From f2a4d857a0c6c8ce4a341bd710184cbcde1462dd Mon Sep 17 00:00:00 2001 From: Morgan Sanger Date: Tue, 28 May 2024 21:31:40 -0700 Subject: [PATCH] Sanger - problem description, solution strategy, and tool used --- source/case_5.rst | 115 +++++++----------- source/images/sanger2024-ai.png | Bin 0 -> 178759 bytes .../{sanger2024.png => sanger2024-krig.png} | Bin source/images/sanger2024-roc.png | Bin 0 -> 32246 bytes source/references.bib | 19 ++- 5 files changed, 61 insertions(+), 73 deletions(-) create mode 100644 source/images/sanger2024-ai.png rename source/images/{sanger2024.png => sanger2024-krig.png} (100%) create mode 100644 source/images/sanger2024-roc.png diff --git a/source/case_5.rst b/source/case_5.rst index 9080f63..958b1b4 100644 --- a/source/case_5.rst +++ b/source/case_5.rst @@ -15,120 +15,92 @@ This page describes basic concepts of geospatial liquefaction hazard modeling. Problem Description ------------------- -Coseismic soil liquefaction is a phenomenon in which the strength and stiffness of a soil is reduced by earthquake shaking. Resilient communities and infrastructure networks, like lifelines or transportation systems, must be built to withstand and respond to hazards posed by coseismic soil liquefaction. Ideally, these predictions could be made quickly, in near-real-time after an event; at high resolution, consistent with the scale of individual assets; and at map-scale, across the regional extent affected by large earthquakes. Common liquefaction models in practice require in-situ testing which cannot be continuously performed across large areas, thus presenting the need for “geospatial” liquefaction models. Prior tests of such models (e.g., [Zhu2017]) have shown both promising potential and severe shortcomings in predicting subsurface conditions with few geospatial predictors[5]. There is a need to advance geospatial liquefaction modeling, integrating geotechnical data, liquefaction mechanics, artificial intelligence (AI), and many geospatial predictor variables to provide reliable, scalable liquefaction predictions for any earthquake event. +Coseismic soil liquefaction is a phenomenon in which the strength and stiffness of a soil is reduced by earthquake shaking. Resilient communities and infrastructure networks, like lifelines or transportation systems, must be built to withstand and respond to hazards posed by coseismic soil liquefaction. Ideally, these predictions could be made: +* quickly, in near-real-time after an event; -Solution Strategy ------------------ - -#. Open the Dr. Layer program. By default we get twelve layers. The top six layers are hardwired into the system with a velocity of specified as very fast. The bottom six layers are hardwired with a velocity of very slow. - -#. Select all the layers to all have very slow values using the select all option. - -#. On the top left hand corner of the menu box choose the plot box tool and apply a plot box at the top of the layers. Do the same at four arbitrary points along the soil layers. Note the height (:math:`H`) you place the plots. +* at high resolution, consistent with the scale of individual assets; and - +* at map-scale, across the regional extent affected by large earthquakes. -#. Push the time increment button for about 1 minute. -#. Obtain the angular frequency :math:`(2p/T)`, where :math:`T` is the period i.e. time it takes to complete one revolution. +Common liquefaction models in practice require in-situ testing which cannot be continuously performed across large areas, thus presenting the need for “geospatial” liquefaction models. Prior tests of such models (e.g., :cite:`Zhu2017`) have shown both promising potential and severe shortcomings in predicting subsurface conditions with few geospatial predictors. There is a need to advance geospatial liquefaction modeling by integrating geotechnical data, liquefaction mechanics, artificial intelligence (AI), and many geospatial predictor variables to provide reliable regional liquefaction predictions for any earthquake event. When integrated with regional hazard assessment capabilities, geospatial liquefcation models will provide value throughout the life of infrastructure projects - from initial desk studies to refined project-specific hazard analyses - and will unlock insights beyond conventional practice, with opportunity to: -#. Obtain the maximum displacements from the plots by clicking on the crest of the curves with your cursor. +* prescribe event-specific emergency response and evacuation routes immediately after an earthquake, -.. math:: - TF = \frac{1}{\cos(\frac{wH}{v_s})} - - AF = \frac{1}{|\cos(\frac{wH}{v_s})|} +* evaluate network reliability and infrastructure network resiliency using structural databases or other asset inventories, and +* understand the impacts of earthquake events of vulnerable communities using population demographic data. -Where -:math:`w` = Angular frequency (2pf) +Solution Strategy +----------------- -:math:`H` = distance between any two points in the layers under consideration. +The state-of-practice geospatial liquefaction model is the :cite:`RB2020` model (updated version of the :cite:`Zhu2017` model), which uses logistic regression to predict probability of liquefaction based on five (5) geospatial variables and trained on a database of liquefaction case histories. -:math:`V` = Velocity of wave travel within the soil layer. +In this problem, another modeling solution strategy is proposed, according to :cite:`Sanger2024`. The :cite:`Sanger2024` approach parses the problem into that which is empirical and best predicted by AI (the relationship between geospatial variables and subsurface traits) and that which is best predicted by mechanics (liquefaction response, conditioned on those traits). In this approach, the subsurface traits are characterized at point locations using available cone penetration testing (CPT) data. The liquefaction response at each CPT location is computed across a range of magnitude-scale peak ground accelerations (PGAM7.5) using state-of-practice liquefaction manifestation models (e.g., liquefaction potential index, LPI), thereby retaining the knowledge of liquefaction mechanics developed over the last 50+ years. The relationship between manifestation index and PGAM7.5 is represented as a functional form (Eqn 1) with two curve-fitting parameters: A and B (Fig 1). Therefore, the liquefaction response (i.e., A and B) at each CPT location becomes target variables of supervised learning AI models. -:math:`TF` = Transfer function +.. math:: + MI = \left\{ \begin{array}{ll} + 0, & \text{PGA}_{M7.5} < 0.1g \\ + \arctan(B \cdot (\text{PGA}_{M7.5} - \frac{A}{B})^2) \cdot 100, & \text{PGA}_{M7.5} \geq 0.1g + \end{array} \right. -:math:`AF` = Amplification function +**Eqn 1.** Manifestation index as a function of A, B, and PGAM7.5. .. figure:: ./images/manifestationcurve.png :scale: 100 % :align: center :figclass: align-center + + **Fig 1.** Example manifestation curve of LPI vs. PGAM7.5 for a single CPT. +The AI model is trained to predict liquefaction response from a suite of geospatial predictor variables identified as proxies of liquefaction (37 variables). Example predictor variables include mapped or remotely sensed metrics of surface topography and roughness; distance to and elevation above water bodies; geology, geomorphology, hydrology, and more. By applying the final trained AI model to the full predictor datasets, the A and B parameters are predicted geospatially at a defined resolution. A final, key step of the approach is that AI predictions are geostatistically updated via regression kriging in the vicinity of field measurements, such that nearby predictions are based mostly on known subsurface conditions and have lower model uncertainty, whereas distal predictions are based mostly on AI and have greater model uncertainty. In summary, this approach effectively pre-computes liquefaction response across all possible ground motion intensities and durations based on AI-predicted subsurface conditions. These predictions are stored as mapped parameters, awaiting information about a specific earthquake of interest, real or scenario, such as a PGAM7.5 raster from R2D. +Model predictions were then tested against the leading geospatial model :cite:`RB2020` in three case-history events using receiver operating characteristic and area under the curve analyses (Fig 2). The :cite:`Sanger2024` AI model (before kriging) performed significantly better than :cite:`RB2020` and was further improved by kriging (Fig 3). -.. figure:: ./images/zhu2017.png +.. figure:: ./images/sanger2024-roc.png :scale: 100 % :align: center :figclass: align-center + **Fig 2.** Receiver operator characteristic curves and area under the curve (AUC) analyses comparing :cite:`RB2020` (“R&B”), and the :cite:`Sanger2024` *before* regression kriging (“LPI”). - -.. figure:: ./images/sanger2024.png +.. figure:: ./images/zhu2017.png :scale: 100 % :align: center :figclass: align-center + **(a)** -SimCenter Tool Used -------------------- - -REGIONAL RESILIENCE DETERMINATION `R2D `_ TOOL - -Example Application -------------------- - -.. list-table:: Title - :widths: 25 25 50 - :header-rows: 1 - - * - Heading row 1, column 1 - - Heading row 1, column 2 - - Heading row 1, column 3 - * - Row 1, column 1 - - - - Row 1, column 3 - * - Row 2, column 1 - - Row 2, column 2 - - Row 2, column 3 - -Time can be controlled using either the keyboard or the time control buttons: - -* To run time **forward**: Press and hold the 'g' key or click and hold the time forward button: . - -* To reset time to **zero**: Type the '0' key or click on the time reset button: . - -* The current analysis time is **displayed** in the feedback pane at the bottom of the screen. - -* The analysis time step size can be controlled via the Time Step menu (there are combinations of material properties and time steps that intentionally lead to unstable results, so beware). - -* The display time step can be controlled via the Animation Speed menu. Internally, this command controls how many analysis time steps are computed between screen updates. - -Dr. Layer's tool palette is illustrated below (Windows version: the Mac version is similar but grouped a bit differently): +.. figure:: ./images/sanger2024-ai.png + :scale: 100 % + :align: center + :figclass: align-center - + **(b)** -* The **Arrow Tool** is used to select and manipulate objects. +.. figure:: ./images/sanger2024-krig.png + :scale: 100 % + :align: center + :figclass: align-center -* The **Panner** and **Camera Orbit Tools** are used to change the viewing point and camera orientation via clicking and dragging. + **(c)** -* The **Plot Box Tool** is used to create one of the various types of plot boxes: + **Fig 3.** Comparison between **(a)** Rashidian & Baise (2020), and this model **(b)** before and **(c)** after regression kriging for the Feb. 2011 M6.1 Christchurch event. - * **Displacement Time History plots** are created by clicking on the relevant layer. The top node in the layer is used as the plotting target. - * **Fast Fourier Transform (FFT) plots** of a displacement history can be created by clicking on the time history plot. +SimCenter Tool Used +------------------- - * **Stress-strain plots** can be created by control-clicking (i.e., holding down the control key while clicking) on the desired layer. +The presented problem can be solved using SimCenter's Regional Resilience Determination `R2D `_ Tool. A substantially complete description of the tool is provided in the `R2D Documentation `_. +The :cite:`Zhu2017` model is implemented in the R2D tool (version 4.2.0), whereas the :cite:`Sanger2024` model is not yet implemented in the R2D tool. In this project, the :cite:`Sanger2024` model was implemented in the R2D tool using Python applications file. - These controls are self-explanatory in regards to their functions. Note the following, however: -.. note:: - The scaling buttons will continue to scale as long as they are held down. It is not necessary to click multiple times to get this effect. +Example Application +------------------- Remarks @@ -146,7 +118,6 @@ Remarks * Plot boxes can be added or removed at any time, but they only accumulate data beginning from the time they are installed, with the exception of FFT plots, which always plot the according to the data accumulated in the target time history. FFT plots can use up to the first 1024 points in a time history. - .. warning:: Plotting FFT's will slow down the animation speed significantly, especially as the length of the time histories increase. diff --git a/source/images/sanger2024-ai.png b/source/images/sanger2024-ai.png new file mode 100644 index 0000000000000000000000000000000000000000..61133f22e04157b3f4a938ed46247344116e7f89 GIT binary patch literal 178759 zcmV)IK)k<+P)Px#1ZP1_K>z@;j|==^1poj532;bRa{vGi!vFvd!vV){sAK>D|D{PpK~#8N?EM9F z99O#ajXP+zY%wz$gAO`iCuX)|W@eBqu$W~@mMx=XNtT&0W(HZ7nVB&(lgaSCGn1LS zzr9a&JDEH8&iAhMt$F{s|C?Ittm>|=uCA)C`qh5mJg3_3y>58$&>wg12AFo?vO7*! zxZp~u7jDe*#pRivIFVK#r!$>#WtI=F6nf)gfjf?8IG`fU0mm~Pa5Ad_<`1ur#BQ~5 zE#CzfvR!dG*8?|a`{UY7Z@%_4ug}i#!`5kTC>i05%+Km0szW_Y?brZuU7eBI%MDrm zJ&-%d2l<11u_ZPHUoU+XUo38d$0ZSXv?vr`Eso&pCYUwE4z1HXEy=gDw;GtS<+Q!SMI93m*PCMghMIEzj|ACjy@7T+5ycERp)oDrq_qKJ#FWp_G|x3=DqfN-@cczcOUnY zZNJ%9HnYrHzGv@?T&B-o#9qGEGW+^^uesK@j`N3h;DGkO#*%W%l1UjqeW})PC!~;ph6k`44R8lCKY$^QzgXW3>Kj z9ly1`ADXtgcV7+6n(d6zGB;eg>V|9AeR1WQH?Cgy!L@5XxNyM@moItX#!Wxmyv6JD zhOb$E^QJHE+zG(FyMcJ}I2>O-X@rOOL-62U5a+?T&-rbxfBl*l*Z0Ep>)xDu;?^xc zJbVz!?*{U9Anx4@!L6ITC%Mhrw|#K+st<~b-4PY#f~+hTxN6W8p*@a84Z0EFJ0y~F1X<86<6%oUmx#8y1{Qu z5E@Tygs=%=@EPHYfU!Yno7Nc_a|(gFf+5=#v3 z_3j0iK7HUmXehjfj)B{N;c)6Z1kP-lJM`#>Y6lN_&4&>ZLLhfKKTv+IY zo3lJ|eYQJJrPsxYl-jsN*j+F5z?A|Q97`b>5^LgkS{mjmzEgVXykE-PQ z1d|IkMY>~VpIV4%R~=F9YhzT)x)|507Semv#+-rmuzZ{|b|?CwB0Ydm^(ACIa5~2q zH|B)k?z~_;DGtN^`9Zig%MUx^ypcb^70ErEF=wa;Cbx6Mv`&uLo8XDF8ICxcRtqN* zU&4`?7jQV{MI1}0fr~jjnFQR80s@)s2H}32P`pjh-!9PHhv4MNXS+_wU&-TxAkUcq zcg6WEM;wjgMIZSB+lx4`;YA#*U^_&>9Db2d6x0N+7tQ;FhhE?x%A4b$HP?Cv582lj zG+*Sp)!DTC1^)3haq*H1&Yp8L+d6dk1+)HvgMv_PlrO1^_=Gx`FtHASSQl&7)ie+} zTA>R^5VQf&z|Oki)Xefj1g34dZeHE2KZcutuxGDr8Rz!bnhS>ep21I_>$L?)YZ>Q) z%a59FcwNu}s|A}Mz+k<$uWNs;eX`(ltg<@x?5Tm+*jgx@Ly+?v?Ac=jve_T5ul?h) zzXu+V*Sxmg3s9!%y#OQ->9=hAWPL}kt!?Ui_WiUUgZAggP&DVzwp{~3`{%Z10nutd zY|Ga88|HlQwH=E3|4Ym2BQ4E^!1KcSiv$dzA#j{OubZDxArLQL5o~yE5`@D#HkHYYPK)io92=@d^0`LAkf{}2%eOtiu#uY;44%dJ5FpQrEb=@ULh$5i2VT=oIKy`8j3cT}Iv4;}9(Uk1UX$nKMI1d=+k7U#p1bJE&+73!S?5Y3 z;Nm4W0?~)(!VPE7I^hbpyZ4AQ+QfUH@uWb!9UFnSq9f2~f*-;s_@HxEd(2okA7iFP zBRV}3qY|g1N91_)CJ_54PiIR)`=}^{^&bG&UcKSce-K;=L&x5O(V*8r14PF@gW=G# zKdSBCFS44NBDr{d5Ysd3D zvCagbA1=*qgiEs`aK0cM=kh{vHa`^S*iPjH;zU*eHbnYhatCKj>*9gM;{&iQE(pgm zgK#J<1hHM+v3jx>sxrN>bxIwqA72BTCf35Xsr9iV+7WxEyW()N7lBLIW(J@#-H*TN z&lZ3xLb!_aW2wG4n&M5h>y4wSUO1fMg(G}_D9H;urZvFE@wKpFd~IwhW7}E>8#mU* z2DVL`Yh&x@_3-&N2W;NV<(st3Hs7SV)~&;3b8$MMcW_?mf@5yZXZ5N?|gn?+B6ZT-#fvHLr)K`2AZTCL08#s7w)Nv< zwVh|%Z%h3yUqSfCIpf@UZ$iV7%^7FUyWq?jCj-Q*SEY=ox_B=dm)sDk;Fav|{QI zd^J&Z!hx0$;Ye#p=W);87jRt52*k4&C_MPRV^obgkFvUsR@5>;l`0n0FY@!NJQr1` zJ&>~46O$MCWBQVYNLbn!k;TE7T-L8dieGeF$2(}^eC9XD@#@dEHgOl)5iEu4YU z`8g;l%tpzaEELVkKv6*k78Pc(Wt(~N>`W}2nSq4`nfyEx#cZ>4GmxH|ioEPh6y{}N zZa%*^TieJ+`Mhki?i?=Dx{LUIZKtG=zcVKXrD}7nxt3|ZU}h%rvQm+gnT`boS=>er zmdu}Fo9CF{E6hzd+bQC<7jhr9?c!OseP%13ZSAx6!5q(jYUX&jkEWT|T;KLy+cL+f zHlMGH*cPf~J)0L5*eP)hb6ke)8}oR+ zwCs@VY{K&zSGdbZ4h=+UD!sD7(s%$OQjy;_hH5G^$- zlUcuQDMmY3w2#*3f}ue6Y@ck+z{z}{+q12&ZJ1?zZy>7uGsnkuZOe47o+)d=&<4aG z!%%bcTIXI+wEdp-kkIjIJ=^y6+h+ULaUVMTG9QT5k($;3>o>SjArXc&2`})bmqJv# zOt@U6GP_6!T&C%JRc14rF|BFp-Xq}dQW+XR5_kfK04Shoxm2XUX?;#po1ZG{ubxZmB>i!;2R^jFLOR>rJkm zBYb`Ms9;vxz)lKK54uBC#BvF#9j~fy&a2Mz@hS(LIMu)a^gI>f393kart4M@@iSC~ zGXKw>b)-_Qg;V_e_(@mft@1+bA|Ir$3`5SE#z$XNO@5_8fqB{2~R`S}>1 zk%~?eMxo1;ap)CIK*q%F#Z`I~d|>LNGSk$`c= zY2N&TkksKhL6LwwFEg6z=)zSt&M#4gSwQqQ{zXAi0F(k0xa1QQDiWQi-Y8iS& zO+@=~Bd8R|p$|>zJ_O>&6Q?4$-ynpJ9FNyxlJI7HngOE|&E`B4T%guXuNzbsDS={c z&>#GTcHn5fm+R{DAE3gf&u#0N^=xwsKw8(D{}^s+mKwD7Y2SVuRDJ}W|Gd7;svboY(zvnkH{m zRXwV@`sSL`@#s3MI^l?ur<`dHyPDTJZ@YFsZ$3YMqP|gzyZ1bA&Wo-Iode5tBR~?G zRdsNV4*&u2^ciOyJ66wZ-}nuA%!2)e3+}i`2v?qTLDn*NL=|}Z3`HZ=;pV-wJ3YBWOn4o2Y6Q3izJ zlcvFY*jSp-gHVU+u(p7>Z@()~pgXQ!b>SZyfX$m%;6MJub_f1E{iLSy@?u^{GFcpW z(bVUKTAxqiI#h(b*$%vD;HW3I0xh}-Em+tUp>AI5=CmtGbCa4Il{c(>g9et?a_a^b z%(%YIytTKzY}O6W#?Q6P4gvl4v)B5bOl8g$=rN$QsmX&{#m1n6iM21>C$oQCUk?M@ z`T~R6vpILRW*x8XyIjwlCmn~`j%^v=A35?e)~&0B^b8jsmmp;M5Kq#CJayX9 zC`APuE?nW9P|*CmUQ01u_rhhGk{1cGi&v=(sS0mU4c;OgZxN2y3B+siH`4sIOlg~G zOaR`YDl|cv2ca~jEhTwfQSR$he}t%jdx@s{8G`BTSy%GF7w6AWp&fHD|B-bbl)WG| zD3vE=$OkgtYksVfrgDV^OMPBNvsiG`|72xl(8T6>v>wX*|EQMrP*?Ef#Ho5Xcv!*4 zmrVdhDpY2<0!!Df`5Ke`mt$^0RdaN=q%W>2o!yB7Mi!?92C>IUyj^oFLh+_4vC7 zsW1-l2C%0D?bpqu&o$@w4;@67L5$lKoc9nqQh;_4J_DZA zqU}8um*xjd>JxweN078&D4<#Jv%gl;jjd${jOI1xw&mI<>vOGZhvyGX%e3tuLs$E( z?FxF&f>!_O;bK&)w#WV4x34ymlN~UBK^?-Uo>51q6jY%?lo_iivm(z{1lrX=@siS8 z2*pbVh*VArz7Q6dIagrgGU0KFis}-fDJ6M>FtijS8|N~!A3qK=QR-WSp?r%<)sau| zn#|`L-neqr(^8v+=Y75#BM5E4_#wIQx(eWRWRi^ z;imI-nAeDWh*dO;6>YAltcN39?+8t5UBAaq)WzYWynYXJ-J@KW>Qd@izEd5Wf-6;L z+>y4#6%*z-V_K01QdWc@b9DsLR)!#cL32!vnu6iuCnG+u0IT*MK*91==p7kNvv~sA zPMU-cF?`MT%HV-`ZP*BO%gjOax{VmSbUEIf5(Ss;1Y(CSsJ45Z3(oB$-M7}j+C}xT zalKuMn>{+Li(7!;O>dOqPA*@|3w<3wThC=&UpbfdwtpSru$~b6(Px_P=lTcN z6Ji@__HM0>W1rXMemUUuUMHNR)p2rH103gmsU6!&IB(>>ZQ`~F4=FAw#KQ#TzJ0Zj zm{c2CnY!r+J4KSYj(}*uD6rVzW1s6Lv&>?x^Fwgs2XNWpXH##S8(`_Xde7}!khCE9 zV?bK(Ex)K)ZqApsW&6IMYx_OpJ}~=W+fTjM@7mV4KXeQrP18QVh|0?9NKL7Uq~w=z z^eC0mF`AA9z=ca*21J*y2u=!c5QtKYm-rdYS}8|GpD$nWGUo0DDmpb2gwcC0zrfEG zkde<((P@(wBU78uQ*>HDRCD<^K zSW?y2!jE&t&@KB#u{0jAF@j!8{g>0p%v-k}OTIC&kPb}-R)`BJ4A z?SUGpWgY9O(+#Lv>r)|mB3lY^fx7`>($XMgu4#mf)nNvRk2~GZBK#= zPG=K{Nd)4Q2H3dfXCVGmr^O`;v3?4ly3x;JKNZ#fI9@ynwNa76r*DQ64ky;(GTzAX zwasVyVyT>BdC_LE?ParF-1eJQs&3yZ-q^~wWYhZlWBFR!X4|LNW;+B_41vRKABtE0 zX>C-d)WwN(UZ@!ja3RkPmkW4P&GN#vLLXe8OVyz{+qK!e(F)vgKAVs%Xn(I29 zx}e#`i+|6aI+!-C9_G*2z7cr5*>>}0+ruVs*8|BMoKLARvx&LhX zo&gq{b=(%f^gX?{161o8g=pSe%dK^7+qJD@!PI)Mb@aJepPyN3Tg&-7_VsP&`kDEx zV9>r72$~l#e_lJGX9GiQfv=D5d5y*VE?;*vNEN)VP9H zhMHg~vsax9e)wPXAIQ|LLEy=!&Gjmz@ah>TR&st+={Ls-Lq(+tx+7e#@??D+<7bsz z=j7@7ID6j7M4J_4k^4vBtRghe>v&Dn+a0GbcpD&2UEpDWn7Aa6CNqJ!CJfVUKpZz^ z8YaajV&00CSiW-?GD=F(dE9t>I(jrZL{1?TqtR;eB!u?ui}0bt@j+ZX`qIQ6xpFl= zNXEvhrhAwk99Qx^uxq+6Hm#+}Y`Xz9J$iT_$19KVgdE|M>=^Fde_;E>n!f+b zpKQBU%&qz=g*zP z<0nt?x4(XmiX(@xg9r1=Z+~U2@E?D}#S7>0^oy^|+xvI#@JV*ny#C)d35e?^5QtNs zH@#=}POX7GQ+Q#r>HYplnxQeZP?=O8CsG`7Jjnr7i4AZti%<341c!-A^QILT*^HUH zl5Lv4t2u9Oy^i8~wst6*>R>u=jCd+QZue}aD=y98&6P{jERWEeNfk27pN)!RmM?A; z_~0Ia_;9`-9?kQ^!+CtocAuZ$E%V3qGv3CLeu5YL@#FP4cSG4?4{Y92n>W|<1jKXL zwexxG+NEI1i`dQi9?mUQA}I1ElzJp!w9EpP;AAbc;3&XZ@UttwXVA1a8_2Y-l#Wq5 zw(r=XYJJ~Y$E;_2pr}dZ+JR~Ih5PW#Z>sOIS*nnq*}iW#|K%Fku%RYW)10woD;587 zrAJx6FB4S0OqrQ>7)h<&xDf!8qewtrxUF}7 zP`pCOsh5dNZS@RM>Wr1_ZS_KtBD8wM2$-J6gjVihCDq=M!?pPP78GR;E8rsV>p#)H zDy{37%wNGy5p=@rFjb%O5Cym6@^PP}iOly06^WKhhwZ2$$5fJ)G?h~xHd zj6&YRBCOxL7eyO3U|2#tx=a|4PLn308x>-^sHs$l{oy}g03t?>LW_h1e3+7k&@tmt zzsF~&wry$y+$!|O%|b8iOZLO2b$<`U_~^-a>4oRv>h2CF#|C)i^*6C@;}-MTFTVZ~ zvD2oYzJmi^diiC%@ci=#Y1oWUsq6US!AWK}TJ~!X{@w9vUW;ANl z7`yfz!s_LV@y^?Cgp?HKd%0@e5#dsHNkMh9D*@Wg6slFLhB*rsp=?nxoE+-ljkjA+u{}lf zXU*Du160DbN4_pxcyCT!Zg1&){eXdVhWZZqEtE;j{p(n(T|&gFR6` zmN(?AAlzRNOy~yV?)(tko*QKPir<;*PxILy3x|6kr=L5r`+Jy{+1Cwu{oRo>#2ra7 zE=WsvLSdl`)~@xYI+9vZ?+9<)z0cpf6GS+AQlZo{pi&x+i82dFf};(7_PNxf{k__L z%>~6DLC}DV=A8v5I}B~=k;}|nFte>IQ_v1Y3$Q;dx0}@VDETuJn(ysEG{3{Pho4z# zPS*ELAjtUCULyRfBPF#q=FO+dlbWik&1Gzag_6~!%mf#yFqzVa4qB#a#SyBnDkogK z!iURsKSEOJDpYV(bH^$iaDtx+pqB{CCyygcU+2dUL)nyvs08g`)5AqQRO~=hH^AF> z{Bh-mOl?n7(?I>6uTp6q;_>X>^&I#4WmHJfpQhzO#V7ZM;CO=OuhP8aS2gNZ%9j7# zadp`{A;5Frsrrr(+@=d3n^fWXbIt_1i)E_Y%yj{=g6dJ`vY>wcf;$y1#oA3DoVnTbsw>-;LhZ_8Yu2h4)_O!7&&pY zf!>3s-|*ev@Me=RG<@X^EL*-5!TvsY;SA@;){igyfJs44|4N72?aOACpw$L0$V@#!R@=eaUZGsSpZEwUz|PT%$vQY zF_n!8y<32^d{>r9O3)Y(aUFrj1|vnwEg0EMSH1pG6X=ZklQJZDP4t&Hy%d}=ZKW{H zd!>n3K1X9R>mj1=shQv7w#>SMt+l>sw%@VmeOjqcipE+hQT^YG7u7^M75KjW>g!8r z992L;3Q1RL>SZ^!R_C=6`wWjM8_g68XJr zSAFp9FJ8lMzk36J`0ZQx)h}K#U{rAk^>0=VqezW)^L}KU4fSy zJpZTp`^rI7S3CJDl_qoeFdqoCHck?H=g&Kvo+e6}k$+U@Olnu_pE@HypmnV&+4{^` zN1RcYJ-YJd7(vy;n}Nox9*lvsuSutzUK89l5K#5zT8SwnWVbiAxk% z3CE1(t&p6WfKg+|W7_ltOeGX!Gcz%76A(E@7E9h zg9jmO{5bfJ90jjIL*d%1FRC3$q1iGwz*MB!5$l6ZYyUo|GHvo$1H>W2M`B?AeyCNW zIwnQMV#V?$aHvxgF^L)Y-S2*jDFkQJrcKeTSunhoat|CY%FRcJCFj(!0LY0_52)9gs)(=>}_M=s4GnyXi5`rx|E*Fq|Y+4AwR zEvEUzr~UP7eA=onDxbJ_@A%>VJ(^9&{BgCw59en1VJ9Itli-W$3Icx90fc zF4g3th2glrlxFvhAUt}?oAOCB-h7RyfP%4Ydmxr9^FeZoE8-Jesgjg0M-_TE#7Yjn zMzwpv)1++})o9cn&1%j~&l`eBK-|YB0PZmmwA7$-CGF<5)oie`!Avd$<2n!!Z4fle z2{FM>zo!VRUR%K!3xt-+w5vxoZC46Vu(e(r2y*`{b!b~|gW|sZ&(o@^fyk(O*toea z&D~mrq(CE6)QYs)^Gan73o-)JF{P@UtVhr|(TwH;@SG!I<75D-#A!X`&YpKQK>Xry zBZBZ%{O-Fq@!c<9#n(?8;mfCu@#K+utnl3061&x>M(g^xOZBJdB&NhCB8EWBBMhfzW#F?3V=#y?9FvrQ;jz)^89fb6XetM@HJmsRLF2|#DGq^i z*Ut#VR37|%J`H#Q?@J2$hoDOI6w53Q3y;7%@4Sn|+KVbi^tpcUKn#heaSZHU=~DX5!