwYHu@7!%9? zJ|)FUogRB{Z)QGk_3zFor}hhpPn>7PyVVn zQ}4)4w6nWwz=prwhFH5b3m8p?`2>sS(MPJw;|#c6;6U9s%FG;5)~uUcW`QytDi`_*8Q20kpy4Y^9qUagTa~f`_n;$=BA=}3HP~58R+}oN08|s_I@I)%!!E{z6BCQAC8TQ(f|3` z|CPfcJ)>^JdtYC#knjppiq{aB;mlO6dehV+H8~789RAk(=UD=XMdTF7mOFhAY$Gd< z>WbF0wdi4i2gFT#sER*%y0-m`r(7|SPJKpyi+c|hXr%wIrDS7t0h!hdwA^eP4Y5gM8d zwakb7I`m{ZpBz8bw^Nvn(M*z}h0{BP1&^9m$jw;yw?OZ8#M6uwEttC_dk_#6#HDthC<4;k{w(6UHzX!6FOMXMu8X&a;ghE+W`2{Bv)8>(Q6rMNiw-m1y?&hRuL*>qitM`*|uC7x)LO$it zr*b77Yh&Ny$s}f5W~;q$)F@x2zp-G$U*4+6K*_|^;3nd4c7OIx)XU7iY$9ZR-3n&HSCcMD@9lSsy1%ea1MUb!4LV#QJZvSo*bnG+&>7YZrr$c zh}5VU9q-_70C% zlQY~Ndr+hre1bEJ5pBUpkNuF|+Io3wt>e4;DGlbE{5!B`?nuQoUb)KR*nn$@}+1V_uUuL)V1^3lSPRT}a1{{wyZ^V5j0G?zRBVj$WK{Zfuhb{;S zBuwxwN+_E?J1j|u;rl@*@(jUKK##mS?k{Ml@RXd0IFhYtJm$!V6B84eae!19pFmD9 zioCG6SkzfnReKln4xO&v#XViI_n&N&Y;*G!<>h_QpwP~~9>2%d$@gzJAwq3QnV2x1 zd+lKYvO+;cC6nEpHBAC`Rl7O)_81x;ne|#HJ;>+^vknJ3Tl{Z*omEs@VYjt|yA>-| ziWR6pad#`w;KiNd?ozC1@#5~q-6gmdcMTBS-6g;YJ>NOw{5O9ta*>RT>^!g_|Hs%q%@w-V~7AL}9XIirqS`Ocrgk?)*UQW;39>Q%8nqCjvf zx!#Dk0;2{O_Y1)*4x1c@woJlDMDESshaGt_n^6qRYgQj`R=Q0yy^sOB2Pgf>W238c z?N1!ukVSOhpL;#kK$%u7ApIeL|Ej(XsjyH~qx7oQsUwuSlmR2dlx4VbEzQ{P!?x50 zcStJ;M{aQhJ}o zNjUBQ5xUOu-(uy7b$jpaCQ{@OVF1pVt5in!RJ%8hp7>o^7JgQ8tg4a6iHA9ei=7nf z(gWe?6z3Tiru@t-Y`VtBD~lnaeKUn0tFxc7Fyfsh;43}!*&DwN)BW%ODK8fpQrlxYqX*Eg4Utn5_(PC3)?T%^4x zjX;L=Pa2wByQWQgxNU-AI6!z*)Y@!1c(=`-rn8B-LmysTd_{;fn_|c6KmpW3V0M9Y ztH#6(ZzbiGJL|6$i6|7PZzhO7UFuJAZgw+UZELjS!3NOth*|Y`1^o+bWM{F6qPug8 z(w1tS0_rEXU7{mfxi`VTlv#3@AUz*>EnFL(B2n*qL&Ujq9sdyv3442%gik;8V-l{g zpk4<|rDsqtLvZ))N;~R`6SXY14T{T27b&~pf!L3;)d?~0OgI?}Jm}@eYZa7{Zf3f_ z^1Pt}7Y|0-Maq+L+Py;e5w{5i&)5lw@y5+tJ3Bx8XEruA8l4|FX%z#&0s;2+m@%}S zHm<_Bn<`9z&yIax&FaoF*Xag+(R29_$G86Ex{d=q^m`1R)vb>=A19;B+g#6BKTB;+ z9wi}fI=b0u5n8ro8>2!5|IMe04(1LVxbIHoGR2!W*OVM?qr#6R&BNV7?q7?wEKnF; zX+a;}$83r#J2Joj@SF84q!vpZ;d}^yf`TH@R66r0Nn#8JSE7^^N*enO5#_z&S5`(e