(aC$_Cx)12H)`1l9m%!SLgCBXOJ ze~+)fe1hKHyJGmr(U>rPEIM}Tgck3;hy20?W}Q=&N8wPrCW;m>G4KDkOfs2w#qr|I z*e1(PncrZT*2WUyebm0v` z)%UctAs!V+@b?07ZKnK)0l2>~f~Ish6=Ep&B@kCsUTvlyuFdzy^)0*s_flCNZjAc} z!tn4=7#S>5BOYZn(44&+PBrT?FHv5Io!;j(dAUaDBTUE^YEc)r$H! zu!!bq5tYfpm#}*t;j@siDkiu%-@A~IDk9|g`JM#?5!cyQ#5vo(Vt%JsueA=L#_wpE zS-+S-<+@r=pC4Xa8z)yf;mG1T*vswgH|tpI9xNd++4e2q`}N!|L27}I@1+iHJ#Fkg zYRr4iO>YgVsY3@}#^e#Tusn-361hvIKG1FYz+aqnu>0XGp=p&#QmK?`07X#e0%qG zeE01e`0C4Mc=#}ap!3EVD#}Y2JaFqeIlu>yy7`&PIc!#`Fj*CR&|aY>Nl2+np8$1E z>h2P+0h+z%O;Cgu2Ir^L|Cpw=OymbI@|y<7!Hj@C40w%{#j3gGI)ZC8j@ zXB-R^m2;__%=6s0a|EQi?xmNzVp@@xQHTlU{sdwm(pQBVAkLpZ3(+yL7&UGJ#!rjJ z)Z}DLBNT^5N1?~qQHYzFhnY(jV{%3s`jJP?hmSzefc^*>Jqp1DqR)^KaO&C%)#eTJ z;!`{fcV_z$h{6A0GTVKK2ai?Z-w8hZ^yQ;_c=Oe!c}8wT(NqpKTc%RwB>d1r0f;kn;&YxCY2|cT~pmi!toZ( zVVTJ{=LBQUFmKEs?tw2$Lh)ch5FQtWT7eg~Cne$dro0)xUGXZuENjT^5rT86M(0t5 z%nRmrwQT}W+btxV1zVcj`reHG9#}HQ75BLQjah^uKfgPV+b#~r7mFKl|F}IWPMPV~ z6*S6rH|6FIM%Oe^@jX)ro~eXcB!R@a0!=20uG*G-Enn-8-|v~q^|`LzE2v}-P#ub` zMHNof#`$q>|704WIGs0k41dS=-NSK&P+T4Co5b%d;x-Nwgf_)!SCW>gFEjrI1464k zZ-97^N-=v>ZOrLMxJMI!N|TDA*%?ifI!@7jn#r6WjwKY?G(VPD8)vf!ybQvI?POYg zE~{hKI~rdbm5KGt`KU^E!12Vord86CxRB|F+Xn;j@P0VH{Gu66;&7Zg>4>B9Jszc{ zalAe*p7+E}g7MxR)mkJIZt)ybonN`k>y3(2ft;&Xya+HtkU$g+&rzwKB?wPbB?^Y} z1FFD-@(!iw6`htMwz~?f6rFm;*Qn|?RW>*ZhKe*BAf9VLGunfyQRzTZsa`mG+zA;= zT&WJdF}=*!05M^)KT?(l8Xy)G6(S`i6(dHE$E27zWY3w4#Qb~=kC}#E`)CIPWB zI|z3OM47{i>fVqtBmmV+0bI7*REbZDgK5&zgqM-}T#-o#uAS_I zOEW{M4Avr>SD^Yom86< zhNJ00*puLo&tv_tB{l$CTtyq^K#BSP~&zyFAUl$n0lY%hW;HUt;4+zp`iEAl>- zN^dIRq;#Sv!ICC*Bu(l_eMVJh(w3~x6_naPO`liC?#Tq?6oSbBmgY9$CkQI_NB~q? zl8NR=X&ov=t|uVwr>fg?z*2z<1li4MI}ms8wo0%GhHAU^JcqqIpTkl@H?gAwc5~m3 z#0kWL;!B(>Kt{zFBT!Q@Dqt2%Q#I8Am-A^Q+9aK)J{F4M~MO~aa;YbkDI=CH7b>@m= zG}})RZkI2~eD=genaT18(qukGc%3*)025>5hrwQ1Tas$XjSDq!CqUC2V`k1bJ(~7+iSL%cK#eOFBCTXcZ@>YI= z;ze^XBPWMu^JI*h9EpOWV$4{$5TmIE`;Hrng7U@KUU>|ug|jg=s5D)I(gY2wqJpEEZm4BQrU%Y_4 z+!>fOX%b@Nreo>ymH6eazQb>R^$X0MGY6Zu?Xa!+kJGPy`8D2e{u;XV8bGt#@(&(8 zd;rT=T0s^~r%xWoqzU7Zn>P!;`~4sBhu{AeZCkZKyG}ju>)-y~w$}fS$x?^}(=01@ z)R@FlgfqSP+M8<74__>j(hJ2_0%_g|AEfv3L`H8{Wc7Bz%86b$olONWk7hF!mWuFN zij695RuBOgLJ)@Geo;f*T@X(5o4-X>cw2tKLMbxdB!uTzef16lpNFs+Ll27c&>$WBg3?Cy+Yn&Vl0-H|`g9YrHOu|1CJZyuH8(k6IX z(h%1QL%AI{Ola$9O!v9NJP25&^#oH%QmN+q;VR941&NgAb8kV20qVW^R5J@`cFRY} z*Eb39O9bf2RA)lWf};Q@(5da3Y`xw~^{8|s13sHFl%lj$C2wHcdn=m%G9e{6)iO#> z`I=IrR#1zd6Nvk$5S3aY@TvEV0i*F(%3RiK+k2Z2ara)T#9c37S7t4YZ&?SQM-n0l zgjYP3({!mtsYI&KXHX<0ITr-wCb^X7ZdBs2B!YT+O#;;NDOaU5!0B{n9)APElIoC6 zuTLhkZDOM;tfYE7PFNjRH#)*jYEDVl3fxH9D!^1#RUelxdz&ctuAS9zVE>DRqqE6b zRN>YWC%BE1buAd$+v)ly4^jQ~Ie2hYjD)J-{y$uu-m-r)TSpb393X99M|^qsC4| zcEN0vtX_@W;$lomOT{b#@%Ys%*m~p$5@ydvzv=OKgD?yj)F1vMha+^tWCRW$hiY<| z%UPb=k3ZJM2kX}?x7~jKcc!fyS0gMe0-x{PXIt{mr}b-=Av`>S=82V;_`hi~K+K?$ zDHH7v_)j#^8?}v3jzn$sfEwUoiDEQRvHg z@;masCsYK!YX$QCg>zeM#qt3vI1<3mXe!SYEcsojNCNZ$725Hv5F~u&g(VY$us=B% zdlUR{Aj!|{--Y~O>`M+rN-s}roa$i$HiuLFv5gPkWmKwjX>R8Y@+2f(Q8e0{-w8(H zP%otQa>2cEXd=%1>{+y#@Z7WWc^sNi9kCtiV#Qbo93>DB#}kIrU*cRatZtxq zgupv!%MCrARFA-;(jyp;CsP3?5YjP(iZTssKs=dB=q1u*PNHfvfONtcLh{^pR}=A7 ziQ7_}ic;UW z?u9ewy^*`x8!?M47|Lu;ToQofrO5f(0(Pf-?+G2gcR|{7x zUAokE`~BaUzW@F&ICb(Q?mu{BTk_ARyLWE!PrYb+_rGfr5KrcW;{IG;+$E$g%?!q- zXkVkO61uw~cYp`V#(HA&G*6t$_Qm5xp;#XkfK-C#e6E5mmcLF)PcTtZ^<$dA4~rWS zj)6Fn8^r4%5Qo!(jIZ&`j35KcyHsP3XujTGNE4d?eOlTW6`7&P=-5HOQ4ZD6cB$zS~Sg`&?$S)S+cAT98ox-rf72!)}_)`?6ld>^^mn*OxFdK0}%4 zgau7!!SG-#&1mCKl-Vw`+L~)U0ka~Zwn@1%-{o?d%_mX_OM+91QBV{RPp7eMaWsBE z6^&5jSE)LxvZJnc702rmLQ0oW+KbllFnyX$UuYGKP_E!*)ogTvhP^m@-q8ddD_%#JrwK z@wvd?ym8&rn9O;reN5NA$OZ0*E%CAfD^!WOD_R;LE-GG#B!X`A_=!l&%*LWsYf!p= z1B%zJ#k`d(v0~fjNSQekV-w;rC}BF)DY2C11^#%2PoYDLH?d&~8{W+1r@s@=q#IWBDor z2~C1)u2O#dsW5p_5AZTMjz=@Y3Ae^np^fmQv>Coy`Z~cDVSs(LfIz1bzDhOwU||Fv z6-5x(!DisGuNODLgLzVlAx6at;!=!)xO|Nd2w}ncu7Jtk78q~N=FLt8DPZiUNh%X~ zpOhaVw_8o%vq8`J83|8)Zki3AMm)v*FO(OgF5xo;Xx&S-&A=5uueL4nbzLB6-jdGaOVas1$FULP{rg2%3sLuovM!$X9&R)4$r#g9U|o97gViFC1wkD>YbvVEi%Vd zJoZ`T8>&NnCX-oZzcg%ue2J&H&C>*~0Dk4FYBu^{#tJV?nP(M=jVtj(!s0+e(GQtR zT43>#LM&Ob5IMQ&7(aD9lCslLylMsJkZ0vvw_*X+;--TKP`Y6qhR4UEPeKej$4*0| z0sZ08^E0@9)&~wIZ;E9Td}spsVBPBfyC(C`)BpLTC*b&Y9?0$Mj7?EK zIG-Peub01#Z&x)pK?a$LmuL!K%=N-$L29NiK@fsU!YrYO8!FPRbQ%R&R!sCWKEDwy z9Wmk)Cv1uF!`WQIZB96qXAmwDuIFclVsCN?&2TSFZSO?I=VpQ>=lHv2WBp9B_WgMQ zR_-HJo6PV_xmLS7#~-r?d0^dC!i#Vc46ky3E^*&3y#7l6!Ydk{*Ic)N1EkmGLrZASgs6yk290tvgw8hkIMCv9xmTE{RM2BSRE5v*TL4Q zb*Wlqj$1Gk6a_yMY5oxq?NHQvEmu3Dq8pl1K?;geh=Sp{EcHG2wA==B2(V(BqYLWb zWJv>@Ehi+)s1i$P_Aa6c%+EAGQ|^q5%iVElCEE&jTwmjjo9k#{tnoK-OhXHy_HdXWXgxJ7=LUg}TN*$*j88e`VVZkW5a4|2-8Ag-__k{5MA z-kLthUpW;^wrs;Pn$F9&ZNvPP%P}T75q;xh&?ROXnhhEZkFMR}(xVsZbv8ic1+?r{ zV^+->9)Qm`{(Vs8=jo?2Eh#C&k<5n1f2h1bnSzgLE-DBjSX`Llg>%^+280^+RenP$ zvr4Le`ST{WbHU6(UYOp^ji#y>!5ECQGn*i}rw6vic;g|VA#+oZlG&?Bu#&Ft7lq?A zP4MLtJQ3H`3DH!KQ#$en%OSW3VnvQ+eoG|^V1lEdbuuRmXY(QmG^#TyHG9g9;3(hU z9lpOpnBJi2D--zsf^e*wq8vweY>QRDX?|W1L={WZ-GER43&c4>y=asV6|E~u#s#8y zj6Y(#x>4nN64c&Q(ZRSpJDkT7iX$}rmyB`7&KMUeXCQ_*j#JTS&E-PSGMU!rGYO?^cPf4UpR_pCmtFa+S957L=egl( zo(GjRud`*=AXFExSzxRp_|#4ia8iA$d}AMZ&-7nba`sV0mI-{C(k53?O7k>L{8LJ| zp@O~WYJ7<@#TB(ycTgdu%>Lu4%PhIz}@U}t3|P3CQg&C0;o#CQx%Nkl(_@vRXf;VB??{|pW?ndJn( zThs_CJ)N;)k{`Bj`Wc8n)oE#2F)kFohFdDLRp4jfaw*S;iqP8tLwS352#uSCK{$}$ zgC*lU2tIG*^!G%1A9oZCcEiE+a6DN|1y$YzU((F{#j;nhVOjuE_&~f&kSgK(A{B+; zW&$r%R7RZ<@L0*3BD+6Y6GIo z)(8WsCtUu^6>l0frveo62@2@?%|{D^F^7t@NAr4EIMN5BK5;?I#txX$!Ie<$NNr0p|YgdRibJ|3kZ9Ych zTQtg2a{^FM6$m*OU`-H4pw#k7&-3+jsEDhM4U?TQr9DBGN(Dy~*uc)#>>#v5Q9zV} zG)j@p0wWvMq0(>cK-6oc>KMPHlw$%F838Cr+Sk#0Yi^m>Qj#*Ur7TSW4=R0gj`aWY zd};jhvsnZc_w&@k`X*^w1#DG_LEY`tlq#c<_5?dM4K}4FrD#lNzOFb{+bBcRRqwpB zQJMO#8PHkswscO+3M<%Gq%xzI^R(Dro1dYl_S@O^~=G z6iLg&k-8=VX;h5!maM}5Q>U?~@;K6G&BUbCWQ<8q#n6m&d^COnJUVxUGtK3C9lN92 z(PR(oiudK8;fOq{hfV92*>1m|r=QxSph`t%7@yoq%(n6dubTn)m6I5N!zq3!8R>!e zt}ck{;)Yy;uw=9kb|omqC6s2U6@`67b*2EfKuEuUgnWuJ8LP4bkwuW~jP>BQy^U$B zCMcZEbiq~K81nfM8e6E`dcD^Gi)p6boEwTS%Odc2QMl=?BLAYcX(e6<5Po3>dQy;D zE+BrpvblkwUfcIU5psd?RE8&thr1%FyNmIWHV>(5a$K$U97cWWg6UmdjhU>z(lUWB zDo0V@=kEz-4|sg%a|5t+tSjCOs)dXhb4*HC?#wwD*2>K&SNTw7PT%4Uevdc2K=`Q0 z3b;r;Dw3@SfsRM}ej&$`z-U0Y)G{#KHJKnI&;&fA`t;fcM@#hyeAego<@SE(drcqo z7jQt4YJRVRz`By-ipn%^#CLPV?iiYu$y8TA0;1hqwu8|QM48lThxoaYvgJb*=mb7B z0a1$a2)}2xBVclFfXmkv{EktO8A|kaHl^M4f19W@mt7|OOgGTkdT1y~o)2MKC+D+i z-ljLexne51Gfp^G#r-{M6?IjW8Wpg;dd(N-&Z}n&kEg1hN!S)BRpQHnrd1LA(p4p3 ztKh8)+wwJmsIp}${iVcgQ!$(CoIK}_{IyhsrM}Oi%$loDv!JLE_yol4HO-JjASNyi zL*j~1B$sx?!li4m=h$(axqbu7Hf%s#P7WpzhC`B5(QaxK0%$JRZ{Gzq+jd5^Lx~=k zInWI;on4UlnJ?C^`Wc8n)k#4WMR%{!WRVhkP~4d2a4?F7yAy&=CI@iN5MDR~ToKvP zg(h(TzA6bd5ovp`lM6Jdtthhs57rl&f{A$T7Mj_f$d<4~b z!@bM{Il8m@PrP^perD~-xFWVHYx-s6O8T@r= zD8{sQK~6!DId=uK=3q!mH%swS&B`3#6CZ%S@6>D$6M;U z$cKi$BULW{XeCWdC1?wVQjG?XM)?VN0w2v~LeLIID=KaKj3)A7LhU?N*m)|@iv-Ut z?z3D6^M<*jXsFcM4*;~oP$0DX3-#U(MM3UZQeEy-T@!H@>;y$M0nfmZuaEFEeNRfV zBGHOWtLb}H>JOjkOwbWn1mYROQSX%iu5)mm=hL3|Dj=E%vi!!&x!;$(Xd>6A>XT29 z+p2Pa28KF+-h*n8D)m?$14?_6wSah<&{Titvs8v=5PVyK3iX#(ziCs)kx;F0^fD_kTToPsB^Z-bFm`PdLa`Z=mxUp|oM!XNa3n5jkG%P%*t+ik zF5kP4Bd1PbR#_P)rl(_Id?LEXCZN%P!3Kym1Vou0Nj){7yDxT355>m+)R+0^>8CSU ziP<5%SUpfa#sky4xgxQ<8y1Z4!scjylQMI8roV~a&Kv56!ohmNQ=Jh`mjn#?gk%;{ zT`A#OK0I~1+ZgFZAW$L9u)w9jj0!$nr-^Jzd@WGIb_h*nH^NXiNsw80cf7v|XvjoW zua%_}d~m)X%p`Z4?si3b&EKM$6-cDC1Qo$cFcvIjD(_45!KP`x*qIQB^ZCKJO_Toy z;iSlO^%tKvFnsBS=g_8EU2Ki^G12Br`7~=)q_#jess(m|SH~vb>XYISY>5d#>$if@ zqQ%GP_ zZEUAnRA_bn4u1c+*(1&>@F8Vr1ySl!5vq`H9V$!*RHZl=C@R{lDoBE+qS2Mf1TFz+ zUv`}D)lR0-d?f^>7SCl7)>N%Zf>*cDtMauHhI)NPzC-yCd7WG-_cV1A<>%A*DDn?J zEB$}Q(L|Nik6Hbhr3zKOMq{lg_2vlIRe$KqgrS~8y5*y4MTdo zvKFdNyJ5ykPXk2x5RKW)W><@fHm9$W+58Gpmq#FBaWK;OKBcr1((>kE)t2ozbL|E$ z-M))`$4?+_&Rh(Ri#NlQzB6(xJiC5|I&C|l+Q1g|Oxdq{^8#@wE%fjDGT*y*kJPW= zK~(+ATjlXeJbLuVlo0!Q`md)YWyL5O6Tq9Mo=Is@Z;z^UZ=B8YG*52@2juU&%nNq! zbgD)I^GKT2|5#C3nXxLzb$3CS0mmaMwDb8PgrO_SM!TC}jZs;=S!IF>Y%0_su&tcT z3$71ufPzq?(4Le;;Au&?>2`NK(~s)X*F>EscW_25e|J-~A1cylHqFp}saK35#YziO zB;1#Z$lsW{>d$K31!y1RdlQW0 zR}}bmO_uM_np<$ROlPUeqtok{2antn>VkJB(~*#I#)=6}nB0zvDxdPuAxNb{OfT<>ne)rBWbGClK5-7`uHC`; z8@El4;<(f_3{Fl#>xom0*<81EJ5<{ksV-l^#v#9RIxjjZL`{GF>tC^K#WM7Z?1zD= z12H&d@V~4LOyTxp2V>dFW%$#d{$zgt=jk7(;)M$_rK3BxM9Q4;HTiva3BU_ka)j#w zrUIk#Qk3{00g>9<9TgdY1fP@|m7;ukR5&tMW!7FJkkmsYZvek1KOD_ZDWi+JS*hF} z6g9$E`DqW5R^)?DmL_=Z!IKoRQJT9n(6wU=~&C`bZy~ z$hJ&qb*&Q=Z_!j%4xs`<7ig-fukxdk#-?wxKEJ|k$p`s>(3Z*+fPcN_EnJ!V3dXl} z!Ge)K#zz{}(Fw^t-SBp3Z9MnfbH>*giE=*UzE$G45gM-4ELsdYP@d@ z7zs$FA1NrMo+5|iRCHHK-WC)M7^f)ELUqK?&SwcUR9tyh%}N#Q*b(c&V{t-7vLn@- z6bw2D5c)ugFR@DYeIk+qJ!nLrBRsLupFDM907WV1t1YSI9c;H*k@ zAdDLr7+#p+W`HOYSqf3U#4FrSEmP59f&6kI_q~h{vbD zJf-?*0t<+C&>g2@lseQ%gVs1PG|_1it66~bAS@kl_^^g-CG3yZLS+SyqskdMD?Df( zTOhQnM8Qx^@6%U?VFpcR4Pu|PG!$v8BapeIJ7yOx$I^9M3BSM$U%!QoyZ0g{ zHxDCH)6r#G41#<1LY-EvQLQpVsTRTJ&)kz3WE7&NzkUBVlrJww+oZN=Q`iRWX0`j5 zwKlWcpi5d8EMBn~f422${(1Vxsl22Jhtmn7S-gP=Befd@$(1}GUZ5VlF{!o)fvbdB zPJa(99N|F-34mcn)yVH=rN{)DsIPJk%f<(oGF~@mre0^0Pfn3*K}kV{tFw7w^>Rna z7$1B^1*hPND$raq<;T2@+I&#l2=@rDsw}G4E-t)|{J1O(=kmh|NM5wv-MI}9EE?&F z6PW>K8+R74%~zD!s>LaIeY?DgQHc+2fuE;kui`G@eZMHeq!<0$`ZuvZHNrq#`zKd` zBI;Y>BH-s*>zS|dC7Rhe{k^CJRlTQ~>GiTRArzfIY=lmox}tg0FpOwbpB7QD>4QD^ zg9a!c<4Iwl-Y-f8l1UxF?=>_)zBNbcT1n)-1ecPzeNma>ZWOr+Rp{K>`xjrLIya5S zq#(tyB&t0sLVNEPna&5Ny=)Yv{Ixd;MVZd`=J?@crZ4iTd^b)etWti6Gz)$z_8>4? zO|PX6Z3>Yfl<9sfzOGS?2clIR!UCquYXMM-QNXmTMn#m>WI79!r)V;trcxCUWiDIC zL92nv@EU=rG$pA+nbYU8sQmc(HSV`ka|HFvx*n9Fki&C8Re5Q(1v?EMWiJvdAEJUQ zO4L>=jv~zRBMOG9pe=A-plMw}0ICS>v17H3k~~lKc=C+9$wQ1OvEXO-AKFc3wdAG2 zREU-zF=crek~LH*6=L3;5)?08jXj5s;b27-j+{J$!>7+6ue1zf)3Y#$P<*BTK-BrL zrFyFPn+$$E`3|Lrn;`@=35ZKpEJ26l4ro88Jvz?r_%Cbi3)`bxdN-7>EdLpZ|75bF z%u-oCCQ7R&Wu-x%Wa=t%dT&7xmQL`b(s0M=9Nwt%_3#GP4K5#;e0Yi=U*k=DkKcbv z1trr`-Q%tlSZO>0g4CQU$dnR<3Z7h>MU}QlRb}MkQ@>`ZC9cQsJ}7EP=r+Pks=--9 z-1%EHDfxTahTwOd^O1R$QagS;1 zfx^QO~1kIqL@?UN-7a4;XKnqRyyDtVg9s6PQ5MD1>+T zf88QfZszj=Mmftxi6WZGpu04Cv*8p+KeD}YDp;bNGR_viX0NJY>8I_p2A{^5R&dkM~k(NCh zGv^dx_x>Z;zI#8m?%qQnp2qx@D={T22a{*cLd!AZ;rP)fsHP72>P991z}_Tl2mwt$ zB_KY2cpv-r?!|Y%{*7(PKcB8#zKET>cH_6dx2oZ&zjVcs!?FR3yi}&VJ@#P7IR@XUuG*&mM`Y7L$smtxiSEw|e zdkY)l;iAR{RC-7rN(rLkbHmZJK%?4jaUB8Cbb({jZ>sB^Oy|up{z&Lag`l7c&1r2< zCh?tl@>dG3ir@xg?l4c9^1PX5hg)en+=s8J#J0qRz^U#_HmE(1X(+!zB1UlpHFRi0lh zZ;Fwv8eq(XX;{B?FZ%TxKzO_0^H^W>eB(t7diO=_Pg10wfTwa26fflpka{TbeZDtg z;z3}z8C7Zee)IS4&>X$R^`FcSz{>Gn$n51vbxE_?mL6jiBAWrBZLTJ>TxH2r$U#69 z?BvJPckDnk-?sr$ftOS14G1*?i%qXhl$j9JI65jVruvGNG}lk0*27twA5qHjY?h?VB_mZ&Qrc z8dZ?n)=;aQ3z9du{PcNmWGr>X;2yy&8XIVGQ zo?D9Cg1Ojt=qQdHJAobh58(6t`%q9?g1EeVOy`4gU{V@EVX6R2272NGLaRlp<@qScM4GE4A14OAORhF?Lt%6M; zPUM6lw!0hlri9U~e$|+`QjY3_EXeBj6#W(`Z_Wud3Q!U0M=HQTus$vhM{+OkX9`d4 zjiA~%l@owpu6P5#U-O#rNB;QphTb(z%8pzB*J(a~QQ8nyIW&_9<@r=u9Y1*&8R;45 z((*O5YgPwcK79x6+IK+fPg|i;urC^VyoA2aPj4>pzdf6{pPqv1ZLWgu1+d-ffy9Z+0;fk~7igLm!g`pstJZ z%ge_o_~~IF|E>K$lh0Ky5Bcv+ZAe00qZ+DekoM_d0)diI-B&g7BT>{U6pp(i|YK@bD;<;@87FDBshccH>aGff) zGd4A-%OL2o&h48 z(r=^|mAk0n1QdbRFbN8#Xs*b!wsHBAE7$cz_HqwIF7z-U{IL(w4n!4)q3Yxr{NeY%L;t>g zu>>2s^<#+#QO7o{S*%PxBQMP=2$`7MysvC?q*NRDeN_OWH zxxfl^+!K%pK{KaGd%viWc`X3Q_ov{2K&U9NO2Fx+RUkvP5EqU1r3viI*Nu7860QWO z3L&WJ2G{rG_dAsxfcWmNC>u+_(d2ww+6Z?EW0|=(2~h!2%@k$ezTV@twq%?avif*P6i;qSk?@`C~t&?qy6Ae+fs;Xz20@?_AP~YgH6Yy z==89U>f)nUeXwkmHQr8I<_viI1sm(&@#Dv6_0b2YSK|d_(p1`i_yk&i{2t22c;W1f zKpu;~slwAD^kpnrz14hw#p(@c5m688qXMxfIRsPMyP!vx4#>>TMYp!^Bh0B91`Zl# z*8Rhu{)%^BZ;XA@Rq;CjcMAEyP}&ZUL)Cb`T-?+Iv#bR6AU;qmcxX%`tLQEN+xZd5 zAMAxy6C80dOK_`WQ*jPPF`CLYcHbgFXL_h8vYcQ+P)boLG$+#>aa`X~f_A)mut;fE z=Qe5^5DI)U+s_k*@(Y?E2^F8rd?jW}HEOJ$b6hU7SnFP<+BJ#$+HbS(R*#=6H2D>T zQIkK|wAECPreCrfm7t5MU~}?J1JgzCSXEsdJ*FNj1iR_;Ot{;I7*Mx9RmhPK@zg2R zWOT<>LiNmfFXXNE#??dFwXwdgZcGEMBq3yaxUQzy9^F@zqyf;SYbbM*Y(=`?PEO7Q`o|;P~-l7(RT2 zS$6N%Rix8wx_$4VdH+9c5)d_>$yHvo*QnMMSdfoRK{1u) zQ6Rrx2&VEJv}o*%#FR{2yY&FWM~sBGk1sAdT%{d)8W+Fan zSR121sgIGLG{BU0ju`lUeROE~7A=Ztc&~XgM0Ih;pEtdQ->rF_=QZ3!&L?&7!iovr zSUu4lom;++6>BzQ&fJA)6hO1CoiiU2p4c?S1COZOjruDJ=ecZ5=sJ2csE zD_T8=N|N`V1_t|LaTsO|^TdMTPJH-K8Kpb2H84Fx1SzRJOZl-$J#wz5*YX7lp2{^m zt~45&zcPdE=CqWizANA<3EPazLwKo2lDg^%hI+4Hi@u||Nz#_TF{Qpq+BO53@u8>^ zY9_G8rtjMOOG~k;9V%qoLGyk`b<_53d)c)8+pA;$Zobw)Ui)7(bMsmSW%mn;FPouW z4<3Bk46iD)`T8~P(>V_dh#FIcYS8!))k}r1<4XN8Wnlm&FYrfHaS#%gHb&y|W{52h zL-eec$jO|E*>j4ppllg-9MqZUNO4!TpFJR&{JewXYJy zQn+#pTrLPUrOxII_d%}~-e~z|Fh;fU!l+N&(5-cI^yu&rdcRX2!&r~2Y)`5U-X^optUqmpK;C;K6zk0<62=MC7!8B0bxVPCulA2Ja<)=;V=s=E0> zcv=#QvT@#M^Gbbme!~F~zD}4tC6W*040L!e9NVJYahqnO0#T+68NaIn8j4VxQe=F6 zZ=sZV5YJ^0o|ITYu|h&osa5J{EmQRp)tAiHlc~xfq*L*Y&% z*rJq#u3{Bz(Jx}p^cS%^j`R4JtTvtCOL!4`7Ym4-|0f`t0LGH! z2*eqyG=zW^Kruk%T&i$9A1qBK`k>KxUo@Q*faWm~csITY-iQf9n<*b6H!GKBb19as z+l)07-kL&o=cfYnR`WwoM=i!~V-=#cWiHeG2c=+%E zq9dnZ|DnT}J1ZYEXBFc2fBa#vtp7=q6you0syms?iYgm_UJy#hc$*0B&3Q^skt%G) zxup!HoOClP$5eheC2Bu3K0YZ!tFVHqW}6y+yXFw?+s`!Iac2p6kRTBpcYw3bRDS>!etlthsdT)2^h^J{z zh+m!C)I`9Q6uy3vJC==c;W-J#+1zl9ZB-9lUU?ad#}KxJvHYeFY4QtnIxjk=$K2-W z83AbXYJD_+wGq0s2%~we(q;kpnoz$yD;)bMA};Y9KcYf8nCOlV-w4NFtf9#U2*U$=_t4`v9Lj-7=MIM2tl)HjS(>=94#k)gc+IHC@v|-(zP2=x@J8R3BXAyDP|C=%(-(BpO=TY zfExy9Sxk^iu)iZ@&8$MGNL5B{>;o<;(Ebf6|lXuYdUy78T9I z#EFxTot0_EcmCCHev31ws*uF*XY$0@O{M>dlN92anN3V|R3K7B^kh~b61ux!UxKeu zN(!3DTow>+5kiV6pUC7BwX3Ts5-U}ru6LHXt*SI(gkOXStZj<%H{Ag%GjvTTI;^x9 z`5VJcuAv5>Qu4GaY+sTUpJP?EzCmC<LDIY4@7(qcO2k#Y)>yzz(wj&eQ&Sj%Nind%9;@{1P$S&UO4K1tw{D0{n zl<%A&Zg}V2_i+5gX)G#VjqV?XW5rk(#CC3g)=lf8u}@9(|IiIPV`{?g{ft>{t!omv6=_Z*L=}Oi*)6kKk!g+Ur!i zP%1HbsXxZ>+y#vi5dGME5j@5Z%_1YvXet$AWJ~1ozAr6biWM6+VP;VYCa0!hTv8I^ z1;lyt3>ahB#^mOr+WILp0~V@lmHap%KRF<3`s-i+f-k@P()RAZpZ@l@zu`|bnScNL z-y8qpZ+`omXI{l`zx^eCXG_ERpE^k)9!;kys;*Q7qN23R2)Vh#ym$j!gFvawzWjVr za)Q|HIU$%k)E!xUU5u)`!5h==50ui=I&%1{wqf#T8h*gf__^#6VyR4-%~G8jqEyQB zOU^aulnT7cWL95gB_Rup`fXL9xsc;!)M*?6yFSv2vI>Y&ky498K5~8rvzf}Q4q8>1dK8wEoFQZVFPW4ovw zPmw~bV}N^_=DHN*=?oVt(b`s$xzrz(qJlfe2-l1*DqA<9K&f$+Eg)(zdF9>- zn(F;AYlw=(HYE6(8dF&il;2QrHHwp95%3<-oPJu|1P=ulnwj^x4fT*QH#}9Isej1d z);KFmC;DOj2&zb$&B}YctX?35&B^RQ?zcOJe(Y>=3a=MhqvommpnBY>5X0ON0az0m zf-AGBRtaE@z^CIgGUFAv@ z3yOlHz<8SvgU5tyWqJ@keLEDTOV=SSYZm%^tnpy@urW$37)Mh5(XP2a1`Ha44jnpT zTpKsM5$c4y_n(;mWWmBB)N0^`DP0ICf?nqN*iY)AWQ02&@;pcxn_*sgOt%QXJ8bq+ zT7scfQp@s>%7-dgs^CUNMv(D`UgQ7z>lLqy zb%Ba!C}G+Y=cyhwDxdNR4IFJCv=@xfTvfL1zDKL*gQW;n4X1*Nv(g4cfl=o9=?u&7 zcr2lw0ijWdwz6i%gywuVO=UHs5KUsZ4TgL#KjVIy)dJ$agBqimW-^ta6rtUhD1~VJ zh=idc&+4sm^$N}Ti=LQCAjTRH%7-Y0=wkySAD~pwfuno~MIWOOBPNBQNmMvG5QrJ6 z$(Xxv0oHu}Ikp}=h@w?%k&rtRG3gmdnURacoE%J_F#{7bGf_>0mM@#267lu%aT7-@ zw~eVHAeJsEMVpv5Xp`F-?Q+`w%UYWmtGMzV+w~t9AEJP0e1`fncnN zbyaqV=?8sgMz8_p6-`2qsC(0 zx^-yr-n;Oq{~}gT4aP4PH$*X&+^Z43X#HVxjPKxU(s`r`)q6*Mp9MgvK|2ub>d>wl z?FDN!Y=SBXZR3MM4;($bwBP!VPiA;xPrN4zXM(sLJ%^gU81x$2)Ts zx%M_@^%JKs-kvo=S5v zT?S2kM_b#cph~n<;|th5^?9p+t!g$Bgz_7jF=Diy-k0(_hq+Ac5ML9H`wr7gK1xMf zq2W*oYV~2RB#2Me$E{nmI4=8Q#wu?_7SU{859FF#}ZKx2_Fn7T`l&@Ze4ZC+^%YnnlEm}kn=3!>>A`@+n%gn;K|xxm%o_b|9SeyNeZ!Q zhPuhA-?54$=w=Bv0h6(xI$_mBFQaO%Qvq$9;(^%CPAD3oBwBTIQ?pc-e22z2NJXaZ zX;GbBuzsp?&75%|+nwf@3J>_x?0gl!ST9d!hE;n|gJ0bvM3?e7<_z;N526QrAZbX}tNH4?uAVPe zuaNV3e%KmIrPR~e6uOv0)u^5`C$so}@cciddJ=3^t3c^BN{^9At^7ur$0jM8O$pip z-zfs|Law^vd6>DBrn=(EY}PvRC2AW|etYB(RPPxo%?d*GFt@3|ih9$?T$XQ9H6Z0X zG(i{RLnIjI5tJKgGH>R5ljbku$mcZUchQWma4hG+9r&Lw@#tk1_yzGOL&s8?)Uc^~- z`Ib5q3}r6sM&wO8C(Pvb%_lTKNFqFzuNig{q zmHaIwc!xl|MMYu(QLkk_OOXW`Ri`2f6Wcjq#Ux*Ry|^hxeOwoX3#|w5&OHav=R;q7 zxwskjr-UM@rw0M*fs)bQRFNtl7JylU+)ZJIo~_?R-e7KjzJ^4VS_&}_bB*8Jrdb1o zdsfG+q5f30E%30UiDjP4Oy<67uAt5Jf*_1->xN;YCSuFyJJ7LxTa0YwhR>SULBDtE z5^jD}rBvAjz0ztFd^wfnhbbMs(dnaC5grPw7qa-C8iT&Kp%BL1>C7sF%lV<#bx+^@(hM z#HdbXF4yD!Tp|1}#BG64UHX*JttPWsK^POwPO4+t zadr7it#6s))2-^ zP4QWii)ebf@cO*X|CE5ddeswGuX*9#T|b<-5KJignPCN{m---q^F+4H)ghR@q6-Rg zbCHsgM3uMzMT?hU>H1BWw{#VzWMpAz%rs0)OTm=%RE$qZK(#$_D)^}%-b-E)WeqHWV!7&vSkj-5D*n79;-_|%gMD8dYO_9e~p-HE|w zp#AKAUYOLT9$LQL1iSVf=FM>q@4fXpwnlm4%d*DCjDNJKDZX3rDi)3Q!Q!!A{662W zc?*w98&gGFMJ5D)xe8Pd@nohy2DS;qp^B5{oMvUuFm)7f(^P%9AOI?rX3C?{G`~30 zN}!%K&;{Ll_C-bIN%ZR72Ne|+`2MfJs1d`E*0TZOsoooW=p_AY*=cx<*SfvNAga=DZFuJRq#WR9CMWz#Jf${g4C)qCbR z*E79t2u}T$KzLL@r1^a~+UC<-UkgVo2~IP7sd}@h=xhVR&i*Ab<930;xIWi1!JdAN3{d--o`9Z1n*#4m`Tk38Hhj4NeWRx6?F-d39Q1TN`5v@dpYE} zeBBf;#CLPSkrW@JN(8vGR02|c>aAk$->gCC)w5;WG?mq-iAgg|ePK_fYCH`WUhpak zs_%Q5howfzQ)L{L|F;hdVDb+Y7%%{o*=OCTH`pFfDPE--mC8Gt6M(11fi%JVP3q6k zkDc)8t1cMS`7M*OvTd3N0jzq6O$>N7=E*nZP5Ap^$m~%U9ol@1-~Pes!~VgCEm1zk z9p5fhu4N;Fu?gh%N$%-_L&-ABLrsqxMZX0UsZ`Zd)X0G{mj(AxpSt0b4n2{YnU9a& zeG^N@Qf*L4Ta~nxG#!Zj$$_R%v{G==de+CNu~W_OD}C$rH=3hY&t5du{Y`=0$2_*% zb9{NsRCSp?_~7+W+`N4kPrv#GT|0HetbTQDdEG7=f_ki;{UAwUBxF<4M(Q66ruczroe+-Dmj)3Z4@M-D21u@ zPO(|0xGHzog2s&2K>8=s9gI)%REDDovdEXHa%8IEsEXf$qN@KKh{`fC%`kn8;|K9e?KTrSFWTMPDVYtg1MW(V~rF0H!NY7C7V7tfvat1H_ z`NQ04A_;y{lDgq!vPsEVrlWjy*?nA5l_I~PWje`OuBW~(R^^+S@9`!v-LjdCeVB9h^<1b!WUx&@d`b zXEYD2NpstcYFEJ~%svL0a7{OXW zl~_^7)I=2gZrgpnaRkPzR|x-GKBzb?5PBn_JirD-Hq}ie81t8Q#NtJZke!o- ztQj*fx3~mZ1%;ShT87x%83f`a433+MaVc>aGo3&j`awM;baO?)09VW#?u!j;Y-u-t z`x`$0d<)XDVv#>L3HgQp!Zs%nS-A<=zGK_ZL6v_pJp&@ufc#8SXnK(8NiP#tNz-3Z zF|3&2h1~usV5(Y$$|nprV7R32SppkxxTNk*STT+!56zd;e6nAnc_i>@oDennmozt} z@~K$ll()dho0rSX4Q;!r|MTl7ivkeUz81z#jK%HyPtg3G4-p+5gT%x{ydLgG^VSQ$ zSlSfdENMnl*@^@!FHkvxrqWJ+IC{S8h8~^U;^TK;N8fjq#^Q{^0W`@7G^N6lXy=)rdm&;$Hnr&=ArwFrppy>7NL2j7d*@5RR1gg%h zL}x|p6?8EvO9sqgm`3%iUMRm@-oz-*U2&fLt~1S0FAV?K1#MqxfC2B-gO`Up>eP2f z&t82oiwfkm2w%J!<_X8TwJ`dl+JuWt^-$x|&=9e=3M~NIgD9#-ZHMAbs!TO=e)<2Z zpR;OI<_++`rYK*U^m185@G}L}tda1Z(6s-uv=P28Z%Q~eH2{|hePyP*0piWM`cEuC z-keQ<%<WzA?SP9$8Q9MZKS)&cUh(mm>zSoCjTJv)irqHklM`CCy zCvr|8R#eig78EP%;mDC%oYyr~ZxmdyfJm!_K-7R#w`e{eJ0l=!7y*A%@=HoFzEu81 zFU(ln9!m+of`XYyN=?Nan#$P)b1-{RDRN5}VOU}`MyAGKY-$`v#ZE)D72|wN*QZr9 zW#YPdV$Dh`sPg?^{)VM1N|9087NrNbjI>krTDi${+xF6-%SEy zWwuIH(VP+td1FYyNdcLt+0=;_o#n7Qck&uwc2l`G77(5L39z4dDZM)I?Bf&U``|gE>LtRib%o)eh z!<}=M^0a5!Qf8rSvc_#P>LiJubJiQK%C(}$O z=rpMRKB_`l9>-MKJE@)tvh1Hm6FHhnQDehQqdH8WQe0aT8mX_6Kr|-vVFHx%lP4Vv z2-U112~;o9jb^kL6{7kz6NHNc5mTZHIC}4AlDM-<+F)5}DT<5cBRM%4x%sm&YwkkK zU%Uimo7N+?a0W&sM`KLNbc~6oLOi^X7t1D^KxC8L9nq;p2)cJ}hqvB%4V$)XN7?d?=+?5S@n7BL zJ}9+EP*i%1snSieU+F7K9T_pCKOQ{!8e4ZAM$eXErb5nBLR4eJ$agA#oT9t)20EZy z=Z)n%Hybg!w;~EnAM1loULD z`V{>J3_+WYJuq%!B>wuh|G@E67xDh<;mGUfjD9U#(WOgwbnVs?z22u;pRJxo0-*j6 zE8?tPD)(sap3CvUy77cTl7|)Lrn*!WDw+A$3gs(Q8j^xweE8@Aq`HJunYa0nd|WEH z%k-BoQ7Tb`%3G0Pf%iJ0Xw)d@_Q>>gs>mBuj!Nj31#yz5dC@3eH1YXiNCxM+FJT+c z$&+Hs96wKM;!LJ1uM_oD(*AhkY=&hnt7xsjXTRp;Ba~_sERRmFOLbVsM3}Wq{heiA zt9#$^#CoO%W5q@)Mq5Bdy;P2$sAtk|H0acg8@vv$%WSs5sCMh7H_lw}L-~#XEZrS~ zvd{fcy44qD+x)O(r!NXtzJ;lI6A@J~2}2VGVN}WpOvs&#iL;}TQ9c{l1m%!vQ!qR> z2BYJrquQSRl%KbJaqDgnR;>-eI$PI0I}m5C60q81d1c3cSzCFcJqp)#`=>xucf21@ zs)8-E{{PFQw4(n>)53)dk=9r0(CTSnY605JJyVsMrl%NxcQ7s)YW_%>JY~PEnJ^G;Uz!AvEnT59+`=b4;b@A~lUYIm- zB8K$of>w>|!Pn^}eE3l-6LHqmwf)Dm#+>nJfd&b)&a-@$4;BQN{Kw&~ebBe-r|AAc zFg8y0!mpN4<*MY^5MQXe{cW1Q^5>d!&vPxscZKI#a|KiE0U80(f})23qjDBCx7-{0 z&-A$!gpqlDnd|9$_qdJ9G(Wr*Qs)^E)%v{eY`}bz*U!_EFldl}St)wBDzW@xjw?