zyua$0+9TnO-*a+H{#SH%BJFeVp=d zc}|ffz6|1RShT3$@Mk!Ycd)oCa1C?x7DDP!f)U|zib$Df309|nE}uhX)Qrj${hmJv z#7ovy&n4DN$Ss^(>(7DB0$KIq`;|(Y;{uE|BU_NA{%-L0jbGg$mKc39ZH|bD*jU_| z8=rTBmrWorJeqr=acbVoWZKNSWFmNiMxBkzmu2{#fo`9AuWqG-`A1TgEzc$ggUz!;0H6)=IJsiDZ@o6?E5(z?RAOKtKZp<1d^!ag=6b8NVBqi2Ar=WMui0l_`KHGO;vzkzc5~i z7|PEmwSTj)1&;Qf`hZngbEh)C%+q?4@0))_8%eXPemPn*@*}L~K^&u$@SrjW)2xo+ z0=Qnq9x{Zf?h`+hYy(pVcHBp>1MsWUd*H2I#DtxNk<;{v7u>7g@$n(U!^1tqmm{Ct z>MQY>TUV%Tqaq=zJu@fzBa{R`5N6f9+n6_d!|Ce>m@NtPdu`>kduuF7t8Tmi@ODpJ z5sl}>Gj3VjQ0fXO)V77D7y^EfFXU7Cg#vH_xIGsLT`jA&yAi6bCd*5$mn2~d2(+qK zi;GGI`N|SAWmOlWI|B0yPu|#pmSHn^)U5!nQ|H$6y2cPA`#1hzLSx@Ntc;B|q=!$x z7UQIN1)HZ%la7&b>&rrSU>Z#Djq9JkAwe%{d6$U_`xkCC`}pQpxoKY7VCT}d*kZQ< z+Fn$nE3LN$9%VvQi9qQe+8S&VNc8fWNTqbrUAMQ~$Cp=YHS$7%d1Y8RuZ=HlajPyF zr-^Fy+acItiL9PN6B84yhAkB?ri;w+Gkf^XD!{=4;ckiXzB?5q3w z`ntSbA4Vy-)Aw~>7vnA3n>CzF;7v4=G8b#hN305iW&&j{9FpYb4YYL;3$EfCM#rXz zg>fCZuF@`f{+4g z7VZztF~cax&eKA5h3=v7u(kIUHLps2cl36_pSRJM@UXp=_{D&{q8dkwN6f6-(ILD^%mk0e)VRub%=Kdut_+j+m?p%@^UnqgMbXPD zs!sh+Q~1RtnLT0oGpz{2S@M9dmyB6DU;Qz`9reb`LORvAj#e6WjWl|0q02R-^`*D* z*+1&Wg{x~RB6jNcB_tvseC*q4$Yve&{9G0sW!QV|JYTu(sieory#Sjwi6HH-apDuY zwj9>FkjO$udSTth6U`mqaEd;iV@O!CWuvuMqdUUVnlEe zZ57x*e87MWj&w;QCeLWUh4_3#hq!&t-rLpTrSdcKz$bSdjMG?)}7LbA9ch+rRT4H>wbvd~%9ipU6=X=3tcVmYfMY$LlG}SL-gKf8&WfhKM$9Hn zs~c0x+PmA}M6+~LM27`G`$|%(e|&1ne~L1#Z)+$KKP61kZuRzQ&Ti?X<~MO`@0p)) z#CT)_Y3P{@5G#Y<70`cpo*pVQrb9?4oFQ|k2XJTCwUx(tIpX7`CjY7`mZe5}1hMXD zJ#|Ld-6_lQ7ANMlBS*Y*M|R2>6DdDc0&*Cu5}7OzQ6gs=I<#-dbvshwxR3@pZ6vIt zv93VWQE@lh2NMtZsk{6Inm*5fa=rG9Y4^}Pc>_lzPoBb=X?Hqq6)kLkA70#!R2uMe zA8?_sz_)wtf+Z|ZevPE%Q@hhJ8{{``nQ2B{s*J(elKA=d9Pq7i(6je*Hr1&ysxeuE zVeg%Q+Xu8EOdrvtC1+V)XSR5$MRA54@-C{e`5@LEwqLbZB@bvhUAM5lqZMn*2u;6=tnw0`+DB!1(M+Cl)s!Gh;>V{j&bXe-SY$m_Hby2;&<$Kb9MgFLSIK zacKN}S1<`rLUN{^@yF-ce%ouHP-)>4)V76_wg134fxC@msCnH)avxV5z^CqUhCY~f8d!>`T( z#e>4ds^YB0UrX_+d&mrcge%ewk)`)P-jj(d2MwHxw7}R&gUI*5=BDciQ zttp(<-E6(}8y^^@F-(Q}^)f<;PENXoW*;Y0Gd6q1p3&5bm5l9WJ?2xQO^7|MVi1uFh%eM0P~qsw8@^R*}4oEB)Q?t#HXm z$F7+J>F)<(=E&RSBXEQL!S&Ifk2|_u)+yQ-J7fK7ZRdmpD?UP_83KISsc0G+8cCL+ z(D?@}5Jk75SI|V`7L( zk$q2~3qFyzIvXc)Ynvx>bk-U-=r&WE&EAi^`v(WHtQAe~l&2prE9``iqo5=wwpH?^~Ad zc$iGKSN)Dz_-iDhB<1Zi_nvuD$&~V+6DMh4UI&9Wxj{PVJIjEp?;pU8gk;0;0=6}(_Zzd`88%ZYKr-L5=Dm*qW&|&8;W5vil2SVcFRer zQHelV{uA~O!4vpda&=F7GEpz?TTYQN&pD~m8b#JWWjt`b`ejx2!p5?8zOs>khLN>6 zj$z?R>IR9QfBNK+4|3u3v(Nt357*4Ja>L#pEvbJWf;~CSIa;#9KRxlYrFL30m+1T* z{+aehd^R@vjZxxMZk)LIpA^-S)MIK~U)Zm8{=YqkiMYLy@y4r68R>+NBBzFX`Vd%s)WzHu0Bp1wE zK|%f|{h0NCtsY?UMAg~vb`s)TkVf;Y`}Y6iGyZ>V0J8!R;D1g^Ts$rVMq|#ln7z<0 zw#S0sB6`zH3*THF-0p5f!8lruh4=sUPx6YOJdSqHIT8ThF+M)~gY6MUou|3>dLk1? z`<@eGX3YR7biwUe?zuK`SuFD>(#YJMj7_FgHk(?#_Yq-@6O!crBJj(|D;K7v;4(?d@ z)qLgL-=#QO)hy<9Q6sO@5{;#Jop(n)D$glK@j zDXVlXjzB9o z{-a$^pk_C6q;9LE#PQ_;IPsDCGGFtX@8sgYUQ<+_A}K(=t!L98uSh_`O|ic)qV_blZCc$m-t`1p=``hfP**D1l~A7HIFU zOH#}U@DOH8RLi<@Brxo6Pw{5hWb0RbGh1r(MDsqeXWY#2zDJ}{*X3X-;uVzE zX?y~xT$-771Qwxi@C=%xqLPWUbQT^tw<-kQQHQ5^h}6E&x>+`k`^Sa|`MITU^Vq^_ z=?gs)Hcq70<|AN@Q1RPG7bwL-nRK;_P{ct1SPr8ZzqlKm;7XslH?O%`0~WJRIA8&h z6zjs$BGHAAkh(dfJ4XNjyI|@e`P^pG^1R>W6P1z0hISk1~o&Fk=2EDQxO*wjH>@X&rkw z1a|>d0=QXZ2vTqZzLp|ZEZzOc2iVp8Ws3H~? zK^@)Za{u%>1Q|KV*N#Lg2$|*gALH8-h~zZP?M4yGJ9rMrypeA4(D&CPO<84Ukx4IM zW!R$2Yd1#pq0CD&?>+WoO%R-njU3#u)e5Urbia3a~#wuYEEE-4HeQ43?jUn1ins3p9o2Lt3br4@&c2FiUuVC)G zX{B1X?2p9HcyN>YuG?{?mhsz|t(bB6G^4L4+vrYDHCyj zW$rj!vW?@(F8#K-5U@+_A`I=^$$?mvDRW5th9}P;o1}NGipoD6Fx8&yz-)_cVbhHa z;7=2=rln!Mzt*`!j=(>#^9av-^A;7SC*&-um^iyQb{}pyJdUAAGbm%O>K85hysui? z&a{)n->2%}svL?D5^J#RYm|BsLfu=gm}c)w1h%L4=0h2G;ooV1opKH+Y;{fr-w`=s zO~05jq%daHOjAp5!Ar+dAU%tO0}B@vy^CT(OdHv0-MMnVhe!2;BZG-otc*Rsif_|j z@xN)rr@gVtTz*i=g{3rZ_)j;t%i0c7K@1R^_pf(beC51I(64m3Aqc;CFe*K%V6_R! zHKzV-5SVe$i|?WjyflA&z>z6Vsou9pqJ;<&V-n75gTo&|*SA+CvunX*Ye#&;TFOY% zC!KP^6*$_UJW}jD=Iy3>7xvaQ*$^Y`h&p56R$$w;cV0dKh;pM}L33HOVH4N)(RA?? zbZi@lRmUO0z{1gWyoYj&T+P0&4VFIS#=F~7?9}$h8s(~VOzZ|RcU#}Q6c1ZrY-r-C zpJ3(KYZqPEK&Ke(ptxrVbHG}MLKwgD5sVIQNeJ6Y{q>GiVSYp@>?