J5yO}x!3digfxbCI5TBimzT?JV@YJao961%$4jrM2;1?e~4#Do- z;n=Y82b1}y0K_kzJjA?tg~-UrKv8iCpT2*?)k_!nKAkNSH*Q%y6#n0)Z-4O>R<2x$ z`w!LS>OZKqicKZ%R_Kn^ec^k zio7OucSM-mOL)t_n(_I~8|GzvTm=JNF|lv2- zhH5G)HQSuCqZP;T;p;(Y+vH`0`P4_NPd-6pR20G*zlJFt-0-UvZ}0|h$QxVzor4J4 zFtlm>62?u5Gx@Re7M9`ThIOg5b$&x|EF%P?K5@ePO+4_5Uk&tZ;f?+uIAi@}4=SjJ zIFcHK^zL=Ae4GHpKs&!XQg|G#T78PXefwkk_U+hrs1ofzd=1OTdt%K5nzB@_8h-We z9NvF4VWryp4jPF^Pro$X5PP)n!-8S%Cc*wy?`oz(&$$_L6==XKMfolG{TP4(qEw?X znGG!Un*WClh-z|c$ggtD&Y%;`%rJkkICANq?s)qNRpJg3=w$mR^7`OoW0 zbuiVx{1Ny6Hvi}Q^9cAk-ngi0+)CTw^`i%>9xZ)K1mf5bG>L48hLge&LO2GG4?*~pM(CS81evo7F?jMM1H|6r$Dvwc zk`v0xJg{<=7l9Lq4I6%13USlA)tEJVHVz*?jOfV8*htfBW^N9OOUqHZa6ZkXIr#N& ze`j0!zn=d3{hv`*GzTp{`UEG>Uc|YR6^Mz8$LCu%BR(#U68*Go&7byER#J@U9)4Ig zNv4Vg7O5(0cu~G)(_BSKx5oHk_Fzw(&y%UC;DNgI1)5~+Q#6Y-=F0dsR8&cBxJ(mB za8spYDGvo}1RA|IK1wP=nRw>4xdAPomr;#+&)0gdO3G3OSGlfymICPJXkYYs*TGbw zoaSEGrh4IH+>cDn$$49R&`yxkf%s+Fup2lh{#SJs8PEf-hKCdxVyO{vV#j1oD_M8 zsf?o@JPNoRpkg|ip=fXr)=%|8*X9k-lvsFqJpko6Vc!!#Bb( z_(Ml@`ydd5KWl>?ANXS>|I0(kepoZv3q9VfhpEw)KlJnMyYS&FKIrsH4ZQir>zGS0 z_vzIev7H>v!$d(MJ-Dp@!7_y{C`t`dp%Zd93gsrTmI;blM~YE!yed;$Cb!IH<6o58 z*Z)r?Hpd4l96hC-69#`!pXb>VH+d}_p6-k_lRU6sxECh#VG_^(Mt!T55pXyy#0&y< zI>(Pnn)}3SK|oaYf+;7KPzRN4D)wNn=&ix5l!9Zr5=Pg+(WKfY?dH(Y8mKr{$23Kn zD=IiYTFV4lG`_Q7C?BFp&VCkTArNm$HS*l>wE{2??)akQb6@z53PNKl!p2h~5K15h zj0r&Sgis919gZdIHXyZd7N+OtVQ^F=s!f^dhOBIFq^3C|GSVAsZN(jaDnR_^>#vQ1 z`~LesA#r*viWZe2B{>nl|I>fq`+xg2CQqG)yZ8Tj1?-bml}JlYLPll|<@gm8&nv+8 zy$8)_8`iDDjDmUQ^-q0TUcLw`q8gg9d)3!fHT0BbBlV(jOq8g6d8QQ@IG7TE=nf5# z*WU?6BfZRUo9fy%fe@V9$;Fh(8uqcH8PHzUb2O5ld7AS=wHFK(01X_C&ra`c0A#Z# z^Bc7&6O2kxd1*=#m!Iz;P1-H7foSYo6TW_d$jr<{|K2^Q-dypxD3sp`#mCLuaj@bv z{`jZw5jQ;vsofngyu}NcS8Q1+l_$^R!^VzgeZju#d)_#7+$si~H*+>dQ>iKO+bYSg zppX))gALpgd-`BNyI0UO(9u-fk=a>7bEyqY>26)SVr0h%GXT~4$N=P0^{CSJlnzeF z>gSHMKHiA%s&3R#%Z9bEB_@z+F3_A?D-zxmUoUQC+z~Rd&*p`qZ|jDbwQwocZJ{as zQ4{3$aYWCKpCCPxCRxA!s9mQnMtxWlW83>8IV}edpMH&L(^K(LuIG*myb1bVM$bd{BwET${@Gj@OJp-a; z8dDjv$zLf2DV3;zh~0$N_soAvg?EGN>%UY|zZqgQUxhA|&>n;n={|he^4j8qOa14I zd0ovJ?v1`Qrvu$;z`5Q_csHyz9~4x)3wa$<0V;`GmWC-TVe8VT6dd(p*{^}JxLgHi zk87Z;bOLf?T^v4I6Ne7hFiF|ULsU>j)w8Rrl#eJMqNf?y-VQ|#L?uYtfhd)DlZx^F z9X~AE>I<*o{%ANk98IS-LKxMd-za}VF~|UM#fHs@&CbGz*cfyfIULn`^r(xGqZ(lF zkUHqcC+q6fKP{74({F$C9nw;hv0~L)oI7(0iHY&}<6nTk{poiYKY0pn-MMSl`|i7M zv2V|AR8&@(yhcrTZr{MTvE#6N*Djf*=5QIh?c*~0^twM21MRag6S>g zyz!<}^>r12{i-Y!$-TVra*cYJk!PLX{YTH>lh^n}pA|#};)ihGdRV_{8@~Gb8;lw` z5`CM$gicKep;oQ2Vbf*|9z2-lsf!r^?VBa9V03GDj2%D4e5Y&sR#-T~8&4Lg@PXw9 zkRS3?b|4A{`yjQKCz86JE8NPICC#y!`@(I4!oe)5?-W{KH{uEEY{*^h- z-aWfu(ED}J>a8#ol`O@A;>Cyv^u(a|YNF#?9w;bWfIt5GUyznvfWaTRpdyt*WU9aE z^R2X^qTw#s5~cK*06xro(5q)RRGq$vF%zS?zB6vkZ-}Q$Ud6+bMg+YAYdWVt3bM?S zA|&t%+|6s_Cp3WcB}C;9R>?5SgnmrxK~4X!zH6e<0w;f4V^GT-GqIfqJRM&~h0zIcqH1@o|K?RtFsE31n3#WN?+rArs8f-VRO3_?_F0v61f ziL&LZ@%!KY1`FoSM)`_$X5F9qBp@EiXh>z}jQ8JYi1zOUVaP{Lh~^C|1*po|s%aV1 zu>sn&ZimfVw-X=}F{y*nJQT5vfQlk0wdG_^C_23xfKFYyAt3}SxT@~ zUA+rAR$7Ii`1dfh0nt9^&9q^n17`NE!yB2`6XEn=et=Pf)vCROj$QlU^o484$eo8C zZ#5t^Lrq=BAl_iL8h9cow2`@y0{y(v@}m#nTAf=!!$S|)SxyxHi`zCAKBvan#mLOvmGVeRS_ zNa97AOr^MC%Qlnd@c%ab{x`ou(ZV8}K6?q@eEAr$v9ZX{%SCcZ3LZWE%C^=|ds@D@ z7}@=O(5_VrT)%k-E7oj6*AFA8w!HCB%8VEGH%l5}V(WTH$tpD8IezjCI=t4f2p1+RPZ+M|9jW-Atg2wPr)KE@#MVOTmqI3?K$4a#^={AC) zQby+bV#!!HeDY3Xbo*=|TEG7)K|?@B`cO%^q4&FvXdYY}AHV8_9`86~SG>j{X^4Bp z&Cs`n3*LJz1kD?H!_&DgN=g@-{ZT5*yt#96lK)l9SKN4PAqEmw*E^cTRI;kZqOOIe zdma_yLjpv-P~K?zLka&eqsJn>TTOh;8}|tn;@P|i3~A+s!NW$Qa9$Bwyz>T@k8{Hp z#Xm-0?dWMy7}3(jDAA0*UR0I7nAENT z#%bCCO_K$-$U#&kAn&N6v#()3k2%{8h*DMaNT z>NCO64n(8u`PvG+SZ21>tSUMJqty4RDM5JQx#yn2?v;Sri0bTt<&$_#j%(6tXxrCu#3 ziyEM!v@Qc<_&g6>sBq1TUdh6diOU9Ly>0rzI4N@kFylkfd2h(^Ui%NUAZ2;K2YA69O6oW zA?O4`TQg}lGO1)X3x+bGr3|^Al88GreF5dmtzkbmZT=iheQO}~GdFCDQJ>~8oTGVu zGE;eW1QVgA?s;;=tNY%r_yBCDsXC^80J8Gtn(=NTr^O;JJ_#j@m%+oaCI-A))1(Mp zoT-8YRv+#w+y_On?L!wRDP2`*+7tfEmaoK`joZ-SllQS|ya&E4vAP1bZ(0it8#TeL z+qT+?lcSN=(}gB9Z`l4+E9pwg4mGB#e1q~&D%D01zL*z;fh~QIl%9vrckIR6?|y(6 zpZ@_AU7OeE{smHvhU06Rv&v}{(C!n8mkPo$Z%_lw8Q_33IacuIE}PP)u2a=21xdv( z+P~$Cp4~d5=f~k#H9<8YLyYQG;<$!!_-b(z0>;x=0{3|iO_srIb*Hoi%mh8ELFEG1tXZ-`0?#%3-}ex3MV;SpB6J;9Re| zsiL%Fy1yC2=LEr`hp-al4-)R{rug7|Zh%qS>I9&)sHZ&l^54o@P;@@4uN!9cb4T$= zH$K3qTDdQ`W_w%R0BM~lB3&6@&zR7Mq6x%lG@WDAlchE)rq{)ZB%bGN?rSa;t^#;D zoR{$UuJU1U(^80P%2m91!xOtIyb!a<8!1Zzk+Y^DW~^(>*TIO^U{$j_A$Q&)6s=i{ z?9wIZF<}a-9XY~3{7#So;=zMq*u43tWitOf{V**nE5@QRe(3y;4~C5xi%&jnX9ihP z4-2U{b;}bJugnU@ykQ=uh(c;lXWmqy_^P~_>Dp&<5@-40c!n=Ve&T}mpR|Cxy9c_x zR+E4U#N#3rH&9xSOh|245lz8TX%tH0wMCt6NyT3*;*+;UEhML9;qjBF$jr(%fM^l= z5_ZJ-nQd7hm73I;Au7C}1Y*I0>W8XTgTt?!KvTFy1P1l{3@w`ZqTTyV5E1NSN@&fP zRfLWmyCS2P3vO~>tZ27CZ(jMzls=*xoi`@U+)*v-b@+J7-oj1|xH3tmn@*#!~8HBzq19)D7sBHW(;GG)i`_{|Y920t`0S@VXE@@2poZmkW)(3xg0-&z!`mdcEzB+ zJusaAmq2-CW-yhY`dsr|aJ|@WUYHh>fM5RV*GSALz=%(!^fWB2#HOXi86!r+NKcY;!sZ`V=7Y>OX*vAj8s`%SHlsg zsH}RQ=;83~vc{%6-_#DS82hOr!zvU)m=KHyQsOE@<4ODO_A!keHN&oV-GlT)Z{P*(4JS zil!)mN{jKPQPWMX^b`ecI5g9>rfMgUNgxPy*qz`D>onD(bHexlaE>u+771w zaBNps<7ZUSi;izPBReP89P6B-a%0+GpVJ6W%U&U{XfEf;Bvu}2I1+leV{fwMSGCN0 zJ#6%!Sf;YnpiE~0QJ_;7KFepw2MGVm%lTe-P#lJ@mNw(L(Ychrk$~Ykiatvn>cOWJ zsp(za@JZv^=-%AX1hKwZ+?WrD*D!0SFP2TzLotZk_2c(^+2q5te6iZE4O6|5+t1A$ z<7V?;G$G)_OvU%BTu*6B%ejr5{#G&L!XfTBkVvTU8j)q9u8dc?&l-MJk!qRMDjTLg z_Rmtn2+}KMJT{ZOP59GPR#Q%*fVjKD8&O3Xy3`jb%R&jn#z=~%GdymLU*?KDwhYm$NQ;2{4o(gf*G9>2p#;oQ2FmuU(|EBf-FP8nY z_K)iqEbE8VSp%_p%`*J^&qE0Ow^Mm(5l-iZ^MVP$#I6moh%*1$&AU`jooPl)}n*Ml%~piD4btTF*8mUNOw1%-Fx^1zy94H(YOB)Bz39D z3z47E{5+8Chpp4Rux6q=R?vi7G};q0X|koz99HRi-PGxP!e_C)8Ca8mehx3Z@B%*k z@Iwq8HXIEbHo~h^YRNs_%*~?TRP@rQhywNH)fmrGpfsl!gy23uf3h&hn7A4;ApJ9U z3>wf6M=Fk^|A3)p91&xp$#=+`#uPc=w$!~)$>VPZ)5Xqa9zj1@dBXxA8KuPEk{CyvE zYx6G7Ub=-l557Rl_g+WgP#+x6i7+(;4zO*X9*AT;R6=~wy7i~{=#4O*Z#{g}FWH}p z$jkVEbq??FSXGv+Y^;=?Qe$-f{LT3@CNSYAzoGFTnjnc_=xHElqS1UX$?vB?nQB=| zBYwcy#{Wu6-)b`#hH;@K>o z=R7Js{;#=IvF;8pqE_`6(9owgwnY1x|5syrD_Es;9{IGtS@tTf7KWRV5?4$PG(Oq5 zF3wmsUSoOl8lgFTjr(^c&x0VOIiKll_Fs9j>SB78=j1X?W(8O-UUE0-H`lKDnzWl+ zH@yrHr!7)HXMZFw4KYB>ph}Ei9E5RcA7Xk+I%X`Gk9jLsA#v_}RNJ-N!*qi&Ks;;# z(LU1WjT_goXU}dNII!=(ZTk=G{V$jQckRDhfA8KsxPSj1fBSz*zmfm@lZrcNbiDns z_3_y!O>y|xDYJaY@NuTAp3GA{HC3N))&NHg9n=r^pZo$9CoZDJD>So=e@9Q=K-{Mp zd5ITOhj)T;`s@YXtWVLUOEx$1~e9`;kV9cIhhGnZZq5XTIW+3}9Z9Vbn+aY*8q&^0HuEM<^QI1sfNalbD!76lahw` z)vCAgp!7{tWJU0LcIWwU<%5|@*aV|wp37pf`LN|0lDW(W#g$SX!)3zwvZBqF*{t3y zc7+(LQefqN#*dh_x*>AbHlkV#!NiOY5H&p!S#t`_Faojp`BI1k;%z?JZqocYK$Cg% z@@GK&dHQKhOUjCIX-*TWC>1L3M6d3h5E(fQZJHBKv8q@j-wk20&>va7957<|aQyPS z-{S1W8))%rATAb!n|gN|ujCO;m)&txIE|i%m%A%kw|EspK5!u9d~hy5l%`b(pZ0_& zZ@?m&N*})2kmlZpc(0IiBMa<~h8COT@m9SVe2O-?DpRTI6@`IC3Be)D!LSWtu}0nP+* zJyayS;Tlz$s(35tp}@@P9Q9IZh;Pcm(e3rxC@!&vCD?zs3XQ$1n=z}UCQov`Q*2+B z$bTAy1MzNHI@$>XyS2oFC*R=a1UdqpPNA#67=^77>$6~xnp}QU$qv!`}8;YpnDQjX~!1_ zljMG|6tN2J?n{lp)UN&*_Nh1ezwcm1`}<-MP1*8S2#Ll#FQMi?&_2tLsKK%nfRVyV z=;4OSOhQmD2%4<+oKO{C5EKJ`9);+^Tv_1Q24r7N$YAgUV0u&$NTfT()QGsp4Ux&AUeF(;D>cy zejc-j@VcbsqT`oJR2R)hi<;q4X;bc(dfWt?$hyYMk?&H+T0*NQqYw9w+f|VZ`I}YC zQ~$rz^PRao@7&&%GOEa{JZ{s4&kC$a#Xu^>FeEN(gt+o> zj8FRrlcJ)LJAW?nOG}V2dzO5Nr0NZxuq*D^y(hr<5Pt^ZPjgbm?0snsaX7^fB{bK% zzTtpi*B4Me#sj}B;|;$k825Q0D<@B;^^i~fF{poEeEM+`6o4*TpcXyPQmf`5pqlBVAT1C8Ua`_&cUL_&MRQi(Uybr?reTIBD;8FM3>i)F)#voeH_tF z!x9YWk8L~mW5VPZ3~o`E$72OxzFgdhYAP6+-K(QV^E&9&x~VDb(2DAF{P;jQgY> zN=LY0bZbwnr1_<3{nmZxPILPD>=54Qjf{$ue^LLzmBJ?I^>GMd60^HvnBgDz5Vb(6bEV(2YGFz(%0$oZ?Sek_cEx#P%QRo~ zZSx8elhe_E;81+fur5tXby1UlRLQ^%c@BKgZ@^HLELn}9;848N{8e;#Hw5jP)x-OZ zy)pO$M^vP$H-?HAc;np6V3RU4p#K28^L|SV95NhZCq`k!r|!t;P5`&5Wm13?#Wkri zMUBj8eKN}{xWB!d*TgHYzK$V7hojjmubX^W71|gxW(*2u&Bp6*y=PK}TE6=V-t@1D zcJ11kz(|+wy)m_IeLe^p8eqs=)V6=U>J4m-_QjB%t?})zEnj7?o;^&T@6=vyW{m8r z47maV@g+ej5XgMC0v77M;*QSm2cymV%}jseGnw9|AG#HJRbYckiI7uiE|nHjf91=0 z?goqkq5&wIwsnV}8*nN@t>72u%2N~&r6!dx_+?2L)m^Ynl?9nGwY87x5p*Ia91n{% z_H+dQBZ8b3#o271f2fv|$^ZJd%NydsqNaRUhhZNaw-ICLqKKO+o!u0l!;L6Z*Oz6(SWe=Te7v?*y6R4#iu2;5OI` zej|MmFxnR(;{wreN;n!$jzF79Z7^>9ctj;7A%*{AWL6HU9XRNPhYzU??g!z}p&z2m znyRX*uxL>!%FCDii`!C^l`X-kQ>XCPzy5zK>Gl85Qwf2%V5C1zXR3-#7@iabQuzd+ zRg*gC+kY6+athI<)tgv8-rZd68Xi=IK<5wlz>;yw`BIswP&4N6h>skQ#S7q9-~HN@ zuj=$#ZBuz!k>9VEy@h|<(i(r=*&g3-YmK5Y!MxdDM~`kj(B)kpOlj|g-SNKWqFg`O z9Z6m5VA)uAd|jsg)Q!;plMr<7)(5RW`4j^_a^ub5YJ8j-Y_Z)4@2(zLID$6=zoUWn z6%d-o8*JtP4^wQRP2*bdaC5`QpR_^CH-oV;lB$Tut7F~~ABd&_^-T|(wr$&@R;}75 zw=f_u1h0oWq1^|~(5rr zWna)7QyDS=M@?p_3T7y|T*YZe4IN+xj&iDA4gO9qpjp!u%Jrrs1O} zp#OXIO=X|qpL!srryId0w*wUmA2jv>^Y1Tc$p6F(jRIT|86A(bteI&2Rv3=b995Bo z*+YFWy@wLMeUURr-7=|M2_glLPG|d~?OQ%5TebleC(ffsmkyXe*a^2x%8g)X0r633 zIDWC>72MSzR5FKc6>rqPSbdb`hm$#N@)CKDtiX!WZ`93BgNv#9jgL`m>MJf6hu)vd z;_^IiQ>0k1R4*T0Gm128xL5&E!MgXuYX2P&+r3g3DLtGK*VWbZ-A?c0LG|Zhiqe*i z55Uzqs+cYxqkM}R(NV+X(oE(;F zwSD`kC@3xO-VMOPgFhr@|3zsxD@w3oLt9+B)PWaL$A4MV_BU_tj5TXY@P|MA9A*CR zrup+1Vqynx^Ym75L>Km1-XI?~^T3%)Ru77l^lS|OpgO_Fi()cMrhNnJ;EXyvi6>>RQ7yhkQ>mdTZ?$-& zBPyx#N~uCKK65lT)t7|euX*E{G#_5T3K*QEGA$h7fYOow4|{(BUDtJYi=%GCF^L(D z7|a+uW@ct)CYjlmOfoYwGcz+u7RzGUmN^bKNz*26^UXKs+EUWq+xFh~{a?rPH~!fk zYaE}W1N-c=)?9P`(2)z+7uO@bFru*&Dg+dRYq9q@-XU<`WKW@Cnx$N zqPYixTtC3}?K?~m{jwG7(czP#_=r`o;-!}<;xo<&ZSG2P_A4# z^cye)4>Ph6y?6~;mjBp<4k`3x+hBLJYtay|KL3NMfaB`sjxJrg;LN#8=+L&c@%oCH z$QGAMxo0)Dw_$KYH_V#52w(rsgiyyaY~8^5@3jimm)DW_At6=vFoyi10Pf ze@*~U+gDZ2dH>ya%usg7sYwb=vaV%=PY67@FU{{gZuAJu?PyQdZ^fc2MpU4dw;=>C zx0d8*dmErDC>pCxLP7Q#>J9yiTqcXmTB-O_N>75LQa9yXk*!g(wjifnb5D)SOt=%T zm%g6?F#h%ed$Bj!NcW8LMM<9``0)LA(Y&IA0lmZH{BU%vC(cZC!_6okQ!wK`=kNV_ z1Z8d(Dhi_P9;IZe2abZi~#xx%QtrV%~yfxOVeCI<{$sgWRxUWXlQVBFVSy@b($mS@xOFe)rBOx6?@_) zs8#|dmT-v&(pSifte|??VC9e?0OdPeWH(eWw&e07HMJ+}6T?(bX0;+!0KVp!hP=TF z?b11zYU=!(Y_v*KRC=LqW&g~kbXMzz+p_~r<)DpZXW#5Di_f>0;dcnYLo!g)0)ybG z7*`9N38vhX#G=*CLH5LSUKe@SUu-Oa`wPQOJfnJdf4#dB0kMn$%qQx_vo{2pl*$Q- z&LmeBAgXw*7~2Y3vBJYgE;A<=ZvF%QT%*#hXi0JaJ=&JLQ}g#y7V^=PuoG{M041Zq)+K%NH{p z{uI+F52!r5DGPiIn`ugHRip4G0fN5o({&0$COet$VSq*p-D-y* zcB8y#mDm?J1yb^dB5_H$>0J~>3Ak%Ge~*cNxHVhphypSN&WDlRl|{?SzlOXx7Jbh+ z(O#?%!s~72394mG_rfV{T~R%(7~0kjMc;Wyelm%uQk!S!x!4w-h%rL`v&qcci6z{hbZb8@7SI z@FP344e*AqSmKBv^qtoOtClRrkYPhHf%86M+DwJrxFRRV#{$I51jKyF{I&t&*I#{s zCwW%h@wb2Y2ItS7#<}ws@%{fr8-VY>`xa-gg6{Oegdfv)6M<= z35UGQw+Ma@7rK$j2(Wx`VX`aM_9~7+bqaIQc;V-xmHC`d69?C=aTzWeE!04h0Z<{Z zxTzm`{``3~ZrlVVygo3MW5V3tLH~in%x64#_7cr&m&2vW&IH>aGP4kTu{F$iu&V{V zkBir=*vI_`kD_Ur!lv21Y(k5Bx)XpradEmYLD`0S1d*nV8)H;UU##fsg_ezKp;GmR zsPIWG#KtFM-~Rm=Ja`CNw`q%@kT7)U)CKqa&4i#RpgAzw7j;V(!$Mq|*7F$&CfL3WO6hlwEuzmj01;{;m4o;b?eeU{qRTZ*t!vur%uO+VZ%&K#hmPHjE;yv#Hdl2FmW=TK7W<} z?6><+VD`1B08TbH?xKD;Hr@^GYueDIQ)kq#Q5g-&6vx~iHngZh7BqDhuHCq6`WX+d zZ->#1i=k$Caa5@E2?h@tie@cZVO+ZqQ)lpMWFYESuYg4>HlhFEk*E~ngyZ9FxG^gj zqZ@HCwkT{0D@1kjK)0^lv2pVb)UHz(VNQjxp}#Bc5PNu0^2F+X9>$BR>NlvFT5~@wg|w8h>2LXY&mSczNR;`WR@ID$%}(9skH}c@%z;+Q51`Nd!cFRcQJ0_ zbo0KC^Io9wr=hqu)yYUo1rI+VQ+cylvOWyQC-@+m=dN;EV#Tt7X~;%(b5?+<+8q;Z zu`hX91prnooNiU6+hQ`3kFv2z3L39CrJv#@>vp(ultS3ALCx6J?D@ZqU?tRz9j^b`Oc;^mzbe|(DFQs zIm;14R%i0rEufUMN*xO|^!*h=BL=LHCB;T+!`8JjKeZ zad}i9Uk&Almq$5{5`)X4(CKr|$jtUaPA(U~bxCGxa=uM~xPQ-1^y}TrRJP8_c!(L( zr{Lx1f52C-^Em0JnjRGY>Uf&>7=3&7#Kp^3uxIx!#3v?W!|LVObMTn?`}Qpxux_*U zo!|CDfOwrCB~Rg3yGmh9)1nwUauWXh(_gW6-Fg)Iy;Zl)#nlt>3GwDN6DLiEi?a*r z)cn*`D^Z@Yj)O-|pmUu7PR<~x7xIqbKImDaIL4DHt?oxaQ>8khQBgE3T@15k&%v|jFEM56G}NeB3!@@N8#A}C$9A~tT^$nzM9 zhUHX<)td`f>1s+{494}SKm*`mu7xnSlaq16WDx)oqJ40CmLzd7?#>Osbh1bRquPCH z@fU!ivDb;^a99%6i!4;E%$r~%@2eF*D0|np`>L7dS_;VCGStV!h4yI@ib4H)p+Sub zXj7>;pC67V>q-$sOW@7+^4J{_j3OTvq|OyWfZNA7F@Zp=0BcIkqhowfw`v(gjGe+w zq=m^lPFpN_E*qRbSt^+wS)Bk+w!s{-IXOeFPWl*kBOM7&0z(CATMiWyozZg&kx5}iZ?R()57xCOi=-4z zUl~N{OC~Ph=Ixc4KG-+f8|w!7Vo^^o6K$}Ho9KBm^v`!y#t(<8;_JPY@rQktaB#f8 zNgus8o1afMnzJhe&+{mub9uef_&w4n`&IphjPdjhPt%%o>J~My_rkQTKA6ria|adF zk`M%s2u8pVKiCG_;61<>h0dIJL3*Y;cVu7OydL`20pgX5=dpOnGMqYo1gke}L(IK9 zm^N)P{zy{zw;%t2VIw05=vKvS9ZLQC`}DuutaMbaPyt)FZO7c%vkar0HFGL1-?(G` ze&onLL`7RA+TZp=lKF0QI3AN7YG-X$>Rk*RIu@#cHf=^E3jOZ)X5sw)op;c%aZ`*O z6@lR35R9KN5w+{q!#nT32b-S_ef#xC-5Q@@9VdZeyPk0pD~(KXin(M(d7QWl$e5b9 zY->I@@5LK*YEcK<20CGIBR7-@55~B0V!c568R+)=->KZZ7T zGg3B+?B(iAn~}!?LX{x1N}>r&Yy;BqJdAP}1= zb<24E9^?3Z41SIUeoRG3P{v0Q5}@@*;xdQmY(T7NveX&+pRs_i&lN~z*}f&QHDp(P!g-p*c_~k{#@sG$*gnFSn^ZVn94>{Y zPfAef1`tQ`!B8118QwT`-4kQhS?PO|Hd$lJW?xL*>W40iLQrBP`-3>&!PM@CM^SAYBwKYa5BqehR%qx_nN z*#y6#g9l(n)Eqp|XN{TZsc77=A%6Jtk4R07!HmdAj2J!?XD?qff8V=%I~K24Xa4`T z9|FX{GdpiaGpCXhHaH5E;p zwZx~kLIf1Wn1%Aa{1F$eYAISsYE-YLQyw@u-V1dpeeXX=!j9bsQLDVol*J#=y9>7O z+K;YXyCNeq8*}C_MYlShh?(bO(yI~|`D1YN0PNUnd2#12T8=@Dy>Wh8peZ&wgKTR& z!Et?m58RsVkJFR>L@0xm|rwp;A?J>f9L~9-gQkT7=BZ+q7n#!^PCM zb}>{bA8vBEb&MM`3S$}-!N5kISg>p(lG1X}rBeq)G;^lJb;`GaSqxDQ6%E-E1tPK? zDn?MONI)ptox08?aF`G&f~d*RAX`$4gGJrl(4x$Hh~V7)_K!bd_rAkuTU}n_P_n2J z{2i1wDaPq-m~(ah*&tey-Ja)++0!ibM*uN zx?=nWPYVpU_>v*|VcHfOI?WG4I03Qbs8F&*e|Y!x$p^$VH>0<2ylo8e=f9bP4+#kg z*t~8PBF0VOd8T98l113H?;!T=+=3;`SL56K{wY8G_#lcNo6lZi z(uA?NeEk;o?%ax{%U9sU@uQeECmL6-TsFO0ZruH!(REMNZtl+y#?2^SjBI3&-NRgP ze7qZ(jR#qe8zpZsgnE38p0!5*_P@_QT_A3}Lz zL(6J`Xj;WaS)SruVe+}#xo>(s#1sgqH=N@*M#7l1$PAw%MOs!W+|mg@$3V{}t{ zR0y<(Y7;7yrdQVvSk$FBKHnUSSDQ-uRi)F9|ZcjqD|NRDY-1Z_KX#r^v+=+d>jX%#9*Ne-o&%mm6zXH)YhzcT)~uL|C5DQy^_;vp3Zv~8FV z7WD8mH7@o3icx&Ju{82Fl*X%V74X@XP~4tv!;;>fxHCug%pks249$v05O}38CzCT} z!DQd`HK}_yCKbkoh<9*l?0crUnAK%btdK)sNDvhJ6GJqE_pQ=k&IV*vNLJxG){sNS z(}1bP9#xCcG9$<)tDyJIgS`+%nfqX#FPV9 zSvu+b?z;9Wl>405=*5;&nAJraw?Cd92uDU5uXm~^nIW0Gda7_3hIqpZqgK0N>{>UB zTj!3+1Vu|e`=DcV07^tyZ3P0z5WV_(qtMASj!1pzLcQ&Q>(_$cN*kh%yhqu%eC?L` ze-4@8gmGg`E72#<)MxqM9~tQnF=q5AOqx6u*}0F+W7{@wz>pzBu=jvf>G^-cv328G zQ|;!?Y%esa=!P2AK1KacOJmb8g+g!vsIaCM5`j&V+e~CGPUReT>C_$z7cD~X-n}t- z>NM1?S{mWOezTHd+nScI`QUz71_$jJzgG6{APFzP%i-%_)IyHJs46 zY;nxux%RE&2oFy$^zPFalcr2V#gaDc9VzysP#UGeh2qOSRq%%c)$n37fy+ocF+_o) z#S(S>ltQNkuHqGv)$&5C8(>5WPxR>7%h+C9)U9lKXRqt$Vy@NGt<`XIb{IDGEsh&A zy(rHEv1N!mhBqNQoh#3?!gqM?Yr;%SX$sTcz(R0*d4Fqd`Vc@BCSvxfuiv=b0ny6EWuA~Q#MC= zr3(PjFh_!+GGgN9sYDlFPX;K*m*juKLaGC@#OZCFad|q~A3raR=VzH2+^9^Pjk!VW zQk#iD(RiYlNXAuVU|h~*9#wbBU_$P}j%48;;V%@0J_$WW9S6ONE!ft1X?D0KFME8mQWp6-cjZ!sYL zb^zPS5aSnzVFMRU%a*P2(_enZt-BA(U$(n%iM)8z1y<=tXwvL&o8U0gZgnt#y4= zF6oChmF;kAPAG1W5z2Eauv7Ks=>(JIeY~(Y!e&BDbv$HZ@Z7pYBFHn?x&LBHd z-x&enwTT~^sxh*IDYZ=nQIC!FK)B5rdCx3U&YZc?@G4pe&1;p0hy919c4LFeLFnAR z4SLk`!}8wl1a&8jXyRXp zuLANpzX-5mi(-vQ@;-|l{sNpcMv@!m%SjFwKuTbQ>#)Kpx4wY7|ik6S;` z6Z5-!P}+K6R%bGw0iLDT{v4qzqMYfP}>*FuR={2G;)2l=*+L zsU(h$_eHmA#mHv+BKOI2EM2wP1dA(9P1z8V$|;5!TJdfwpemrdH9NpKPP*0hG+y%7 z6^f#&tq|sSc0^pX>{()O{#KVCGLdXn8llzOSvE!4UIX#jw$ivYH_XJYs;I|}C>6rhCZ#Gl-bggPy)D@+hl_Hm z<%!N*u8lMd&o`APD3&wc`0UjsFt3Xzj!hsD;OAzp=4Pxlu*M&$WU;CXd1j3_#%}b+ z`1Kx`NHCnN+K8Kc$P&HLZmur^hX$fF8KN55`}X%ip_{jCc#=o7&v3{2b6)=dhL zA;PvKqiBUkkJ|jl#*-(l2*&Mk;K1hJa+&|lp|G2n1;MyK+Z{a!5UP}|n7@TRytp_^ zm}~$6hDoF2t-w+31k~3!Zb6`Fjak*N5C+!y7>SF65xcMi77)Z1b#ukoCPmSqWkZv< ztD{}p)~Fs*3{$3BVLIo|ok!uK_NJM-n2(W(T5z1?dHlTBn@jRG+?0gxS}dg5MY2&>_gtm0rg!lJYpjD96p2At=gb{OMGNf=`V=_#FX%?B4?1%zHou3%6>NZLSCUQ~BdpfXzEBf{y#OpZ&CCik@ zhrcUiTA7wC#rJ&n%zV$ulP7Zx9K`7H(=oWthbCPydrfIH{v-esrq0FCQ4`F@aCeqB zzSta$Q{y~Pvub6;#wX$EiL(d~2{c7ERCh9!*F}t2OiH#nlOjhcuarIYrO77f=+-ow z5?fS=4ZnlTECNtDOC*^KJj!~#Vh^+VJk?4RD9U?n)m|jf${E9vDiG!C(P@ma+omiCUp>S8L~ zh_T5IX2N|4-U7L{Rh_YQ&vCr@{0p>d-3CpXwnUA}<*=kD8SqB3v3xcm$tydWY)mRL zkVY0)CAc`^k~7V)DFV+ zr~p$?b@wn=G;Gkoe5Y^!_#@i4YKA>S9P#}QvhJ1snA61rjXy1cHnl>@`W>-#n7qVd zhE}?u?4^?RCf$ykktA^eD4JW|FX&$)02B*UaJB(Kf}vQVT2d(8Pi;eU2<|zQ%vnZG zi_OWI!uK#6B%j0UAlYn~BH!C;NTy;LauV^}xQRWH9hCD@^H3Fmx>vWyg{fljmd9D~ zoT}VyIb1BKi=0Vfg)+YwuQN9(IiGHFj!kUkVt%VfA^>tc@ivp-pSg&DxRUH}iw`Cf z0A)WEOPoY@IGIC$=*Nvad}I(x6A=9dQ8Eu6;($@3?9r?D2k6qpo~+O^MCe!jgd7q=V(s#HSI zf}d<+GQvM3i^%3Vt7c&VTYSO)PiW(dzP)>yp3BV})W8PH_MZ+_HpKu`lvU-;w1}?G z@Wi!9Kir)cM0OZxq_%D~1mgGRiYWz~&UT}kd7(i?Un8IIMTg+C?d70)k?OZBXVGI7 zy^v%kPzVqd{H)JVHi`0^W1<}JAj%GTt9)=E!V^7e6ved}+(-y!7pMCp#N$JJT*MLf zPVOeSyhhObCMf)?Jyi+7WpQbmH)>Z7!>MyuuyyAF0$&(zMSA12jlnRznfbdNA5|FV z$J^n`3|~Zc_B6rdCZ~FlwJGX%&*hwXvM$(wjtR1+RM!7Z%UJ@sz_7qMQos-ei1IG0 zuA)l#3lPO74It)M(a|sg-1+RXfK}@MCRdv0AuzO9p8(RIbCD`xvI_rNAy_lpyI^cH zM_w0#D*;rXs104VaM{7-Tv3l~nJA=u3c_y`_o&#$IbGaM2G=uwKlRYg<9E&Fb;;&; zJiEdZqsa~p5Rx5QplFTOv%KIx&=+AN0!$P8;9&tMv}LOYu3YuN?K`eGcHEC_@V5f7 zZ|fn3n7XPGKHoxCMW9g|fILnRd2N+CCUz)Ks3wjWly=dA8h?_vatfTIT-`X(-Sk7Y z92Ar=8%iK!WjLmH@IZ}ld(^2Mf=;z;I5{x@Q5{`Sv}kctd$4@j(x&Lb<*PUG!;gQ% z=&_S9v86r!dbF|ukwNu~;!ZT*Z&N7Jx!^NQ!B90q@-;R@u~MCzVh0~A2r#t`*9`C` zQ*$Lax?|HIPt5A%juJK}R4g50s?bRCzS$}-b(r}Ms^nt8U&eZQnHOjQ34BBO9m*iO zyA4B{`eMfj$=6V08c5^g&o);gxcK651lf=JCvPcj08JioF>8}<$M+PFD`ij8ZdyAJ z^zYjjF%Ob3aL6b`G;=Yjj?W0bPsmi{ITs_$78vFatGt$vi9=KfQ!dZ<&P-Pv8exYm zgIzI|jL67C0+l+@Z5ry2>LEo?-uFWctnUo9Koyv&yuQL}o^39J%|mUdTgC~E$~ofT z7;n>%X>>DJjBDwEvr~QXL|%C^HDv*bF`gpWXf9X*&;lvT!DayrnVTGMWN`)Hs8mpS z#sy>rpjZHiV!mbw>|}o=GZY}I8NO_EN(+>o(aMP?>*VvS*T^Pm%}e!Y7E9DM*5;@t zS!0?zVdn@RJeVhj?}L?n+)YoJSl(Agkj`I^YXcNR)c24&u)dcSrlZuo`1!sjBN_FGStxA@q+aUE6<4#mFFzSuw78z&~&xH$X}6YbB5A;}VqFLso}>n#Kx z$|EJozuK&p0m1x#DE3D9piY%CXxXL{YE>?YJ!EUD3N5hNJ<5iPzVD$+r;bR^%*KHO zhfF|lU4rA%r7JLg{CN2L2cSsNVz_+eDqg+$3WJA_!MJ9{aCKHNhPNw)7LHh2sIl`2n8_TK+bb`$4M3L@C^e3gY?r8adspTv0?cb;iC?1Qr6~ z3!bCW!d?)>6ndfWDKE21ZRtHVQg~k=Wm3n;*d!;{^>s$C#^LDRfZ$rk1#RkAMA`5_ z^sZ%x1TxmA1ZS1Rf2@kne9tFj+ZMQR0rI_j*LB0@t(IcivF|v#)NtW~RDWdIuN0(h zg~P~`|9Fi*|F6M?OsRHra$($`PBu8*6N8)D(7a)7R4W&ZE@Z&UTv0tgh0w@Tt^eyf zn9^AUXKiHiq{_1@+wk*^>Rs)NFSl5QCrWv~gLgl&!@D08L)GA-NL*6V*g-E6Ock@Z zq?e~TM=JzL?2U?o(%GtB;1a2nIlHh4< zk47HLJRm77`y^#^zO)t~iWORwx;2!#=tqF%`|vyIchhDl+wsF?YC)?_P2fzaz9ayV z9o>xi;sNJ#4nI#UQRgfhqQFp0*DyvtU)>D_oGFU~O+%`a6S*-E3}wGHQ49p%)cNi> z$@3e%&fVA#4Iq*s8V3tOvE6JhQvoMDDqg*M{SRq(za9U0Y}&9EliIjpO6%feFD{tbfuoZr zI#nrxc2yj?(2HR%<-?*L&REgg8C!;Unvzu)r`wF2>etZAq^app!PDWCfwD23ofd$3 zUER^M+J~5tpX>abzkQ)Xzek&P9nJmkzyBVk%T~Y#h3!zLOgR%ot)4B)C}~_lg&Jz2 zX6^cLwkwRTb$v0UF(>0V4p3i?EVqk&u{zLq|^{z|V%IJ>2l6>hl@47sdr1j2%Oqv7{?m?kpcXrRO2%oE)_u5B<81%d{#`NJ8n!V);3|zQ&tO^`P&qp!cLD!I;xoeX3n?Zn8Hw_R{!**IFAx_8PKA zGCxUg$?#lWr&k+Gn#cp0X^xK7d2$1g-IN>S^UdY(n4f=&=QVo0r;*C)&1``p8R8~S zv?U<=a;^mr_Cd*rV3Zh1K)f)C7l$uOn&(V8<&7f;EHCrle*P~UI{vW!tNV*?&+z4 zs97-tJ$m**y?XWV(MKPmL^xUB#%-85H3}8Oz0kd$znQQb2e@+bh2rdF8^U~xqf^(O zrV4eFX3eqx@JS3BF$n`2NS3Kty*Czjb;QLfKF07Z5R+t8Tv^iMFgzt7$}spwZpjOzM}ae(xJ?LmcI{N?hr6N?((AThd$$PnE7!0cYy~I}GjD z#Q;aOYSqlS>3H$#4a$`%gJr!u@WcLc_eixn!INb<}AK-qMyYA?Uu*RA3yN7nzyTyq`QZpWfRpdCR+=N`)U z2{s`;s$64OE}67|GFNt8f`Ia#AI$T?ly+`t*R~y|&6tZ|e_sq5*x$V0&;Ru^{DVRf z=xJ}NNe``G9NoJ1z?L2R(4l=tUNc9-=(5Pv#6DFDOhA`v8q-^)zG7$FnMUvmlX;+q z@R7w4KiAph7aJK(P?RTGafymUOy&QT7pXRwu3xH4|RC-+ZWq*ClYrCqiJ34$)%*2w)lw%xK24E$lE!HUWhGIvP7Wi>q zxS77sCPRoIm?a0Aln3AYEZOW>V>|RRjukmmCT>!0vnN_bdBU6WT}5NVMh038@ys|E zLxq!~Wxw#n(R@Js>90Ry|L!e_Ti+CaJKq$4IolO$Y27>xYw5g5dA`d-w;2A~+-ruJ#|3bvj^RBQFeY zS@(WP5Y)NjxT zVO~WrwXK+^7p_Ew5nzMRqDB}lU%!iQzWpQGb?S*ZZ9m2{%IDV`0*u6)PoRDi%fhxCK6~R1Tf0IpFeiF*SMB`Ft{+ z$E#&Vu&RxVMaj`6X01+j8~Qk+MfDKGC#IU~s$wQiF7Bqf(R8x;9zAMN22@zCCFNZrx`xY7)`z}x@SxYP{kJKEvc{;j_O;=eh>5Uij7-#V8o~~DCtuayGBw@a%WXbQgv=q5U(0QDP!W+OfMW7VUPQBIf<7CBW}LG z>4vwguLoL||H$+n$$s=0xsRWrcGc3@KavY+zBk!}2bBaT{|d#RDU?Hr_aP>(Pc<2j z96yWm7cQc7xr&$*y$DTOv_tF44yX`N9LG*yG9e?=Bj;jRgW`C#As8L2Ib*@{O-M-1 zM)w}Q(5Ost99FmvC$Z#}08#cvNl7iT*IP@Os>xYvOXEsp5VjBZ!?1=f=vc+xRAjyx zY2(5pcyb{~I%QE-U6|~Gxt$!*wwgD5Jze2ixDchKs_uB;(=vYO-?t}P)~}2f<%^(1 zurJP^zkt8}?Qdw=roFM#4Qb?tErUI=qOUiW^(JHFb$m>@E+>>F^|?R=ihNAxXbr{M z5dgShDaKF0cx9RgwhVB>!3cLuYU7SF{&py7D~9rZg-yYWSDVZ5eZ!1|mh@Mc(A_zK zXkDo|+ElVbl`uCfTfQ2}53|s^Wpi|@^e(D}JD_&G#yETNI{NnMgLxf_BC@>$x^(J< z&D(dAQMSVPX2p@ZK;bJ2boMcY91`YPLD~Yu)Ws^)AYimIP*e;eL2-Wz1CXb;xf$8MoFJ6#vLy=CRHQ+9$@;&k zKS>~z2}Nn5*CTx~vazH2ePj=QzNIWqa06ATuPJSuOy%^HMgE*8zNi#f6n2H*gLAR> z(W9oLF?%SjPwAWrqE~?YV*=;-)qYlB_TK~I79Z2NzWqF#>BOhzQ{f{5ET_ux2s?xL zDf8X9dwb!?{(l6-YSLEho8@t%g`8LY0zxvX|etq-px90x;ghPOMV-|sIp)+@6HKrF^ z3Bjg;-soJz9mPI=AHV-yAr$@SU9_m^U?z~UQ!Ncf>asAim=(19bPd_d21*+v^TLt3 zGzj;}sOEOGL;F@ukdgZgxp^W(VpPO9Ol;v`SXI+1UO0WpD#12o`Yd#- zZf6!xL9Ck2TZ>4BczMoEmJ27in3$TmU*>t$C>LPLjJ0di2Gv9DEaUnFU&KaRLEHMC z3JFqY!i&><2r@R~p`YBMC`OK*j=%hkQ}6P1d{XsO%q6p}U%x&=L&H(5SaD39I?a@f zlec?t0|LPk%5yF_RoQu=SVV%N$q3>?%;9yF13^G6fY31EEWFm14D>hG`|fOS)T*m4Jd(%whxiGq=eaABqwD9eYCDLy4NAY9XOPXTQb=j>&(rw z*e}(MG*p1&)z*^yO~MTzrsOlk>?Pb335etJZHJP~0>WuqZRS>)D#ocY%!cq$ffhqN zGNLFa54AeK(AmiXM9Zu8wgBQ+U%oL-kyIgj(xfT);)^eF{n};p@7EUt1`MQBi^b1B z|7%eE>8GD?^4MVv95~1nEWLg2KED0-4~UvM9ld+?!u&-`@ZI(<`G<8tq&m!v7zw$zfKa3A|H_DG;~CdTFxeCcpZQI$DDj>0;FEJ3%a>s zd@DC}s_l!R&Hb@I!iS5?9W5KxMdgYWFpB^GY?cXTx&Ed|aXu@~#Mq_I^!A}A^ZN1$eUl@JiLpe=ivRliUk z(G%m`P^D4@6yzQ>XxJ3~j=x9D0#)ttBRE+>(#OYnplzedc>3~7^Slv*`(t5OX9AaO zZ>lFL`(-J_%nQWX32w$Ko4&FHGFOEoZAA&(o*RT^y*#miuaS(ET~!QGplDT<5hK*~ zC1Z@1N7*XrB`>jJD%E$zlEMT=4tbD`_c>ZsZuDFa%5VZI0a4&s;DuJopI$F7|CJdw zOlZlCn;VnKttLR3pzB4drlSqRV%OPZ)!Imw^|bnn=kmIKzM~vBl0akr&^6I!EKhm* z@*pHH3&-F_?*A~)o0YdS*H_M#B&r#0*lD~@0>sPff-ruw4dWGiXv%-t3^2;3*ecQs zKK;GO5WNvJ)E9w6Y$$YS=*Q*)DFE~A6rZ;a5I3z`W14{{CM99t?p?Tb^A=`B%|Lug z22$hhV*1QEc=LtTC*_|VUwr-yGZNfKSe}&~s7UJNs zGx^VcyAJ{4omren{JpZsq;i+};|V9*E6TSA^FrWK_}5~h|7@rQs64ofy1T>Q^`l=N zFI%A!Mo)}Hj|RcGHz$D7&Ii3~7N_L#CIc!-Ff3upc1e=;s?SN)+7T=J`NGx70S?aY z=+?alrc9ZJk|j%^d)1E+GlvU^3(uPPzLe>nI6KLQ>_U=?EKeXo$*m%^mHpqxzR`Yo zwo%R4DR~Lj0!2BDWOGtz%0o_Yh3I5TN^?9S*z6eMg8Fsq;PUl*SiEvGnv-#!9aF^E z_tcq9Z3Ln^d16UVFVhn9?i>Qt>Og$CtrX%GmO!7n9%$dVDyo(8M3cr%v2D*Wbne^@ z6Pr6?NK+doPMwYQTlb+s^)fgn1*NctI>nwm& zeL^o|7fqONL$|s#+aG z8B;ZUNJA&A>f>fgt1a#6ZZdadDp1i1#o@^*6y4R`)K8q(MFI3Kh-l_$97ei!V&011 zQ<#fbpg>JPX!T05@{|R93bQE)uvQq3np7!ASq_!hIS$6@B734qJ9SyttT z^ze0ZxWtluMRjz?jVQA8jS5o=GJvc(VH5^g^=I458}Pdl8Gvy-*ZXt)$mq2>SZW|= zbtu$2R~5A%a<1!pyxCp`af?fFb9IE9-TU}7xG)ZkR!ESTsOnJiGYEtV>v~Ecy|gwE z<2L(Z{CZD}U*~}-n|v{8gAc~6bw{%q?(pV%kPR_#h#F9Nq0q_E>aQzfv>T3(cgNwk z3=pSHnt)zCdScC*HQ2auGj86vh8fc)pJ_YVXk@3Jo*U*saZ6o@C6 zg7EB0FrHiu!6GiC@bDu40D^x%KK$?c2QP?;yih>0zk1xk=p#=-JFp4c$Z-7J8o8%n{-5f0r zYc;G=IkPMRd^Y8u&Qr`=_P>Hs`f8skHY;13u7en4{GxEw34RBq%2dFr)vM8=U0clW z$<1vIU(fdw&>c50O0gXr?PZ)c>UKB2r7Jfwfik5j-&ZU#ZjOtwBg(5RFcgScL$QR)0wPe7Ek0D^ zDc(<}lupt4lToUQje4=j8*N$-5Ioh1FK4w(99D*kDFH?nsa6UbsUX($aY3%0$KO~i zQ9vg!RQ#nvm%iRz9`gw3TLy6+tgup0C9UNk6El>2PU3t>P;NFsPTlxkZw@zcvuc@e zb0&Xpvc9ZyHl&>;J3P;Ma)BG`1%G67#9s2lv1>LQzQ}8H)(uB5dE)q0ZydVdj>xTU zXc5Vcah?}CE$}sAIE5}uQbfHQlykX%ggp-Ld%FN})UY9#FnKDT<~_y2d9yHeW+Z0L zoQCgz{Mi8F@Q5+U%CB+wcsJ* zap}fw^Y_CC_xz6m#I0M`BZgr0{5hravtT^s$jjs8dK`>r&$#2hDuK%vL(s3U8v+9h zllj=AYSrSu0H6MU{A4()*ZB1@4Ldt0RIXeL!-jFfJ`Tg{FH2H}hGD@}Ph-?q$)*Nj z?_dW(Q%6i}EI$0WD4d*}Orv-mM~@ygeS&5D?@@ybhD<~~ktKbTB-O}H1cWMXsv;Bz z#@Z;GJrFnF3Zj;cQ0z;c>K@Ed6Ri-kF7-ApVg8@WU0*UihjLvdt`thNYosU6PjtlX zC>OF$*_*`TWb^XjqO!c7&(oTgZ|Xo!@92XiE7qIqcIwOpbgdV_1+ShYVPsdbo!anna~S4#cQZgCnXk&& zFE#`l2K9pD3FYR-0dDA5t1uRKlbja2vO<2;uJq2_Kul@lj@bF~i08jAfhJLvybU0# z*9uv@N`evijFV*vp0icC<{{;9GQlvFgh}a=nf#q(n^X9X0l#0Er3I!|!zzX2 zxN{S9#gQ?dnAXP8oUwt}g$jep<2mK*wBhM<0{_zhJjx3~?h{JvM+D#;KV)PPFmtIY zvU&b#1l>#zJjwOpeNP;{?12gE-7#&82cmZRV%lZ`;+1KXCPeonUZfM_+}}FMykx;# zY}mXNfBN&Ev0=?JEL*u6(eq~GUVJj*@7=`AS#wS4BOTv-^A)aNyNdfU5AgjTExTZL zX1d9~(2*Q>4>Ka8uxR0YtlzvHFJHXC@}-M#==lE($-H&zI>g*1`*_R=KoHD(#L1p* zjl7%?JSUjFc})Px48!G10f>$D!?kO^h>Uc_)F~dgdNmZUUWH)sVsE&)eu&@y{&(>8 z{RkB*6vN1oF1&U&ym(dy$BqYL!bBHrr98hiCxp`36Xk6mnBoI#)~-XRPMt7m(j=TZ zb;_jl4IVt$^ew4cttRSLt3X!Zj+FUI15+JAAIc{;+@I}2AQKY`HhIkxTDzftJx9#$ zlf>ZHmVqmfz33voDO3hQahHQ8W!Pz+2ldp5)d&~1}c|DaXX8M~LyO$*2 zufV9s)izX_5%(!ik4_50ssUseZQRIw-MHvvCzCCUU_9U7#Qkj@$xUaI?1KVjWtFI> z2Z3>QIGJJyvQ;o*eFJl>p;N8QDxu3_rZw5Qv4{ zT+yOME1Wug7CjX<(?WmK`CIXL^1O;=Ms;#SYi>w2!iu3+Z6{+Bm7_-0sMnD#wrp4( zYc^~{rw$!3p}D<@ZIql>xXjh*KA1*Ozd0+=q)aL}TkkKHrfVW6iNH%4Cu%~KywI5p z(4Nwm;Hoej1zP7{PsI)Dx6I(CrQa`$AY@%*rTYmKEswPTR*##(_qaY?J+WPIeu@v- zpUp%xs7czf34z9Yzhjt}k^EE1%g5aQ z-mNQoP)gsv8}p0j_@5nrp=92*eKRLsFZAx+2j?zc#`oWUhpCe%p>wCsm_0WdfBy52 z`Okj44*}xco7@Gnyzn?D08a^sPalyX=8~1<3MeVpI9@&vBQqu&drA<=_U6RkpHKpBV&7lLr*Y9N+zVn;+ck|8=^_;6=L&v!R}|Lk@dyxCHMlhGgR`n#hX zL9v*f14@=Dhp5@}@WY>ewA={J!ajnoEIaG{eg+t!y^OUpWS~{ChmZWHfh*;iHEnI=3 z0mOVem>6R=RlG@frQkG#!g%y>#^uO27L%utZALT%1Za;2Ovfjx&# zAvf<88Z~G@S?|p2;&1Y}XLs>I<#107Z$>a*CGWK=LCYpd*{%3Xg4@)#E~b~zt^0|X zG;KC|)^sr7y`jG|nwGaGIap)n#gUU2QL~gQmUMT)%HFP6*257|9ULjO2{d!8nvWLK z=6oQii7CoNCP#|W?^2g2f7uy{3*<$1<#iMz^uhgk-lmDZ8k)%@U@`oX{GRe!TaFpY zZLv)ii4{0nKSW}Ok81fXICudxi0JF!oN9UR!6Zvd8-w{ zATx_>oz`Zi&13yQ`8c@IkdbFD_2Y8`OxMDdy*zLz!VeqA_>kCmW5Ik6%$ehjQzwEr z=lzkAOu$a1l+Fi4HJ?gL(^}v)=Qw!L3uD(?wGyXnwLH;lCtFQjY zfT0cn;!U!+jE64B<`4WNHz*$v1&jnlj=aZ|Q@qv4dqOFgqsc+WmBI;}Mux`cKYhl9 z{Wt(m@&fUg@**Q65J^dXm^PiD#03%`AIP273CEVZlGOzm@3O)vWUKl#_#+f6`~fPJ z@I{Z#Z4eq3ZUAxioOu{AVg#k87jn6%b5}}+%DE8EU0uP|iqQ+e?h#}SWG)JUk*)6$ z7n#*zZjNfqf_>Y z`sgcl~ab;iiX4oF<8%|W#wOLLUs>pV?$Yqcn_yw&c;(NbWK z)O`cE1XnTN>Fr%Hqn(ra&Ep8N@zHAcz~6=Ev6Jj>KEF>~w4bpb%HyoUC90YDbdA5M zl{mAV3x9h(&UwIdOIs3vam}4@dZI60ujfXxliw?iES<{eXlYYOL1nx|ojhc0q(Y zsTtD#4Iut@Scd@d)(wCD_?*1S9>{!1HkEE8WArCuB)DV~;0Tfe!>0tpr%!YnY8rT_ zq%Apj3NrneDZgj@nxgHoe&Q8NTt$E;CakI`ffjqAMFQyQCCf*7XxY%YeCeOxiWs|#Z1s5z11+VbUD zKIjz;-OpalMZnt>IRzvE6@0v$AV7JTB0Cu$Q{6r-ZdH3xbsAOQz7^?3R>Q^7(h*b0 z&}2V7If*iDshlKaavMwI>%G)qVs+g*W+-J=vk^ zCl#?|>2g%BRUZ|7-!C;AHrS=H`tu_M|V^k2fOdhV>#MHjklN*d1E>XfOF~E}SRv1wFVsBjGO6wtW8N1i#>P4!G0`2_e9qISrI4GWot2Y_ zpc)%%L(iVYOttE7zWD)}xi8S7UL~BENY=NO%t8{ByLJL4@CGuE+9e8O<=Rc=+)kZ2 zhfXzRi{qr^f|M;yz$h?$OvWP{RAgIK()Pk<+saxJjxtz)Cl*)`Yo-M)d8CCXfYRSz zYzQ;GS|+t}#@UJTMylkO6*^*u*dAqC8o^M^FmsjIA^*e@q9x#zT95Q3={XKkdFTe<{9wa2ANu$PC)yp2AZQ^fDhN$)rPd9|%C7-KJ z>C^-_g0w3cx(C6_9noZ$*JrpPd%3*h3a+MvCU}Wm=C0vfS?OmOcj{tZcLJiaLS(9t zR2IuLjukm(IPTB&#w@boBjbIHlgXs-akH=*gh?9vlZm=uMh6$O*+sT@!t}OIR057h z4b1N3Vq$M)U(|1<-#KfQ(oUVQd$b=O^Ey925rP*lIoI-n35X$hluLEOk&({1M3BrD zNOFE>WO9QfLrh5~Sj&b;K#ceW5IszZutFF2I3wd4>Fp&aoZCr;c*tUi3U)rYe-D;V z?}dX)`(fYW{{OLYU`ao$j_Ql!M-Sqs{Pv;09sm1Lz!0<2+>oB?MGzDaQXY!&5eT!n z3+n#`z-S&PgA_16eHxBj-XlRK(F@hK(rx^*sS)v7+8KmU?! zG80W2mc!94ZpgaH9i3pDam$9M_XCi}nLQ5>Q?$4bpBh&{BzYpn1Uh1?W)ZB6+og6X`@F4)lDgNszL zjRg)AAHx8Xm#9B4WtzZIo>L?H$o$M>90bN>GstZ8d_E_cV3@kp4T%d~jD1mdD+OAA zcd!n=-cz0DNM=h`E3d7b0sF`JVNp*lZckHD=;(N{+fb-B;_i`t=ve6k46R!jHzU=< z#sYW~OSjw`xf}{RQAw{nzUPUtZj{qj&+9+@;ajw9QXl&x{BdAh2;7UmhpN@QpXARBpl{FaSk|pLKHn08n=?F6uL@=I ztIy2ey7m}=5e0*-xXpdtyaDZ|olBO%_jp<8@3~=!6Gz z9C&S1_(77G%!*70QQU%|La|oXi{)fVUf_a~JnzeTyP;1VJ9B$rv=>f}cf+-5dJi%{0{067c-|(?jSIZyx5y-K`eE-HPb}xT zUf30c86(^=Wr`PW-7bkYZ_47c*A?*Md1*>#&NUH&ydY#|+mN2Y%_@zo_Ms)2k6iJ^ z=(V1hV6s@eFnTos@!Um6Jj`@La+(v)Q&X#_N`a5!v(G+5Vrr(zH%^xcEdDEgfs$YZni(3kRd+e+*QLBLEHTp`Nr~PVGQ<`2>(@rZhM!`>L`Nj2dm=T1yMBgleK2K) zCz{o@nH<|jB|kKQ+Os=3V?lR!OlaYVh20#D?0GK71lgTfl@jo;M=4b>j0;Jzc?3H- zTjWs`C>lqK1(a$H@Y(iC#$Klojnh*CFrAFy-fVBnj-=2JV?*?&H01&%BS|CZh&>1p zQ@9{gxG;@eCJ?5`t|b{KP?XKfutYsBFr}1UMi8fLf3>YVzCTh2-yW!8?19QgQR@Mf zvifpISv=iT2A3lPux*$Z=5&=U)Q#WQ0WIrQ#EelMpOnKVpH#tz@4t%@9`Bget|dy9!}RG^b)3hK^T-fAv1-jabAS8x z9dLJdL)Y5gI6B4^jX&|lq9rR3y=VoRRSU)`GFnwpS2dl9tv%7OK|_LJA5<^viwUh= z$^6`nd{u#r#l3v6afm;TPYS~Q`7&Dw{K@jfq>T;Gm4IlExViQQ7IcRE#oDZoJKp3B!?n&HpC zyYlx^MRx_?^L-Yo3YTILRn;aCd7F7nlX)GV2I0{YZc_0!M2vAp#j3^d&in6>MZb$C zO&oClKAG>!vbcXQ2q#YXV)JHCL`6Ac?>;X)$>)$^J3##Hc)JdZA(Ew~yAb$14It){73L5KHL?kG>D>L&9#XdO z?+P(UCz#2jmQA@JMwyXL_Q=;rLa3LHJa9QVT=co2{67~k8D)Gt8PR@c96IDcHc8Oo zdn6@s0r2*~0WVIxT8K-`#Ma$M(7jU$ z1Kh|I1M;0Dl*t5$bV^J0R2CCVB@jK~yCF zB=^WvRC7 zDuv<3ba&j2^u~_C&bU0)(>R0_9IZNsvYD!R)R~FiC?Dj6?!EdVBs3IlI&?*cPTkO; zK?Brp&=|93&qbeJJrL|s1U31d-Me=~^XAQsH@{=&?qti3xIQ}s!&>-ZU=v>)9Y;yJ zQBEwy_XXp2ls9^O`Z0zzC}z?nkBs+4-@1*qgbMtx-wVve>tnnd*xqq)lH0>@5MRbh+QMB zVi2-n{?ZnJ*ExMfi19$HW~U^*z*0Ha#!ks|k*zUvjSq4j5KwaijY%jc$A&QkM41x` z;%VP|?;Ug|8y!7H!x=Lp-LZt{v38v&u3rnlt5;%;luk;^Atf8_8&|=xF>YjTekS87Z;ijH$5=2?KX~u=C{LL;x04HwjCQBo zQ+7kR@p>u@N47$FHN^~N&rLU%Rm=2tzQc#&RoXqInk(5(gl-SIig`@e>81W zAGIq4U_)OgZU+9wex^_&-HvKhlz(r4=miT+9H$DFWas3XtRYwX574Bn0~YnN91M#) z7ek0wQ7l`&3eTTEN8Q?Wu%VwLF3bo*$126qy;@O9c$>)~zcSs+R3OrIj_%@u1EU0F z0VbPg(xl0lGI=uE*CZINDvdYWC@sl^EgP=BuVN^z7(+Qo-fmrI}tw< zDI-Z>sdl8=z~p?-;3h7|$oB1SaBz6{7eMs){|Fm4`r+QaKs<=! zZ;Bxh(?lh!Q%7U|OJ}j$O84(ncEr(SySsBbPg((5cf7WQY!kjVq3mr#=1w z5P$sfM|}O=_xS4jKjQ0uG5+1({@M6v&o6jPO|5=A{`Fx2qHKt+$RxYVCfm!&Ai$9Q zWu;r7mmwC&@i5iR0AdyaEh~$%GKGwaEKgvVlt?*~Kvos+f(H*AaX*F%A#hnX4OPgH^1mE9*Ao1NES-K z6tgqV3mbvTp9|K9i^mmrXBMZ-b2j%=D5=%tTpm!v1__4NkVIAw5X&>I1uQ$GKrxx% zC_AKS$WG=dIW9+!Is@hrERT=%M9Vs5aP-tAoIZaIjX#wmLm=skdZitp?r~cOyP;iG z7ep^yYJRhoYd52AiQ-t;#nGfGZXD=gdZ#q3Ums(~jYn8m7y?7War0gr_8vZs3MB(D zj?7a9UpEf&GES5(4NIF!LSEiJs9wDW{JoqF5c)X0hvIhju(z{=W3i7-OVYX({4l(c zlex}A8ai_`@xkul9_Zbr4Sx9PzwqPVfDWx16F`IU#r6t#wY37Tb4hMKL3mDv`C@Yk zvPS|AuY(w(s%L96FP`$l=2n8U>RlG18KrO+IA1B}VhR6VQ6LhqAZ=5OFBoX>af z`k+zcVyIlXD5_R1iZx`B&z|$QdK!Y@Yk&~78(`86j93n@m zd7Mm=uhXPThHhT-_pU`*`k zisjuToq|o?u93pacy5$K3%YsW_rLr7FMz1(Gm>RuTPi1}hW69jD_+hM_viYVoL|Mb z6{PCPmM9R?FogifBCbc;jQ3H+Lsee>@tOdFrlc1akQNug@%}710VvJIcoZJObCIkT z<5T*XYWk%va>iq_4Rwu^?9)h6U@<{aL*Qt!9E(M2(F(X_uo%*$K;gyBQDr1XFyMLMzyUI&?Xb6ZfW3ng z_Uzqj-cuC6GA4Vfwd zPo|-q>;SxYR>IiNvq&052-2vY9xIhE%Z8(ud%CNEW!L9m-$=oPR&^x8F7@{g`iy<07`nf7v6sKa){+?B!V&kl$vxQ_iY(5X9}@|xHLBqpC78ozn4PFS~9{7 z-1OE^4Q%y8W^8~-EO_`(ERnx?k~h|_^}xCfoC6u5NY5#S2b9RS?t366(HHTl+%zAR zM0Q?TB&CJm?gMY!<4EG;@kzeeecIdD5NGhcr)}}Y7Z# z8`63<1Nt`w1~mWAjebp#*{=zZ?b9I71E;Bbfz` zib>=ICA$+Srl;^R0$T<_QnnKTrjgQ_0y_d?stcK+3z;EzbdE%VV?u&6CADr9$m(ru zFACeq%;3b#2*9(lxL#!f|G+&st)&1-~XVDGMITO$A`$Gh|W6e=QT z3qNc5uQo<`t`+YVJI@;tjf$ap*^jVxpg*q7E`iw{oiM#kF`S?5VVndeuv}?z1lVkX z!6tsrls1moI?w^vA_?YXUysNjbsow^J`&-K-VJ=vqge%vY3Yubd46O?WSImeT_00j zn(X)TGH^q@oALj2VNW!-m1#-5s@S)kae? z!Tpq3_{sP(Id?K+{rNl_wyg2Otck8S7e!zw~+kGgP35aBf)3^F!>{>F!lc(*FOh8ObcFG6D{J`vdKuqpQ!0Jy> z9MIxFH~9V!`?bZfe*=iBdj0o@(((RX4)g!bp>pwmfBe^f@jdyzZ|fmIymHx#)W105 z;wfDyb9I|Y@Jdxm5`i(3fS4ur$06`DGMP*-T~e6vyd<8zD2d!Wg25v)3(AnJ$NprZ+|jpl z0g>IQ%bNmvRUt(Sy&&*fRgl$$NEsQg$X<32_dLLVaqRWtI^ z6iHEDGhUwp=aRrs-gnEf6JUxq&u(vLimg`k`w$<${~mhPay0!)1~v3RgZd4zm$JF< zfFY87+|8}3m3~2VP&P5j(h|`Q$EbFYj?!&cEa75VtA0~ zgfwoxkDdf0?^!tR+#@i@aAQyi*b_?GM}bJ?-?N_t;2s|zGu|1Oui5bYB>^#;vYMN? zGON-lf78+lh?#-h#QiyEImh|;xVQlH=bkLQzIyQ#%N8%hvK1@w`tvXHpZV{PjI>l-xOfqN{>xtt z@SQnz9FdVxxOnB7`TOga&#`*t3M^i{6tCV`rNiE~Lx6bgs^mg(JP;rzIwCef5duzp z%#}N)Wiu4}6W|rdYB5Oxrsa7in<6Vzs$N>Udpp9X0gy|W)HG}V$=E}bd44nzQ zj>Z9#B*saWn3EfX$4>}UIRv>3f>sXMo8(La&u@#$)q5a;3tx*(br4@}A{!vM$=0X_ zO)9e`dAVb_C&n~$!l4LHT%78Is1B}})!7|aqhuo_cyghd0uLOL%yPIWuvdn9fo8&z zaIEa-gR#w>Oou+D%w_R!vOOvoTF=Q-S+5PHF}P(oCFLIc=}&*cs8OSheRJmsem~v&R2Pn|u`6(w`*%U24 z^~0>W3o&WROth>*2ESD2FQ5>(2IJnm5cI205G(J6nH|aCml6~R?&=n3LXQOa1Vbxt zT0!gnc(#`EZb1NgH3-1mIZ>E9cOII2;*T=k?;|Y87fY8~&YL|4j$v>!d2VG3w2IiS z?eB?&-Q39515GW(p4~d(&DTHR=KW-}s8xzg+hULU9h3(7gqzcgEhQ`UDZ<$`V)H-&P#gu78Bs2M#7dKuH6+1hr?}Kyz~g zjh#9|GmfnxAs(S4#P`bK(Uz#MlBp6`a?%iJ-Zz&CZfAEs>c$IM-!n0K%&=IjYKGFi@) zNv4XnuPN>@MmEHA=g2NN=@YoPPM(sN`R!ter;i`P^qDhp0u2U0pXZ@lr}pUEe=z>?^M4`n!5xg7I2or;p2XD2laZK`ip2}( zW7X=lIJ9pMrp=s-pWZ@`w`D_APA0*SKp4y4?15NZ0bs>(*C+TX22pHL!^9)%zPS~c zY4EgxfUoyXxrB)b>T5djD7mTB0 z+|Z&)18WlSXw;|)3jO|lI61q*W~1DjF$4AM)x&}w-uP@=IVe*`Y<%57Ps|q}ZVEC* zWjl9hg-6fc;LN2vXi+oV0QAev)bYzfqGApe>&dx7cBnoqy079G z>c_110Sc{AyrRicAt1)>cEs(wMU7orW}Ix3MBvX`eik>>G=iFdO>wXa^LoO~RWXK{ z89`XJ(hK9pIpN4LPtH4kJbgx4pG!&4&G*q`0cr@}SL((KkEu#_?(s#-0dAPFCxGBb z0Nkc_qhy8a{SmR;7lWg{Fr1st)Gfh?+#QaY+k^8RDL!P1UIrA$t#iZRg+)>5%vnzE zhpvcEv?oJ!d+Px4-mR+`KYjw%uiwC3eH1QVxq`?U)9~3hf5f+6yu|2n6Y)6jS^l&C z_v63*_E#h)#AEiXC`8Ynk3aq8zp!q_A{;(>*8KhO!TlIBZXA{^TZV_3x%lf}{)8@F zy5gJfzB7M+n~nk-;=_j)E4&|Xk9+ZUh#_0NA8Utu_lqGRK|tn8V00mHQYup(r;!mF z`yhX30pUXfhHhpPe8BgJ=WQGnLNWm|Ba?qm697684Eb2ToVM5^0W?Y8XekOkhfE^X z)3C+o&r9JMWpr*DCG_rK0-Rb)s&}+ER`hl?CA(&Ibi|wv_NGzL#8#9tbsTVMy1+~E zd6v^ffzYxS-i-3YysmDTNy(}PLm7NORh(9gqJ}_G*(ADEu>djA+p}#Zb7W2@7wjA5 zfw`UaInIb^s^&y4CX=Ra`1`0?t1fQezJpn_=b?WiA6%T^fZp|eF@MP#?AW;zO`A4F zsnTW9Z@?gY_4POC-+v&SixfhaPm7uAFOr+X8#hT!EW#2#;jocVP`mA zP|hnOX!Bri%@D$<0LRbOK{-TsiXGQx+FwoW#%L z@4wJ0>!r*TRmxWON_;do#d-Efn$OLXfGEjqu|$g@nr?oFtU0C)S57+>Q&3h_ZVrFP zCt-N94?oIWuwL z>Mis5>C?y2wObdgUb_~LpS>m^{uw>Hcf(h2VK+Vj;`JN81U2r`l*jP|J+Z`l0>%f$ z5gTVukaIG-vThT2o0RH?^YGg z_&)Xq3^TJRu`|Ug1*)uIN_F)dX!vws%C|T1C*L^oNw--k8_T6Kz_zMijxY zNxd3a-qQ((Bgj&_6vdrc{&=;i1g^{s#F%D|roF5hYCT`;M>a}UTRs&13D7lb)xyUg zet@9hVAGdH$MI9=(W0ua>4metp98iIbTXd&{iAJ|N}y2nZdLKlTp5Z}1dE%IK6ta) z%4!jdm*YxaX4w$cfm5DiOCk&0_?sJ;Oy5<@f&89AuP95o&i z5Vi3pOMOaxaJ~r?pKy-6cu@*3UzFu2XNr!9`H3M47!}c=kQ!y8#K#9<<3@K(pYDdJ zD0hORyQ#)BXO1)1vQ?RB9>?$q7gTCshgxl%P_MHK>T?rl(wl%d)EWIEy%D*i9J-AQ zLaRZZn6xq2#2$`c>xBvH$PPEEJ*kgzsPvutF$x_$=8kPUoDdo1fH7m;vA>|&&07M9 z<3^9d!NW(*|95O&YozY1S&{hctMBm5n`am|VG8n|y)b`&`SKaou3m*bdk^4?FRhlP z1;>r6moR(I9Q;5)+`M)<4jwyg9zQ6FJbgNrEM1D!j2tq`AJMgIcYOQZ_vY_!(_t9m zO+Tb(65t4QvLD`yv%}rE;$(|IA1*L7J(}lGIdF56H(VJ? z%05xEDW&(RLQd*I4ylq1%~fu;95UA^^XbVGg>IF`>sMv*>{&P;=k-hTG3Dq|Q+<(~ zq!?LmC|34q9ygoErN{(JaNT=i#0YzASnozw=!!jiym0=U4VP|&pw}ojbQ(l9ek=qV z&xB#+5nn9W?TUrF-T8liEZXIdsC7PAzCQqKj|O1nK_AT9>5YjStubb`8wSoVhC%}d z*kR!!4{YD*jO{z#J{#h(!}~Fe>~P7FCFb`2gE(wlw+0bo#v)?W2-B4N$DjW3HUI3m ze&r&fX3gUJ{|%3`(@a~^sHjMcBEx*~;sw^NUV(^+(U>}A5|*r3`@eah--g535N`<( z-H=2;yH7B@9a{u<9uy-W3KWYYo)T9hCc)l-am$s#tA$&uZemZtNA5ZTGyfY;qQz6K-}nj%0JziaAAD!%a5h5#}`vc)># zIDPpJzWU~S^zPXc&B{CQbE;xe#6Xk}QyDM^92o77i7j2wq+vZ=yLKJZX3j?aa;})m z>(;TRH<~qRf({MKqoU6{=-HzuzWC}7+z8WAGS~-$>f2*v6MLMT=!0Y9WwZ4}qso4m zHD^A0_wI*&^|*O15SSAbd7X1t$%{`lz)i@+eG>Rh`W^vLV3mg^3!iofl$@`@`U5y$sz^K?+GRBMyPs9G6D3gS2QH)Uu0&<=_$tyv% z7sCIO^{4ol!Xue!egw}jup16}o&|_vie`{i3OwV<0tKoG8U#Ycs48$@VK@TAhXl#^ zgyLj|#gWM8>Uqgzo)0s;DU%fV>dwh%Pk!dCwV^YYD790Umy?(_S=Mxl_fswXMc1KGx%R8%Ef!*VE;U;Tj z-zZO$Qye>wuO%R6tDD~vu}%ev2UAj(GX0^~_VYluZr$+BcYngQ>o?J%LkH~KxeKk^ zv@^B&VrRRdN0V?IJ9P=){qQ5Y_Zf^?WL*N+*!dbZf`&UmL!IWhc~CB%9dCz5pZHMOS?N__<$Y+*KhfIr=w9N zAM70NZS0;iJ2)e%qXOma(XD$=GnbMc=Ac94DwN~SWZ|AjCZK1pkaLS0nIyB)9hcF*O+!gwO7bjA`v3S^e05cj|fH*dP(&K)1leFC=Xf-0Yxb5VeL_>vDst#-%o zW%lSd_d|4>{tgNyrZ8&%#V|rj4*}FQue=8?#jtY1l0!w&wItqh>0c3O_u=Z0_(+Ly`L^h>O4zckUI#tvf}@7+s7f zF;+QkqPF3r&?`6i=A6 zIKcE8Q3i(orkFzoMVsfWQ|w_0(>7IJ?U4kIneCjgqPH7X^zk6@x?)jxS1jq}hHH_O z-mCqwzP|@Lwr_(MufN2})8|mHegh009)aqWN}FO7F=TRG>IGxR-XnPV*;fRrZkR_I zt8g3DW|ZS2alQvZLSZTb4G+pn7wj13j8;{g(Y&&o@vNKHn`E_5$X*|l(Y~aNRh8?C z;eM$6NmbOXTMuQ+mc!0nyK#^kbpxJ9*UlYLrIat~lp_;tR2OAKZ5ZF&(Zoico36@1 z!Falk@^fP_9z+MCX6VQ8^!7)!a>0CWPaKF)lP6~+Qo?7f2*sXJHZ-nVo%19EYc}mc zhg$xoQjtsmsxG4-bJZsl7|NTRv`}E^$c=~qxy+Lrij}vlAotV--01k7796i6wAy&RMaq1jcOM5+F0PxG@tXsLW1TcA0s~BloetDeiFi@UMV) zn1GmRGF6%oxCDy-p~3gh>DLCwwr%+h5dY0#oGRD3+Yt~IW^?;qVcg`nA8!Ge*quP} zPAq{ihEm#qr9hLDGC?*%rQ|8DkTQmVD5prweS+vcO6$9n-2z5}sJzuNl;iQrSRwGr zE-6sdXBsayK~na^WI0&UezhfLayQT6#7s%`!UM9y7*6sS0%BYOftZUSC5Drc5=A-9 z0z<_aT3IOmCYI0g5);4(Ua|@5apM8ya|M2Bi^-137SB!gF};dqlPi$HD%+*}<;P0d z+gJj3<^-6uK~+)NG0YoVhgw76w1xL?&GxsP3d=&!yRIvm)v17rrGnt)?F$zd7qqER zn2Vj#Zne#%(ABHtk0!M%qDO646IA_tEmXXRp}41Ex-O#^y~P zIC0X(O`LP%Q5ilz(8Mw(CVCPO{Y=5+Gj~d0)JhMN!#rW52S%-MLZO6&a@63Z_yQlC zIp^~WAS#!6=f(}#)1e7sdo;uS9xeW3BZlvPpld7a-MkS${04~s@(>_iy&_pbIr_k! zEUXBDuP6bL_sQz4q5nIY$6`1kA0#+ax;m5faY(`v4Ap&1BSAYj!7x772@hiU8nHw( zikV$q6IviBFcjd)#;7nINoaWv1&GOM1Xu#1*lJ>u0=~&G(tPs#8a(8tNnmsie!>vDwn5u8FqMfvbQOk`j`yuv4X z>WwW!y-c=D^YVpJH~4p0*T>G-##HR}Mx-~+O`_ae9*jeyT(D(;JsFgo5I%^X%S}N5 zL10niCbdURATUT;3Ml0;QZWiSE(GA}6}@*jKc{XbG-=TW!-tRH8hnidhfknZDQ7e) zLsqk3g$V;|*Qq;3jvPgn^ad-|Y{Y;jzNSCP*(pAFurLH)?I?>~!`#uKWdl5Y`5LcY zzd?g)Ww^NnVRCC1R4?H|0CmOnC{+a4HBe8MK)l)K0cepY9?W*e-I;d$KQ}J2$5a*MUBusap*2h~*#lG}R2ZoW*HVN7 z=Z}V%qD(hZDG$@c0Ld;XVY9NxP9FsukV_*FsujS~yb}2AjTm7#)~w}5wv|jfmvbgt zrM-NOv`#gE$jw%p@B=@Bp(~Cb=RAAjXOad4vN^db?x2!jZodFxCgeRc%NGaoMgC+TVK{np7nBjFfaV7e9$?>|Jve;u;D3A^*td@~ISGGzi&N+R z|9uD$FJ0nfO|(L6?o;B*%Pi;0JxXMaSOS$i%nGF`$SzTNue)S|F|n#_#GO2utR~6L z$dr3`2!8xqf+P!{tN+K|vqv2Nults>C7&TC5F{n16BMpPASL)pE+;8yJ4N1WG9gvo z=7ddt=uO7zM)|I=AP&AJ<|d!F(hJFR2`q~!bykF#kwb=)W8xN-(&vxGl(w4(k$Egu znj2Y&LPM4)tRo0dHk3dbpSz-u7xs?wG0quN&yPbkMtPGZ>F$zks=eij@xG>m+mm&a zs+6m8zF0L0)f>c;+bYT++4p*L5bhF?do>Cq)98WLjcZ|H4=zH501=#(@iMc$E7~=y zjc)B*U}$5W<5Ds{{#}_K0z(123Q~x1$@ckba|xs_3&q{JA$XqO!t>c09}KJgJIsh$ zVET>{@aK)hrcXV$UjFCN?pnVN*c)8l6|G+^A3N3|U^*-b^^5w>$ z(pmn-L9@DNF|=#h1aH3h5?_AxHL6xDi6IS~(X4SJY}v5~9lQ3$gtk5=Zu4$*2m#Uw z1L`|qPXsp^)s~#+YFMrSQC?+**(mN%Lw3X*)38ffK;EXX!>wtQ!(_i!nKW(!O9_5U z34V${T&(VUZpb)F;LCJHdNzN*EIuzoHfB9WK+4dDY&rF0+m?+{rTw#VD1*~|`8XLL z0V_5p5SK0nVdoBSZW@lbaf2YoxuvF2O5b~!>c@FZfH;8h%EZ;u>J5RV_=n`immnUuZuu}Kp;>+NRFU#Z2=e$^V%NRiX z4U^u^Lx6bkBH2eG<%kK!rZnNOq_IFz_Chj4{!R8k$>6&LygRqZBspSY6 z)SSoMI&zv1S+c+@OI zDM{9;_`@?3-O;j6Ib69Fhuo*H(Uu^zo#*iRHf7I{rSkIyypqR~_5#qo5q{`cHy9lo zRlta5o`{R~K^_5ZMGrePZ&VkDjvmL9DN|tYJx&F zZJXolx$~G4y%_zP1R`dx51wrZ#MPNLT%PXBb8ti15DzqM-U^*McY)2z4Yk7^v3RMK z)_38`4fJRjitCX+=v zx+`u?{}{Jt79|*R10-0QoM*~r*%-wl6~wL3o9x}(9Ig`Nu2K?T=DfJT4dN0vjSFPZ zx2>=*#mg#XSpEyK#2f-*mRKDDPgyG`PWT}*(hbw6yAl*tu*BbZo>i+;4boKM{lNo* zZ$=>Uc>no}5;$|lAM@vvEyh_k!&J)e?Cel((wvh7N%OpCW%wRJICRN|A&cEGh$>_# zS#r}p4k#3#PzFE#REt!*6fR#0GG6BYhcy#^JN`q*FAPz|9XOHh6PRw@D~cO;i{RFM zjiTn(1Zfkn?%gShd$%a5Z|atSNT5^wLluY>AS%sIlhVp+;lkh~O(HPHDK_zbG2V(f zQXU&%bTo`pF^9MLzPDv_B#=r*D+EY(!q^9z;0ngouI*`@D@yT8raX@m5UbuIB};NV zpTp-p=#A`xsY}Q-2#$}}mVk;*2q4w>Xs$YKfw<_{tcbmHpROBt^_C9Fs+^` zdLP45m-!=RmNz=p_QjIb+qoe;M4MJEv8Jz^VVkle4sGOwpuk}G*!%e3ch;cZd7sHp7Ajywli6vGE?&FACg&`PJEQpi3At53(YZ37KKd_ zVCQkJ&auaxNIP7c`Y~?qE&`>SCUM@$+#-f3P)wo9P)wpaLMk0JF)V+It9QWA>|x^WVE7}=bd=wbj--e<8y z4SA9UiVw&h69tA3D3>X><9I6v%$>VrqW3w;DX*;*KC(?o@OXbF#$yA!I5lm>{pSm924bw6}>t6ex;)8D|A$sVdB@ zALwDKN$(x$g&jjZuxq$Cj*j=o;jzkHwi!oCL=#6Gi10AsJpx1nR{2BkcO%N*G|K(#8BQ7Nc6mi6Xq z`5tQqc=FZ*tNOZQbsxSLADhwI9gVUoVUqH59FzH|9n`8M-V84J!GO!6qU5 z$x96A-5u>eu}AY7VQAL81=g)!hyHzg6a3yqX+H<_tl@yWvwVyVwoWNK0-@F3!RGui zPD~8MOS0dT`7%+E;Vt$;>}+m)`I1=dP|`V0Qh9n|#Ll(jwIC~7CdZe44@zHEwdQ7Z ze+K8_G&`g&;P1}gD3kA(G{=RHac*+loo~!DKa8Q|@$9 z5*0?0A8uUtM%Qj+gnzd=)M!-{g>K#UC;cR1=J?>!<$&K9;#+)JfT)lJNnaIo;NWdy zvO;6zG|5lJ<1m%5DUk(;_X&viGzf@di2_39Atz8G>-DlL%Gsg`nMBqo<|q~^@QmYo zB*hW*$nN4|9dY+|Q39nsA0y)%5g7ITVqk3r{^sHG7EBd(M;xr!&YT|_tKlliRixe>pq;x!c{v0Jsl|juq z^^unK7!xN=L%ov4F}MNQa2I!6oa&8}WWAM3`XN3w8=rsuJ$m-+gOLr3qFu%J5g9ed zyiaCUHXQ7VqjZT7)cmv(B3g*8aTAyoiY_%A(X@PVY#gKwhs=4IVkx;vlI^K|fI!gn zMad5%GL^9@mo-dL2g*!IW7!_>&E)1go62A==Lf+rHcDWs)}{G?$@fVhqqJ%$a-NYf zCLPy2Q5vZSGO`F-83bdMqD%KQb4Z(N5;s$;2&@;?iOf4z-yc=GQKcJ!n{3sJY?qeI$Gd*$PlHYHD_!b`m#LJf{3)CesPL2}`5aU(lnt&)zu+r}m#quao z1!$IJCPTbsu|GV1aP~8kT8ZcDB22MuxUJ;T!*T$wi)c_1F=5hT+z(Iu%h>A5I4`D4Xo z$#x%d9;%{EhJt)o2jSVKk~lHR5969UV18FO0v9LrU@y~WWc@%-Ol#|A3d?3Lu^QT& z0uKU30Um)%v5Zk2oUwhVI~gJujsZa{4_g0MAh({YvRrzdsi?gu5Pci@p;w;)rr$~P zsy4(#Q!W#r&FjftW9Isybu}Lh8xdh@5O%1+YegAe&`nOxnqTBI?)T^m zdpC5cRt#l*KR~eS?@-qEF*-D_js874pl%rzn<$FTRSTnCs}?wR`U*ykn~GAU%Hq|l z*ZAX~enkB`b+M^mF;iVftx=T|F7};m?5@0CrsB9#^IVLrP(Ua^Q|}o8q?$-+D8wdd zAvZ{Zq?qLWNN#A9$?9n%Z@WC}0#M~SCoSZhl5>V2YIbsgh7K#n-?JFz&U41fRnFM8%LUi32Vm|ZKiD~choL8DJkbKg z*cf~BS&}D;C6k0cd)^82=G$`;+F=@H)S9)u9{m zDnq3V6%}{LS?Q1XXm1l>ytF5G_Kwb`TD6)@4Qps`GD#jTB*@NJW`*MXEH)=OEU=qJ zKwR6;2~SpAF^|fmP%yJtVj4%5Y=i4m{)+5#wGI1**`rUVrugRDAI$Y`)~qSE4RPmr zP;T-4vzL2g_fTi_?$XNq{jWa*P3qUeh`R3*PzW3ZX942V4XQ+~GFs}vEXEpOSgJ~G zU7YTV!A-r;w0gKA2 zSSJAe2am$&@srW2dH|)l8#WDeHw7#nuO?%R_Qa%?#nHZ+8)^jp9(Af!M$V%=ynOvR zYS*k~LWOi53N^~xpsXGRyDQgQ)q-@c-X_#WplJFoukhjKBvXNxVUFrjs9580OZUnhDJbtX&iy=6DI~={H1)|iacIX`8g&8{nQRu=2H_}#~ zM7ldCvX9AB`3(@?&O?BBo`Cp(fOww(s1c(faOAB3CSD$4vcp6DD&mwy?l9~+B zJVwSUM~!5BQi?Mru@kObcfz_2c9>33oJiI~r=Or*3wMev?V zaGm3ZRDxjYeA%DKAQt){cey}CP0T|L+k3Ra5BoWRC5cU80fLV*S;XK90=XZr^2bWb z;CWpXN2gGnAe@=xjXSdm29(?aLS>BuP@`rYvagz$-NDf?LWTY)w^~e8&YENmeg_kbzA_Xe zTLqB4O~dt@chII?JJ@|#2yI(7N1s0Z(Y%ri&Px<>@XxfYt6b*|7W9B&E_KadiIwzl@JWuD}2~xtHG_u4Tf|RnIl>V7WU=(vad(j6=mV0745Nv^wv} zo~_u%H=mU^&Xprq0x)Aw2wD$xK_6brY1;x&=*ksI9RZ>n&R+0+>losjH?NWR^eGBX z>5DHu|D_tqzd9a0dW<)JS4sPi-+zZkk8@41`Ty;am63*h`}W~pOzbb8{p9f@eE&y_ zJ^ZJSAO83~e>AJCS;4WzFhoy_Aqo)XR8g3WIA#^7)Jw!X|fY?*G`ah=8l_?Z$lI~3K->J zF}6v*m*wnHydv3UD#4CYd;fvrn7_adqauo9;-uodFNVm^CwRsy%jOoD;w}R0erIH# zBg;DzfaIf`mnXcDvdznsyU!qKS#=fzO{(9F_AVyGMor}n^P?1$bk3%{ReWOH`~Xa8 z?QGgx_NnWP*7Yl*S=9h+803quc9t_OPF0NHMx@O&*7tGx5byo25W@Z4QM0TK^Sikl zx%^^d7|u`eMaSBKh!{Bn_3PJ%o0}WjwQJAseII)dokowkz61){UKm`Eigu z7t{8D;GL@2Ne$i?pqjqQ1TfhNH42!XN`5_<$9W)tB*?_im&2t1>?}|;Qd>4c{{L=d zF;gl`UTVV%38(_ecm=ETeUr8lMCDlFNayeS_&l%Ag%D()C2QyJo_fp&nWuemhH`!F z7#p@u@yCI=emJ)>0JpaXagLDXT@1y`n<2=%%+2qjAD&za#G?zGA7==NmrCHyu0V|H z>WF&;OJ%z#4l!FXvKjnM^1<;CUpsMY0D4XKLc75p7)K>h=*A6SEK_8|4=fk zkFyFU%$haJOqBm$9IBYD$|K2XS?2!P(#S|mvXT6&IUui^hCwRvBFr~WGfKsim4 zFd<$(JS2*xIeTi$OK zA-2c*4Ne#{)((><*#Hbd^S!JzAFk2=`Tihq7JaII4c#yWcSUM4g4GYuod)#WelMxVR`4k4RRkGGWWy*(ru{8uQ zH-uOY9D;ck!7H0=QvX-_qCi!R{(T%jfRi&>Y*`;n@92k(LxQlfzs_{9GM^zPLQ zH}583{KRQ!*tj`?`lRWfvUQ*%UTq>M5R{eLC~vu(Lz463ft5C2>WzPBI5l$Q80^};FaI9!^2IZpIdcYoBq*Iae$4d3 z-MMoozqbXle}8=b<|Vpx>cRz@Wg1(3_2uUnFkk@AoV$p~DHHj5k(f1m4({BG#rNNT zk0XZ)wzj>O{on*w;a|xu9(FW+a2;vBiiCh>QiHa>G=;?9E zaDid0**nj3*!pFeEDrhMKOw*j$#3 zEX=S*IT4hxqV%{Q|MD}g-ikw=ivGp}d~Ccgj!y8y;D*ls0Ep%NieO*^CtRONfL&(8 zn=Rp3(bEYX+jl@(_EVfZa|t!dc%xSxSCk6!MB$G=Mz(R^nU$Kc}8@-QL8ws?g z2nJ<1K}QvWWEa)YX9i`3Y9tQNR8i*DPRKMy(KCVuD0y3rXDZe>+5y6P;Phcnz z)q4mOmAWXlDQAjhN2H?Q^TZT&O_UC(-%dqvGX%_w`F)p$@I3rY)IjPYUN2=Htq8zl z{-y%S#Awcqg{s{c$j|gZ>}-;OS!98#t}~aiez7ub{CKVTo&@}DgS@bCoD0&kD8o6= z6&j|93Wb5GFs%S_&i?Y4cc3(y^mIYbNggP4;w&d@GI#MLJDfagRlE7`0OHqQe~lI` zTKvPrTC`|U{$Kz5$DW;=v2N3Pj2|}^J9qCf6|R@9-iUQ;R%7%Lu<$mr;r;0mja(v#fCtVKu}9i(CU54Q4TeoSA%+akki!7}`aDK9$h%^+h* zobQFr{fePYxp%O8ga=+yl8YVX5IEBoc^W47baP35A8!n6P!u()eTuW^FPV)zyhJ$a z)~koG@KX5lt8dJ_m^67R9334|xpHMJU%CVx+qFjHCe3&r+flDZCF6K`v$YgdCsIS~ zOUzK7c9Y6TX>Qe^lnv0b{TXjC!A{N)HKmWE{JlN12x8{g@o%n3Swcp(oNQ~ULUSas z6_P_`LEuZ$ZT|n0c`GoKXF72Ke^WkJbr#i8P;6e{rr+?)WIrtE?!iq>wopoU{>G_d zul)UV&QCX#=Jm4?XbH&Nq%;y2co>JyT?2?p8}v1s$s;O+=bK96(zHN~?PCwqx$mKu z<@nOr#G3?EJV(V#XwG%F1c0tZ#Up&4^&|Bnd@@-Wx zRyFwKc~(}6oxKUs|0?` z93KzK+=F|iLY zddxWUJIPjEvqp8)FYAa_Ro&61c_TEfUIJSN%OmcM$W9)pU%NUQHEE8nwY+d&89A#1 zaAu+_V&-~r@l!%?D~VuG81Q6<5|5(S8AKBfO#;AhEV*&@Xdb!*rs0bkih z@^s5qs@AKjjINNUk&QVg=J_K>K*_(U4Z;^YD{|ASh?iT-8z8rSUmG`#U@~6bU&zg$ za#{J~79c9pzzXJ%o$ZG?16|3Oeev=YW%*-&Gd}yQBwju*ffLsQF=JN=EId*U)3=7B zUPng(A}3{%>gg51k^cvPs3RvQ2SfRzv~SOH_aa;uU9Xv*f{26i|Jr)!4DyVyiEoJwm^p zT`*wS7|Q9-v2Mj;%$>i4U=_#r+KUV4&S31g3AldqHa2fuk6!%;nb#E@zXGBqnI%J2 zSX0B2%(4q|(UIL10Al<-GDLx53>jRKH?mSWX$XiJ1jH1@1(F@AdzmD(k;G(!|0@Xo z0)}LXVu-pm&*AeG!c$N%Lc6bQkuj9erp6+{@IFB^mXbTx0JoSTfmEf)l3k31R;e)s zXDg^&)wtyl+OyZ58$@wTo$iR0Yh7`BKN%pwE`6~lLCj|CPKU<)f7tsA;5f2$YZP^p zQ4A%ORAMwUw3(TinVDI(C0Sr*W@csvfl;z8GeaAidwOPidf=RYy|s3#x;^KtmsfZoLSy`Do*Iw&Ghp7!Hc40tGOha;z7n0L9CPs0G^6OS=Al|Nw!cUuu;Lkfs zxKYeZ07*qsYO%K&t4QVv}xx%ZCdd6{1X4JsE#fkJKw3lBH3iru<(L%w|Z zP`!F}lqpljutFanAGB=Q(rioi%@z%+;_iZ?!0Fm}zpfnSk?pF>;p=4t3d%|4eE+=j zOS~n>zgt_vJXbi981n8WZ^L%~fE$oyRPY z(l?ODGtd;Cc)dccT@|Lp@AJF5f4V4$pX0VDsh=$lHSJH;n?^QZwKz}-x3SH+n5IPH z>ou`F7e(-ftnjO~WeA4ld2Wkw(F#Pybjfb227;sPvsskUS!CSVR1mjk%l;TeFxGhw z<-!$;1q1w%Oi;gaHG(9BYT>Md^D-7!GGei2S0o0egkmVaH-gOc%O>u~bKs~OZr)a< z6fs2Ge+Uqrw?F^+&$*BO|1l#b_5A7k$9*~b31aq~9( z?eD)kF?Md-j!6?IVd>H(*t}&6<=IUfBzybehaa$=EKR*tdU0~8n(>4Cce#RCy_uc2 zH!q))fzCIRFooOCyk;@cUE4NO%Fah(LZXo{uU@^xVoKuF)LGa_7W?7ruW{=5QDaj~ zOiU!Or6Duz5*d<}x~1EiRV%Rnkk!vc?NR5=nS&&Le#Oewc>m!8P8>aKels<7Ha75o zeSA~c&FM2d`L_rvPP-h3oGB)R=C(Y>yqIpw@j<{57-sUlD;!t3s$b(uev^`gEb;*X z@eUbcb`Do zQ4PiztRE6#SX|@s{+Qj>-vHo~#WAMdVp?J(t|U6ptXdK5I&ho|$P+ZE-w3Pw`k_z# zVB<_#uxJU&mMx2BUj`wivp?FF`5ZA(QF!<6y&1jx^u>dRk8nNfHdF zmaMx*1!M2HFzg-^f*m6r*gP~4EBg6iMPFYm?d6R{-90(Hu&lQ)U$bF(ADel7VGmC% z=;mSGpViSFDIGj8ud6RoI(nJ5s>%gdyr{+$KA+Ok-Mkjpila3@!^bn)`C=;1=h!Bm z7~PnPpqUrOH1R_7vaT3b-_tyw(A*o7TKHme3mYc4^yBl~&o}ZQd-udRzOT=WY2tw~ z+{S3WH;V6RkyK61@l+3!TKHf@8*dC6?2Uv3J4sRircd)XmAB*hxZenW)b8Me2AynZ z+})0<%{-Ck&@p#p-{oYy<&J|#{QliG#Q&<>-~ax1Gd{jKd#L>U^B?fy9?R?Oy#1n(ATrdCKcnrdYoMGoAKwfh zo(@Dd8R88B%uNG`WNpe$k#mIOwrqj7?8v%7nL|J{V0gu508x*{7Vq%=`wt0-WQL0Q zQrZ7|1UY$^onUz9BQP|;DElIrp;)1qq<-5OW+TUpvIr!*1$@p>oGa;Wl+D~%vO`lC zf&h5^w!(!xOsO)fkgco9!&VOV6|%>x1VlMvl#i{xE!X%z_U`e)k_EiLhWlcCA1|y( z^2fq>e+=)-ZLNvI+{o zWt$FYQtUI7D;~{7*t$^q^&g0;5qYq@zk?UJCyGV{VhB}An>MZCO9oesfL5$1C0PkK zb0OE`eW{``s9LEUiUt=#QAb|H#Z5Qcx}1I$WupC1yKn*6z1@+&U?D7BwhSjuo;JOt z8#HW;pa1j=-n{*QB1KD}ZTn6rU5wi*W<%{#zUW%r3)4FUA--b}#<#MgM=c+WY3_%a z{4enx>;|-FcC;b6i$7AjsL2;cS34I2yJ^#^f*Iq;)E4#%#H>!froDr@3ohVT*wbP9 z(9G@OZ>o+jCD1PK<4?e}bNFN3KnKI6|>;NGLW94ae3Ik=Q;e z5{VrG(7n35i4@o~HUhiGknxWpP>%~S@ugdb*g5=+3fMo!fjy%Fad=`l4)T32 zj=-f$5m>f42z?S97%-FPZBYz{&Iv`HgGW7b0nrtQj{Wxo#Q&<>YqG%Cx!wByPq~@E z>{BX-PF7FgQGm56;7Yb-rQX?1c)?Aw!)sS4Lj{Ne!rXC_fOwsNcv}t@0-_ui0!6XI zdt`pM$qt>Y&!r-rzPW>14mB=WA(;Bj2dS{^VVb( zUA!^4mK#Pk^uolJHcV>ei;2xG782LW3salBqHd9V7&~r)Ifm*b@@1(gjA`U<92PaI zRK!nz`YV3rn%kvgd&=O?FuRKf65G0BF7Ib|a6!k41yR3NRkUl<3N0!-klNXY;Ny=u za~ELyu03eeuo3~q7kkG9VDk`vQ_C^6lOKlVgd++w#GN z0p4V*!Th`p)yqU+#E9XjTCEx!J_TX(D1gaRreV?I#VA>_Bx;l^jEQZ-(W`DCYFDp} zY86YNe3T~!G!Dmxp<%c(Gt`W%+0l5gtQ;OLD@(~AO%M#kY68`bRC#d=^ZiKE;3|8L zp2y;5YB=8uqwEYZRdf;wn#ZTc;Oq4zpklmFmlehH6(wd*j2J82q@c9Dd$W z2|sKpL#Z8Qiut}<8G{#;)sp#=)+*5Z?S|5Lx4J0at%|~uUjA4=IM{sl?W!2_JtM=H zN16JQuT&6tDff+P;_=R4ym-xRyoki}XAvCX`05S6^EwKmqR6&?(?-RQ{VN!mJt!8Gr8vCIEMtPJ8hRU9iT$Vf*I}|9Y4~zwhuDE>F1s5|5n$l%ziEt^S zkO9NrJk#8U3QjzE!U_IZBLs&I2VuZKPh48-ha*D^k|o-WZBNGe^ciwa1Rx{ch6@v2 zu(+Em8rLe1UHgw?+@u+lW(AQx%@>(unXM{%W5n2A0j$1%+f z7bg|Msj&sHuAc{%_x3hma#vXr-MtYRP!P3CsO3Q*&P@x(jg$~0(_bm>P+>ny)JHm+ z7imd6Sy~iJdIw-oU3c`ZAA~mb%3^Sn5S*VHU`zn2wb-k=E26?fF?;rG3?Dw+I4M7T z^F3O(XpDqb1@LrHsL6#E3pzB`j+@C2JYEoj_p4*@-G-tBk7xoxG=AP$8NcqSf?M;7 zp=lXc1i9xy&+2Ztni^xWUljghHTPFaW4HmZ=S#wIDL#Z!