>A#a&D<_fa7yz zJRtP~1smD&zh2|2$ez){rc)3&<1N7>x4VXqACmo9-!o;%OMY&)Uv*{==;#W>h)$2i z3Z8;%07u-_n7}pIxD{k_SP~I2Y5yuO--R>c;05tcEX;(!OvShg&A_Pwc`;mH=)zs2 z`vDPbi?Fw#&2k%(bPU3*>1Z0v6jc~@FVN{ARd}Ne<41@yQH-}?v$!9M{u)v2K1BpQ zrw?Hv!zs0xmrx_}tfvI(y$^94VvCjpVsX$*)q&aerP&QPSgT@9yY}{Ap3icURz$(2 zux(AVDZEkow4sg_!vkHG$j#CnMp6U)=f%?rqc?ib-zoL zm^#?8oVTGfIhJ}9T(48(?b%rsHQi#i`AYY30{cArwTQpp|CZX_-oxuciOt9eB@F8pL1Nw z(SAx)sN256(C<;_X{aI$!uEIgEA8Dowb%*%Emo^-IrIv9kLi5o#;o7w+$WpeR!#^n zP&^0#yUwti%q8^2!d*$mlosBApJ64iWlB3>gs_((c2OS>ah}Wv3AA(5R&WDF)=?o4 zspdqyG+>X6!zq`)l|6Rke-{See?W6;b zasqp~qvZWVVbvnl^ByLW@6n8gV<Ghc4!^cJNmY|urIb+*X zUB$)-*Ym`~vhDLxL#6uS_{vHo%qb)idRQ1U9A*22Fk9V`<*Q%Vk&yVI1tQ7EC~5sG z9wNmvuBAv?KcV38OEu^tOZD$QCb+?k%a8>670FM!RdSJMR%2!lqi+oE@CDp0aDC*q z8|4k(0qi=9SiMP({+OsWrBie4!dmt(TegT%zgg<)n&#a3qh;EY z%$R6QnXhkVULia9RVDV^oyruWBG_KK?_cTa&4&dk*gO_i+;C4`=M$WSy-5&tPP|)qkrGODC*M zqxiNk!vXTQJ|DnYItK9fW}HN16wvrzk;18~#IZ>r^`}A+Krl<#r352BgCCZMdRwwT z&EH!77fkh4PZO{5ISyN^);$n!oa^UO`O&mdK}=|18+M?HW%T|?~7&W$_RA{I$g`rr;aR(0nw0vS+%JwfWx z`nlPXwS7!f_#fq4A~cr_IYrOng|^!;I3?)Eqy<6(33#ss!~QMY+BOAyS@#}1x=O;g z5hRt$)#{>!U>4@;>6w~8M<42liSc<#^1G|@93EBT6^}T9lOFU+#2=+}5jbtGBHzc* ze%L3oDl9{5w}L5!Mm{Fj&X?6uEIy}<-o@H4XSwVATiI=Vs3#$;fnxKLqZ* zrAOh3iL0F^i#9{#Do=kzor4!7^j(7At@*iv(biEbX}3{)g|Vx~~OHDxwugDJfQZ_b>emfj+9#kbKe4g_{(7b4lqy#v!y;NFko#?3 zOl)jnT*S@I&Gl2T)XN)<9@@LD?#eU#^mks-0|kHD?Km@K4&~%}g1E8aB7%evFz;`} z2+}<#3_ibB`oo{W_nZ+#w{%{*<3Gx2kRMM*mAZsl^vNgZfoUBoHb6f%SGl3{0Z|O8 zc*t-}m*d4A^MIA+%~YnrdxQ*jGT-bRbmKwmLUFp>NO?arYb}n4&$Ax=j%nfxY6A?8 zmth!${VmiHk!9*CBVw?tdD}z2lId3r9-WCm=}0!0S)AO!sLl`grz1-T(U?