*B@u5hLe4Tn3kmqUs5j^ z*=bcYL*S#>%oj^Td2dw!x9V8x^+*%yq>LdGAg}+wya>TD7B82^;Qh*2yk8ZK17vW@ zQJ1;nIYCoS9z_SJAh5RclA!t^H$uSVrW17U8mF3Ukzu9^dQztVTuD*}l9idH-&Ji( z<-u#{vB^>2&U5mTuRo23S`(N!L@w@9Gn)?CFl?b66IO>}%DPC5Sr&vmd-oSa_8kwh z3{M<6VRha6A3*%?c{6}`)?sXHvbV{@EYQiKe02s|-z1RTAdp?ZruG2*49AVDWP4eZ z)7cyZH#t#Mp;%RC1dQ?y8xJ!9Q8q*cWg9TeWrzYo6K^Q5vIfCUU}b!W#rc0^=otAOX=TVaC@~!c1W~ro@??G0K;= z!Q{TGFUONWoH!MXAw$R>cl+VWR1b3zzFHAWhN9YsRv`kl5>SYTJk!Y?JW;QBA@r*0 zj-%t%X-;v1cAT5yXYzl?HsR|N6h~)Oa#4z!;^tJx?@EFjRMSu1(}xRq+~)e@`b>YM zcJ#!MI)yN>aWFbIse&H$LrrrlWw*#l@Ji`{D~p=k=C^B#b9=$)P{j))M^C`(uil~G zz~QFb;M2u1_;zh9=5{EA4xOy{!9V@^PpDC+0fvs6j4w+^8oS!HWU?l)A%e!6712nK zcOa=vLG#}(&amS81RU?l$bQ&b5wp7mA+~T)v}n~9-oAG9uBGPkDr#ZH9-6Ql0?gZ$ zk@#k9407g0V19Q88khFOr=NU+K(BmQ+)GZAAiQ2~dG1&C^~3lUK3Ld;^JI1i!Amw= zRURkka43gc>5u}$M+CWtvhgm7zQljVaVCy zK#oj9rlFe6s3WT^T__o1C`K*|#+VgB7`4oSA@gm>vvXHoPFzl2uG$BV`2PNBz*%2p{yjzHO}hp3PnhmrBuu8AG0UZOHn+;E-XX8@6M*}5lK z6X;aLHl6cMLqO=P_O0P;i*S{%XHrtDkIQWWp}PK&Ru(>ZO5MIUN_w2X-l?#wW=5;aV&Z_j52*%bc>sw zfI7w9aW#>OU>?DflK1VJqBu7_9Ag_5z{Do`$*!ZZYGCL;#S*Kk&Z@p%WWXWjJ+}g% zo7X@6TbOL1Pf#%L=crZ8 z4U=2hOwkK@`xOeLR4# z^~X`*x#Aa9eMk5AdF=0R3!x&>b>Yoxgx|jxY8ax5#O^;Ij?pVZF>Ylj#;yv%$R!Rk z#C-+10=sYmy8Wklng8eZUvqPY-DKa+1w_foTrf20dc2p1SAckf4Dm{a7c$eyCi(b| zJkJ8nEV4y;q&Z1$T(`jP##IGdTO<1_Cypi$Uz2B9f!8V$p%gunA5B)OSVM*QNX{xv zPxe8{_M4KphB?jdnxYbr*u794eL_QIc5zsYY4) z%oTno`;P3CVuu_#0R&%FW^!P}NH3gPN(mn4g*&qX$SMf*lwG%Z0bQEpg0tfa;0)#N z$&p|1J|E6cq#7bnTI~qbK9g)>E+5YlD-?(lJQMhv1jEc31Y1gG1ti~`#S2PRpA+3p ze4PpyWX<$3Ok{XtKg?dZ!knL-yZ51MEeEb8+Kuf?`y)`knIzy<=t{70K-8{Q2?K|W zLy@8-O^=p$WRHru6SG>{+lIE4z0tmsD|QUy|DGRfdM>AS@IYb*ALC73+S3=c3g<(K zl4Z^Bs_IVHj%~5HyC=S0t1y}vve9r1XcUIjIg9blcR!+MpFtSin2Lf6#O;&-E&yQ! z`UrHX9fF>Hhok?X;pp2S7<0M@{}UkQ{p?e8XjT(_+toHf>mR>o_b!Ca&8wh$y>P4; z5Q4440yhcK{-8aQ831>3dWQTQIyW%79d`|QOMYJ_8;;4A3*$Xd@~Hu^i;9D%+6sz zj({k8p1@H~mCSSxq+fP3!>~l9@kt7c;StbOvdhR|0ixKS05Q`OS$dpFxvIhUjAxm0 zS_NaZZ4Jd5s-B^WdW!cSs&=OXBS(4T)Cy0e&)|3F@HglAB4=>`?k=W8qV&C%)vSewDY0Tr897H)6h7*%{fzJsxg;cW%jH)cH_{jAG{V=&n zUd(Lkf-%i}OkWoDVNqalHi7fjETzynkP+{XW)=M~V)$@$@6;Yc8h8_Q$Rdlope1E+ zwdyr-@#00CJaY-n>sB<`JCf8Yg(mi;qPNAPg3zvcU394xgfo)^C?yrV9)u4B&XxWA z(4$K`<52qLum6hX^{Qaq00)|vb4R|oBUI??g_#?TqAG%a=Gal_Zd_KRs9|kw@{f${_eDT?57}~(gIABz}QqCF0 zj!Gsg4)nm-U@YmQ9xnpLFoLD3@bEnFoIK=l(yWhp=uE4-<^=G*}O zTgidQTF+~O3#lcSdCp8fmcqDlB?3by1fb7M2PUiyMck%n<6y~i_=qPjFtPv+N#_3n z#Q(lG0pjU1a-6su5EN6BQ$=h~Im8+Qy6cp-moK_-xSElE*&UZIx*>xgshnng##Fc= zfI3Tg$#$5d>N8@2SID{)E<^b(AarK3$o6Q(9&*B|z^kdfXtf_us@-+&i>bK7VHKa1 zq$W_2Et)t)N^CL8Ov-9yu80u|5HDpE#HI8Cyf1(>GDI;$r;N73arl4567TW}dYKrCOi0hO!PK#7f*R4z#RS9;eS|;N;oMs8v1^ z7p4c{+RPvvnGj+c>9=TD1K<7OFL?F#8`EvDSs549E#``tfC5;&c&V9}3RzMpQO?{b zWX+C1pBk<>H8p|&rQm2TVsoM}xlIrPJoBSus2heh^vCc9?#A9IX{ZA6%RWa_WQa>~H;Su~qSC76CXrIl!0!RJlj#e0TV{Crij0DYtKL zlC3-#4e{hoI{K8+s+!$q<7uagC&N2=bggO9}FjE9Gr39QqIB zGXKx*zy4-9Rk-S9s|mOzT@4eX^p!18@qh|(QOew<3xy0Ard=ZFa9k2Frcn+m9EVI% zGD4v`#tW>_ncDHOiJL8LgqZ zh}u8XSxrEx*Z5mbnSI5uL=VfeOhA;aFoTcNIn+te8K39`M|r2sbACtj_58&EQw4eF zz5>P$d4;SpJ&UrNpSyY2axy*KO#oD0?7RTO{G6bslrrVg$|I}`?B-1VS6)a0$LnN? zssw!_$(NtyLZQN^WP@UtSt(pF$nw;TUe#9a@dDOs%0GUF_f>t zrb>=7be_pW&DWKpXJz$7;^oR%6K`0rY#>@zp~M}k=3B}w4kK7cm>~B74Fb`$K@HTb zQ4O7|`4}0SGba>##)hF`cG~aif8o0gch79DPg9dt|@ZC zIkJH&TPYk@W`>!*Ihh1-nJ;p94m6b0u8xY27ewR!_HaCU8f7~5sr=WQS0(Vx*QIzp zgrUbEKMb7ZK-`9K#BYwkw2cwSbMlnURJ+OMBszS8`u~5ND*tV70>m=}#2YsY;VM~{ zVTS}HQ^}fOBRQ*9qv>e`Kmwxdhq5IK5HFrDg!AXf#4fo&-SM&seqwQwx4IW&v|<^p zU~2)ObLhDMPBuu%ay6p5t6t2M$pS>#^m6olzONq884Am}V##_Fa+AA%x>pLH0Yw6$ zz)j#M=ZR#s{*Ti7oQ@R%ph9xQ60hI#GG1u`rK)b9J@1c+lYOXa$l9)oMN%H~``5Ui zDx7=wP7ogN2}jmUN_#Rn^%1^FkQ1N@}K%Jl>}ZhWz}uNN9OtdF-JzQ?(=>*&_(OY9%X_h$+S zOln6%E;*y}gc(p=h z!lKE7!mwjxFxi$eNeJ4!u;nq92Ug?5y5iV0G=wtNPDUDQn3{^|s`S?#f`=+x>+>pF zv9Z4!R`<+L_Dp~#NIvC4q0b2%ReX2<=s+?tf6Qp>i>Ewh&k1x&`8zo|*Z|?)(Ls2! z*m4}HkniMHJ~%s-ph`e}CL17GtHObP+*%HQ-dP^kXT_j<4NpvKXT!`+0Z1StPU@t9 zaes_#?9Kn=gKfiPvXH~X@`@|uM{$J$MCG+>n*wL`nb|!$m;kSE8v zWAnGKlBJ3nW*b2CG!7TzbfHw1J@KjnuL8*p7@Og}a0hnB|RD0CO~@W&{Q{a-diDt{6CQ z7``kPX!<4purUfRmqr*cy&UIbid2XJ%K4!9KY4XClcNyV#)d^b$bb_a#sjOAL^a}4 zFPE-W`1{RyvDfj%`hk@11So~42xMfli|-hK7WJ!A;@85^Mm)C!p=Sb@B~eD|uOH}- zF-?6iptc)^HQ?f!5QgtJPxDSrCqgHetEbQ)UKv3Iwp#A0V zzFJuX-}1XhCWT{QeQzG$aI+oLA6wx%0<&d>aePWBMmF(5D#12qUbqRT5;)%zJLIvG zWR}fP|6$LVU{feqfGoSBJk*M7R2jG@1k7i9Bky-wcvvZ*Tp@i-@H4&}>#LUD)xire4*W~JRZcS)&mfBy5I@b`~$m;dkF z9z3{j8tyo6f8#d)ZEDohE>J{?2hCoowrxdd#U{y^;tKpQ=0p&!=b*d2f z)VfqdU~IKAB}?IFu4Q_faf8y_>g8;K;MFSxHG$t11#Y_y$>6S$1(Hpw=xp|FZ=Abm!}NH6?AYmP?2cAT1utAoFN8}1NbW<% zYL2Pge!K?(NEKJet`m8TD2Z<+`%pUa;^I*2O#^lUsuX{+K_6U8jl z7(_9>06wrF$64cMI z9)Y2p8v-|7%-M6Ik=Vu^qw0NuaZNptOy)DCg*&=bcERLkF1VR$IcU^3MWFa(iDYOj zexw{eF*O2Jq6?r-33q}Q=fW&yctm4N zY(fCqG^of$=MG-H`5Mg|*23-)fn;L}Y%WaZ7mSA0N@GUKLiFf82t^z&nA6pcog+hV zDvn@HmMCWSV4;deL=u4QXi>W~x^?e`MpcVY0tZsIl7*7Zshgtyw`6>^BCZJa&1d2n z75gXvc2*uz{N|fgvB;VmYuNFYVL?W^tHzJuf4tJJ}h6l7{6Co{P*3gup7$P zY*$kd;hF-SIZUwxF)V_@wX0sZEHESpUN~D2=T7J6b6!x2O(dA96xUS&qNF9kP{G{- zN&%V*$0}%5k8darQJy&kb8{%LTc5L}xy4Fv=dx3$*IF@(*G!lW0harr!m)}=R7|1* zwgrUNAPXc28c-zIi7~29qMGk3EJp<(#1IWrBuL6ztzm471iR~Gisvr)AU?s4?K{1V z-O&PhdA12=WUjK6rmrLzPUE(dyeR?2=w!p=|1sc5$w&}W*)5e7Q};N@=F5`{89SmF zpGx3oai~V%L$XPEmv1Kd7+_TYk;ej5$!8-~c~KMOBt_HXTySkhAv|AXL+dhmuzc-y zbN()+Uq$^g-iFx-1OPRwfErrm|AV@{}F(_1Yo^43j9MvuBgFE|YDO$4qgCJjSvsno@9FP*!q3rnT`g zdC&`b_+v^-6?pK*%=UhmJH!u5mk06M3BjJ-VK{x7=O`-%Z(bHdT8?TVmO;v{Vo2B) zi^*%lk>~IZPDrwdtGsxQ>Mo@fAPw^|MBgwfBg$m5~g9%vQ>EX>J_El zE%fc(8%K|y!uE~pFg+m!J9h2DqbJsWs)Ek0ojVB{*Ud5b>#x7y^vUBmeDoOp{L5d= z^D9@c;^6-M1clr9!_QXXhdXz2@Rwizf)~%8VEgv%xc}ghd0l-`PH}Nqxneo`_38DW z0*EKhQ0h`L3kWl1XOq3nfQAnNg>w0tH!hwpfb*yG;ry8bID0Ceai%ETMkT_OBm8?U zMFI_3m7F0t@>1v80rgoGm{sgymb}sm)V@j3BQQGS7%iFZWA4Q))oVpT;U;Y_w??7` zd+|w+_gddJ;dAuYO?=5GK?;k(!mJWp1*jcl7aJYI65C_Yg()#H;w z(5;%M0Z#>MZyFYi1LH$+X?hg0Hj#C{EP|hYEXPq6uU|#u<+Dh5G+i$-$wGfvtUvAjpph1Jo6*>XY@&?Ox zXUSU0Z)fhYz)g%#f!L;{fB{0A8BR8N+sJ2uq3ns0)C%|EHWcj5;mlT%Ts9#$+_pe4 zL*8VuL_QWk3Xn~6eeQ$6(CiDJOCBrSCQ}~dn*>k}*%ZYnvu=6ga=H!4sWz-x>yFDA zoWq$~B*YSZ$q)&uN;%w0kXOhC*`PpCpe9f>!`Kq73rn6~#UV;E%Qh$5pk%SSDL z9*ZriiITwc2?0$qPZCfdDj6=PisZIp;RKNSoV?2N{I2P5!0iLq6+Lq7B!&zbiuM%>k&UYVh$SzTrl;mq zZQ6Fi#w|P0uyIpL!_8>drX{-7uwh_*AJYawdDdfF1!G8K%Et*-e4@bR<%%d%{Py~hHPF(ev)$H7BK(56}_ zZY2j9PyRD9L51oxsThO`WlJJ9#1}&v_+aaB*<&SlDTxVmy=&W$|BFxY`DdS^Qj`nM z#f3tJ7zBbA7+OvtEg0%_DEr{X!DQ$>H;N39be3FJ5VqK)&O;i3QvvS#$B-HGJ1XJ! zesvMN(EED`es7AHaGMtd#wP^ACl3kI45tQt)|$RB_C71z_xW9p0~>jNL%e)#SiG;Q1*zkF1hYv0aIm^FJImUA0B_Z>0& zw`9p;q@<)GX=VZj4;_a62M-$-+NDDqOo@xf+*v8;+kY_jZr_U0`2au3m5Ve+`qtCO6Jq2@{*x`VH_%w%aYWx+Zo`K&Cxl;%H-`O zc$ttHf})t96+0*fX@%jKfNQcs<8Zk}Rw#QSA6r>6WT&~dNUKeNC6@(=0!n47mV5pEANnbfZ#1^wt{0yTzKd}HVaGaZvpP)w8OHjKpQ~g1# z&&u&4CyE}65sK-^z%SrSo63cWGW+^W9uvxN$!K|z)wEuP7@o+{uq2cK6w1&0BZI7Q zNq0AlXzYt4yZ|3^n@=da7xZ+XP0J?OyZ>VSIE-!TMi(&>_RExsMk)u($@|XBB+6D7^hTz_U7@VFKfk~|ckdaK_=4T&L zqQ4}YQV5a8J%aWlg6fkcD&P=d;ugPJ5smExuo>;_P$$E8YXwk|{C|N4jL%LDL95CR zRI5@2{&okNlyb$<337C3aS1kz`_7zDEbHlw!eM^s-K!@W)U9I*zl!l`0g)|qMc)AQ zt7F3qO4?WaT}fpVKRMSb<{&4_+jXT(rSiRFf(dq9SaEljmY? z7>}VUHu(^;TYJ z+|w8RX9gk9&cS(+9!F4|UJ%D7JFx%X35dEKKYrXu<}O{jn2Nz~-n_|u=ih%@zj_H0 z2v*;G|090+L$ z0yEMsVdt(rICJbUrc9q{w*Bpgw@4;{RQXJkvf zP|$#(z|VM<4af<&oKls*nhS`=rkDG=08!pwft|i@1zrm*Efy(|6k8M^I^zrVT>+p# zQDAr@_px3#&JjL0?F2LoIE&p92>JVpM@%EIi9H(TXaJu;nd@=BoT)TZPvca%obH2E zGPva{JqU*Ra3QTAB{qRp+shX7T1FK3AChc}aRLu$zE6jqZq)y>Fj zvAnx;0t{Gb+*3m&O5}$GMcE3KewUSGGmVWdPA-INGr3qK`w)9-ag@4giJ^E$W+cz;h4=_eXes-fOamOt zRjwP^85Q|0#wytBaF8M_^b(FVh!CDSKjwYLca3ZM7ee4N-Q=Eko^? z-p0mrr|043cka$2L*EvLS6>w~4Dr#UC_Ez&e*0|&)1P_6o=|k+{~bqW8o#ZG$yUj8 zaI_0I&dEPh)jsV1ZieW*2?W#9(hPY0XWWh*-iKkshhf3OMcBA$GtN-jZrQvM*KTHG z)rw`9nUsX#Lk1x}X%3z}c}!MxD)*b#?cu!~j2|}+D_5>WYDyBN?|jn@@92Tu-0mpM zPEEmVzLuGhfn;uL_MADGGdtBt-aR|FVfwUq%;R(QPq|89T)J}YZ#LGIOBQ0}mY5jSD2vRp#+~aX)-U|EbQ98#q3|)lqnc7YV?1KWIl7wK|pXfz@(TxftJ{pSf45M zAn+1PyD5gp3-_v*mYOVMLK~~c0#3*DNZpn zp1(&%nZwV#AUjkgZr!T@gYFF|E>>oRO6n_Unle7s7h8vTVq{YvtQ`~pwJ>eapdps8 z*@8yR+aWMG3N5M^#fgdj*fY`>4I4Bt=l}2j_*XO~bDY#9pJ8-gud~8f#7JdRG_?tr z7ACVRj#F{r7~RyDAYwJ~mj_quOM%YMR}{sYRfUbTe6vzjdBnWbykBL$qD?S&!*c%U z)4UY-(cb{0n6c^&Dl4aZ>pCXzT(|C>+G1&MKe9Kz&+RHcQB|xP)~|~@Id?IC*#@+& z5y5R(W&%~V(Qluh9*U$+cHXPsORQDkf&2M!&ldm)LHE9sc|(vC`&-t>ZU9{pS^qPK zz^<$oQ)Y~>s}`h6mmL}xL;#OAPOArGt9Ld9;_)*w;1`7nh!G?&A$a++C>}nHz^>Dw zn6fDrNjpm*VOwF0SZqh0W8>YqaWa7<4+5fWh@1XHfcT$%`@uxuI6i!Bd92^R`wE8-AL507+dNmeO!}pZIDX?Z?B%PjX-RSEOCOgiGA-ufNv!{$n@AA)YvCCy=-pHYizmm4GL^q2#h*Xnal5 zR#jyLT)#_No3RNBn4C5~+3rkJ`#Uy*4nd5-WWLAOEYNd$k#ij>cgTct$hHK6+@>>Y zMSy8Z-dsS`?eNS!{58%i$}Xd@Kj#lC1e+i6)#6nT;MP^Mbj`T z(VM_W@FUn6pqlN+Yr!e20|K9W(0=M$zU{|E(+$wEU&Vvw%Boaq5}i!`=E1GcZ_f9!N>lT(>|tm^TDyo zJ9gmwv;fqr7-_2Cj2t%|jVpzqNr}8@SRx;KRCB}O$qG{`Y8)-M$+A?u^_z{QaePV` zCbsZ3-S)mB@TqmHWT`6ed{|!!7ZakRcLHx9Na6-DEBx;1TpxRH13rXw%W}(2?V4QnNHpP9Ym6!&D5RSYL~}(V|!rG`?Yo!|bENh{O&B%=(M~Q90R)l{`L4mB_ug zm__03ni9s=Xm#t8Q;f`aK7o?Qd46|)EbAQrHT#!G`sqS00^2FWpYq(i;s1M87!MwD z;k!>pdM5}wPlT9iH#4@VIBWz4&-Fo`BV*ifD~YS_3^yDZM~1lbKgJOM|8aZ!@;Qzi z`)6kO|HRw+^()C-!w6P#P>>N_@u0*MIJgshC|i}S!Pf+c##5Zj;M71~>351Bw1A8k zG(pd_9}v6C1w+HG#0>TQ+g7l*2wnIU;>#UKh8MPRz-h4~9@ zn74qS#ODG;IheBV5}*l)@{m8+Nno2LW)a8>EtL0Shssb2XqSo1_3yK=^Nm1&jhk*%jrq5inbh z9oZHSjrGC!=I*BM;ENR{@YCj!rZ(aeeoib%`PDmz+f9LlG0k{iaP`qr!+;D<`Z?C|ii!NVmVCbhH? z=%a9XMmU;QFNPzhE}LflHEPr%Xcr>jQT`Ih1abmovBa+^>(>kjz>Id3x$`27+!i~P z9Z_``1&*qbDBx39LRIQHH!ai@gisK-0cgqjRmBW@RrPGyS5rFke9BC~bLZ}79d()WPxGEbrpA@biU9vCCprVMjopy|sdz=%8pRUj!B+871$;lv1;p11LE(6{RJJmLB8LTvmVAD! zKyHGeB)S^5--vg|k6$g z$a!FeoAv5D2n%}#ATu!-y<1d7r*6H`zI}U)9X|=xE0)6MVJfO%1y{dZL7BZe7PX2N z!pzjUxRibco!Yd(k{&*|I4u}WYZS-*$1lxx8#Zl)GNJi!Z(#|1y|GL#;AvqJyNg76 zVhAR+vYA4!?-XOXC>lAcVVKKgWgk?v?wcv0rpeUVI0D;pvO)r&97|$>0!OQAcO+SI zERUf-_KtS&e}>~BzyD-&1Rke{Bj+rcIme^Rl+RZv%Q?;+ipG*(%*WBs}q zR3>nmY|%()J{Efv;3+%AFg1Z9K}w(|Cg`kIBMEJ)*ZlUH zz>eT3hNy}+WMjX1s|lP25GhwRB+s3J+{R0tYd5s)jMnc-GAp#^_n|aA-cuGEU^HMT zu(WcTP2t$?P<0*5*`|~{e_mjAGLArG&mx0X_3I=q z7PGlPC}mIKF^Wwjpb4ntJkc;VIRc0rD~}dx2q@J!J=k1`Z&u6bUyQ6tRaz*AC7B6+ z78qLW&;TOuoh(tH_>9cY{0@OvVL;aty^t}r08Wf4h)K=mf%Y`n7q3?qp)@Q)CdEMs zsCd3N%Oh}}EUa18C@fgA3X7MnK#2%HN@H)V8yt+u?L)A#e=sh`hoM!?qFk`E%HeP|(Scrd>=-q6B6jTBk6M*WW7lw-0iYpG!!TmZL`<9#54+9RG@8=? zRYhuJe0^H?c&*AyZn$3la_s>?w;Pu*Kc)zJM-f=u#5se2tH`ix{ zV*dmO^6WWSkdsKcu`W1r^nZG){CB>sS+fH1@gZ2S&=1R3I53|VdgI2SXxp|EYS*r2 z+AE&F5Qy&GgV3;H1+;GMz`p%tL9(mmf|$I*%1zc|u|o~T?U_&&vOFV?34Y4@xF*2V z`vOJ744uOQMgxX=pWtML@9=X55M`$%I2k|`AoKSLhU98FlnN}!fx<h7oKvCdna)9|e%6^f@I&DfpoEh(m2~Ay0frCragYcFY@70tT zEb8WkW!-wPWmtI)eSMihbc!!%lD&1=Oqkd^W!?teEQA2qv zfBNA9{!ap;3P&_8?TU__dtl?nO^7W~0W}I2Fp~T3f+)19=!Q^#SComdp;ZMB6CbEW zKvi-Cct$oa*Rd;tjF}OJ{hgT_j2|`@#n)?#aywCE%2t2s*dsjh&jEs>Vzk-G)$3zC>x?aW13rWShhn-W&)l-P=F`Lje5HX1g#Jp%aP*@ z?-7V`UADpp6DPS5fZcH6QUNRE zhWjgqn0dtm*VmKnnu~%=a4rFIjxX-aB^x2*yGwSa0PM$$1#qEw%6kpj?jG}ffuLCB z0|MzIJ~lE}fT+@4ycnIJ_>xRc!P0V`h!MV_q_db}E;}TEIT@pQzSv@m&jiB!Juy>d zsoY5P#pNl5aB@r`#I*94%{;hz{U(}z8D^X`jY_$oWjR-}CM^JDX#^s9XyvHTe-SXt6aIR+7?)MOTJeS^ z^Muk^pAqP&4T9wR>(wRjVM9rrPb`jleW3kdGZXC zLfEop8?OI{X*2m!l z%uKRL*%6nm@W!Oc?gU&)=F5f5HYLN;uDRj7(iaz#ZN^a|CleS`eQ|3xL41~#eR5xb zCn+odZRs$d%g<7ZD_RA?hL%EBt<2MS??Fyjx$|I2u$7QSo&u{`zWJ zIKhwiWHYY_1m<3YuZe}pmZ&fsWsE40Tg4$%noDVc*Jj9h&9s@3ruWJzGC;|GQ;~*4vRAf1nFD5a41jx~FOdI>&ru?z z5Qa6f;lOxhwiGd8Jo2L7niqpft^7>i>}!dtOeDvYDs2n2t(Z!a2hIPovai)|CG`7y_kM+rYF}z=A z3>Z8D!$*xnpB|mDD!vc4&hC%Rvj$+x?19)de=s(r4#u=meK2Nl56Z@NXxX|Q2KMfP z&3u1Fd_VN)($P#PjR`}0U{&G(4Da6!t=qIi8-8B*L;7{$cKezA+?dn@+h_O2&UyW@ zmHWDd`=a+Y^L`WeQDe)je*7N;_&<80SMilpv3KiEn5a)(`N4b)^2qkGf4cMt=sGKdorOR=skgJ>|vM=V`4It3jje|uMajuv!8B2Csp*I9n#rpAH z?E_43H$SU@Z`lw{%pn2MFhT={79c7J+f?Zho8%Bn%%m)q%}{bV?P>wT0MnG-M@A?x z)V=js_m;i!3T3l853XG0gYgqo#fL1GzhN9i+(%6ejaikp=;wB(niTN^EP0DO#aA5BZ*{vds(c_3C2yd3QB};+Ocav8<{3B7l2E zKolq%V9W)?mjsfR1eF&AAh9vE9dHf>Y(HPBR+>&{OE7Y{f9aD8nlYnAe$=U14fh^C z!JY%h(V|)`PE6pw&yi=G=V6xJ#0K79Tm(~E`=e{UXv%0Cx>a+>DYkNDQ3GI4xQ}&<7R1357Y$G= z4R&ySZ+yQ#mY^zosufr*TcfJfDA!mqgmb$o=99-{r8@GFjdEcTcs*EL6cwXff6H$c z>rCqGpnNVyV2p92&3mKK1JMH4L(EZ7)1nQVc(ADaG?^wJ^Az=#M-{j(g+IJztYOaPDG$?Af0O zTejuF*6n$)d21eQ;@HaP+c@^`{|qNixZ=>Ee3aIoV;`UE{@}qcaNzLgIIxUk;O96z zEFbm{{tVlC=fRFXzmKECzrgywE@)NebJU2TI0?&bs`Bg2>H#)aGS##e8{ar}4yK`;d8&RLaw#*d#!S#8If zbvEofAeLyueF9?6U9v!epw$nBV8&qqq7{QEd2B*xG{h#2M3xi9j=T5O=*pH0jB=I` zSOth;kj8mJrjrYZ=5-Ez#+eo49Ab;6S$%G}jTqwDOL=kba$buG<^rN6oi&^-1>87i zz4)KJFmjYt{YGhfCcs>_(A(YwNCM+(veJ06R5HY?2?XRM4@xc@?#@@BwpfJ#PaqI! zoDGtq>N#vVR|Je!{X^YbrR&4^n83E82!XI1-isk_C{3^+YbS8Lq>L5Ydd=~Qk0m{S zV})da>c1@TlU&woFPD=^l2Iy{TOl~s?-H=)1R9U_<;kw5&1vtMaW_cW%rXLr#vSklf+aO&i#3oP45}^L0)Hp zq2#j9g2M_=_wos{2f7 zZKFhX;9Q)faVX~Zup@;GQ6WDvfhe{yD~Sy8#9Ce;$NX_~A3<>^<;-qMjDws!87j)@ zYCL$7Cs(c%p!{*g{rf5_uM0pjUdy!f0lO;=IF2j+ zlmaHi;L$u8w}X*MG``Qrj~B{DqaakfxqmRvACDwe_}-;yHk_York@xV}oFq79+X!q? zl)z!e>nj(N+*txSX8aEC``Eq__fer#> z3H1xkn`$MRNNG(#lx$W@fycRaCG}1Ib~C|keJNfP%GTh8rT2JVWml88 zQ}#j)NoD2OzU5~nl?965Y$|I)Ncf$#MMPh6N#0L!}OMW>4SDFbCIle8ru5a^V5 zt#+ycJ=p=(@vddvvWSbDj>h%tm@-(8$#mt-mc3L?q9@ArSxE=0sg37#1r+amq)eog^}37ZU9T^ zf+n+sjP3opV%Rq>3~_A;QsX(FX7N7~xCER^3*0&~5;6Yy;aTW2lng1zYs-fi5XvFO zZUL6!AO(C@@OF%;o2X-<=X%}5BCfVxQ#)1#rT3`rVbb|_jts($S!C{9xGZN^7;dD5 zVRU03Ebi%NWcw>Fa#=|M$a8$6H<6f=CWVuoAZALfFY-m!MJs#3sz&0C%a-|5%625dyDwxMKfWSepyvhIlFbL0{hx5H)f+Shl9S0dt zD2^SE!1NiuC{@aV-MbGFz#bDA>tn-4e|-2l3TMyxp?i<=l-SEmDp=*pmHBu91`Qg9 z6)VyB)QJa+^+1BQB^z^5UAw8CX1pRIU6F+>Aw zHzb3_1o>U#O%?!J4i#&T@O=RyhXB!Ow{(J{yvEna`kXzStx7zcKm5F^-l*i46ig=P zTzVz}GSh|o98s5uGO<66;esd%DIe~03(F57Wb|~ix7a0!O z#B@=;TVDp>ZL5fHHkZYlHN~L-VO?A*RG=VcNi_kb!0_F=k_J4#-BKRkY%OQL_k2|u zJX%%?Pgj(|)0Jg;Um8!Am&D^`CGc!{aXeg76jzf%adBDzPEHCW!%_n!U(D(1gZOr; zJLrMkUZ3KP>>PbPT|5shI?v~)oWx{7cNXG;n+Obk1WWK7qky@ z=11Y{H8E&cK0lVN+GOV8iL>dbRoKO_Pb+jtOp-uoWN|JanlwY%I~CZ>|0=s4K~VqM zWPxxoSlKVwRHt!XXR!_{xhbI}CE<9_-`p|Gh6eTOswaK~T4v+<&#YxJf@$ZO9Apkyz1>q@a-(QabzL_#`!*l07rVEKo}6 zQ^t<^(yZv?havU7$Qpx)1+m1V2+M|ee7rYqrEubr30>uibY&U=ZZ;?FIbIazLb1}m zE??$EBWqNXXB80@129Dbbb)Zvs?q(8gM3UtyiS&A4FMu2d_1?y*RPm%kDT-b2@CYp zXO)1M8~FM$Al^=ujl_>DpaNi(Y_F9~4QF^_d9c?F2tc&G0P=nDIXnt|fq6Y->*31F zl~5-_lHlTuAg-zbCJNsw^Q0;#%25qO&Mf6Z$_VT*c9DU#3!(p@QDh+5yvQbFc;f(b zBJ@2Oyi+>)pjMT#Xws}LntU0KV-tgMnJeX-F249ODxU$M?R$@-d#?c)#BHf0{cWz` zheo(zWw!!2H-#X#B*xft?sA2^wlN5aJl+Ea1(LP-AoEI)IkpeT4o{x+!;vFAJ_Jis z!J1(C@F5q37ZEsh${$s#l)#4%R?1+@mfev!(}i-GCp0Svqecg#W5?d8UAqNAaGeRE znmKb8#*LebB}=xVc?&;WPUAV36NQXVV0Sym0z{49Y>JZ4e9z=DQ;G_x6e=U>s$63| z*Xst{1a^FG$z#igDCdgvxzodJa;`OB_`cBYsi z=bwsKWMsH-zdW#Qn-3;W@#A9Q%lXH}Ryp1rw;%Xg&9XLeUpW6VXQ;n20iW|qm9sT8 zpPnx#(~!YkHb6dB8GKbyvC4vxS#c=nTFvjx{NsF(-Aj^B;CVK_Fy{6Q!mRE=nA}RKL-x#$$$&?*v8uudjFv^cj8DG7m(UMPcWtPOPdw3Wg>tT^Yse&<9N$H^PrU{lqzQ7u712L5B)oU~~(`1KJF5Ny>Mvlotc~ z^`Vk{f;kJ8qG@S&JSD&-D{s1PO-!0P4Yg}l!{j!B*gZN7waG-gR`VjjiQ$T^TQ*Qh zW7!nNFu&bUlKT>ieWL?0ubUlXoB5g^FBhi=lR%M`=h`rp8mPSJqZ5O;7|Ek;LqdBV z;~4^fvP$lUs^b`jcyv4`a|#(8SJ5j3stkhGmD!y1XE;Hft2HP5B{IYe$`FBJ4jG~) zg?Ler8DuM+>JDYnL4Jq8cP+sh0>0~Hi2_FF(Cb$zomFg8fOk8Epf`u0=LAAdR#ht& zm?(?D8U#uLjEOr^YR@bJAMf{29;y!7(8hk)Jw`SMzRyW~heLJdOl9O*l=v!nl&8i>hQm$QZ^`CV7}}y;iyvB4Hwe03jqE%tI~YTU zIS6`PFnq)mv};!!$0^4jKMAA64#ug|cJ%G*N`Nkiwr#6p)Tq&v%0@lrwKO_o}@K^C}en>UY< zKTezs!0}UFIC0twC(rueQicr|&vP!X^x*>Uh09bYX#&OsA7sRHU#MQ5QklHv1^sSa zae`tjRSFkKfuE6=%9fyv@ z59}H#rX?Gu7H+lSl({Jc^@r{wBgt+ zp9SJ#Nm4{26Cw+SG4ft&=>seUUcZ(gP^w@EgIG|*HVwh#StDFin&xPx?R6{3pV%s=vm7j zK^~uC?}20H_2VZ_qhmEYk~;_Tw=8p4-p@b7>H$G!|79a52A;%sG^A_i}=uDkhrb>YHKg zP6WiPLj=9)oahGpc#-7Z%NC-c=Ni}47pLDraY6pe`WnZMz|<~ zlTx7$GSbSBE~9c78D%)?7cYci4SjH6Y!E@2td&es2diF5Ppsas9nW8Xg+YUdVrabr zoJ3p&``R(HllDEx*ce|dB-Ky##nT1;7}CHK<0novCEAncE=7Y9g>Y)J0~-d~P(Iuh z`wtv36XD>2Gbmi-Q_SLj|MJTqY~Fl;$2tr3>eWPz8egDOCs%CUN>=lT^5%6EnUVuz z$9_RzEI5ZM>O zMvIy3hzi~|;6!$qEyl>#6c!`TttrtZrY10xyfv)OVw0BS&1HK8MN97TdmIYKF=fLz z3}AA523W6J!PVC9Y2oFZ5g41_vZS)w8<-Md+|P7M;!9L0moF7U+9em>6A-VvVDDaU z^y%x1iIZ(yP&|0=g-KHsio@eR&J`27x?@ZOSB$J*5Mvsk5>o!GzP;3P9;r@GDs zHMxrer{W?lo8oGvua(F9^=0wZ+ERGGp$v!aOPY&ZeVC<|WJA9{*PqPGlVIYCW0NTF z30}&mQM}!&rJ*Kvu12*gR2M_hxM>UYs~14oScKrG@R?Yw9T;RjBQLUmOUzFWAKAN~ zX}%K_Rj=_G@0|hT0!BHMbS=ncr%)nE$srAG_~av7e7%zHc(}N@v6U*DX3yAgG^tvY zi)||ujj+Sh2 zhQWb|BVn4#VOWgFwg!`uKW>K1Bhv4Z|MZIt8+YX z^CBlaWtHO3WWUi0Ekm`M4n4R}mUhRVladpe6I?7peVq+MoJQFq03_&LneJ-XpaqKj zEML1RP~-}oooX|o5Lfx0q>NRsPAi~5(Pma;(^TAmCRq$$6DVp@$TRqklj+xkb@20! zN_eoSFs8Q;;7V+DRJ)m^)SVDcqF{bL$gBcCY^%goFP6U*Y1rVtQ8p8yzNWtn!vUn- z4)m_&g+lp0<4O1w#excA`%vzaK$xJqni8i~^(Zv2Uk!cg+HslkMg1K{H1%$tln~N>JohRmW_9p1%$NWXsO1@|RQTV!ihH=e(u(Y=gz3O>zg0#biO*_%4b7!>g z;D#hF5|zG;!u$6>;V*yrD_XQ@O^{rMq@-nhT-XH8A3Gj~^mGRvKlU>+`SH^*vPLqS zdz{=ai{it(GCV)wctnZ)j_(f`;ElRf=4!WC+6*)xI zbjmEk8rR6`2;P?|lP{4OULqiBh$Y^<>4ts#c-+VPV$)V1?B3^wU3%hUe;n*=W7~4k#WB>ps5NA~P!!vs~?MvJsYcCrTNWU8vt zh@r{bDTjv~D@E|04CVT)D2!^VE_AYQsiePHhvNLmtOzC<$uWrU7>LV>(PT8GIsdBS zkGpH(=RF*|YvK>PYT&1xRq@02FHNl6ixsL@C}ygQ)Xv}b!LpvN7~h=7DJ6)^QZind zD&go=!yUthjl|x4`^o&9VpJn9yk8Y%0715K$=rF}#V#!`v*fWn-jc=w4rSHIqb{%V zn`M;7WT^6h%ibrTP`HeWCWr}c7#a$f{JJItPM>hT+X#lm3>ao5Inb-F1B;ff!r%V( zcO)jxG@lzVa1gd`--!lwY9cbw3x^ILHP=Abu3gRh1qu|v`Sa(odB=X#FP0x;n)#z^ zgQ6JQJdiRwfPh#q_xG&dY*)!0hbNHbb@ekLGjg7){eeJFc0rLEDLHwrGm|2*d_b_N z1(`yoxsB)kdTKZq1)(bl}K@K+I@wqjV3% zk?{^n90%49^uzK#Hm**xJ8~s26Glng0*$zecB@7?)P`Wf34U#T049#};Uo#eWNtq* zGYI$ZIWTa54b7T1HWR&8&AMhH>DHu4W2{=~g|%ygFmj|1_U#SAo7Y86N%V)0BFPNH z2$E5FNTzt_wzfrSkP(VTjUsX4LJ9L7bWUc_w0!3}l35L!g39RUaT#z;2)3ynQnFVv}9SStb z4mr0>EyoOZ!wxT!6<)l^dkz6&7Fngz5@*EQ$fgxaNg`??bpoPkL`5*vkcU>OeUFzY+=dd1GV;T^ zVq_Z;#wdS#Hjg=F*~9q)B=rK30lz3NB*bDyhd^Y{EsAe8l*7-vYT{3OYU2+C#6R%f z35-AOtWK6#+DLbm^;h1s!eUg8Of66oxwx+4VywclG9&52u2IAV=Putc^J2}qEhy#q z#1v3fiLE=cL$S0^AXW`jqbX&?5ERL5EWiF*ce{Ni~9!Q z$iz_GOyy!AHq8H_IK}IUHe!*~CjUpWOlrJ_OgS+vW>L7B6plPc#*xvbP?iV`<^15d zp2Eqzf)~bWPR^BlZG}57E9!r-3+`<2NA?=BgH^nsR`EowCUCCc1YYKb^pt|gjB_=> zCx&<c0^j&rJ(M5`k;~*kH=y5YzELZAKv3sX)$$ zGRli9P%xU6b^8qrT?>3+N-oXpXfwH`iTr-2YBmh&(-{N$^+m@T0hrv<8;g6%@k1#} zc`b>pyvgho2mg9Q-+8b zo&hj5g(8SK0Z~9`Nnt10@w42P(`M)dMf03Y(Ukg<^i}Hs^-^&HqI2+f)NN1OaZ2P2 z6|p54s@9_%d2;A!2n@9_Yh-1)}E<_(G##1adCJ@x3D(|r#OOC4Ron*1%^o%2gASrgJ2nPjdn-o8SsN(cgk@`|X zI04bq#LWxkv+G5_qC1}&QI=WPG z!zj+tK@I%SzD6(_mG#Ah=3ZFQ$Cq=?atN6Q`vftuBPp!cE5c2w|JF_F7#rU7_?c*1 z+1CV5Kcn5tVK3*JaKu{(z zVSosdx*G}%C6QHcQEf^!2h@JxVtgpp3<$(FcN?_w zYqDE~F>j}mY0jfOpbStfl47{-k}}Iktq>ZuFucTra%@rv8kBUUT+WB#jeT$??KoOedUN{S^^c`X%P706j& z_ilA0hSbi7@lz5EK)rhVElNiCATxn1l)xv@P~YdfWWLHHmeW#;$}57si3g-SS6bg! zYhrPBS|mz1^5XM+h2T=CAnFx&!P>zgl&|t=M{*m5v7l!NzKo$lnx2St8@HoVLms2? zfdtube6z6_rnYzdldZB^VOKK6NTkh-#_}`MC2~Ot-OLB; z2L~W+x~dl`Z7`fny9hzhlE>Ot#XHKGs{6NVOAvsIBP%t;bS+%e({2_MskzgWgOO)w z-Tau-*&WM!dtujbZ=9LLiA~_jp2-VlCMRqXCn-TKgYs7%Xa&07k>^$p4;i8a^o zHOgGBuJ^?9_}J=FW;6GOCFTO;O-@|BFNSzM$s4!H0JFKmJHgQDKrs#$J~ph7@86Ie zufO8Aym4}}3UVrFGlZ*=HxHn7AiwzhGqYN}Ss7(wl)m3u$s~|ll`g`JjX=y%a#|~e zz$k5o9lJ&aAU%OADK7}?;-S=*4U?=vwiM-Xro{)Mdg)N?I&jkTbFNys629PX4ys*% zfUZDU0dF8z_CRbNn~7lr`?eK2*ZA5tmnMvU~u z_z5;lqV%3X(498T55tCfqh^g_*sx(6Kfe+sO9kM>NlJ(N{sb$_p>gM~LaGFEdM@^7 z0ilx(ehh|Ip0e1W1%iq_705Z`QB7uwk-M_}S%4^~jcN9zp@Ozzn;eQG6gd9Yl}{in zR%sZeSfM-8F1r%=2!a<1kQrO-@Zv>*qU?wTxlbNAamE+%BW&0=!WY-#DZ8mo&QB`9 zbISeHycD=82wFu7$o}NOQ`s*$Nfgv9Fx1fEs`+dfB8QwQildVRJxdw6Zh*`nzF6JQ z7aIoHuyeS-vC;Lf>x~mr!c9iV`DvlZNF)=PTNpQH7e!*HK+NsoFc+T!z!jvdhVFL- z)S6>tFmev6hM)QmFYiYsF@U4L?gO!9M3AZ6A||R@g{%5_ks*@7@q(A5L`4)-%vKd_ zUQ=p!t?G{9W2WNClc#9cu04;X6%jFMY7)jYEPy|6CsSQtgx5o?*^g(7gR!QcH=5S1 zj5&+eVaTvCCd@^-$YPKJ6WQ2uC`Xs}abOwQnF?7bc2ij+0vJh7N%#xXL(!&oQKZbC zkJMRn(V#*YuB9jwM_{C2bmdD&;c`M02G{q(ml63)#@Lyu1Tk($rl)GLzh|pxG^bko ziomQ^rXMF*REc#la(a3@KkOT)hX1mEt>#(Q(-TX3c_E>_4-z~2A+duG;@i3-rM(MQ^!DJFJ+Ob2 z8_rD;7!oMW@Zv?T1ak#XO2!Hld2vg+$U96>R0O?jfdWdMNHIr&r^+!|<=S%@pd@iF z3$*SzG;wv$*YtgrU>e)Z8-?;&(pUl4dxv}CHuvT9L~jhNT@VdRxuQiyZ(N?KD0!vz zM42pvhg=nmjFrtGMU$P3L7>Q$Lo135=3<)ndC{o(j$*%*IdEnQ=`;_l7=wbcWn`b* z*&A)DhoDxuFnD{oqI-{CT!lMgNE21xh~(#jFs_*mts2!t%ZAmt&o+~Y{)iXZg{l7N zR6C3p@nthnXU&<%$-(22EN^%S7a?CW0R^gejt~s@1S2uYA1U1DN|g#>;-myh-4oB9_U`(3mVkEL|ibZVPxFP|OtNNp$ z+}_5#!0yN~BG7X;LoCsX`TMVi1lUio{uxc7UgN?Z%L{}esSDM~5VgoFvcVLJ zB|xhAdiu<8OlaY2dUed~;BVwxJRj@%G(MK$UQOW>I@mdQ?R2zrL6&FJj^r+!GxLk! zHRZKzaf;h}$Z?PRa)-a8M(g*KjX{8Wp-h(L94ZRIdliRJdY?5yuzM8ee-qi`soYAM z#^}bL2=^;sz|ZcH&r}fqmH=KM;`he(dapv1E3X?*Q{+~Syd;N}N-5?m2de3_!fRgp zru<|RTu)Z5s^VH~lr5uT6RWxCWY1A?37I=&T9e8PK%UbReehtm1y&d0Y}m~ecU50s z%mAIartcE-mo75_&kOGxg(rRa|da`-wglH(bp7%VcQTF^F9hgrM z*UHO$R(8PK1iRC5k(kjb2v=rVMKxt472@9_s3_ayR+67#YI;o*L0%?RJ~lz$oFEG7 zR<(}f6YOYT#T%{bmO{6hzBo3~l1~cXQRd2xln}%}@6*jmiV6ct{h^tnw#0+H0oAMe(d#GiJQ$9J2{knxqK zY%GPR%S)2wl|a_qq9(5GQeretatB5y{c`jSA@@DS8k5-u7~7!JT%cIYx9Z@xigKF2tHoI$ zW0mMH%261H#)lFEyz!K5>#11RLZ#hVl2l0zr=|pSQY?fz@&7c z^dHOj=gT`SaJQJ{O=3fKvL9834S9}@_Qowvj*Ka;#uj*=%0W!ugoOi@t`X7qE9Ww4o=6l?E4rzVj_B1&4*_T0xeMG zLHlM+6b_E%1gKw~lJh>&GOnOTxhTpse{31xiYE2y;D4iEzQgU_4#5xt@sT4z#<`MnSHQ=M>v`;#gm-=_7F9eoP}6CJ>~#Am1bq=IFdp#Rw2@%X7=~AQMa$&+~PHiGc9MGG5$d zgeLG`a@yDr1&To?xOyR(%Ih_ho14p;w7u^(mBSC4E8u%R{(egte7&)x$<_U4LkWDl zu>`)`Se&1+O8Gl&m9lG!kqPu(QMJgq^Gb1p##W~oIIA9^l`<#~FJI#@DWjD3A__+) z1rt;}4Jh7`0^@&@-T%d6suEs@Bge&=1@qwHqo`j#2)(Q2N4s))(V~JMcI-J|-rKl& zEBe-#Ct2~5svSsBAn*y~Q~*LTyh?r$AgZ8(KBsJzv(rL(jeGL=DW*|)46=f%tQrkP+ z8&g{FxHR%IfOv4cOeaxXq*MwmoN6?XD!~t##5_gTn3QFbr#y$odEm}GKdz{h5;@|X8l$O2D~FNBjs=aZDH$0zvU@K|pgAg~@7L-{h&hShyN zv4WFyRbOuoA7gu2H_*>Cr_pnbHGFMlZ!g|^QjU0HP(6OWpFj4E3FL|tV3NmWbUi#F z0LLcRkZ@T*RoMUd-4DIU}1M} z%DRfieC%CO>S%BARC(0u84~nS-7740ClRA$KkcUIDO24+I1ok7pH8LHfTag zv3yYw&YxB8Gi8AZzz)Z)TVW=?@Z`x5!z%COgy7zNuJF&ov2mjVOP6x>%MRpw@T--;1SPWlpDnn2#hi^BP#Wx$v;=_j0rXYm8*2;g@y$trschmLk)VY;jsFG7>{Dpe~6@BRj^l;6gn~ARbE~j4;3=GnfLsm0~A*{q5P| zXj91x0bY3#Zp&|&-S2>y2O)v}s8h2ByuH2g37<=H_{uE$vDqX@xk*&swxwLuU3R{$d*F+LR$WSAbm3>7}rxoa|udZCGK*Y^2*9a zcw~Zu2gskY)4|VM87Qh3(EvnIjY4fFf?pl9y^2AHqk%t5P$WwCaQ53ZdG#hG({rd2>jMiBPx3&12Y z&r6p=O_7M(cLC9{UIoz9)hYXDIU zQTE4c1VVKSOi#BM;^j+j1VG)BdFnMXLV;pthU|@2H63}xGr8YMlfAL1o1Asr_Ed`@ zX3o?gFeZ_Cnv_(s0KT5VIji?CPAP;7lL{EGw7S$OQ$*5L9%%uha+sCLw216*%|Hjf zT2~?$5XlnB5Pz$1v%a(eKY^TpP+nL)w*XNLF~WeN7~l(no|vI?IDt?gDR8tHBcF4B zUP-DhFT%Mm@3pEt=YEdkW@;p+P#JZr=7BL>Y^P9J&FpAJN{ndejrJ8?v0;EOf0qmA z!dSGVB8iTUMVGGK(6d(`w5&*CGba=u))gh_Y9ET?2?1D5-<8`hDXh3kITlSFMecuk zd=Q$Hw`1tAkw}>}2lXn(V%Km#lR5H;Oj-+xLg2pLph`b6#^LnEXTLi_KKt|&xEA;v z1@nD|P~Uuf-)?FuehiYOLkeMGPX_^v_(OK85T6h0iy*aI5WHQ#K)%mEK_CHkMc+WE zj-={XUQG_ifcoB;+Quq;p$a#%yVv-l za~MhBj1SZSQpkdSOvY;EZmRI+&6FSlM4)MiFV=UMOz_}X8y0o-0kU&B|XTJdi(OA*fGDmjjYQT3%dK6eynQBJ*c70^q^3*{v-ZL z?Yq3TT5T0*s@Ig~sLC@NhK3=^zaT#U^iwo1NBI>`KruEX<)wyVUe91tIipVTfA)Ua z-11^(X9voJ6{2*Pe9wadc|S$xs-C3rHcV+_!!XkHDV(5U7i$Iv7-qa~pbs_=_QoE9 z|FMa_I628i@U(F;@Im{ke(2JrEBf~CWg`D?B=}?V057y`)_~xXjRlLBqe0mK46KB`V$a+2~w8rPApBO$5a&IwrU@$)R*jl0z?6uSmAGgC3G_QKbO@v?w4LI-FJeG$N*gMnkp!xw2(rcy>>M3}jl+VG+9i-G zsvug_D2$=a!c6J?X)W?&%-9KLVa>d94WR*kT!^LU0?Z=tbgAMfqs_H)Paa`PVaZm- z@9A|htD|FmOnI-L{%AF)@6@F?=680(hc$(0sAS3?DE6$SEgh2*?tMtHS6(&TA>{JG9m+zGm}y@r{P zHzildF?pYiR-rbA0V;xo=TKg8G2c7HB-M|UA3)Mt2^)$!QSC})@MI(eW6Q8WvQ6%{ zjPF;k2I0hU^-~GL!6TtKeK-P_Ng;116AUStm3S_PgTU=NCsEo|PR0ZuvPFNR-}Pg1 z*IRuKR5-z5ylUz&mQ5Odc&xvXA1YlG*V+eDTZ!u0OklHWpA9EX?p(zK!zo==%W!f_ zUrcJj3%|y~*kT3gh(t`wM&lZWza^>Se`hH^(92_5ndc{4sy8T`cPO|-C zLKG_foA}3ZO}(*uq#d=3{eGggvW;zS(fV=CJx!&OQO#_q7X2B@1m;1nn(k&2YckX< zQVH0OvVav`Z_LeD0EB2_@cyC6ob40*og0#sdRVPtdELL`t7^DTX=P%^Ng$w!2IDbB` z0Z2Jj49nvXW4v%azZn;E!B9Y$cG=x9#q>1&mN)L*<$|jWDOIt_=5O7i%DC%~*>S#@ z(@}OL4{M=LBw(jf784ZH6P2GYAawtYAzqp3jSMOovBazL+EUG2PxR%Y9%L%sJmtb^ zs^AbLCdAY_G=RwQwIp*cAPV4=!uE#X_LhL9@s;j#WwAie0HtCPbHPrJHQuf* z$>$~c*g5pNSY|1_H-nN~_sV-KAJXdio}^o7(R9?n& zUB4~ma`6xs_=UyXd{`5Stl43hL>xI2XNBJ>NL*}IY*2tGEE1^7rf3>cDejot z6xhF5D(6rn&P@%aRJT0Oag^U{`}-l!;31woNIY;ed@+3n0gLz3Cix<kljT)r&aa@8K5p~0h&Sop{ zm_A*ydYW0?ckVof4jn_t7$6y)!ek1X$NHY$Q$-vBn}E||jIs?%9uu_E_!@!mvOtmd z*RBxwayYl{aX~hYB(Cyz35?w5yY~VNAkJ#(D2A9p>FgYm(3uHj zjs(o~8SXegxgfGq?S>)AmUd&Na_Pei6Z?u_^^*6~cn*$C&p<|=+C>G+1Y13zzZKhq#Ld)t=WarV?H71l&)(P?<5D8`zm_km^V%C+&j&YBqm5^LJ_&ByaDd97YOeeXcuW6_~w7wfglO`v$_o9^b!MXvy z*hrSPexMyGoqbK8*ct78jSXhY@IYLcF7&oys-)GGY<_>P0M#E)7CMY{o{c%L@~PRNR#Z zm@9}@2onOq6D+U}_05kjKKmREio4*@$XpvJ0aSo`dv*w!XaHriRkmH>Hv)2{ZfRVM z4>KOD-nBeT+K-IN0{IdlzcWvl{9oV%0a5f`tu1BWY*(i!GH>LV$uV-&7>pV-0ZFqL zp;yC50(BJLtILhX71#mJj`Ubu-^l!>Vdk%W@*xuxy2$E58l1X8R+F ztNZkLJ74GLr~9M-03Y<}>%-shK#iI%=-YPy{`kkgVE+77eC|i-?2qFo9R#Bwvb->; z@%{Y=a>$S!5NL8Z?&OeJb9`J~+bS6AOO_@8RhW%sdrZ$DAg1N#V+C8g<7#eLjnz-Z zVvJUJjl9!x+$h|}a@wev?6vE<_a!6sG=O+1mnn)N-n?lug^BOoqhc}pM3%^Xc=RX` z^JZ|tZKM2nFPxj0A8FGGqAA`4Kr+;LRd*&k1k8QKo0QYQL%?~6*!*G{mnHI$s24*W`dbvhPi-9=BDQc0Qp$J zXR2%)ASB!4cbpCx%kF5s{+0~zx6g2V&}#xvjt~5-80la3RYhtyReKLbm%34iPhN!1 zJqIJq_cN1=9O_#ToxAkl;x`55%9KXOO0MWrKL|%oo-+;4>eZ`{g$oy&N;9Djf0POS z9HX03Da?|sO`u{iEpy#bp15D$l)bzzF3nI$FOsAc;Ra9o*Y(7Z23{t>dgBl-lyjr7OQwUt zs+}rtwPK1D!ersiojDQMN?AOy1&LlO88kJ<9}I5b zje}!Vzb%LWC;A;gU{b1D0B)$HJ13Q#G_p%7vqc#)Q(9Vm8B}&i5&WXO0x|2)SyAN9 z7(xZLYL%8OmWNFCj!i=x{G&bw5MOa(%ATOETaw9!A<7}d-&JiyQ~HR^^7Q0D>=_xr z3xxYI%Z|)xyl~^axKcQ9JvoTrZsn57aI9gH<(C!46Rswb)jEix_^)}KM9F2hSklWM zp+0#LW6zKHw%+_*Id($vfXw&WOafw6%Ka4^kaPbLnzv|8*?1FAUwuHk##OLqgw3pW zvOB5}g(k?0g?5Z@;))W*i{rq-Ls+|Z3mP_5qbahMC%jm1`Q!RcJJK@)DNh5qum$4O zsUVy?7mB0DgRp0BAl9vSphE`-YS*sF??zzEXm8Bpf1EzUjxl2inj?A6276%GFi%XH zOr=1uojKDFie7q|Ubhyp(e>3$to=ZvfspCUXR90Fr9`o8%Ikf93p;+G6ZoKme?ftNapm{xo zY>|vnwI5{`kXK!m{Vz>+L!J{S{mBrtTB~TNA8usZaOau>w^s!sD^aO;0T|WD1INbO zNu9;&Y$oVhtEMJY_N-9cNDk&ibMTMy;-Cbc*uo1N2m0W?8iR8J3IxT{1cX-zIGS8~ zY{C)9hW3uKVLElZYMrT;oIFTY&^AHHMC*q`iP~asip$F4Z!1klV5qPJ^^KLIWkC-+ zw`Wm(XD*}qw}>U0q;!E6L0J7}^}Fhi@@gqpME;Jl6Lb+MT`wyo7~6&gn3H;9l9hTV zyNb5?c3l}$c3!`${n7;1MWUK|83dRq1m)_5J&@AD%dB=9s?R8gliFNv9paB>6$9~Q zF$ZEoxQNV|g8>7FqDytM!G+P3{$Uv2(2KttY{CfCU$=gxNQ@mn34;a=LCKQEkeCpN zXHO$>=dOUnjt7spZ;u2hHX|>eK8?Wp_r>x0bu?bSeJT^ z{rb6M_y})|8tudF*pNg;F@He-mahmRhz9ff4(#9Oz=;zMoIM+W3l|95Y5tVjcCtk~ z=Nm7KEP))4`2(Jl$0}*Y^KhTXS`HmDNI7)`tYWE>_IGo{6#dL|^_%(XbtD!h+A*nx z4L7*3UQ8&6b2G>iQ_1G$k`1QFyX;9Y^!^PDmAP_*_ZKG>!nFh&-cY7~Ls0sTK=|X% zFY$VH5!~Y9sCk=7AWZCF!)7uI)kV|=DUbBqwZ#m02^8fp(d%a6UTArgWh>OYQ0nL( zcUQ;HyQ-0eRx{xH6B+4`+bf&re?QUy|2W#f0P?rWbIxsC^Ns|mXiKY4b`*YE&jfoQ{A~-nMgxT!au>+OAtb}}2EIqq* z=E8Q+)FoWJWQqCSj=hJ`qh2_65A#NgFN4sjeH%2WT@@2r_@jL_J0?$=j^tT$(W*^b zeEZ#Z7&3GO0X7;vd-O!n$Y9i@lnwGOfWH0uA%0pM$`uL1pn4vrXztBfVqO;WJ2jDt zWP(4hRRwcPG4Y-ZE}PeyGECHe=44zH8deO!mt{+!P1PWrnkps9`AV?XaTSRc@AYad$0|G@kN^0JO57A158<5h!C2Sd3xn#o@!}^Kl4)csON3w~$BVKAYafKdlq1s)XFq}Sy*x-dN$4N7`YN`Hzd{{q+`3Qmv|ASy1) z1hP_&Yh~F#HUv}JafRycz?mrl7}C%WojY|Qc*LV_rNY?U-vbZkaA6@J3d{wH%1pV= zi}*&81G`5Bo9|3)>1RS4GG~UNb-6-l_oWy5)R5GO!O)?@P_=3`0?bale)A3;JGI2h zRlWoSo{QUd%2)!*!*HBA7lc)-?O3uj5UW=QV$GT$vdKVf+h)h!y_5&1dD63DOs&K> zZ^#nI_@aCFE?BdA1KDF!B&Yb`jW#il*KY*l z%2fx{0`<(9K)x4%eftBjZF>M#ukq)F=8x1=KTM7DCV+Z!|2;5ppgTqoJSUTV&LFTR z^LWgjZKHhm$BGpJ*tE%kox6f?=y0$JFxNPFQrR{kxJX8tmd;~y#X(8Uk;QX*Pgy)< z_@~H3#@jHUpD$7g$j1)*;kxXc%9SR|yt2v*8F3aUI>&V_&@+8-adIJCoI>`=#Z|V% z8(g4o67=-GK9@;Zt(e6PgMAU--q$S9QUqfA3aEa+PBuTwd1A3eD+W<)&MAw3*!HCX zL=6GpANSP2-wro4a87s#PmAZrqrQU=C7JQt;VlpYzxqF+ITt4H|^wCr%pBTexV6 zG2!gnZv|+tTfYJ2D^|tPW2ex)TQ{mYGOjMZ=-;=Gc|Y^oO%#m^L-At8@WW4kG_MUE zJ_u+3l8Se&6t&5mWgY#7t7Fs8J1Pi)@ge(avb+^`6xdz)B*QjpF3wAPlIdz)#gGq;zYb zazeOWnHatM569%D`AvCt9WNEdkY`^1*@QdrWWHae((MuWc69_< zNvJ9O864Vp_%rb_^TggEi}Xv2B+J4(xNs`NbZ{ znBswJi5@)u9$bjrkVW~deEciZU639}Kul7v6)sW)#w&^5NSp3%!g4N8cg6XsZkW-= z4V#B5W=-?f-+-y+ixh?Koq#AXwB&C&BZnoAza#7WfoxC=(a8!0gaX9BA8CYtJ>Ha{ z*bM)2tciL4r@ghw1}l*%5)gCQqP{Os{Be6lIM9X1B?%)(jx@o|ntuv# zb}g6>%U7+(wVQWPy;eQ6@7xR9_Z~&77A;UNv;exaZ)qB-_3F_T)uZzv%J!+LGkA;F zd1@ycnm22Ld-v{R)7EXMQYr-HqP)4lF30v=dr`S;QPe7u58FqEVn#bZ3>`d(AUTrf zX)1;d8;128HevtKb7)kf98OLOz|UKYo6MbCv%`&(sq)LZ&C>gl`&RH+^rEIV5}%o{3Qk8#L5rRrXRbRQW6N3?9N&G(Et?m1SgdRg_#w z;~!WVNXg3|lAVmS^l~CMK9r1#OiF;JC~rw$F*fyvmCes$Zc2NST_6z0IJvhD_Mtph z1iam_Nl{a=B@Hn|(cnE~f>T=inDSd!5`!o`c|j4~WmAxoMUAy(YY?!AUJD5ICtfVK z;tg*R5S6F6Yc#=qX@s%kDB54>ul-fUk!AgYO#0xvl@T~GF_0|QW^5+vYayGYD(fg- zQjEy*%CKw$#W<%Y&c~PV07udR80BKdQk;HudoGat|5@dX_1g9vn zx)=ggVSMvV5sVsTBLf^rCb$!wyR;$bcoX!3IKnV~yq~$)bbIycYgDaPoD<&%_wI7F zejbUZ&!Wf}xzci|my1Bp#0Fk-=Wok4C?KT7<&YD^8h*Uk>`)uqd-wFdjrTSaDE{aP z=h{QEXsVMNHv+kxKwP>^R(r;7yygcE1{hoDwrvh<+2SDcwHtOhTmVQ`disnXQc`^} zU;x2&8UZvZkc`oegnnL_(4-J1G%bJ`tqWjwr$SiX!v$Lgx?!Kv87HWMlNT>kvKKOn z*Ib|!^s8==_vYAee!3l_nkX+?i?^NXNA_etzHcX>%HHfvwphflK>?x#gjPt-cUvkL zhWID4!hcX2|4f$nBPFvy?~i+GnW4wd@yq_YrdX^1@#o!EHEl6PHN%$;@`tSz@o-rw z%;^?HvfzW55FbpKG?nV1Di^JRXxXeWiiNnLVYvV_t5KYwnIDZxxuI1>Z%l3JP1YO2 zW8jA7rM|$_79Pl%7lDm~12L_&H_lSs45;IYhzJ7K#7U^%s2Pd`d}6xz6?5c=!z({O z=R=7Zjni@As1WuU=FDG8#c&&~TDL`|s&(O3s1Vv#55~Z{-o^nlq@JtsFZ8M#jIK?} zVR&N#S~DA(HmZ-(<*Q;^d=k&;KF;xWTo{+5YK__$Mu6?yxwEO2Shkod__!gpOMvO? zvT0Z_(q=eJ>fP(rMGY}hAqT_yv@)IHX~0%;SVLg=oI?lXT2hdyHgaIRWVlvu1z&QtAdpGs z+~)ozcl5!EzJ6wfDG^c#0iOBLxU>h(#>q~hI%=Utz8~X(DHpDU@=p*+$-Hi0ka5B& zsMFXo2($_X+DNwiaY|C-QXW{;(}6FG_@QCNP|WJg3ul26r7Bh6~0&>wRwxp*XZ z@?a1~h2g8tp0;#Ga9MG^th;E7xtq%GGO8q2iZ_Emj8g%lP2n7(cYF8HMAg zFCi`M4rOjb%$etgUcCd!l%`VhE=9e1kpvJjv>Z+V1z6u9qkj}(9sXkoIg&W_&AJf~5NjR`_Pzcr!3C3n# zfT~zCqNyL%Kp2@(5IR-Li#BCH!;ayypZjy}`*Pldks(^a*p}_Eqyb3FVN$^WB2F~H zUk}zbj|GGRzd!A*WdKkzSysU69-(=My@d@z{< zS3zDp_Z||2(#bNG68MtkM4_BW@Wl;+nA(VD#<`m+64xpJ6r?SXlY_(=34Ub;C5Rjl z{4v?^?#tNB9aSY>fr(IApI3aKn3*cw>>L?@q|W|GOCZ}Mcqu2?O0SV;Sl}v0iU3Kj zcPj!U}$>AF*!NyL~sfs(I{r@>mP(h*FhuLv( zTriGv5@{uswC-ES8}oYxngc8lb5d;CM0G4~@Yu}iY$K?;qgzc*kh0z=PN4O3`y730 zd62G0neRSasE{EglXJ1*$y4ZnjLNMmd12@7{bo{Z*>x1nN*BQ6`6|ccgWe6JP^+{9 zz8-yh6&x^(G)g^Rq&xD-0W zMTI~mu)1}NV0>Fq1i^+izJ3#7YM58C(*xuH%#Y3_53+k&bvH!4??h#3u52C z!DNbZh{)*@YU(duyvTX-P@j`@=A^t!#lUS}zu{wI3>74<_NLAp>HGJ|?jP|y5EKQ1 z>fxecu}HfC;b&x;+Bb#ws7byF0#~Tcb+S%X&c0>^aa(d+%+qqjynY>mgNH)MYW#8G zVhDj%|C4}x*9STL?R#5nc*sTk*^*$qS{aMyD=3>5#+q2RLG`>59vXxIe?N4n?1inv z9auLw2x|t1QcVP7QE!KlT621ZU}7s9YLyK|{LDF6xMVfzln=+GmY&!$RINcRN1tSx z%r%O4lcU7~#xj)4)$y;#8so=pmHC?GkdrO(e-R}Ag|GkX@h155zB<22Wb3`Aysydc zm$hU!LGhP8Rgj)i(vxaTcif}>7GO|26wkXOG zpg#G$5U(Fk&SizZ6voksAto_m8;{$axncNWV=Q)Y(dgQ)DgMOy`M)?HTet0qBS)={ zddaeJevuC`v4y$)Vw|hpFe5P;HNPx{-qi~kX4$ZAEp+YC4{d7~GiJ0mD=ZJQQB^#y z`VT4%sL&_Hj4B#Mcp`NwVkGjTN=0&-KAcBvA=%R+pxEBjPTpoQP%+&*ljbAIhMCGZH|Io~fKN?2u}HC0u}ZZH-8wwb6ymH_ zEDG=I&7mOE9O%*!~F$`Ekzo%_pm9vR}F7Upd6pTG% z!r|-oJ6jYmo}#q)icIn`Poxz>#A7^HF;=cMz-MixOu`}r2y%&bmbu~HL zn!K3_R_x}PX`#m9)S`k9`t}=)g$ovkY>liYDLO6NyikYk{S8hj}Hg0(TA%?6?cEoV9 zu`pz2a-qu(z;jCJ9Xn*lgrA#TS}l5d^RM_sNp) zE3C$!pvd!fOTC~ue{z|l08#t&%e;je@(c@;;NmNKm{Be;zyykBeON6Vi0>w!A>Rg7?VP5eS>ECA-({Au@>I2u>P)LfJ~Y0sztlrL2n=^0nCb=!6X zI6^V4ouBC$6W^5}$+$^UO`D;1-3Dk@!4Jb5`cn4$VoLi^9GIwr7F2pNyYom@q$gbXEE2(tu= z`?#o!)gGS^jJ5sk7}d}l@ooLElb9d}&tuMy7xGqh#8V@a>8xJyn zOIa%!iJ=%+&mGxwM1vK#r~;O%cWB9ZCm_98%GJMb0HOo(8zZ!fOChwW9B4veZi@XS zt4Kt!DGJ)Aq6cLM*%DV86}Zsv=|AaSfP9btRbFe^K=+LaM!~$l_pS}K6~ytlNCINC zId)>0h9z@fZzfUBjkjShCv?3M?x|VCE?qjKTN_uT9rVM)3_G?iwxfJeFH|V*gB453XvqLyzKq~RmOUx@2+8=@v-2X-BADj0QXC@=S z&j+n8Xa-Vl*=|+cL_`%*;%(Y?+yvA&D_|VrI*h zY}qo%GD8?9xx;s6?j8E;RqbOXbJu%MYn|1CR(GFszOQ!GM!B-M$J8)I(o<~p?5qUb zU840~meMp1-Rry1tzHB+^bf}P7Cy$p`}H4yX7#IBwVG6$5egcA`EH-{I;&5l@_fH0 zlmCWCKKK4zs?BF)pUUW1+B*{Us+B?gIyEq;Sp@E6Mp@8A{=(cP30OBM2AAe3?THMS z3QTHDr0E4^^OOC_NFU%rPh!Nfap5>mEGXDVApe;1`Y;XPAsY65F}S-alz@1d+M9s* z^l3aEJ)}e?AU?<@Kx|SM8vzebfK2YwX|%*WLTpN%z-!}>NE{f)O}C7UP~}TID;N+K zN=uCbHNV+1w+*^kHz>+x5=-l=JjjACd|mnDJ|RQQ>=|Z*p9GWwKLL+YVa{pV{-8)} zzoljl>j#G0_nS$Bw+(e;-)Ltpf?AX3E0RU9(hL;=sVs-xI0Cllv=XP~FO)>CTsjV$ zx9-5ArK{1gK@zUc4o7xIBP=2=03}X z^5#uEK_~{Fo}zJjTndZG(l>6BFVCqde*TR2=UFli9}dORWkqrHm^#K1IcDPQ=ZR2!-l1?cdxqgxNtKof^3rK{VbNUH_@cJBGLjx0i%40)<8m1`JSYB zFtW1ztn^R0iJBpu|3nQ*Tm+~{ezr*d-OcCu;wk}AbEoq(74o4A4SSC0jeH zzC+qvepZIbM7Mh?6kAr{G8K=Yo}Lx~j|*jd@M5;L51f5bPqLs$-Uo8dllwa^lQ# zu7#z%-#pYCLFIbZrc11k`|B;=>(+v3G^|Rc_2Mo5^q2oZkM2D%rb!80rGmOmGNew} z3&;SqHw)A91h|h#a0(8_;kzG7(=bP3+-81X&lniWknH^{`0YHCi3bt1SdT9b%ov6ltlI_^ni$ zf;FWuvy&S`ng;Xzlpp0VWG4_)8fuHAxfq>kY4e}G#-00*(115txrgf9E4RYJZXxK@ ztQu;U=Vq-Ri~cPVDd)qGR!uVB8)Yg~Luhz3hBpo3dD2)db(!BoKFKq)c#W2XV&Y_f zRIU<65Soo0JNBbaovIi(C=l)2`|x+u?VO)JeMReE0kdX%W8Z!k_U?02635}>$poA_ z6>E(?lpfQsUo?96PDRgN<{}TV1}nSQU)np-L3h zRhu7?pqR^rdMitP5`74Y{wBNg$s`4c`}Xm*xL)qvqw&abnn|elq8d#+%BSS#@j#D{ zxu$qLBs;yI9gUIQ!Vwl6fe8O%I5bw*Q2{yK3%NMNSfn(R;uUZArG1-LSi5nn1sjyu z+`fI9_2z8bqy|>4-+}Hu`;tL!vvVCcb{sm_48S3>r5773P^znSSXHvax|VY&FjUG7 zE~eSflFv>aVnh5)Rw%!r@@CbDRj#M6$r$a}QGuT?h3iT!uu^bxS|aMkd7w>&;^NTmo*~a$F;W2MXnPI zVAG_wVHRY1x<>mZ2|EckJ4bLYFISy+Im_;lKTi?oUiHbS-tQG1U26F7I?DA>5>L4& z9&@ieBtU7z@Y6M9tt*KQ0>35BaYxleR#r*lw}i$|?l|-LrdXDUfK@re*XO!Xr&6-* zo8SK7Ph4-k(XwoD%gmVFNmDUHi5<#7ambVusN8IM3#mE|aJ_z85@*iFV8Mb2T)Cz! z2P%Pl5~s&X9h2&zilUNw_{gnpH%_BbwVqckY2G8!;`>B+0%C4P7(b)}AhhO+B3s&w zI{2#cBazlB8I#(Dl0Aw>E5}gzcA6)v6dOnODk<|c*`=oE-!>m1pU0E528{$x8>++$ zrwR`-KTEz=iVjam7etXGHG9zUVs$jxl=27P_dMhxRs>BlR};9jh;0ZpWzLfodgOcQ z;7w7eU6G|XWNlgVqmWuN5gCiuVDhX?bf_0+zQB(s#=zg}S3s^cO^tlho;F!mlghPu@&p;sLr^lB7^-f0amylt|L zIk4%6OI24ZM(jrZ>M(p+;Ku3C{V9j*;_cgSY!eI`JRGy<1Y`Yr%BH3@v3Bha4Cp@^ zow$$|EhgJvOh6&S63bddM!Ikzt*v$G4k929A^3eq2Du9f2_YCe){g+oKs3LWHVkXl zxiBw1kgpeqqeq<~3vjmMzAT&Af0h#2Zd_}H9Q8--xkwh^{rY37us8J z~zL{T3~~FQNBV=B2;jqdp!++`V|mkBf~JS2gw7$^h<(b0r!Ven(i+q zu8;}dTNaMH>Yb{2Hw3;%E25|{9gw`Qu@0K%xg^5WoD!v#o@Nzco6BJNfFz`)HbRfC zoiV5d@~LIm*|6L83=M zl)wDV+mZysWXDxRl}td4vPj@V%8O^Dk1q+1_p`#0ONn)Nekiij<-`m%|6QSEbbv;! z$P=)8bR^adAhHuQoqA(ctndv8Oajk43*ELj)WuhGQbd^_E3Jm$qDge}-6@j&`E-@N zX`XBlPLYMmf2q_SD}R&b=j#eQm4>6Pxmpx95QpDuEWoOM0&2&qYv$_nHHz*!K1Kb% zfLJ$F3DI9}OvI6K5oB8al*O7h7-pI6s(4X{>*NS8)JpNgronO(grQ4yPb}{l1ZB%> zk?1wW81*Q>sXmKltt{;oVeQbr=FQaKb-h#;BwwczMbFHLH%r{CMH{5HY>CMoV=Yql zJr~`P2@&X())1c@{|tTmIjI!?{5R02XE&_q8NiL2fRmFW?0sYqYz~MP6&IO?t3O;7 zh5|~~oV%eIFwjLwJO(SdIT|&tOpuBr$RwcOfBa4rXi;yR~VvW*c~wjvm<+qej{yYRQa{SyNR z4#)iYfq4BU92YOSu!IIrGJV*vC|dM#d{4C%Ba43;!UY+Q*RNd!Z3SB*v1M~OX3Y#G zAo6+<)Sp;MqFQ~?+H+mz-RFAD<+){t;QBQ$N@ITlU^xF@RXGt@vV_L>VH9rN^2LoT zFYDc?He`xeJ54F%o1`%(Q+)G96b29Z05fNJ%<~JU)VqJ|2BrRUn|aZJoSaU&@TE zTG!3&?83nb1lkRyjcKW!ml{gQmxv4P3=ri*{1aK^Zx7bA(mnM>lzcRn$j>0TEm^H` zx-&aRVf@6Yc=z@9ShQp%8a8fX!{dJHBj#L=45=mt2}-@ zPz`@LQXfAatcEYPm%+QOrD1K?Hmf_hI*Zd7@Z8moP3Q3St}6J1*K$+;0H`sn0$1AW z3%f;7MaEECQ_6E6D!3~GB8B)!fusWj$fq&*;>$#=TOWbVTNEf%3K;j$6XL=PO`>!v zv0l7PfycS?a%@vhJP5Vu;@97n!;`y2*Ubb;BCJJt$hfq*^{AXW9bfM#Pb*dtSLVlC zcbnVuT{iGZKCygFpj)13?fvI=4z_N#cNWWs$A$YI5S51VfGqMp*`$WMXoF{G#$flz zNDFGHVnq`3MmlLP7o~iUvH;34blUsy;OnR{gUWeMPF6B4nHzyqpYy3kfbu!YUN<&L zCMjpRD7Xs0m8T@YR>KD|O(l0~Y@)LEXQu^X(;&(6Fm&(M9eWRaf;P$ROSFOr4H&#+cZO}9}K((H#wS39X;Z)3Ufwzr7 zjcQd96CH`+BZg!6s0rxWK*{QHc)N}UXq{e|I068@$`MNwE`L+eH3m|xpAXfl#vl+g24n>GJDF9W&B+7WvWxn zxpRK+Q*G4t%SpK@44^!F7H)+B3n^!=Une_zEd5z|x zQ-?H5zE*Ai|Jk zABbJm7?azF5r(C90(f5akFOKysm&TvNm1cVb>Y)Vp=ebnnT&cN2KMjA_ZL}-HUG7StbKCqQ;Z)!0i#Bb z#n2&x(X}q`F%{%10+kr|7u+|$|D+cF{&_R}<4h|4b+)yo7yaXm${1VVe?Q})M;)hH zShEe)b}MlCW^-w4_Np`?Wnze(eoOpO8lT*0yGAE?VoB^oRHgkwVMAoEimBjDYl*b4M-*5Ru$M;})6~HIN8AXG8$cQF$yV`_O3Bf&UMw0_j>55% zpWC8axn=_wbf}FJmF07KwmJSmF;6wP9N&tYi5Asi$22A;tCK9xNli0*)CnM)NW@RO zOOX}w|9Eq6&yT>dvAzUUx5;n~&)zcFjb`QiFrrxquFj?O;WbgPNk&8dN_}39fPJ>w z0rVG?c~2E&$stSUjeq%)mXWL|FHiEoZTWd;&PHKwy6!PqbpZjCz+}ES0@D*pR53-B z=e>N9i~?CsvbAg1+}OQ445v>Cz<9ooDQWJ9SZD1g1haxC5x8!~b{lbz>}wy_5z)6);&h{ct-w02;BXL-~wP)i~lcjg#7$ z322`Yu=ApDJTnTjI=HZ+cOY(Mki8JV)igx&!Uc+XOO#)$oLaX5k|f+avK!4ZX<98F z=PupAt(?1PRJ#&3^b0oCp}&8%)oER&;Z@2g&>*w3GpQbWM_A6A8qTT*pQQBmkqOow zE@x?J+*?rw`^G0@Z2KfE>>17Vq;;zGuIvNl&uKlsKQ<)UYqqJAh|XzkP`7S9EL@n0 zX)|UcJ|+^|$jVg^AsM-LU?dt;FM~RDYFne&GUY0vbhIyyPjp!W1cA$U+e-2MVy*G( z|NP_MSg~Ry7A;zg-~aKyY1r0aLc1s|>*j;bU3=kw|Nc*?w_)ps)o^ZVu$A7<>yd~u z$+4)-_ZU5940`q*ggAFFuB5AKtfZyesfmRW&J{%Z?csX(uR}^Rs&771Rq*_d$8Ys` zq#^!zv@wr{7L3wdWd%lch~QYt9>Gp3R73kepBarQ?L#e&@piN0PLSJ8%JPYDWgqYR zGwzG0>c|w0vEu@)g!J9JM7({MjCWrUkH`}5=Bfpv8y@pB{4sHgKdr3%II0{VtIFpB zIz`L&5yA13Slru3$+9;b_YSylpB7nTM6b?`Kzf&8%U;*y{Le|fKbsMQv$Nxom08l} zlqlG7o2*aWYXqV;*^bg$ASf^t5DEmG30|bRVuF;muhx=%kVS$EMstplo*i9^@MrLcBTEdQTC z&hrrvzamJT-zIN1eSTc zelHy`v#Jwyj}aiy&>cM*h4~98lU|bO{T0m)`Nq!F>a?ug6q#T|- z3*!-rCj=;s7I^%S$0GuqqQV3&r?r=c*{ch-`WrgHry$A3O<~+z1RAn8rP}B{EkexK z62o(tB3UgL>z+N)SWh|r`VGNc?D2`B#56FuA-F|mc;%7+v4kCx&1x{KDi<}05PMZh zkNPNT$i3L14cI5(>v{+X1(13CTzLX*O7M4A$y|6%9v%wCgF_*>e~^DW%=e@L(6~~k zOB1gT0a3=tqR;ZxE_YdWLzSdpBqS!IMva>2P&XdOClvazlu=L;cb1gIi00u4@hyg8 zML(dl^v35i5(tPf*h;`UGC3YQN5nw$QM7K_R`Io*y`8)Epl{y+=v+GlYx=vfnd|4H zNeMVKE|#hy#u^-)pQAmNf-^G{F}-a7>XeVgqNOV_W%6X}f2g_1azkC7?Lz-nWpMJ$ z6*KC+di63;?8DdZ-mEMEOXY2)ZDQaPDyqIs1CgM_o6|kQBu~22uVJ1=FuV=@dH#H#I$!*2VZ}kgtclYvL%x1Bo1fK#o+Ma zDD2o7i6u+JF@9noJU%_+kF4xKtXM^sH#G#?w@K!3Gr#7-q}+H!Np<&r81BfqO>6$> z8s*+3GPhPiSk{}1h_qA_!JM=fNjh3nvB34EF|JjxrP}EC0z$RdQ4XP^&jLTmP6475 zsBqf-3#bg?6&2x2)eba<4&6Ie-zunK|^Y|XJ=2i_t zs;-4syy&m_f%QxK7~p)fm6F*U!;;|97O7QM{K|e2=-iI?U3Z8X;Q4MOAk z^)P4tVx+ccg$2FBP>>TzP~!$xr1pIp%Mr}pf|92X z2zE+WQ5l}1yiO9eT5xF;X|Mx`1hppuviE?d=cwtcI%q37TU9D*@&AN?mVGA@)24;s z>{(T$==u78zNWyHuTuz$Z{9@Vz=22$uzc~Q{GBeYJ^B8Wp5rjY%VdXFF6kf}z3OGa z`|4F3R*@;MTEN^hk`2d8NPhYYgZ6yfM}x*_<1#o^~GySE3(D=Jg+={ zru&b0p3ixGxKW;Ok-=2oPJ%brpp=cIvx0$AI!cFXTfPVe4jg3nb@u#aH2!{;J|(vP zh?}&B1sr}|dqqC@0L?1~{gTDdth^ttr^lM_T5c(2C=`z8%(;6HDRFKjgcV0}lt01J z9}CDD=X8z1%r23b+bt3q{MmXV_KiZ0d#gunUvz3*8Y2hyL5GGV z?dNJ0%V7Qb4H!3J5@I6)u%sLBH&@x?bk+Bu9FH5{u4xCwyj zSnYI@QQ*-DlxSj~Qh1aI&%G+vOA@1eW<9EyK@op-&o5ZXwL?;%OcABhNL_xvr!pmY zSqB_Rggzn|&gvM#=ZP2*NO?U~HvE!%^NZsI)mQS3$Kmwp7&2cMh71icH_NMhC9%s!b6_u8J)3a2PhFV5j2Uz$jZ8*i*d-9J)_| zA!LEU1l<($>fHyUM~^n&l#iD;4UQ7C;5Ip53x31R4{3K5WZV@ziF6`dpw!b^2b*lVu7@`17j7xxMz{tM|+*D7T z$8}M72ow!O2`Uco@v#4=?7bIkpeUAD$Ut9^olTq=j1wmmJdw}PVWaA}UHJLL5Z}Iy zwDg(j(}O8txR#80N>=m!OEOam3k^yg+3+HEqqkLi*fwCzHEKk|aFC!i6qPGiLECm|$Xv1totjt2y%T4eChQDmq^(6nwPj2JNj!-fw-_3G83XmgKV{n4&&f>obP zZtup_wn3QFDa2-!{Jg6au24d2n&Fi>QP?yv4E^7O|Bt`<8L5qGph;Oz^lco4ts~+n zZ7Y!ZQgW9L!NB1Yv1HX|G_PBp`zZ#_;C%ud4=F*7FEuw4fl+=@rN$|eEM_g0sK4pC zlD<-l+Q&MCG0s5xX!9M)_4b-f{OfIHaA#?f)gqsr8H*owr115Ut)1TS2~pTiHMwH7 zf_yG4<^L}i!{6q%`B6`vl*YH;l)-Bn#}_ZSuatIk^rW9nNz;6c`+2nVcSEs#M;Ine z4#Lu9nwb&GMH-LXdvVBEMD{W)#O5Wdf+LSs^d3P=18QFIBt&DCgQyCTI}2QxN|~!H zcIkhW?CFI6GbN`GL}h`s=p>1_8Qd+_nl&6ZgsmX)< zECM1WXDfQG#i`lHsg(oq;Ri(!=2sjeTZS5Fsk`@lN>@eEH1K*ZFQ$(4E@7yd?2G9$ z=bEo%kZNProR~ahe*Ob0}l=f=e@KWLb zRS7mwt92zGR7>XSyY&hH$6c4=Mk`MJxqc;hgpJ=xCA7z7t6{c20JNAPKO3Jf2CL8V?p?G2;*1%=mgAVu&!t1J zqajpRu23$^hxi^86+F@Z-Mvex!)vm4ub6BQG{*Ffs#{Dl2it4BdZWe>R3!p#zQ1!s z;Mt29``%%aWWP@W@%TBx{0gtx1~o6?`H>;YxT}YsHnl2OHVq6$_bzF8`{j4Mo>x$% zN>!xREsGsPgSj@jVVCiGFL0wr0~fq~6oGXBuuQbCb&VHA z)edjjy4Cs{s^8)5oV%DlWde4NEr&lGs%1f!?{-zO9K|1ZmPOXWM9k{MYqhF0{{BfN z%z}9Li@X zR_R2X6?xWuP-corV&aT^>F+kDSapo5pB5ne361Lzfds%ndxh)Emd5-NTlM4EFT^x_4y$Otq$o#aK z34#K{oD6OnN+U@S%`;GQSp_%>xba^|9ufqc7CrG67*Tf%(Pu@OH6~PZOJ?yz)eQ1$ z(s4z36@7D>C{V8QQHjxdKLMgX=z^Fql;;c>F zFNYIM(Q*I2W~ca(5r$#^eizoRrBTbH(IXHF5KS%<5EWPvs5v#sWH-CjQ76>8*f=v? zxXB5&O2oc;)!P9?g5fnDs%=&-*{xfVls+yT`Gg=%V=jhxH`f`HDnL{q<@MV{V~P%V zJAf!~6d)EnbK5ztTOWu41AMS(MIatrq(olNwY@NyYlsF$zC*5GWeli`%9v)p=-jC@ z{_)R$;q|+(P_29tmi6!@n~CQ7=4*3Le7!}%xyWC@Plwv@ujm(rIwk#VEa$Y2l<`Xy zAah$5f;u*}=b8!#3_~X5I3F z#zo%by%c!iHf4Cg_pi}Iu5&#$M18=M0BVdOjd?d zkz!y-OMZtyn4O_c+ms^Qc~&$y(vnS|5J)Gr z3Bf1h!*OhEAT+OaK*K;RS-Am!{p(-3Xx1Uw?Tdw7gKfyvg}HIa>=t4yv{5Nf}e@^F0dRUDo^=UOO;Fs6Dd z%hytEE-RoyxqS7CCqY|zjM2DuEfNbCx^Vh5KSN%i0iqb9=11!@2@n-!77*IG@b|`Y z`L}!m?u$3k*tmuAx0MpsH=}E>E|@wn0M9o|N4ZMN>%gQF+UAhmvZ^sMcJ)H)^6yk12cZ6Vbc9v*?2vu0!A z;^nAXCfa5bDPuzHO{zv~Rjwn;^dNZY&@2>nv$xVevTZ%e*DhtLT-?_L%rAFP?THa? zErmxb<8Y1YB8N&-0Z3JIi72Uu!udG_x}Fi3(l*qBPDdv><-sbU)qeSs>Pp@374X?V zEe3Nk!tjD@Q0Zlgi9CA3`$+&)|IPdYf?_@~fW+WYel$FepY+9pe1BwXsQ4W}G8JE3 zzvYXoH@s}Tq^bpu9(7^txL|DFL56TXj9?bYn=ctBpd$m|CRIlq>pV=Up}8qJ3%D>B zsXZ7s4HwFNvOpbrzB1_b!L2`_E+7wQF>!Os3YbrjfI*-*y%}9YDREs^vwU|E zFFyZAPE}E9b9nPm4Wl{0$-v~3R9@0`(*H53{47hAyQshExda_iZ~ZSngJk*_lr2{? z63p+Z$dy``|8{Q~jBFl+sJJp1HF^xHRj-YDC4DXW{lm6I9GMu64oxdtQ_c3RQ?aD4 z3f<$;s9G|v-O4o!I&=11>umE*1?)D1CJ6_|Mq7H)iarrGXnSBoUtFA}>3%vd$u6A- zZyv9)MX|YHWFb|NVpS=;&W~5{nlIzMSi#LrAbGSp0{PiabXFZ^p1zX!wIiF%}%zPbKn(^7+*prPL@L zC;&HaI6&we#c}Ow2@CuvJ?FDCF6)PQnKDWZa2q@u*Wd1*xst(ik|`{LrC8m^@`FG8SZ_VR?0u4?vd|RdD9~ zHOpXVSiQ7$+xgokRcYu`&^XxxGv;REr=NbtvgIq#vVuSMjUdy{Ot2c~-yI|<9<0vw z7ej{DlMLvDG0O87E@RoUWrzp~K&_I2wibWdS<*`CR&Uyk-~aK?*tBsyY9|yyr)E`= zO*#JX;X`!k(gk<#-bK51?NOm}HT>(}YTgAjZr&Px{(*S$>K)#G{Uas~?TijpilcLf zwwN(z0XlZ=Y1Lc`VE(YP6!*0=_E%LuYBi?lvlQZv5z*LB=9ahIsp%J6)Si=Ce89E* zgy8jLZ5&?l|5f6uaR7swN1;~bvS?K!3ZG6@MN7P0+xe8{liP;aq|2-f?Pn(oLyciA z5=~YrOb{l?fZbeA2ALj#<44J0UnSu2L*kYc3)kGUC&Z5e?yE-x+b0Ql`XmV+J$id$ z&jBywQ0m;e>&GJiw`pZ>N~+xO#@h_!!DQqISNDqzzaUOmP~&<`Vqw zQfAyC5bEcgj6fbi_Q8IM(9sGC#Kh{O#;IQ@AKpy5)_qB`GCOqELS;) zVoq-C+aG50O&0PRw`miE5hKPDH1aWa>?{l(!9H#S30!h{X*IuUsY|Uh^ayB=db8g`>yZm^F)F zc+X`%Z~>wW_#-moyZ6Fy@>B$_UZVn0(6J*y@i0FB{0tg4YJ%o1QqiPoGXl@Q?K;({QQMl6o|~PB zQIw_Ct5ia%Qe{x5W>o|S`kSA!WojGrYf%!fx7I+;vWi$eC=pZJhoekF1WI^%Vak*# z_FCV3`<)G+nwP$S=MrS4vq}o@(zv7irW=|;1G?Nn2a}Xzc64dmk@$E zb2G4h<95`qoP?6eNxatY@cPX=q_u92p$$r4RO@K;?b;f(tCq#cW>k`k6RZSP-D_UF zXNq#Ge^c{K9c-_NMd)bv?n8y>5p)Jk377z4!gP9YdDWEB4J=f7g( z=50u=5{9X512Ki`c+bdi+*`u;AdU!BmAxV?5P?t(L0F==gdU}~UTlxY+DQ>uGA0~f zpDBaaCrcs!a15S)9EZ0ji3z7l;fqgsU5|6!?n!{h;6dZjx=m>u{KONv4}A!RVv9V< zyMg>Z05@*=5EQ+TmE}nq?T68W1F&sq80Dr|SPU7DhE4_J_B>kWg#th>A~8jtsMRJC z5c8ID^AYeQ0hP5bxvZb{H+}E4>(RwjG%prc=S5+``(VeFxk^8Y!{M<}*5z15<9ZEU zd;y=e5hB19%3$lFBlbt|)kQx#DH`4D1|z*kG}aGM-jZf6h_2IGyl1G^xOENX)4))R z{M}U|Ie#Y~$h~EW=*It#az|3~gxE0pCj_K->mrfS(FX(j_s8Yyx1sW>s9;Z<{-@gN z-t~jgv5p&KT1TNx-7*+6ekv-``ucKVw5jBSQ9T-?bGw%4Kt^(Gax~duIA)~D*Xgp} zjd@Ge!CRZGu(1TMH33l!QJq4RKx~P_l+BNpM4(^|f#FIdHg5^HF{1O*L$GCQm?fcJ zycC6=y+Tm6YBD!x7@34vqyWm1)&jyjf}$Rk&Z20urQi_g3PDg(S<=%v_&@K#u<&=1 zxOeY`V!}iX#h-;UXU?O2`*vhFegwTjAEE<@j$C%6x<=n_-W-M1YhC#In^=BcH{LdFZ2PWDxK*a7!)1vTp~F`GwdJ{;4#Cwd*7i zSV~}ih7Vb<(rx&eX$10a^Vr0nsa|epgkn@PKcrR*N56*tI5maRe>u;Y>`>QND#ylU z@O`w-Rm~!!``L6ifJDh2k`&ySLf>rtJQS~aeL(PPG=X3bhQ2~VnK*Nm_?J*=gvl(TG71s!PeftVWXz_;>)kBvr)OEC`5$^;m03;V_-LGjSJW9RPh^7KSfQWDvCHLO{?4kM{#j@PL!Qd=~|@Km>r=^WC?2R&*Q$B_xqnBE}*?Nb}ssDMtLyP!jZ zlK7bCxQhn7R_RdmXG6F{x+=*$%5nNq)_*~(|M`p<^lqMl)-9T$O9O6LUR<>@*P#ZJP0RYA zOVbJ{742_H>iLvbuQbP*;I63J@o7mI(7zwD@7&{t=!tpr7ocRBO6b_7J5KUu5ANR^ z>jy;OJ4$f1n%XiXluS63#vl|oGRR!TWcfM*aHSzV;B}P`@ySZ1C(+RGdOYEAYoQzS zriAkKL-5&WE=tj8E3bS0Tpg=vG@iv+S8P>}h@#GEB+}t7dr` z&4ZSk($E*+PY6s?r~19$040!?=7R@$3f?$5hz3eL z3gxqAt0)q!L0H*2vH0$LrRn&fZ(nEn+lv?9pl;m+e0tm)x2RUG5)7|iDM3cdHT5_O zTenBi062l8yLU7j$e-sxw!Je5adC-g+&Gn>+LcVL0v0a`G$4OeAVB2jrm=X)>-lhL zC|Njv$Bp)Gvy3RucS#`_s(g>e;C=PVJt~9TOtR@Ee1HC5{_-#yDraq*L8bwg5gpys z3ze%@qak=>Ie&GkmPXxJ4^*yD7Tb3pG++r24?_^yS$vR(MVQ5mmi6$b!Rl`3{$IcQ z9mwz1=-#~- zR`m|Ri&g4WrTNa$2=FfUem!^~CZq%|&m}P;AU-4bJtb)7E)3+lc8V3$lvn9Hee3z5 za=DVG$l5fki!H-q@#R*h;KFGOrk<)%27uN}fcw=_d6dG#Lv`O@6A%^I{%UJ!%LZB5 zC&Gf8r>DnZRUdT(a>&Q>K5pwSE?IwSdOSR4&B`Rju7KV9iy<#xlGztocf=GGY!M(* zLQ{@hyY7XnSp>y1zSu&RI5Um1dOkM+H>WnKF~UsMgmR(D8BNxr0DwSI$nHdpop${C zS%Nx6#?Ey??Ox_oPtyaYUDvg@%hcTwp% zVv5QY6ObMl7h|n~npbdce&NxqVi2CJE60ngG#xJB4W+PgFs*v!AS6eWu)d9jMdnH> z9n^?2cc-NrbpuvtAI67xETQHnX&K)@}Dp$UeM zmy;>lAwbkUh{Dp|VOU9Hq^1b!POUsX^V6y1j>pSaN=|kolZ;30xzzScGgs8|=-&MZ zV_9NrZ{8;1-8=O}BwK&Q^RZ4Lu>>$0D9cF|d!