-V9VyUR zZiCP-9^jYCdzfnhYi2SMZLS*PIOGY|rQNZT5RTTg#i79bSnJ{fJUW_;r4~Y=r54h6 z?N2}X-G+i3pIrL|;x0}422a-alm@g+c)l5g?I(f?ihqtWT^eE!M|~8J{8OqInU-U; zi=pid^d@0HX0|(er%=gIh`EjQH#vtD5kI2j%*k25LO3Q3j*9`YGkg)4*9M6b48$^_ zS|$C4i|MfVZH#}b)`gV^EAK;=4daD-vq~tm6&9PCSI=oqQ>IdWh43_rcF%`5SY`TI zEt|KiP6*ehopI3xqGbMSfk=WzhR)3ctPFRCqU@Zm%{M$9e>2Kx)1Rz)gPMa1i9mu&MtF>^PMfVMyS13H_`dJN?R5KD z&gT|RQ;<7CEEtDMxu9FEL^b!y%JPuJz3`2J_2**L48Y&PL8aDHH%8`(m{Kf!nd~*| zUlgbV%*8=5-3|3Q$nqI{s{&^gOSRa&e!gfyWc~?sluHcfTXCw`h66lTTX4R|_@63O z5nG#7Sq+a8oL}5yA%=#MNz}XcN(X-p;eJqtBAJ?-?j+Kl;LtG=?9CF zxY^fX{D`U*gHac@52G8u^;(tWG6s!&;?0uB|GL?FFNMBW5yP>(`04A;c;{@{AcWH` z0&)4BsE063so)jOGr^njb)vpZ)8d*6*Q<4dN6zr5jqK^}XD+#W~x`hys%y=T=uRx0WKqg+=2?n)Vz?ewVBf zMgbYn`1c07^2B0k=~MXUPRoMHDqV(T=M5CjDTBA2RM~*slKz5+v0CUra7AS|Rr_y` zevh%1SSY*dsVpJA5y_fafNpJOeb#9-E5B;nc*Efe28_(eX=GR>UeREF^fc2PT9t?C zLC2B?!+w`Mrn~)|2G3EGX}+N%U%J&R_OW|#esl44%d9;!pVRbY??i^ z69`QAzS3Jc@w<8OIvo+yIDYc7Ub&&^eZQl^@R}0i_JPG!&%wlM&$rG*XZ~i{EWo8@ zMj<@?pgoKt-r;_{^}Ug%K?7*Brw9Q=Uwg#q73F!*0ExdG;>eDT>H~^jQS^ zNqCIOm3pA{l&i7Kv5X!GMtc!58{5UE-0%Q<4$H^jY?;-&Fn1!PHRK+e9A7ML7~### z-txy8_tNo})rSRT2Q%H^=bD?xy^quO@6h5)<^m#2%QfrJ!-zihtaVGB&I#R$Xa`#H zc##&!XGR`yy->RPj=7&|x`u1alhXW4wZfaR`OlXzH6#zISM%Bk(A6qL`$4uH8hH2MRbyLDa1Qc&zXplZR4qD7g#9WeebTzEvrJc4@&nS3jbEed z8>(A8Eb%yRk8iKeh|%@7 zUwHiGHvjR%i5rd5BLeMy=#9u}OE-|r(#zim-y9r-Uu0#_02~)oQ5Kqh(_nEO-~Q!l z^x2W)fSH-^nkAE|KjG#!WReMHfUU)&tNj(s+~ou=dh{z2$C-x-Od;y67TU-g)^@Jt zD{foYxAB-0e|zDjak@EI6~_`<>2s%2k8R=`Mt;6y)uyYWCfJezJ+Zi7{&r9HQ}!A* z5YmI)KOM{a;pORZAW#%^05@p12-jt!w$>L~}AAfKYLGJ?p_1B4b03k$2!>CRz#FDD<7 zg*1G=);xD#l(jM4@YR<9`PgCF_S&+dj0f5+dp#ft-Aw;>s72C8MmMVTcg_Y|`!6sO zx#SQH>>c0OkA7_7poWu1S4HrZE9l%ZMOip{r~NEg}hwEWJ&cZ|C$_Pnl~^<;^(UTqYrmXkYZ;%Mrw zF3veMC5}o&G6SZz{J-)e+K68Rym|6ST9RC3GPLWMQL^^By*LEeVc_YeJ!oS}2UloM zZ0L0F>LKT|Uip?Y`xDu|F}Ad8V}A=WMcsM;Wf|eg>?n t9Fvo0lx1$e>ZLct{y*Cja*8gW;oieXEwdlv{QGAwX$d*;a#4N1{{mf=$)5lK literal 0 HcmV?d00001