(E+Kr949zQ*u0OcM%ZD2>Cp*M13yjvk4HRY-H({tuB7P7&63Y0=6$YaU*~G?N2nqx!l|? ze13`w<+=dT({d06rnj>rv5ZDReHRtX$+@GTiZ4G$D7Nhg!v`ODV*L1t`2FvHk8|g) zp?UK-T)gZ}K;$~T6^#3v`AB0e&=bHtU#n?uiCk9+#=0e!Nx_$C*0`I*O967 zZ`Q$O3D0L`G~Uu^DFQ4|{9;q0joew_D?_4!V287=j|%acT<$1^ALNHX_R{MOj?~<>CS`qFE@K)hUP6*6mQS zV#Qxtj(vXS0-9EdLTMW2S+nPGt!=c*lp{xupl!SMs7%>CZQ3+!-MW=BImBfAhK(Dn z6Snq6IfAbSv8j6M@K}vvRU58&su@odD_YEwvh}ro!v^?xl|aP`-f%q9yGFpf_y>q47;YIJXX>rMHh%K}0HpHg_#5y;$NYn>?c{bkAclpwcm zKsZJ<4?_3afmlf8xp{E74S@T6RvhlFD8<((iQnulgKxV^V)J%iWZ(1Q;fve3 zez-|Myu~Aj^0^QYZ)Ex4()D7vcC5Jh3Dt{m;~ zU5!*VbxVO0C1Wf2qC`&3f<4ERoX{%7K<4vViC8r-7DYe&H7Qp0$Z9vH_f-DZscCUY zYhDLOKD|Jr@G<3W5^khNl4`5xTM~NL^~TywyKFJ+*tv_+!-eyt{au<>MwecLP`5!7 z6sP==RQ`&aLFc2we5D4cLFOZZ)ylqMsFoanvEwG;haZ17pUvXMOE8MEs!=&^F)sm}_ zDT-+of}yHG?BLG}$exA`A7$6-`LlQE)~yCU`pD0MJnCE{W@w+wBFkJaH)ANT^_nzH zZ^)`&MG@%S=ttnFQKJ%?HYr6(>4oc8DU~mh9bPU0jTF$3`b(GHm@_vVnh~w@%gW-~ zz2!%+48hgwp{QNk0|N$(z(4;9%J7>=O%)(gIukJSvUzObk?HsepHkvIrP?W2&Fi<0 zhHO386~R_4(P4%TAPNk>;JuL#H`iQ3;pXP~ZfALJrm|#43Y@ucah4lRD!I_6T^gD- zX@qf%y^ja8Yz#JRdu2|Q{+gO#z#f`Zk7}}r+2GsXNh4=uT%Wa%G z{Tb@kZ^TXQZ$9n;{RiOug^L(Ebf|&i41!V1W=&Bi$rDZMR>mLx^xyW{OBQc0myqFA8-)*7~~cia=|eQNHc z)tbDSgq$TQI5IibI{8dXQyNYfR?{d8Y~`OH+bW1;j+jNVqT+~ei8F6WjGhp@)j3MW z&Ev>%A3S~*fZT@!zxx5Wl}mGrCh2K|SE~D9QZkR07|I6g=hs$U2BJi#bUyD|+=c5k7B43eL?|UKb@J zEs(lY&*%_=nkjzh*C^D6*F04umw>D(Tx&@2d-mvKi{r2V^LI3=T@_c;Dc^RgyG8=$ zb_zi0Ql-(ecYl;kiNpR;!8kP~+$Qp+b?k!d>>Ny=F_SmmMQbJs9*L7vRg$P+h*N^7 zg8$3ui5Sq77CbqIi>V=2uUTi&*kR3rXc))}mn-ljpjVV#-BF?~#X+eC_ZG^CD4;@_ zz-y;|k&on;B`bc)^EgV2I=?3Y@-`W?O7#d@R$50!mv=u1xpohgcu$r?Fj8{%(PJ(y z@CvwjGoKRs2HLc#gk8HOi6wCfim#oSERxS+a;j!={E7cpCR>n#zf(|V_g-H#YEltL zkDtce^aZG1GZ+&m2V%+caID)Hj;%Xf*rR5&1mx3aqbavsSVV?@g|a#8jvMzMI{9Mv z9)#n_u@Zcq2d-R`OfE(+ERO3`DT-t(fb;3;NX(cWjC?ZN>^m~p-lk}j67=|K2+mvx zri=?mlV2iL-r)m)DRMggE$;nOwpYb*QV{om!D z5Mc3p14?6#yxufSGSG5$T$mZn-zV9q%*^iLymvv^Fdzi`Mh4>c{6K-F5(vnX1$C`y(ti?WFk=u$HfrDBy=xrv78BU@i1M>+G8|NAe0!}AxfjA?38 z-@bkO@a30ZqIrv!l*FEBRlx^!%7kL`w%xdua}VV!Rzc~ql?c3-(7%6wBNGDCvwTne zT%tq??B2Z_|NFoHi?!?4BiPFWLz=sBXsn~|l%=t$zdzDCbi$wh{NKpRzKd=xD&x$w zFe{i?H;4p?YEY8((%d-iV_t9G4{J(6m8YCxwF5jnA=>gfRR$|Jl>)g^fVURJ;v9*< z!EsSoHNZ^(47ILW8nJMQzdJiC3fW62tyefPhj$xdsX*OWsFr5L2K84^Cw-;;nQM>6 z{O*Eawf_p@qNX$^80O>!7(2`&5bALJiN45@KT)8_O?8C}^=f(v++PulsT~8+x2Yc% z^$W&FQzMX-8Hu~xyvjq&njdD>6q()Ra}gL8IzlC*xmo4+Q{aQgn+*wAPRX}pm?KB! zzY|!B8mr5Qe2iO$xUgvmCCgfs0O{{eUq-!-q_2E-3ZkgCQTc^pjj|%o39Rx7YQT>2 z{t9?OWmV*RP;QhMWwRQ|m_2Vk#!sAr7FCrnt8%JDTJ>o3Z5)A_a~9z2`3tndjm*NR zZCQuPMKE;u7|O?oxN_wRVrWTgSF1=CI37*vR>Qh}AyCUP-9Sm+uXr9}q%+$Gz^gpQ7)Fm7Jq`C6^A!xH5iRM12cv+&UGQNog9WW1V}}W3kZxa_+IyJ`QzF- zg5hZ%pHZ1y3&g#wVBEe!P}uImTCy?u1FxU=#f=NT$h}D>oJ|IsLpFRr6xn2opBxCm zm2)n<$d5sO9yaZ$5vSjD0NEyjZpd<}=P*4!6RIP?FW5=Od<#HChNlR;Qs^n(YZB(dG0cFdUMUNgm zQHm12asAp{1FbQA`gCJ~>UOhe@nXxj6chCJ_D1pI#S!4|&qv2E7!wnN{Ra+W)||O0 zUyh($rZi$B{IG)Oud1G9-M!GMQ&;@qkAEVDJmmhUfblK;%-6nQNEB`@QfC^H0fN?A z?w3jJxc0`-5K|U^zoR6MPo{C{N!C1H<+@QgJw2KL8EZ{1RFp8SLkIzo#+}c*kwFEu zRD?n~j!AqCwJ4;#R?}aV7%SdD6*`G*UFubsBNnSYbx&~)Dz95}{NQosEN|B1Al%6d z#9dnX?0b~R%IUgGFf^t}DRM^%ukt4b;@TxITp}puob$svF8FPuyUOggO14=uyR zxzUzBBgUtmXKLT?gxVEtR!*W)Y7~x_j8-%%#ySAMMt zq1Q4J(WQAs3>q>5lc!80IF__lNSY+3uDm^(m*(|&WEOb_ncz%*1`UClOJh)~Ohrq& ztyQZQ{QU#)$UN{|1@Gtq82+##=-~qt53~ z)$ZttfYAwFh!r}%I|nFVzKG`g62R+(V$!5Z7(QYQdi4&)%^PkUI~I<)bAu_vC^rbc zpB&+Rdk~E`WR>bwsFFMDW_>@zCgbJis?0AK4|qJJTz!#G7O{o*y?+?4t&YI6Jz;pf zgFw2C_ihJ2%Pvah-CP4Zo#XKiH|}kU!IdRZ*gh%@;|c5=Clf@rM&QBbP~2GRg)0k- z;pS3re#)Xe(yZLhcRm^QByqGpwTJz<~pZ zB|vFd)PMm4QLkQo6far?X*ENzlmIoOV+fgP5IQ!if-$4VpbjPY&6_u^0;>SpKqbFJ zhYtAe`yVKypCTkAgoe`bf9gxoYrVGsR;;k_vlJe#U~g0@mxN|5T3D{-;g61@S;M-P zTPsEz=v#uo-4-ny*Foo60X7Rs={QP>Q=sH4vOkp`wr|%SGv_TrtEP3Zksx<@PPBC? z*Uacyox-uOhq5q&$SBo>IU2V!{&p|p2^qbhZCSZSmw+ivGOMZmsp|!*ec}_ z5lB~&_KuC@hvX((EKpFPcOtDa84>?S047k#BWSA6V%9>PFu_;Ar`I#!BnS{(^?zz0 z`*wXSvKPc)9jWwn&0AfUVi!uji+5yx3b~7#|JR<S5TkR}B@4VcN73ltv*0OR}TK!BFRzD_0_*u>-UDJk6rmNjWWl-K*D<<>Bvr%YIhB zT=+inE53T<#*u|#mP;mS|Cm7YkPFi3JxOpRC_Lit9xc}IREo&|x4&tAFjdBaD65E2 zJFO>+BXDb`FRo51j$6}xZEfA2<&EpJg3W;5m=}qhIRwNhUOY*1HBnEEY<47DBNdO>tsky?JWI5{xMZ>=YfyXUYzaPg=oJ8s5c(iKS+}=}>-yS`B zn2%2Yb^G>h`@Np$U7|R~QFa%sO~JRj%Hk^;*3&Z*$kM#gv}P&HOkav_J^GpCmh0!q zlP9QMyEZCSs>F4)8M}Aw`sH>1{~f`e&JjvEJ$CF^3-YMuzinDqt9ViAVR@Ga_KYF} zUY*2!B}M4WSpH_KQkF`iQCWYIuYCL5yZ7uz&BPK|+0Si$#W|fF7sJ`tz=W>JH=Z46ASO|(f#u9Jm@G)EU&H_YlT)0>aS+{*~^OhSECy`a=MC0Ap zWL+0xxcIe*1bT`lI{^ZDF9A7=G;Sas+Xn}tX_ZL$2LvIomo!A4{E+ue zsV8d6s!EYhKaHf!)pH0u1S&;z(JpSn?RQLz=d~TaKpY9pm7b5?b+)Q zY*o+x{5iot$Aw+H$%4o}XU&el5^myCr(Kq__>czF3E=Ra^6}XVzVD+LEGL+)>=nWd z?ri!zGO-6d@>dX?$-o{jSK11HN7nU-OzRP4tAIh$^zFtNEbbL%1J)lAOmfl#aBaF5 zZq4?yfLz|fU|w4nrje;@6Wrw{xHjDf*QR;mPCAWxCeK5F$K(DY0@*?WWF~=7z$Y+V z!gaosKlAYpfh~I>*(Cq|gr8}74=<#)Xo+omkD&j+5g6Sn6t^<`34mmse7#>7BF{z4 zQB_4dhJ+xsekBYZGz1mPB-z^2W_QNVI&Kc-*gaqC|Ql*ei~vUl%ZL`BC~qk_G7cQV~y?XyY0Z`IezQn?xRi3zQ`%Yt$ZQHiBfMIfSGA>_ndNA%ibR2zZ7sH@z46&+VJLV?E6Givl7st&kUowJ7 zGL2B)BqH~BrSRrD0f0bfZ_X1hWQID#2n{3!f&{lbZZHJ|uBXQsJ3K#A)gfekl#7zW zVt!(oY9gVUY01Uiv@%Ly*7GE#6)u+)b)>fjSH)Vy$`w@H`p#8}^R_0k>b9*`=c3@7 zheVQ+M-p74u&Te)xwxdOC_X4!0={0wty{*In-Xz(Rv5Z9PR8aP2M7-N=+eF=J{m{R z=1o#n!n%H8Xi%d9TD5MEHnrnz9FTgQONCL?m*6C6ta81*d);Jp%Jn0F8VEXaSyd?lMlr;jH)FYx+%{G~jTPh%RDE#X z`yPl+g0>z7s3Cma2pY^toIK^iCNj_&GecgGIwAU`jUhb9+!9?J!YdW;|-#$s+41tUW6jEhuF7H-Y)B{1qW zcphBD2gbRvZeX}M!|%)w!PV(xjWfKF%jXIN6&QIS-ylKfKO@Dt1i%Lb;QIvPdjz*! zf}$9retx(t7{i+s!<+@HY$Ipi%|qKd2{=zMHt;ltNI*2{tpDdV=4MiBs!zs-pkFNy z)Jgcz0&3~@KiC( zSbVdY20FuyUd>WavrYr^?LoN%-VqRb6Br8`}*V<|HpcFo*e}TYI z3QTj-ol;)K6y&ZD$SIYI7(wDBEK*Qc7^E^@C5X$w%C)Cvz>k)z+Aa_tefy5$iMT0! zB$*T~RPj4+xO|HDD3#?)v@{$)WDyi^Q956{=}o3sf-)@-r$2Y|CI#Z)#{{jjQ7BLp zlyB_#_+%NKl##;Thw`hb=1_p~#fCV1JR!>bYVzwT0{vvU>YAhM`Bt9C*Rd1i$?YW| zuId|M7fPXbfuSylUSG`ZQhG8HBYthURP4hK%rX1zHZ_TGlBpe^9x3;x(gg03SkxoL zW(Pli{sPOFufXtD%65;&=Tkz^rA2k*J$`OCyjP$8SjmMY7V4A@MPuKH5Ok_i3?GfB zHK)9>Ay#}3l_n|mVtDf~w5a03yl#^I&bWm|y#($FxI8-wP3u?3-~Rq@{PUmx!h}ha zZJ2k(N>#|fui&@8{}aZK8;f9{VpzO%6$)N_fkA^upj%h6_Z+3tkPT6;3cS=Q19Z5lXMQa3K)8$r`6mr^L(%!=)=RIQ>~HX3P%9)(vjl*+h9nX{bQLeFCC@@z9u1 zG^-Sbnib+PxQTLDC4YSX?>qk zXaxcH*d#LC%rIol@yF$`F(o#Xv~~F$JWB~RqN2AS|mQ7 z8bM&to^a#Bj0jY9dtk|m^;VIxW$QM4_rs4EKVc#U5Fl5sSb?~>IP(G4ty>rBd6?R& z4ay|AQNK(es+NpEN|Zl(HxjXM0-TDr>iBVYS^T`OGCrA65nWqUMsh-ob;6lHe?BHm zn1Db3`Og-#QO@DN|NU?4t+;*rb_2mVbLLoLc>DJ4;pOFp`VAT&GCUZGAs?VY1s58Z z(;&AnN8OE0#QC|Ut(W7Y)up+Q6Y=fVB>ZL<2?813&3R6+)n){dNXVdw{Ad`yhQVFW zNF>0O#h2UEC8zW+fariC)gnol@|vxtnfvq&|Nc(>7dNUIZ353(<4GO&$({L>>GOOI z4CN2bUl~S&9RQD|OSjVEq#!HHX|gFmRMaq+8}3f7%J?Xi-zRI|$o9r<0^%()#VZ8F zD_2XHWBt&f5R97?jI}c(?4*<%rwH3O+o<=qm8I2J_ZrG)p0vQ`!ICH(939Gw6oGM+ zi0Pe!c|r=SJ91e-Xd?#rT=@`%@{b6z8z^tLkuf>LcbwFmhsy}EeC^lkV{lpLPTlmXg{(@n{hQs57qBwryq^VLxS91u|vKu8JZ%fYV^^$9@*=GPw?Gueox~v5a}Jg@%?r+57l@})xN5G zbUg1zC|WdaVpHv!)u}+~OeRTY_CUT!fn%lu1lk-i29noico7gw;PzaC6#>zyByqs7 zP%al97C7PJ&s$1BBM9b^`HB6BE#@uZdMEHM@9mH74HUr)#g#ey8)f$01p&q`#USqJ zXMV3J^Sezk*g3=x-8;6y+pm7G+S~fIs^TKo;gow%DeZh$5g6nUk3niYwkb~v4I(puC(x9&Yrt7Z+% zpF10^nl*s;2OjV*@d24xWlNB5(V~S_t4!lH%*dFJs?}yO{*k<|G*XMX2Ne(CHQX~M))Kqb({y5cH=eF5V~NoGu*rFLF zP6XMJxK3(~#s<878;u>?Balhy`sNMg8Cj#TM9O0M6?1aJ$%rXA*X`o}6)JJ95*y$MGq8ORG*tT3KN;^^#do0>i4a8^X zZ`gI)#Le4}hUEc4ND)E>WpWlqVQPCaw}oPe1jOl{1VvA4B$7+kdzXjgvB2;?nV^`V zfY6c51avO`T=N481QkpnFdA!g0xS0y1=#;QwvnU`keW|YGWq@M3LN$Q>vb;d9O{D( zZJOah{wuus;#*X%R0&ht`qTI+M=pkYAPy&{#o?o|Vfc6~71h)boSPYrOS8hPy_Nbb zY6x4`CS|OgbMTO%cJ6Z1G;7fcJ$ny8k4A9@0N-pUfQ*mE=$4^qTHX)6>IR{DQUJ=A zjDcs75Ae~)pVV6$*op}`{Qtvo1Ne2+49dM*PS6#Ch z;7tOnW;`fzq_DLD>Bh)r{+4srx=}UsZAjL#l-7+vuZWi_R9=w@OlU=>(Y+6rt=)+Qpv6EfLs^v?g zYsYZhzU{&@0+{1NbXcMj+#rMfA{INz+60KIFnOkWWrC%~hrW90w(iv(I+Ue6ereZ# z%9P1u6#@L;PzN~4DAja91Du{+h{nUU1YI7F*Ymyjn6s4YVHp8&B>`j&fl_l?HoI|T z8VyG$p34fAR+3?g(UC>TKlqT}Yg|G{0>^}jQ_!(d83IHgtu{fO_ea5nm#f{_Ga?jm z;p$jU8Fu{!h7B2n8SMisGOY!yHfN`&xhy~P&O(=!-rbn#jcYSKt$Iqe^mhnY8Xqbk zvk7_vL6gglA2E*%QGh5AR0>Q!flnQS1dQ@KN=_H7jzm7?{9OXE0x@ES_rwbIx?+m_ zodcjjG~z)R+tMGMTQ@|nv_=@zIDqTe4-2~bV|qIuOlsqY$!+}YnAw4buX89L19|xJ zngn7g*ZiXHA!t=K0xnl1TD571#|6)^XWxFy34H$gE7YlyV(sxCt#E=Ys)&;uwOfkf8bHXI^O@Z#~CBwG-y%&VZ7~KsX!4Zr9CN?MjiI`ey`V4)oqB! zTb_e{r>;CIA=LU%!u^Z2a?ynm5HtL&(EpJQ6AH#-&ER+#f*b;2j_R53X-0*>&;dkM zu81jKzv*KP@#=LiV~zJHt@6*g@Om{j1kt^9761QpvhAt`STI8A1-YS}% z?wW>YC(M&oov+dyo^T_{r}dP-v!PO}X(?7Z5%A}0qHvw^brxmV*;&y>(fc$E`Sk{T z@Sz1@)LSukNwReVX;m{G%hqhh{RfYsxy5Vyh4Ds8j>mF?$>$l3yNly6qpdf(RQUia zdj;XUttD}EQXGahQKUN%=VtLU@aC!U=z~QBn3j-aG}LedfmVX9OIAs^u;6`RY^n;tW|Ejf{+lj=V*o$eG7=!Q(#VsaUtlGV{r} z)znrU!4g z_3k?m@ew{aH(e26ja*fgQ$$(@^fgB z8z>441&{Qx|)aR1t$@f#!)640RWQn0TG9eg8Cxltn#NmnYSkcFY zTJc3tD#{D}(&{2EDiYm$55j~gvu#$1W&vsDi7G8L^0%VP1GP&AV%ILGtW=dJVso9k zbVGD_fXxukU7Esm9fr`*a2nPT`1IsSE7e=d>$`Z#5^MLRsB}F7*Z4`((Y0GQt3Htt z9x`+o_8mHcwk;YH+(WT*STJtPcj3z|31oT6_~ZW4_}!k8WVf-{KZ<+0X%f7Be673B z`t|Egp4Y9{0RPWvtw2{mIquzw8qAn*CLxo$KlQ`iVZ#|PLmntNIdk$Xtw;tMrq z*ijx+JGkKMDZu@J=j?|Iv(^7FhFHKoth5;dpje{yMIak=dMh{y_L_IDaVIa=$C4%t2ryGQXwch{zNV~$>sMxL^YDV zbh()M5*2~Yc|hPiMTSXPDqo2@+7@}AVXvcIReu94b%ME^PS9x@hX%E)AU4W{%GK(i zYtwSLG>_JAiwe0Fp^L`Z=`Ku2^}#es5Ot>5Jd|wDqDLyJaxR)8Oof#vn%VN0vP;g> z0x~}Vpf;z#P@_}z{R?iaR|Lct1TTf$brG`WNAUB8ViIY+`Y*Zyf0Y0_rlp19+pWoV zXfS@C)XKPX-$~XUI&!>O`j-S~mDb70e`{_aZ&Zv0jb4*&yy515y|Iinn`qpiu8oUq zQ?HcOQEN({Qjp~2{*ne`Mu%|Bo;}N6JLk?_E6T4@rJ8~6_gl$^Z^*Ur{vd!U+H8T9 zJclJ}B*5x5Zmc1D`|3+tK|W7l_>>^}w7`v5FWktz8*Od5YSi$cT-K~+f~$Ou@2v9GYw^D#E71EmX)ccc@Zs_hJXtNk)H#Xi zDfLGHDTU#DF8!4c(_vRgx8Yq_n1ueDc7YM4d*T^je#vj2hoNk8EQSsnj=HsL8sk&DHFdleIKF!Q1|x>v_d(Z@dz|}JImpk}mBgM= zRBiP`(V|iyKBfWD%po);uchsHa+5P+IA=I{8kn#tJu z<8$=)r>oosq8<$zMC0U1<+0I15)f^|8YS~RGQ#W}A7tJ3;^A$_?Hna(bHl%nI13Cf zUny$8zx$93@)Q>g7pV=}$)v?^9fG<48OM-*abHpTb7AK=u;~27;379l-0;;5h;=~j+gmCh^M2lrjB&ijV7NgWG6_w|y zR$8)HJsX{qa>*QrIUhy@=5|#F#+$DwRa~4J8{G1q^nohafCIUr^I8NfIpyIUR zQTTS7daJ4PObX_8jYNy)%`sr`Ff^~3M2k-bLu)19q{gA%rVQ4wElGYw%MOo?!0@I) zXi_Bx2R}J(RSh#{&&Q081e9e2qh

iZ~`xGDjn|RvfK&S5&K7**-%FewJmu6p1Hr zUgk|Du!$k+cp|`i|FhU%Zf+!2ka>ObNhIFB;kongs%w^He)g0`LZJAH*MM?*&Kv?9 z!BMF==7UtuqSATZN26a~OyIrXqFbYgAKzE02?QMl8N|G_!1O5akgrfVV9Wc2V;332 za~c8xi~~dh2t}2ZcB1*)&ff$+V(@B~p#Ois`!=AFKU&s|!?Z3+jnMy+y-})4)+i-s zN$+qQGA2O0HCGYl5;Q`-+yqLSaAd7sPm5iwQVU=2qe!+fRi1;6$E$cgD|yZYFC|Rd z!OyDaYQrdXM{G|yl#?{Zd&AOh$T$h6Vw{RoOGM$n zcBf!u6HlAL{EvVB+ggh$9Y)b$`TSHus;|*w#-n|WKpTiPxOYcuE~`clIXO9)Fm^PO zLOjqhwE=$nhyS+fE2Yw?RoUXji!GHWW6^T7sZRFF&(^tVS?t>Xu@xrxkO8)?5`+qI zzP2t~w(fw*)8?RB%{r)Bt-7(#xpUJI5gLetW23Nrgl4^@Ahk|uEa)C#?fYhsTnuUw zjGGHf;>TU(X$+jM_Rii_gN;~TZz=$?f9*@7e7+i=h%8B=JtGN`3enot<5ShEzh8$=a=e2F0!?SFMB>IQO7qd9)kBU8_c1Lc z!BDc<nEf1FafBKD&Zd+8}P+ zA<$?7osOfEVllmaD3+3q&F>bDk0yvQl)-m9N|{eh5?H>$A9j?+?h#?=)}<5v@<0Cs z?>%Z(uZB}owJB8E=cK-f6{?WjlAkH1bngLkTCm5^ygjyrc z#XWf4mP@wFzZHhYyHi^39G)!bbEj=#6yOr8?02^3rpdVKyluOSV{ zg_&X4JTMTSj13?=q+BEzh+P#ZZH7Rp8r%zY5{sZu4`;@>#u(^J1EzY^3BvTWP&BGr9i>Z`L_~zk{#T&- z$3OiES8n8>OXCy_s9OT#MmRpfpMU#%G^$?dRl#ej5cOEpbCk{{z!Nc&u`_1KpP#LD z45k7vdfuJ+0q{6`j&kG~DW;tB1VdFlSVAukbvIT7S@PLw1txarZ|qQjc#}YQQ>!P;`zG&BbN8V1@R`G*9b?{=2K zm)pwXwR-<;NFg|;SPoiRvzj<|`V!7uypH-+Q*d>T)3WP20b^<37|iYxiBHCbTi&0j zb79GjF6Lv4By%y-!l*Z!z)7tg;4) zzvgR562DR@9>Md=jS1Ym3A~w+<`eAQwLLa(-HjeyyAbe02)MdYE_^;M5<7;HDYx{; zA_C&VE4<4C%SQKp7QWiL!D?NAnz`8VPKmIxRaY_i*CyF zd9<$nl+59H{)%$%89|H3ljmeZFL`rcMdS6mI2=42jZA{T7vIF=dsNvcr6J&o1EN<6*D)f(wlQ^Xi-nN5+Msd5vUr>eK~|YFEL^ z-T}PM0z^p?89qmPiaiSSwo=Zj|C}ZR7B)uEA#f59s*FvIfVGH~I4v;L-=C4OU7qK% zOoFTFl2poLCHV9I1d4k8>y2?#9f3GC&28m?*JgO*%5+a!cCJ54d9k;<$`vF4I-uzI z1O?dnE5zoU$`s`jItSPB0$+Q~p)^)mo|BsMpFkXrH=E*Y^Qihkl1ycJY8ardI65TV zRD-TEvBLg|`OAWk(XklXQ_3DceGwx@jHL2V(tZG6ThVWVJ^{6n^7O_{LCI33(6m`g z)T~(2(ooa_PYOdyqp(H30Os_JI8;dvMX5675fS1?AS;86j0^)kmD$akHxGaM^PjPL zC2ZVfY7FV{w4L;oP|t7M$Ja0R!rZdneY8o}zhRpPwR zxJGG|Ems~pcI?2CrOVK*VGQ~=3Zr^*Tw(hC)2C0(7pb2$TU=j%`P=`ZLP|6?_xG`u zed=VD)-VOP?>(`t$v(J6rkKS;sW^&4U%gSn0PzlG z_MLM<$l2hJyd7MCdkIK~_@O?g4Bk&Uyps%UOIiG8Uln}2qk^^JQdj7OJzV%~ru;oh zR#iTc4yPnfPWqPBB2XnM*k-+|^5YTZ<>+<^h)XPkps+|(NL11%EdT*a&Ur0b71XQP z`-Omv)<)o`v>bt^Wx5j(C6}Knp_>3%u(~96jf}R=x$0}Eik5@pqVdV3Xv<^#oS*N? zym;Q+IBPrfXnDMiCfGVW22IL%;nUA9*o{7Y?gpBaE@tyqBy*H!mf3?Wpj9eHj-8D5 zjVoeRzX&WL2+Bh1HTI5*LMG*ehUUm`w60$e*>MONSumPa4zpJACr)2LgN98puM;=! z$8Ka3s2*IV^u0w8%p&u>O15^L?BqfWmZ!UMat9^xZEn~b1iY&RPR$x7vn;sIbG|`9 z%!$LS@gewZKNpKyhVeO%F7e*$xJ>Zj^Plm#1&6~izJ(X2&(5^-JN4OlbgmbJOJrsW z5;&4sfXDygf|C1T-GDG`;&~LjXJ<;dHd)M{^(f}0$3n?%Op(m$&041|zh-4;FH}Qe zG59F^y8ucI;4xLeq;|nHG!e+7Ou9D1*Ff<)S(lP*6%|%mjC_d#B}JB>5V&&|hT_Bo zK8Nf!cM(<20zYIgc>gFc6o?kGL`qyXJVVGh zXj}=5`d&;`kM{_$x8?_8KJQtR(nT;Xm3t^t^FACfl(c?H#@V8R4}1f{(6?`2bnMa# zt*Y_btWt!v6t5{+Hd&J*r^=muvN{R<8U?}EHvoQqzK9Gcf|U4Zbm-WL(su?14H{&T zY3Db%`tE)|XQfWj77vuRQ;G1m;Bom?N(Y`Uh`Qf*Af4g>UgL+9t zY$#R3k|i*5_%O1@rl?+{1`?t|F|=_YhIg!rX*1{9YbuDNw6H>us$ajp~uc?A}zPg*Pt~e8x&i7^On-|T|6J%R?4R-X1B6^kd^Iipr|Bm z^-WZ2&W+pNJSeG+L2|+H$juEzo_g;+At=2dBEKL@J4I+QBahTBK*`P{&&=iIUHs4YlMVAGJQN6X2Id7&Fu6q|c(3vS8s zwWt#5f$ap}95u2aU@ED5NPSNP<_P*%de>mQK^)2Q8X7p@G2{hZ!EVG{TaxHoES;T->tag=sT# zj%P25#SG1anGtRa{Mrm3T%YNSo3nk%61{PAj<103NAJr$z7w8;Ht5LAUi6AS@MgbFl>>M6|t_@u1+N>-lw&r`yR|%h(Bp-F~J;X{S zpQS(qklMWRFDm^fmq44pGziaEgk$wm$SVd_WJ2#(%R_ zl`e8O(P&dy{r+$jT+1wn#PH$>36C-mjEo3HXmJnoH|y)4|NJMVa}ATwsw`1WvB1X9 z&kv=`ltsy;1dL9l9Os@8^D0=AjFG7tGu#{f`VU0Cvcb5SA?4#n<5I=p>+NGx|9@aYu65miHX>}d5itu>^bvnu)RAn3Z)2& z{W~{9yXqlmTJAq1%pSym2)x}?mI_d_+T$pfY4m7d?{c3iohp|GENfn{jUcefwPo_t z^V)O0%D4WC>sljCbchW~1}nv{fY(r^pVy|B;J)|a8rR5FDOQmoHF-&-;pQF{L*zR1 zxOkBZ`zaUdL)F8E;>_7lULbF@ZtaJqOG)n^(PHI?TBKPlQNVbUz^HOQhb3wd6+w}Q zhEu6`;$1#h6%G&c$qOR}VV9F=ZLqnf!4F$iybM=O!lr$=9ahcm)_F zYt<1~xkKq)Lh#8%mEcj<(t6e}>4kEYYvbpi|I2PnpWZ#Ox{pf4cpj9h^22?}MN~Lh zPrgD0JaQL=Ad8zveb02kl?^W+joOvvWd`FpH>YU!+YQcamWO1c*XM>4gn3=aUOt;1 zZC!me_d(@a+sGv4$DGw62m_i%Vo>8S3~la4?GzuIwQ^vz3tj4jSt(Zbom}+g!kgB{ zm)1GiXuaB^^=cH2vEwFV;-qO9)H0F3b1a@YhRHngmPF&)yhyUsNSv7wLEsO^$K!dO zMuuVA&|dnOmQQf zpnY$VSh@pzVnT(oxDXHvrL_Enk~^Qzbn)I3;QPA?)-q&{pGQp6f*O1s0phvY(Of6t zxH?BQ%mKJcrh0R>qWV-Xc2K>{^+ryHqSJwv`qHaTag3il7uT}xVdR*J7}nIAY>z-j z*{YH)MTAwlr^*!rL<32_W`-Y{RtmwU9S3poS`Ipm zv~7=s2tSkQk5{GO{OmY%s~w1_;1Xnqfw;Z6B)%dmR*wRWD!w_}hepne*DsLdLOw#u zVj2`p&eR%K4xtYD1nqBYW4PCqr%9uuEC@1n1yvPXeURy_IT>F)Uv2i(-tUWz>bxCo zSqgc)X9Zlt9+xf&5c%XM;kbJ@2m=R3VfwTMyucUGs#R00-{_6kZwVgeOH@*}f-LHl z=#=xRf1-f!dKMQanW8{bd5UTrs&-H+DN|SF2S>v2WRaphl0wQMO0upmQ#(Z9T1E<4 zK{8HFm3$0$qS4cpSQ$f$8f69H=Vm(5HVuCIlrpwa`A`fVHX3v0EkNUHNt981uf=?i z6})I$O5yA6<)P{Ss(XC9$*E63}0@NgV;G<5ggu-?P)NNn3%qQv!2Xu zgSw%_5QsEp(uLNQJ&_O>hm)tzVfUev=+Lw(j!p>TbIJS&F2$SD3jaq5t2gEZVr#!5I6c{y0L2AOFw~-*+%6OyQtP8jn}!(JI2dDE z2H?Uh{tvCTQyoMmNC1@VEd)eKVNtC+;&UKX6$}inJTJ^_bsj3ihvgm_Z|>wq~{XA=IQVwOQgXjQ&c2e9c-GE{t!n#y=>R_;77;N zu8Jo?#%c0kKuBN|OLV|c>`s2fKwKlhRw?Di_dos7{&(iAbc}55LD?Ea>Fa==Kvj}0 zJ2MKWr-tEHI+X{3P=3nWJZ?#rb8`w1CI24rI_um7hzc0#zNJL_qgu^+mUG&4}y7A~C9EF!qgc+zl6IyU@43KgvZFN3kLw;Mg$-Y}Tz`k6wNHnoJ!wY#72LqA<2q zAm((5K*Lfc(6&t*d!D}1xR;NP_2XJqmWBe3Bp6$%P8t@+vSlmr*T4M_$QzhE(d-nl$lKXD7%_Sxs>T+@lCD0uIxohiVb1Kx_bVG{`Ht$;Ef6hT zx-{{lm5nP0I1x$zsGP<|t`q0~b+l+SK!_@El+J7j=` zfT+X9mQo_$%Hd)pOH{r3t8O4I4tiQjoV8~S?Yi~^$u$IYg38Bqhg#dWmX&pQL?F3`{aoe(WyZaPD~8L z7X-9(Q-f`&{h13_aq&tP+BB+)10#G0dX5}5>G~eXbmO%+3jKEaULbjgn=!p}5W&bF z4eQmh`=*8wy?b=SnqI{Tt`4y2P_C7R2Muc)fXQtYbRY}m@0BxH2#U@^(sLED)8^s5 z=O%wlka$G-rzo?S*S=w%Xy3AtHJ$kGH@`)VnzhlYd{MGj8k%%BSz6(u**=@y;n(#Xd2touv z`3@zQ1&HcpComLC)MNI1%2fq6y7(fsNgZqN*1SPgGHQPVMEM8{le8t1m4I!&#P@lJ zcNh9$ShGNM?c5P#$4^4bS_#-c+Ls{cut!N|1(tRU3r5rG320omGCI}@#px-2d@TiQ z{P}t$5WIHA@+jZL5Y=?T38=U%FR@lqF>Ktj)9%}i8#hpt>!w@BHrTjv3!2w0j{_rv zF{*VW(lZw0UL62}=`!Gb3;mw#e5C8q&f5GX~r)}LTQmu*6-+uSK4MS76 zo6O8i>#Cy}Fm0-lp)YXb>rK)4YGV{ZEXFFfdh{M>%^(DZn&qN~vPFv)L9d=Y?DyRp z#o^*i^(`QnQL27LVxW-&YMs}yy1%t_yD}%#?z_OynRlb=6$cCzG*K0pzSr-RP9wLB z)PQnj1#}9c=!>3c(58hj;F=iPuW}>+qV1S)ho&hN@@$T+$V?-5Y_O(2HT4<5&%`jA}~}MjuN#6 zhWP|S8+9oLdV-)!Mv}E4#!h@u59N(T;TuJB$*?5Z3e?QO@(W{WS>4z^%xz#Yr*i}s z7#Slaog}WJZ%Sy^XaKbgS4O)6GB&-BhdPVA*_dpA_{|P7MPrF-2$8~zz}Kh6P}5a` zVh%x3VE1NIDSXA}%D<`9h%2;G@?Ti>3BguOOdX8Xz~Q5bu>@lR^ZHWATU`--n#QAa z$rSU|6oR2oi4Sd-%dX*}s9qr%-~Zsu*6lZFG-kIgLQAdWWd(5}(70k4>X!?{+WtR7tvKbKyLq zq}(y!L$qzyzyR^5-~IuO>et1RZa!GmHxv`v1R|3X{?OQP%O$)#JB$mRQg@yU$EHM5 z_J;DF22&9z2g26*ZU}if{UL(Gb zSR|h(f1%D%zH{ZsS$(x!4!p)+krgS(*0p0>T)1=@OO`A~a!N^zpEw!+_}Bl#oVoMR zsY+2atwCd*Ux14jFItISUS1v^K75GE6)Pgh#}j3eVol3vh$BajW9Z-k2oDLwhD}>AZrpeqpx?Sy9OiZjN6pgV7&EjN z+P7|IL##CUPaU(>i1y^kPtmSjdt`PEFqhMrX`vX=Di&2Ll|%dXX$G8<&hlfb3aw;p z82UGL^K~O|MI&%cx{|f=dT0jo+JTYqdq1kQSkVtLta$*h4bQ`}7`V>YMj3!T<2sgm z<(d59+#iJsN`BcF27;2(j+{2Yq=e3$AAoDqidnZL5dueEi)0XsNDicg6kru5h;7R7 zdTiVnj5lw%@$&gW^J%TG^J0t%ME7p~RuikFU-=fTW|n}c+{7HsS}6>!P$DZgQ8S$H z5EQT9@Wl0-o@A7vD0oJu!6W}E0hfUIa(N6EbPq%K+Wy!*Ty>$*xG*Qd=9)YvSiYd1 zSL%tPYXt-$(OuQ{&hHjM0FA(Bl+gktjplr|Mq>aJRpN!+Q3^lrEoU8U#1JK$#R3J2 z0zp0MXGQ81c^320p`XPn?+_FvgMZjp1uyyBYcqXtahfM?ka;Mt(PTd9_h-{%(W_n% zD#rStUn5>OGS4B6{E)G5DgH<+y>itWN)8XyDe29H&I`XL2^$86aluAn=e|#HD>onQ zC}TGC_n{Gp=8e})5kqrwC#@Y8f2ZFo7fxU(f1PfW4gshFMrtc1x5L^2;TC{V&!6nlZN>TDZB4c+ zhrOeCT_|njC|4b`9_4Qm7~Xsjh&N_?+njJE_e!E`6RG^}?m}OFHU(4&mSlm20hR0w zuIKr_24wm^o51Kae*r==z0FVngdoY|!E*Ty$@m1IWOxGa3o`=Hqj3WE96Eu&{?9)! za_kgLYe!(^YYA8_z{Bh1^h1m$10kW{YlIBGD<=8!b|P{Qc3-e zgjNZjQfZvviuRVJ*N_RSR8OGyQVdh$Aqb*!>sU65vQPMT5e<*Uyg^@lLDun@7MdWI zpC4w7@%3vLfsz3AlqZp|zlkAI2J!D2IgnrAN1&tC%u`D+M>-1-Z)SP(VwWI8{|^p0m?v3IfJVcu$v1< zooF;S`9_9-Fp1BNp)85Qj=_OE{3!t?hogK>0im3+PYt(fP}<4R*Ae1Z9EZonpnDBZY~THnEtGwS zkE3yEPrTY#%D`E@Ag`v!V_9Dp(rUYH#OdTV+K2?~)yj>O9EiuaJIWH|lMRpz!1x&@ z7ygqO>M-d`u#((X*Jv>!KAG!f z9q+e+wtR&A9Q<4lX`F7%cat3wOcyB?O8zU|AHAmYeon5T6XjDqa_#~G(_C-L^FVyD zQ9e_ro&KE8;nqp1fFLKyENA#_g5YhkLovkL^8zerCQuYZR6eRx!WC&uO>#UtLoCsk z=ix9xwSZFaLw-NyB1-DsrX-ep7IVzCh&0cc%r%$CFAZXqmO~I<)rUaVv3Zl#0@?(qG^4y{?P`6!*)EuT&fwia+(w(r5A!-vtjZ97Y(t{CT!aw&1v z_~hC1=hnSi&0jU^M41elgDlxxxEAYiU0#}(faTr1(5AeaG&IM$^&3s@O1`QsSh;fL z?Eg9u6xVIojFF?pqH>%Udbg{Kk;4bW?Q)@V`O>IVIu2#ygD|{Db0o({;rQ_r)<&#( z^X8V)^T{Wlm_M;dkz$xQWja3l{4Dwp7+}8_=t?EU$CJ%3Uyd_p&RA24!p|8WRs!c{ zYD}q!Nj$#X6pQr(BT#~}T7OrRdU*3d0v*>P*N@6RwT>Jns5P#9L*)|^P`TFhJN?b} z2(Pa|PHRrpDUK}Gq1<8tr1pnMlDgrjF^qy>ypLp$`d+!ilGYwGW(HV?6fs0+sv2o6 z0Z_@=n$4j~2vxE;L&gbgFKEH-hCSX=tyWWMU57?k>yE1Bu%x30kr-E z)mNWKVmnWM73H1Y{Nn6r_!KYt%f<5dDvr-)#Nzv{>gEw|!3(iH)inz3zu@ogEh~xD z{iAH$;Jz^$A{C2KErQX%XD9UR)EXn3`_lS`bHge1#);Ct;6<>A6j_dCz0+dLCnlCr zK+w@=aU85l^NBNdq*_y_Tq*_MP;US3U^V>aKy4(3|Jrp!h31R9hv3NgaI|hv5&Z^^ zM4KixD3PP^-8Rbil}^`h`9{CkoWRc-gKGo@`8Gt=3rmc&FqCul-8Ql@TCX>}srtP7 zyFf}HDZhtqnt)2y@*KgiZG{ievu1Jg$Jx-L_rU2$Y{waI;P(D_$wiWz>BgkC!RXqu zI$GB)X^YS1V{7rza*J8ps7<{Oui-m_p`?eHoB&avBIcz{t~46S@$a_9(a32Iw*WEH zelPYTpQjR{C57cb)MwQ9l0iBIhJ_4RgU*k{tuR(WQC`w6CTKZh`oEYa;TN zCt_^tFmqSD<#kf08-bpj?^$GsVv0(qQeVWIWR3z!wR@9XRmF*--Nyb1h*Y5M*>Hg3qS~@Y*Zj zbuHHJBi%sv$)7!cerWR0371)&8Xcg4)mZsrexej}AkJMrHB%*;{=3 z?YG7pl>jYJ6g!+dckVCiP>Id$s|8|2Y9zY%=!5=)M?yJ``VvT~&RO6j#-^|9H*X`v z=R-0;9~)_LZbk&U)hK}?A9x@!F&Po=NDLV|9AAF@t#!NU)3+Z|Q&a5_OVoQVSg-(% z8Z{zGa_aea?%ZhrtrlYfU(J3|w;W05{~R}@ul*XPv6=J~%9A*qr z!^aPei>6_qnxNrO*B$v21%OUUm87(nF-X<9TGBL)jFs&fBjiEGCqT^35FnBf@=)-@ zfKcBPAa4;6vnhSW6jjyYOxxqNCJ+iZm3DJqK_lK9`DdT5q@i6bMycFHCqgb&Vu1lZ z$A0E(JX#ivS8KxY(P+x;b`8;}X)4Bz8;1##rXj5^4d+r-Nhy^p7|k2iLH+vmOol4Z zArKPqsC|EtA`Ytx_AQ1+r99ECU1NOzlan8)7XPbOtukQTxN#%q&YO=xLx$szfBG{% zIrb@Hf=-tHFNK~m@2}h3|GykPn+%bNy zQa}ZEX3w5&j8SPrD&JGWw!Z%U_rL#tfnl(3Q4)wS+yClWsLT%mmePOnmM39O$58AV z8i)hKd@SK!L&ypgIFS+MUQnioeEE0g2jcn+PrJ{TCKtuUNkwpZN(o$@=EcL)#!0A8 zW_EfY_oITXI#-oLYRwTydC0&kS5b;mfT*Eo@;7>n8%N8T9gW+!qj34M8>dc%RAHy>XpQ`Yq@sfqeoA~%-LL2xjwk}z#nJN1(Mna zpk4chXwjl1R;}hnd>w@^&XY-W47T~ontCVy+UV2>6s3iemFrw95aU~gA%V17U2+1v zi((uZ!GyMgw#cz(=o`JRL<)ZVuPku_6o-4fg#vETs6m`_Wc$f8~cY~ZQo$5;jy$wFqU)= z!t$Q_IfQ^6MwuUk8YzD0S|`Xr`OGX;!H`XD&=F&RsKipMv)+(mKi|m+va%p`krvx? z07k4ymdb@m?ZPl*_!yk{>@wQ4Xo4++LhWX$^M~@+RPOe|tg3n{hM{Y>UUu!DJb#PM zEo*jA_=mK;ogF@PeV2`B}K^2bRYf4R|Rwc?FymLV(YhBgG)qZ5_V<1l2C z+6KVd=nk6`s0s{k^H75a4U3xJ*%uuVYm?%ZTS^ zQwueh863@BQJ}?1!VTbOQ7}Wbv9ShH0z)x0o2$ajCJ+__ECfUyCYgEI$N(J+c+OVQ zLZ(O{)S>9{9saNSCkpJuHk5E}en~#+y#$6jWXR;Vdb&~x<-zDt#}AFm`Jo{}tYYaz zj2t}%9XfTk89;N=0-!02ulbqP-mGGz2gVa9mC918RH3XOQTH<7wXrlVohPkjUB^lTnROke9^yqJCrY-Wd1)znl+0h zB0LN|x^+RTM%B>2VFVh~sfyWi=h^50vB2o)XwNV!|w%ToaRX8}<8?lz_v$q{iG+$0#Tz@mr>DuQ0MJdrhz44leF*Y{3F zu%*Sx=bz2TbK^h2`3WBo42$B*R8M|i6leLn3zI%H<)C3>YWJo+@RXqXT!9%Hc&%+2 zc@Y2^eM#x(Bps@~mwfg}P4&ir{=OJ9I*^ts5Ywgxl9C6KW`|(Y=1^?k9!P5tYV&%} zUkJtV}a`cAFrAPB7nG8;x>!MIt_#5N-K;{#o*)lYl%;oUr}73)PBW9 zcy78IxGO@*7>49)PU_)tHm#)HVRy2LkO`W5H=rzhmyq=-j{4wu9T`p6ig7axHdN!y_%Q8xhuB}0A|fw zgqfWb5mSl*L6BhhcC+fO6Rl2DX)P_AG{CF3Ut{0l6X?4RFKGF zvvPCfEQ~~}s=*eZSifO2>Qqifx7q>L6!xQWE*sCPIlY=BH@!m$=5`6S4n@{TSV13~ z(noecK-A_@(*=Q+^8YkFPkjtEm|hKF1zhqMDvideaemJb^*vdz61)Y3@-6C6?x9tq z@Q{B{<$M~1F2EJrm(yQztWc7PmFoL@%VW7-LacsYv%kkqn2rt|JLA&Di#7;e-O<&5 zuuZ+vHWcmkx+vV36NHwvl5zdkJ!5RD{`mhj7g>ips01n{1fx>rYQ_#VCtOUjWt%j+ ze!GYBKCVhc^KxF;w%zHUxPH?%q_*vdKm6&hm^67Rwrtso-~H})*syU6BKgIIezx@ z`H3HLpE}3caUbG38KZ({dCN!!RtgJr{ljd{Tge_th7^PO65mIoEz->2$z`TIW{;7h zLX8bRdgLZcr2NPZMotbl)P1szhfcc9<9xpO6Ta{>(%m=VIQ&s4nzsl>wQ6A)MIgP! z|GD>&AA*25eqs?a$?^EJF7o z^NJ|GWvCmWe!t4-xKMA(>R&HX2r2iK^h92ySX`MKOF;a!wYXRD4@vz)uwiHn4o-~c zW(lB7zdUbxTAeuq-)E;rR( zMJZMBKx;Fvy(gMgi$|L}$>?3zA7fi`1I_X0P4UF#X@NL3DFXA!I>)yO#>SzMxHQ)R zLPe&{FULbOiY1rLsY`1m2e6WjC5gol2M-;I)90?Db@L|JJ~WI#A+{-Cj4=tT8|vg> z#o5%dq$o=4DlY69<>Jj$a|`8VNv4x6iJdG`H3UJ8;3i-b7)s7cTEC=ZYg4%d)^FX9 zufO{V^A{|}fcl=it`4Z$!T-&tB+Mt9k`Gb-K9x_Yb=7k++gAj(Ssen&8b;&py@wb$ zpg&gikFrH3u(!O><HI(5FEVmiEz9HcC(~-t3G}d^|1`)7m=&%r(m- zkId>JKcg6<1ys1;#geVISyAKn-EG7Wm4YMLY>bfK7s_SsUPJBx zvGBY_PV`@_LoCqRhjH^6APU^cKxFW;7rKzqH3(JXi&@~} zUX7kTdm?kuQVebx&(9Q(@3tpfZ^YSi7vS0JuP}M)EHrA;0`I>5f&2L*f>=2Vny5B8 zz~2wCQITj|)*m%WyRjg1F*@>Z-+lKT@gbWGv?iLC^~Sd0(YP=-kxDKC-roKgI%KG& z+eAf0|MJ-ik8uB@*gcYKifb{4Y)=g<6sT0s0;R=0Szpnra0;KVA^WR(`Qg=Sxq>1r z(0Ps^cyUTG{=YIE$nvQIm47M&DBrR5-Q+!ZMD-#+t@2GZ^7bi>v(j_4r&VO(_!i~g zS4xk7F`fV!=K$iwNx`%Vp+tTz90H%p^wc$51JEDk^Tkzu$L}A$A2g)L`~pRsLk%?Z z3&L=pV3>1{AM#-!PJHTzv<^Y&)vE*Ax37l9T$HcgawC5phbz;gF;@xKJtd{cd?YEk zX*7UbU6<7~LH*V~{D2Z5#RvOFhGSS0e_Fs|hz==^5zPX5A%*Hh`8Bb~=oW@DQJyFj zS;FY}=D|@I+>8=GEeMB3sn*pWH)i-CYo-rw&GO?#6(ADK=K5lG8aLdKA^7r}?=gST zDs-qp203007s6?!BXDSf3!jpOZXly=+o&SWUb?~adx8oTDq>6vS|Lhc%>%wTxdd6I z=6d+z+BQXl@?`(B-DZug8b*~c{Qe!kS10Rto7B*Pl9`L?M!IH! zMBwIpw~cmfP|6#=C5l>&?W+DXEW-tA;XHpO{=bGwFN?`WPM0Y{5hX%iZHpR*tw z8wLcM5nMCSjYDI?ah0D@4Oo@XErzSyKLMKp9s)&`*g5%!4l67KL`mX%OSz``x=w=# z0jM^hJ_k3M{82nKT;J)jSXgiEfUTsn-a{;U?{Fn|2Vq2uASAhcO#Y4_xTU3aK=W2< zIPmc)G;i4k!$yun?t^DGj&^KwFRmB8ZaB_N4?~@@E}H_lh+tTl_99=NK*QfZ0Hq_n z@Y#$w8@15BLuZnk?UoOy#OM$CoSrp3aeZDmS*MB_qR_Ec2--ESh)%Ub(4o2?y0or~ ziWSRa-MaObm@WTgWKMCml&!A+4$p z&QGBMRse4aRSyl2Q<6!L<2ru6Ua#ROt-@>tH4GMelLL*njMTqyos8t`|>5JzS3$QlNnl-iF2qm*!{ddme&&d0bF;xyW*TaO^~JELm0zyZ8Fq^BxgUpWcqfyNe0PJC%TA+X%j=2^8lO z@bYXTo}A*QKOcwnlVVUN+Q$GfwMGEWuAv235rS=lgRy@cPg*??$t)#DRi5|5o{G4! zfUNhWCm0dXCdkJSjGHt4a9!O{rqPo1`4Ibul)yc!LJ7sqd12^N&)-@a>Fd)o zmr%QG1k{*dA*Gp^j}}-4*=*l>UTBxv1i$;^f7^50v}%Ec-Gj~FrUsUGGgKe#G%CG3 zwI~^;7fwy^vo0q}a$V7v3wo@JOe2N>7E1t&w>nBiu^k_VYNw;|{f;<%w@vkxilmX= zEBDbX8J|bs{Ax=A)KR=w(?oRb&<4$FB$|BwZacw{ulI&G)>@&GG+=}IIrv$Y^mbd4_>qZ`xW80BBC-e7D+{m)u*Ue_gP4LW@-OBr^yBYUJFCt; zY9klSYb20!{w_C!^J(IQaVbqG8FR=w7oZMm6_Fw}u3rmQ}5j&3Pp+Td;|SksE(y|7f&t+ZGL)wn52K zWh?-r8fA61R`p7|8f4oOX_%5fKwL}|CR6?jIP27|jp4(Fqi?^#=vLo_E3*{Lp&=nN zJ3rHLPbk;-)5$KBi}u8W$ItP%zx~bp@tWEafJz{n7rHJ%jVjmAxzTL4F3UA|-j0tv{Wp`jL?j&Mg=@?IoabE&|l79$HJu_39EB$j_%E+>JZBF6V<$P|Ir&#G6> zNe?Db@#618OkK(E{)&55#6st+rZQ4zO54%@D4)^%+A{caeBsf(hYzY(*KFb-?A)c4 z8_Ffs9zP(EDFx@Tlb@(I_4-*Y!qg}6NdYZ$ZaCJi^W))5Fr-Dz3qsayU);>5{CpIE zyhlOr8$$Tv9znF=wHvR$qE!Am4zJ$D;rSb0j8}1Z@`4QNbsVbI`c(pZ6!{R-r-k6v z#{_6D%qLvX7AB`95UbK?$Da>YhNkk1g=m1ymQg;O*ydN}T6gyA+f?$y~Y^l#!q zhmJkaxm!O}Ne;o`abzC^8?_@>dW=$66w$mjHwY`b6vePQ9@yH?6CaQA#mXLjHfB{# z4+IoCliB|Cbj)xL`-w_zaCN&dVU3b(S+I*jkFPlJnj7)#i&qdI_aBfI- z;Ze1XTnJP@OC_lZj3%Sy7bNRnqIoO=I!fTB1WbPR!un9vn3y;#(NpJ~ zp~FUE(~u|vNi5pdiAU4ssp#Cf3%Ydejy5%wVGuzj=M5ikAC&ly07{*@^(?rerVawv zz|bhm2(cDsE1mHGuQqCAXp(&13LK&n8ZB(Z`j@~6vpc{^R*-ot+ZLt!s^SuCbQ&F62FMqyKfS64r&!SAt2_P^!d5JpIB}a!Q_}v${^0l5lk0r~DvYElppGBc|?O*GG zixe%21#>8Qj`HsWD2o!3;jN&g>|E2I@+$(lOB1kea3p4T2*H&ZA>4GbB>n_LGK(q2 z@bPdjG^kM?xeuR1GnZ@EZ;ocEX^2TEjlTT{p?9BtC?Da0-9vorCdt9Cyd*IQU3B@| z-cUB)NT-$T?u~hAUKrds5Eo`CiJTjXhq|RG@mc;pfk*4cwJ?8v2AbEYh~=F=#GTnC z@Yw`U>>cWhO#=v+0;4WrHq>hCFc+5eq7|hqXElKxik)$T%6-meQ|tz5T0_g=MxYf zaO2-w5QICFCW`Fdp;gYB6Tn62X&`l;V0DoT_#zkZ#mPl%fv)XY3_YuVhzZS#;`52V zTzmo*NudbdS1wk{-t6=cGDM~INS?avb0~#L<(gXTSLeqY^V0~=yZrx~bNmT}K2!mo z1V}m8Kj5a}`%NlBw&~5!7>Fw~gK%hUFt!jJHRngNdO3mq7{T#QrkYSV%<(4AVRQ>$ z)GFzRPPGDYa+31l9KaMq6d)={qIIZ%iVmgJsH3)+iLpb1Wd8CH>>m|?=$J&S)X-4* z6|2^xWzBdT9_5YCCj0O;$!OLp;6-x5^`q|cFV+@0jS4v8wOli zy{3W{7S6%pUmPXKxbStY&NOu(%T34yY0RKn(us?fH&tg1U+?c?4LX-*69hKKpoI@a z@=BY;{B!G^n3dtfo4@q8YOmQ=i}~pqlNp5T1jTEs0?|k+Uth{iQRbpFjiM}YU~pm& zd{B2DE%#fIll3yDq;xRw(qy%)fldtT=f#wvF01{WIy4N4y<(9!CKtn!dSdQ~Fk49b z3Zrf2geIE(cDax2Eta6|GtcF<4L)4w`@LDMWC^1pKZ`6npY2s2LSB2KDdia*YoaK@ z-IP;q{(F>tt_5VIMf2uj)8;M68r;i3{T>(A4T48grNfw;*j)WGU0R482~1>cWt~j6 zsI*RJI!EVq#>f|chHY=`#H@mum^6fJZ()ore09i{@3c6J3T1wjdDQ&%=o&|GJiEE)Qa^RD*~;HNkc_P-haK95HgN1 z{ARI};1Yq2lf5Vz?K0149q-e|d#ke7{$V^Q_grg%SPo0kMzyIDCoJ`XB`T5o~VbrK}Y~Qhy`{$qm zrKaksqD3ZY)iUSh<=L>OAulE}_y_Yn#6e>;R5Gf%VmUs(+RMPRr3*&%2|={48**}T zEs>MZH4-oOibUP%(>9b!U3I3bneDir_Ck~|GC0_;@Va*GYGAl)*Dl)&AD+KVh8d52 z48|vlW%;5MpQW+BZmb&T4SCUK3uDgCqQ?zbJ1nF5m=V(z#I9&IJ>x=Jx?XH zo|*b(t7+nMy-?bLS9^P{U)s*ro|Ooa+^Cs|F24;-MGG=)E15zNtkv-PNK*^i;|7R> z2E|(2@v^dINJ{o#UQrm)y)z04c*TnyC@*)SYP|Zsu)cjOx05v$HjYP!kB12tIg7 zw7*U;ZlsKUKpFTb9`}w!;}+S+o!8ygK=sED;b&1ncxR!Qp|Z%7R;59hHMA2Z=1)fL z-ddz24}iz*B5;qk2P8{EYiq0dsrvL!MB;!%0*{l6L$(i9k#IwDVJQ2ngLpr9L=!kD z(`(~wfhr-OL*9>N-`L{hrTHITJ4afY6OJ|OHsHxu-=MH)31+5-;EV>7R}i#UxNuRK zZc2d0)t%6?F$C`}Xos{x{qPMXum(>}$e)3QX>F_@US={`-PWCW`1lFNjLpZ~GzOcE zacCf0J+>g6OoNPkErVCJKa;8qw!BrJQ-a@kU5#y{v0$_YczG=vez8yUXnfq*WOIzD z)=+`(`;+Z_Z!5jXNr|(Puhc<(ae#o)u-1+A!F}=M>p$9}E|{|v#lr*8yv8qa1%6_K zk};Px*F@k)hJIx=Kj-QQJHW52h{N&4K1?0Pds9+sKj))+50R488)dnj@y@bXoUZ7K zOY6Ja)m$ydfh4VbVsUncssnGGsp|F1{XGm21^Dtve#!;^yA@uHOYMoR+xIe9*J8v# ze|xht3^*T_dvIZ;)6OAptPMf)+8|uxy}!7E%#|wQ+)5V?7JBTsWMtn^l&{`k@A3TQ zYnc9W0>3we_lT^JjLzS-OU)p{DR=owaJ1$PN}%xm%2H+Lizc02WbJO`rFb!VU>JW# zDF5AW18Lzse+Gtn{RuE?b21<+TPh}1ob5&RrfoQQ5E@4sW-`~|3~*@XEE77_&8 z+hBS%eo)75WuWDMwBrF@S=rhAzB^c6T7ldo2ewX&z^>Uon+Pbzdz|3-@s8)n(0cRz z_$9o8p{mq0f2l`gpm~&oJ8EiSh&c^J^FQ%bN<%Jbd_9DLJ@^z>lLUdn`1k+^s{3QbLsXl|x7 zxaA?EqC{#TW^BoUgT?9u5Upu3TpxAuZ!A%m*-_@DFgHiM`r7JJZ{`jPYQR`p?t`qETaTD(^ z2uC0zk-)G`KwHd9bE2V~zmqcL62b7;YXKPhQdj;?ziE8a=B@sD6B8zwlu&Or9Y#A` z;b_~*fp~8RoGPO%CkU!HU;U~`K8Q#%t!VsmVKk$bvau0(w=@#6PIQTl#(?-R6s3n*qlG0|VzO>)b@f|H&ue5JA1n&MzWe}8 zdnp7nr%go3(h`hGiNX6zf^e0acXUb@-Y5S&m5S9>crh*j>&J)T{be2l=?7%#t=wc^ z*2ZuF@t*A=K+31J>!Y=b#z8?=23-q~Shn-+c%d8gCuNum0YPX|BHRyv3q8;F=3gml?mTFJs7iJn~eYYUwivj*-IX*u_2cP(8rM57BO0sMRbyfC5}ZBjPiCkjPV4{FsZ;jnQ)lYY%M)NV z!Ba+cM@B}vb)(TNlzaC-!Jq%~S4^5b#Tezyo40K6{rH@b)?m0*L7!m$NT5LGq|pqE z3Bqe8L?d@t0Z*NBP}fz7cN||St^?7r~g#B zqAHeezWH}_@9M+z@gdv?9$a3h2G0q2dNdIiU+;rgUhp7^|5lan_anvx}22_Swb! zV-?>nCmeTQ_n}A4m*w_gTS1F54GKUbHC>7N|kqohc%us*V zNXBS`s&11te(bWr_;*{lIUkV~eA>m%7h4FrcW!VIzUelj>^;i7KXB32%#1(^X?;2) zZ(Riek#eY>@~FO|1L{bdr=&WtV&yus5F{lh+n{$vF4+mpIp3xO;$tIi;+$H-wdFkPpo8iIcX;Ii>U#}#D+rDq(wMhheu;##sEs>Aj}`m2$&jxqjO02 zm3UYaf|YqrOrR{O-n0Y#`t@hf$wo=pDr5}qjnn0PCft-qC=VBn>WJ!zA$Car)&5wk z1)Y}JhxgWBXIi;#Jr^BWRk;JXLlbb|@G+b?`94x#=!cVwg1G>_SUWBRQ)kSj2-O5sp9rH{91ct^zDEV{hcVwqU@~npm9w&K3Epc4Ha%@pnGP^S`&e)iEeC~ z;>OWMUJERDH_M3bXQ5&~tN3{`2D&gK%}ti=#Qwq%|6^|Z0veGzJi|CB*(4j-tupxVN4&rQ|RdagH~K7ES6Q;Ezin1Y|r_E?trSdjy#m$~uT?pSE1 z&GH-%F0G9vI4WV}Z_TF>8*eX;A?V6A;lqNAaJ=%o%Vvx(SyEy~>m;t-i^G9~)) z%awo$G=?q3Cokgt9b5~$Wz3E>gSXBh rFO_xt!7V^C^FwE(+Z&uzJMHm*eu2+n2F}?m00000NkvXXu0mjfdGwbQ literal 0 HcmV?d00001 diff --git a/source/images/sanger2024.png b/source/images/sanger2024-krig.png similarity index 100% rename from source/images/sanger2024.png rename to source/images/sanger2024-krig.png diff --git a/source/images/sanger2024-roc.png b/source/images/sanger2024-roc.png new file mode 100644 index 0000000000000000000000000000000000000000..a20feab42d25477a46c7267757add5f8f3876493 GIT binary patch literal 32246 zcmXV11yof{7nLsQl1AXsjdUX*?@@wCcS?7clr+erqy--!(%m54t#o&H=YR40U5n+q zEbh$QGiT1(XP-Uc@0H$RqLZS(c<}-gEGMn{;ssn7@beiJ8Td^t&V@YiADpx5JE<2X z!{j@_1EPhbqU4Jg<*^v|Mo7RjnuDB{^NSZ)9nU{-J@!9MU%c>*1WQY*dFUTBBcIKGSufehMb^xz!E2s|7@RNxUr z&5RR~!w8X3qb871N%;Izf)RLxQwewvJi_O|X9JIjFik`n78d#OiHTwz_q7v`_1S7` zr;UC>XK`SJTo2R&2^b94oBcL)eJxfzDF6XQ`^VCXQ@!bYo#SaYnSHPGh$usbuzON) zFyda(^V|?AdK^vUv#pV2_eIZllpf1)JEPe_uA9P>C3-BSO{Wp*V!qnL>4LPmkVL3t z5VDp9A+Wgjc-#TK!^26U-j}@^2EL$!x!Pp)Vr?x8r)8gkB(_}tr^m^#-ZG;OnAP83 z(9~3`=;v?A&e1f+v7N2D$&`TQ=7Q^;HcU@eyMRAz55b6*NEdSLCk3pcA|=y{6e#d^ zZ?d?R0Y?+9wDqx}NV~e96j!Uorye)Vq$fs;RuE@7^Nl4m+-&;Y!|g?`-9m$V^iFmt zWk4)o5dWj)+X9W&k~g0;4M_Pd=@irWBq|)O$u~cvu~PRcPF`? zriz!SEe4N%cBquL)GKEQRXabHPW^Vg9!|Ua6F=*^yWYgG^aT86^6chu^c|J!?&8B^ zJ;nAmz7z4I`+*V-`n%J61~RV=g*0; z(;MQQD0ElenW(K5yuI98Yy9E`9v~{tm0ajnEgla&U0qsCSbDlgyE#y%I-`i~w|~s? z6`{d?T*ti`@?R&%zQ5}@-J=rUzk4d(d@^{LGdLt~y{{D?;CT8gEi@($_DEK3go! z^wEWhiFuf$kjlK`T&)h-ahR8-rS^fX<*gsnl8S7q?|b#syBH!Wjd=B;w7bo3ZsQGF zJeD^n-s8J#?ztZiu3)YiR^ttJu9hE;d@bkdVyf)t)Msmt7!Q2UR2sXhVZQOR<1LmH zJEKJ>0voBPH@ZSmX7!JWFHq?o|ow2Rb(~lY;MhF5SgU4wrJB z^V6RiU2YC5vB$=Ks?d7gY$R{Ap-{1wd5hT~2ELLGLdHCdko>x%R%xzCi|VP;;9_~R zUpZ2w6Ol6?`QxrNkr%_Q{}$9}c5#2eZ8<7MGV9s!(neUu>kTCfTOsyWq1=YP9(#AL zcg3~B^2N16Y2|#p$nrlTnsY4^TeyENsF5tXesQrEk(Ist#+DUrz;;Go5?7Bu*&E2T zXZp8^qQYxTU+ZSaX-2>=%Eta7keqx>PKiPc#6OaGRs7OE(xYjz@H8%y8tT>IK7X2V zMzPa!My|y)Nx@nH^?jFPzbbc1(UMi^yCv8Z^T(sq{_waW!W?Ub{9VnF!|DlzUny<- zOqFH){eiuIqyk1xz4A)h&7XyqjKoBce(97Z5=YZshvv-(9Ubq zdPiP;D4y!zQSWg7@XgW&*M|~@n_nKPYci|K;pw`p&>XI=_Tc)n%Y!-hzezxJ;c!CA z(W$lTCI}o#;~(gaqXmhHEutb>7Ke4pb2OWF2l)n}cIIdKSuLm%fOu%-@$jK$BaKRhmoxc>Ks{x--To_|Q;!ZY3t0=UbtvJ~+oJ%uktcmS5UiyoUyLVChr1XX>+@ zhpq(%%QJGaRoC;H9LQN6sE zI*hd?pjU8QQ<|^6)tg9K_HHg~p{~mxz@+Ea;r2ufmKauH3=0-Aj3F_4pB1jq(!z+s zawL$X!p$^q){uqj?yO0s{c>=Fm`C{e+efQc7`Tm=byLL65_Mah2E3$ImI<$NAD}{o z>2#O(8sJY<3}_UqJ~Su7jv4y)!z>{PcAzFMzWL2El>i3^j)32;u4kKyCJ~Nw^z_;m zr`TF>BJU){Js33KR}p4o6ON4RT|B|Bqrg9kC`&Hp<1HG3e5$v|W*Q&DiVSMxZ>z{z z60>ZXH!^ML2(#>H2s7FJ z+GJx=Cqkk4;qEF8;v9H>kEI<$ZFd8wlC9X+7KC!NC(67skn22U`nTP-!hFn)WX3wr z=UAJJ=}!7B(}kQU(_QVC@iJ9+k_C&TLCULo1*+<*uwo=}AB?H}cxy#Y(s_Pmx$dNv zmM7)ZImk*o{MSA2o*0UHcKDCfI&Xe)CVo3MM1}7|0b)(PVzr#oNB$y*u&=E z5___V-(T`vA9fc>s2e^?f*G~O|4G^Cr0{nif~vk*?lTnY!z4sS@kB%XJMAWl^fWG$2{|Uez84rVxmj8Q1y`RO)Gm=m zuFcmwZ{FDaeP?R(x~v>2(1x9il|mn3zQJ|ieleawc~Oh^SewJ3#Rh9O?l@%S%66$` zK_sc?1(SnF%v9gmOq+iZ^`da>Ry{a=&6oPS2$e|_wmwT~%GUSqxE@FI*w&$28)xOd z-!<8rh!**`uJ0e(A}S1GePc%0N0(j`y_PxOZu?N-dZC}f?UU_N#PdfJeIv_?m8xY% zDKA!^W^VE@{=oVwZScn`{lOVMbd*mCihM665>8yClFM0MT5DK}0a&386_JXag;kex zUY7b>)VKBhz8GhP?;^-t%Y5-Q2l~dY!=}9^Dbj)-tno~NFBE<%Tq=B>Pu^O^?t+E& za&F#t2qFcdB`tM1bG5BecBC4@Z@F@+@MNzgt&)%Qy@LOI?I><{_No&ecUi2-URUGy zo~(jL?7i3`e(c8M{ATls%-Z98at{rG!lqA*!nO#*(;8_d5*iB{#*kk#D(wi$eAZSi z)qubV@%GU&N8Q*m z;kEUM0C@iqA3th%dh{=Uyd|@>%I}Lt+c`dGTSODkFA0IVWC>2(lK?IiE;ODKBRI~R z)o!Cx6!jVfmwEFX7LGBD#Y?-_iGEn7b7WYk>N`nXI$mn z0o)`!E2rd_!RQL9>1%wkD;IaAqc;ytC^|23vFRP;`&i^orc9#uE$ z&AZLi4uBN#@OM&m?V@J5{8y3}S+mlII+=ViU)MNP`SyPW`ImP-~pRm+&tuclF5tL6nsF^Y0I_RMDHDUKy* z+SDrO(LBc#wzXiMCve=L2d($6qQktehAH{U%<~`G{VX6L-z1r%c&VG;7KQ+PG%CH^ zfjBNaJ|T-ay%@dm1~!<0uTeQ2KQFV zn+$YZPVrC=Eh4{*H$BcjVvR{aRDbPj`u~Py_?@eJPpk&MgjtnVaT5-qcGZ7a>iR;1 zbahb*x=SNm9U9f6!XPU_C?VTq^Dh5J_5a{q^lk7P!NW>W?SiC2peCk*`n}_~!IZ)4 znJ;LgM40U6el;cpngo~9R*g`HzsvL$#c1^U^oI0uTT~fn8Q{sx^oJGCYdw+D2cZ;+ z1GKrv=HKf>M}|%)lmmCmywd@8!s^C4Zyw>>hzDXo$GReu2Anv=gL?WHQk{ZgEW$}} zBHc^TodR}TzZbeJOj;@Rh5d=QmI9t0#P8$~tye}D?M>yjnDRbh661+}^?E}AdYFsi zXDSH2^4*GvB&djCkK3m`>x%bUAXPypqjw|vBJ6(HWDWO_!_mcdJ;O-{jeXt zK;=i36DT)b=uEFH-F@?F5nF1Lyz_Y zs^$uHQxk)qEL}j)btF;iQVpX=x^0HzbnJ@Y!xPqHZ0s8)f9JMNOfNn%w!|!JdNWFU z>Wh9?-lX=!p#Z(8xX=7NVD1`BXy>paboy+G&SVR9FG`hw^WAi0^?eTf%CbICSY|KJ z7YyY6O0oNym}zNjMYtXE#%NSz%{W3$glP(N_WKPu&7ea~j-e_de!UGlVsGAUj}l_^ zyB$*!wd(5-2VfgD>V(zb2baA`AH7Yxw{rml^W#|-AZ9UO>lq3a$O@&16~4}PP4DDC z34hxt04BN0sT;Pb7-kMZ(hp?Qsd=SgEeXJo@9^2dq!n?{JK~e=g zTJ{&*1gx|t>XnL>6a>S@(?yqm zWdnFWP_N5`%xxr{E$PR#6nFP|bJTD;eu-VQ;h^;zFmICa9vy?;URBF7du7mymGM7Y<}6P}Bc|~9h5TWglVKL0QnN}vr1RB|iI0Cb z9Kj+CSzs@50UIo|A;R#5pMqeemJEx7+jicn#x3=)&oB64OJAz%su|j>9W=x z?JmSjO!)u#4f_T!x{VFzlvFk5d;}!04n*xTqWzjk!l9mqzhG>(jE5Konm-^$0T&Y9 zWKa5LGQgw=gs8dSSu^S-7k$e^0JL0uZq1`lG@{91p=^a=o$Jsxr1l30lkWrGA11@D z2~zkyb9YL#cT)1kXDxVxZN#@Y+kG#}V8u4C4|N)nU5q4;Q^d^F-Vw`UL>vC+WAhx9 zJ^psOkdFpdOrmKqe8sgUnD)1}V9Kk6oyvrk93)ynh6H#?&eUdAIWx>ZVU<7sbCGr8 z@t3tlizX2ZIH3hutkAhB6K8vbsTo`7=*I&M9mihsd6PV+W&+RR`&fUPpzTe`NDrJ$8o*UAPu|GE&z;8GX*|>#3~%bEh_F z`Zwl@cWhiUko|qWUsDS8zH4{FH(ltN>nzaetNc7hb`uj0YqffV?fwSKi9BIpRw9)D zEZE&I=1R!xsCJMxZ;t$*OU*E|-T$O_-MbQ<5>4g}iwSNg*E!16fBw3)P8SsM+s!kcmlRz^{&T*K?SKzrh1rE_ zo-HYYfYDfM?RWbHaJ1fSf{nAXDxDhE@5;mV7at<%JO{O8YM ziWQZ*+zlhF1s^MZI5Jh=eEPn>-vnt9Y(%5o+w8`4tS=hSdx6A33?45skB zKIr#q{cojgo61_Yv!=i#fl)b$e~WZ+-XEAaoe3r!FT8nGN%$#oD{Wx9rBYEt9b{htpnMoy>(^i+ zN5K$BZP5&dFe%`l+?)$B(LWE%N%j?vkt-xcfX(A$D#Gaop)Z)7L|rgrNvyctY(-49wvA^*L-dU~_R-L#i)p7jZS z42Z`kXdPW)I(;DsS_T{^;T;BDz8mt^(r83{58<6h>Hob$O)Dzja=-e`#a2LyS!_aD z%%`&1#g0>#J(Hzn@iq>%vAuryh)B8Lbz*qV*Rj-9whz;a90*xcyW98QpOYcYX}!ng zubJC;HVH>2UeD568?9!IipnZ8S-)dC{e%P(GrH^nY&x@DvQ==SZHCIBjFr`|{h7)h zSS3BfyUUuwf3~AZ9*kn0sWC6DDi$2wpZlGOsYm8V128=0huMfhQyFYCJsRNt?H&-2 z;ptq$;{Py}-msz)h8bqlTEk!!i_c{nGfo^D;TVrBTOu>ZoA^^@K4^nkV{gvR9-U~h zp~3#Qj>Oj~cl2Q6)^wX(SQ|FvHWh1i2rKpht({O+6Kodkk_^TFZa0g1n#`r1+yH(x@`01yp{`ycj-dHS2bv+MyJk|MuQv1wmy(@&9?(k@IGtX{KC-g6<<7(-Oc*_8^4s&9bJ^foD#kfJ2g?MUlQ=1)za8ZA{6Sg(FkV%rh z)D72GSpGW$1Lpr0-|=NbIQQZmfSPz9b* ztqRqsHL*v}AR_Q$!pc`wBWmh`{>$p^RI`rCRMpaA9?ivSJ`Le$a`u`nb3%pd;r3GU z24mxznBjVlDyrgzG>3(|O8wYw%zMKb!XP#_FNEuV+u2TB^C;4E6b#Uls=r$PsQzl5 z?RPN|y}8gj@v7n$QuZm-wfTD@nN%84NHj(t=Gt5Cg;8vm( zws7+;Jn<4X;q}q2h#w?xRIpouR2}BdW0dxQQiQ*NPs_x^_Xf>riJ-Y{_xHbt?e|x3 z!u7O{lEVm5FC8<){ad(Bt~&%@ry0&vn4R8iWexl-Y(rU8qizp%&SxLEbiIQ~hS<@| z7u!8_x*xvII4(^>1%6to3{zi8yX_a{B4hmA*&6mBz^$`4uk?*uQIak{WeU>r5% z(7dAyE*blc$H`t;SAlBnL3M@+PXH9F7v38=44iYqoq z6BSZ93S+UZ%B@(81SWoz13?nLg5;CF%{gxkC)O@{$;XiQ?I?~=Ih}8h$-bfnx;KlS zTNFD}rCIeE#K7DGeLpOsasK!;20h2@a!RoW(>R-Z-JsE%F5k6aI_#$(owa?IiE-t* zr5>w6I*d$9q4gmpMdi|+Xq}rwX&d!hnT>1eIa}bH(+#uB{h3WZ|4tGfbGZ<7!a>_q zvyTO;GTl)mCU#p$#yRk~UKPIT9lwxtV6M?{s+-}+sw)NE+;tNKf@NnvfzNr>RN~V2 zxaoXCr+@sA&P1};2)W&@$veq}iXW?wCSI&|MRF0kA2X~X8sDDpsMb4~(IWn)!sU9! zYn4!sc`kjk9E838SHmC?;9|8&-+ZDD4-W`R5sCGEF&Ty~z5U!Xa+P=M{e2m~9yB%g zDp@rx7P)U%W{&Pr9qP&fdZlYo3+adP(^)QafSgA>cs9W;t9J~147Gt$D|0{|QAn@+ zj&BOXbA;z|T$L_RFP_anqv%g$VW5?bDzghO(y1Npq{>rBp;_yRO}<+6R#q?3waj?H za!T>O+-DjQyDKV(=zFXn-JHbwvqloJRUBp$fQ0$U6U5khNZs*Lz*Sq6Q%^kgF6^gn zi_Bt8t1X_Y(<)oSx%Q__kl|cT3cLp|MaahW{LUEnzAXTzUk`(O_myP3?y^#$BRi?`PZu1 zeIoiW_BAQ>wY-Hbr!Cj7mih6px1qCdO|Q%smIO3>)TJ(G4xmCms+0-*zL|hrqT*qX zPoNZ?+i-s2e8F^np1#`i4S4lrRms=#(2QjVHYQv~oX@Y`*v|g>BjK_)sR)Ha75unQ zkmn%ZL_90XS#i+e=h{-Em~mt}0w~_)uJR~47k#nvH8U+ufja20cp|JQ4$VBJD0-=G zO?~ySdL`5aKHX-Z^ObQvNK*^Ou{Mk&Dda+7z-7Xb2}hS+iO)EIo*-w?4<5WCZ$=rU zf}&1xIg99OnmWUO$w|e-r~KmUxwYt`CKh3)6^*Sm7PKIh4la72jGJ^WHv{8Rj7KhAyie38WC1umHyiPA08!0Pduyby#vj@8pxIp zT5;MhwC_5YjEwv4+&w!C6}i;+m{^b3)B8)A;Kj_eI5MY(2xT3nTKdAPou zn?-l}?j@)ThrSZ-{{4gq``eYk|8GZ5m93l_1~aNu7rhH|)jYFP0IO(CatsvM#LDOr zUqN<@(4qDA6}YHVxd_nH9UUm&6N2NCK=(_tg%4;*uu^FEuY#hRcmGiAqd>(|aMTWu z4zuW#8ngJE!mPiDCSUP&d#zApF&HPZ&DAZigsWC9LujarC3o(B{DVXGs?Z73oAl`CMqanmC$;+g{dtGqfO$+QG8xb^ zo)!_mf5=bfOFOUQ*e@Su?t*hfzO7+Gdi(q(oz0GBjb^*YGO8Ol=H}R;UkDp}O!uM& zIl2L6w>l*O+R%0^uPgN$2< zRssAt!@!P-pzV|ilF-l8nz;qPPvakV;$Xp4=NdGL7q=IClVMKc{|XS)ms((oJ*-61 z(%Qt`(i-lEM7%YV-ry@QI_D`=Fv*jy(%b=`Bb0lS>11BSXh9N$A>C`tkCZBu0hG{C7&*ZdbWn*ix6C+M*8A%4Y zT&drzVW0&!r4(#hfSP_=eaBH^3u~A8=R#PfEWUhkyW2#Y({(<{uJnAzdAf<~V2*)< zZbxW&O+4?fVEnp7)ej%bBJuvgPQk&f3g&#*?z15?hn_wzGf@wo4|Kkk2;uf53}9dX z*E8>kv@8-F;8>o^9`mP9Lu$-I|Mp0eaGZk{YY6tC*~sbAbl>LmZ7H1>J#LiJ{$(lj zCPe*hC@m_YZDY#ss>$qaAZp<3!Iv8^nit#}$87x8$Ffk?uNv+|E{XJ}E5C|W-1>Vy zl9oy-5Ag_$3>TA!i~*ROItj^mWuZ7@yME^pUg-hT;;+ zM>gKf?7d=0@n*P{^~I0vNpwa56&)*^nTez1ZUa0Ajy1gF?zG^}j7?QJ=`?-S$LL3= z(`~Iin}pS2=-`kqsQj)KB2tc=B>@}qHxQ|9y~y~JXj!-FR3C-pcreSmrmq@737EH> z28Xit9eY+I`x?q%;;Aw(H`^NrE)avP|E%F;9Fkb%%2Cu`i6qs@0L#1{D4t(g8+LsB zfvW11>Zj*bV8FL!V#=GBB*!jV+5duxdlVNJX_xWta){ZxDTNg8{qd??)0v(BwOUW; zo$-klsU_BJqB)J<#Ml08RT8OPvI?VfrMV~fFUo^&`=~Cn=$u;W#{=3zVp|>}nKx@f zm0IIT{Bb~IbCBJBu}JO1(f44Ey0}ks(Gtt*s#3A&!9kyh!kXu>z(cjdax)C1kYabC z-l{nH^>cpWqRO$zy+10vE{-4;O17t z`-|W?Pv$66yV;2_QZ-F>canW^PovK_wn3?@>T*^1=+b>VJQ;>JOpTt}Pbvlkj4=8D z0l)R4DxcP@1n-JCg;#Gh@a($u=TM)yJCR2c$EE98Qk8a0Rjta3ia)soU!LC~3J~yG zhE@GsoO&~Ftzli3F77)cg#X~NIs%!D3t7!Ojvn%ZmRh;GyfSe&YxWhcxg-lmeEzH; z3G#Vg1*_y;R)CPVsz`FP75J19?k8uUXt1b>C-f+x+AYSExo0I9ENn5H9tWr!tmh6n z0mfAlhS7QQ)?$4Pnz7zYtRn|(MgL}^cM(syBmlypqwK>BIQ|?YX}Yg^Nat;S-W@_@Z{A@DW&vvWae#d;xK{YEGhtjr2kKNuXgL3COLr6B1G2UBU1Ehv4m*TA z{J1)pW2m*0d6HEd3x2i>ewZaKahl8IY_9M?U+IX}k8;WGyi9;dM1hXd52J>lOJAP? z-SJc+Qh=cVsG1--TvSzfjlnsa!0~34%j{vD{REZRF% z*$IpAUzQ-J=V*imAD5WI=FCu%uq$Tt^H|N~2G-*e-$lSucBeDjo(h$?I|R_`q5R#m z9Y0f#Dx*b8?vc^_Ga)sO0hI{oW2Qa(QSv8SFSd*bt|{ov%3_p2C=&GRGfHo>^DI`bM> z;K}65uC!k|Dqm<}72{HCryEV)pN))uh6OWp(c}0yqH33O$qC>d!aLp{lT3Ur9p_Or z+qh?&{B-^{Hn%FomCn`8OwkO}WPIXmYnSfg;(TYKnvw)1&?i1<9{JTrDL7 z1>fwwLZ9eUK8(OW!dw6&80dw7-)^R8I6Fgl)Y zNKPG^MZk3HTG$_-!l0%rCwYL23*sex@X#ZHa<9l#+J5R!z*_~k7-y)ohkwXd>H}!v z!9WiFdj>!0mA%qdz5pA)?!wQ8qY-b>u%*~>3N=cTfEqF_%lmxW2oZkK=S=a;jLEM3 zBem`f`_A|=e!;Pe$Di`Vz+uAT9Gg&P5)(W6 z_LU7w;l3x9ia!b7L_wquhKG+IZFuaHK1J`hA_;5`$KTV9fsN`Z{rIJaL-*5ZlUQ&# z9%xWgU|l}+heW!7mn^B;Hv6+&2Vt(KxBKppbt$xUquvf##yF^Y6na9>&Z4= z=^V6zBE+tS(Pe0$K-6Bg_d-`ig;Q@KT-pTRdVOF^9g5F?JEP z8g+}ZlT^g{Cm{&X!BUu=qGat0FPKc(?n+Bx1u%}>aL{69cT6^jzxJvMG zDRH2;jS9R;Z!hqQ&3bMT{>>4`XnAJ+jfj+KLOz^<$?bAH22rzf!@a_=y{CP-T$3Uc zi-Ow`B^X}ix0M8^+N<{1uV{!NoB$;N1xS?vd}Wc>AMzC93O?kg_IdpN3`f855oy)V z&HfRxo3KNZm}yJX(Wn@|U&MGd&`>$ZmkqE&3WKkGwcgUcf_VH!jExM7_A9#%f-{mp zbYPiDLNIYNB0r=H9KR{fdN1|17co%OLZ`-tDOT+E=lyk$coI4xvs{5{F3hwKy1A9Y zV?oMOS%*d(AQz>~m-G2TV(6`xwu9KBT(_%T8Xcw=XFlB0^_K5s5Z^Ke11cxa*wK9b zL|x!%;9cc5Ef3mjYW08%!$xShAi0RgXx+DjW4d*A`WEVrP;5X%K~*I7trH02%qHDY zT)qbIh-RVy?&d&vh0*!tEcLe-S>u7jk}`c0WOV1p^}YFanAzmB-m z_beC)e+-(P3jkXB~$R)n4IKc>U64Zwud9n$_UlXG)4>$p;q)M;vr{iL; zMld=9{!BA}{MGwiGDsmnZ>mIZD0%D)#|fb2JDLwg5VznAj+A(25h0@5%6V7@pKdv1 zMD=6QAPko`iKhO%J)~+8Wb{7h(}Au`GsglY9|NcBl5o&VJgKqb=5mzKIDmtE9?Y8aOd{d0Idowz!LSPPXN+g0K)gdE)cKt(2fzygoOd|p?FYBX1hbd#akiw~4uy@RF zC4|@%APXl&rABThl5_3%PE=1)=<^;|`n$GSvCd3E^8NWo-wvekg`R$x+H9N8D?m;< zTvxI<+Yjc;O5YYC-C0mZ3Wuwy6ZxjoVg-bLM#{hw1Z=|jk&MsglddAbe(_kA0t)eX zKpQthFudLc1IMp7UoAGCnXUV;;&g&Ob1>9;iUk^nVbxmhwGscN(no-^;V%5SP5*Fd z@N{9Ic%tw4J9C_E@yL4ClOK>zSr)A12dM;V%qL^Z^-t$3o;6>)IYNaRbL@%6C(&14 zOvPvP_roYrOK80-YJnvpQ(8o#U6ostYo;&Anae~dg;!EyWdXpT9F7ROg5SnC~}5^(eT$7+?O8o$&51*;ta``7>N;yda5iZioAnk zuG7K=2`5JQcxU9(G<=OR!r7a|SYAJznTr*!WYHCjC<90e^ns~37^Ra$Q*A7fcT}HE z_Xq3xc7K%I^c3qAXbdr~tW*)IgoAphGm0k5LgUY&+{ttTwiqxd) zMVdyeh~2hj+zwnbUpLh9l`_6ZI0B?{hH<#$v!b!-$~cnTQIjNNbs0R=mvIGKfIe5{ zlPfoyHF)}*B-c79e7gClFYx`oH|yZMWW~0k!a*U@3kz>Zq)7(CV0pkyrG-48c~orr z%^tIY@#oh^78624m31V8rpJf7w4(e>QE$>cIE(#j5T*PkB~V}$+XfNliWR3QhY0^f8!vE3HZQ)>pBS&-?3JQGPwz$V+#n^S z!CK!InE`NlxJjO8n<-qZs6y?tEM)gt_gF774+SDzAF0%i1X{?!jwWH&UqPF|j zU)%B?R9?|#e@sV{%V)dQyo$r(ahR}MY?`U_J0fH;tf<8Y?^`Ew>B?(j0om-$8Y*g} zXt8UUj}#4#$PEA>*a0arZ!MQhfrH<6cBm;p>?1vHgn${5+BcjAzQ=q}$e(O5Yv>LC z(X|x$i_|p7~{}| zAg&?3rwRRvipYXqgyP={szyir*%AF7y|esney(Gp{y&sHmB&#$w*7mrKLJpRDj580 znN2PNL^10lW_AKO4!n0xs9{Bv+^PiP{yshBS{9akGa~z%p(q^W8lM{@aCggbtve;A zq%KhGdKn>JOL~Ru?gNKr8TFEkt&HSP#CAZ-0}#=<{bxhIG-DH2BpWWZQS{tbN(t-A zlz3A!2S9zrj$_l!o1nvNO^rh!{dtgXs~WNoce3mc@3E<<>6POW%6`)Q)pE1Vu3*^4IR~Z48^xD?)Eq<8NJ^_PeO~WfqEi`C~V&*d62wP4I-{? z(0!g^TNEDFodJ4ocZ=Ba_)NaN-BOIU2BUF=VcN{sjSLZNbCKBO4ua)uHbzq@-x`iN@mqE_DNZhR>A0O=n{sl)4G}g+!GXMr5t5S@N)S$ z?5%HJh-R~Dgdf91s^zL*{3_(xlJ0wTnN23$1n4;+MH(*Qu1Btm3sWKl0- zj1_;Z8_W`4@_|c9=rF>M%OMDhs!~W1u?bM7-tF5B5tIpv3!6HCR)JhWX7fC&;730) z*W7C(`24V;R=d~y`+bxcaFGE~bbRX-Jm~@>yb<2$15#bD-B9Z#-b0nW_LA6i6yA#R zVbJ8KCXx9FMyBNupu&$=L);Po(uBjiR@M%O-`CRj14YL41{EMdU;tpU5@&e4QKu`B z!T<*RP}mDsEK@pMZ|cOqhmD5E556F5-Ken8S#CA0F1eQ&xdx{a+c2eEzSTUBrEk`VHKU!o1 z#3M=K_bb@+SZ$Pl_fc@M@~l-*5s$3z8hoFXx8p6BID*dHP4H)J(0bpWKueydvCT8y zdA6Em1tI<(Xap%-jx`5PT)KY2`MMyzOv3fsi+WgMzukb&0nWPktqq*{z) zR-mRpE?Y4Fh;W)mb^>7bkJWoA4jiAG=gP`*sinEkkcNdOozW)1aHHC5g|Fbz%DMoc z=6%XR6|;KYb{Wv~i)PT>s7+Gl^F|6VoO)}mrgt<*kcV+mqiRytLHCu4)O4NM#Xn9# zT!6*?HU+)vR=?KsfV+BHJU4v*jh>@0))IW z0@S@j-ID(IYg9)zZ?)5b(dQfDs9gu#5@i#;dgC4h8y#if7pruj+#9^$PXMtRM43?Z zkd>M#54rv=9V1|~)FP_E&j#P-TZXz%!#}QHf3Q?R#uAKGy0U)wF(S(t7quk{C`I|S z6rNj#E{F44^h)Wki0EyNFgk-Joi`SU)8x01JBs6ud(u*jD-x!W*vpsvr?ms+dtld?bj9WVJ@zyh31cy*u8N-@cs=gc>nfo-}HQFO1IDt0)B9=&1f(E0v=oVH0}*ak^TBUMUR)t2yShf`oh`PZ zxk@SQ<7LL!z`dWryN$a?v6M#H@VisEETlNr8HOoHcQ@tgP{grar3&(D8K8LQDHjf! z2>9LAS?zXvZW)gwb&suq7b|1>Q?$LBOrg3O&pTL}TC==ti18`@HJ4F4A`jY{x-psR ztSu*zB0GIiXiITV3Y&~~?JMi(FARb^g^Hl^HEfWrr^$)AjvaDsp5PZU-Jf-#hkq0Q zQr$8+`mbWoQ@P{Q1c2;&=m1H@#3O>M zXvYiVjjTz@l;_pAXFzeItd{MFk5UwMW`@mmKIX55fED6ojF2k<&<9vh!hE^EXYDvxoubNG{`Rd{jR;B*(wM zKJxHlFEqF|I=``-*Ua>Pyea$ni~VJQfa`vG6`)>I^DPL`ZFHF+#T1{Pih<0I-vYrC z3bc}H07^IL&xE()b`9b1lkVFvgpXrk@OE_Fj=W>4L9Fx@i3Ffmz{OObzUPaS&w`4q zr~9pO;38io6=D(sykvuQm6|F?YK=M|xu36^tn&j6s#_h}JS!I*XBt~QeY5I?Mf42I zBSf=NbmD(M)Vq}t^uDj)FxQnsgdJ!igtE~`;Jtk9&Q)HKBI;e^%5u;6GTnKk7J!QX$KA#xuJeX|`4MA5M4rb;KOoEhkDTVK-jsW0=IA_+kq!4ZW_7&$Y1e!D>VN>lqZ zA-iYJjv2aX&QfSBKa~wDS~ZvppXzKq-kfMXZRaN zEGHZXpe-$FA1hnC8b>0uf0l{)_I|&64HvnD3+u_;C&Eb_I8xVA6RO{yZdNO~+t)!q z0teCg7>!uRO>jsoQ@AUpUNYUt>D}B{Dy}+)D#z4s-Ex5`Z-}37mK9X?`)j<+ClJ;p zc4M|KBc?Hyum_EQL{m6gXq*xWWy3@K(TDyrZ&q8yiFTa}wWaBC22z*Cn1d0jRN~MI z58O~5%A7cA8PyeI{|jyr)4XSDeEd3|I(^pzo!)!5+R(HF@SkwHg<*ibQ#X;|S?2vK z7+xr1gD3}hyVigWz3M0?z{)^N=%rtWFLzv%o%k7>h~>RpvA~$37^e^ReLN?$yw$g7 zI`i;N5%S444b^fW9iMVZh`P}8VVRs?AcmZL77jaVJrJu{5o+tFuaOv?wfh-rh%-Vv zfhHfQ4@v*=+JIBIp9#VVl(WE9XHX*ZM{aR|O_{YJN8DE#l6gNrA1hJkJJ~VYHTSF~ zfEjfiI<5Z(?(R{B<=*zmCAO7`8x3Vt& zv!k>$!Z^eT7szN9{Yp*%T#g4sXDNIgu+`?{b_`q=oZ1owxqPn<1qZKx0K(&|uTL)B zg}=o3raGbWxS6#YlijyLe)~lm_(7#YxK|xc)HTaX#zEh!S|f>)2}nLit(lLP6hVxD zr1@fA!G^cNPH)(>pZU``42-*H+~9MVs>U&LiP96st;fvR2>+U@uTbXz<yCZ$)Kx1FruPoJB4NB$r;1>Y42t3Pe!5uLwnR+s{UjS4zq!z#0Wx`R1R-}uLc2f zis1Og;%-PtKH0$bB9AXiGbh;gLQ!@fnfM4lG=a%Jf?sPvz6*0_USa>Hei{dj710=5 z4Q%pp*~wTXg!4GP-b{=MA_-(kocFYHidHOn+(@DTU6%X>lZ^C3LtS5~#Ir<(cj=It zDtZ4?#Cki@RhOvP-io*)+0kG#K5#{??zgrfZWXXBpB}V*55#ih{A!$D(Okw5;5xhU z!EAN6v4d)bX`k@St1hq~63vQR#SFnulZ42;C`bJk@6g7`1?Aq>FQ{lG_> z0@vtOTm5`3CyTT+VcQ$;s6XYN?DTf2?#$$km)d&NIX3N}K>@gGN~Lp%kGepRC(s65 z;nFu^_bDT<(+pQ+gs6OAm9)Aq*he}6u5*$OWV;>A8coCqh{MNaY(V{N>E)_5wENbL zFp9=jLz*cSYA3UwXb)Kow0=MwKbu9#%dw;-%7I|;Z8hQh%;Df&MP&9rhQ=hah1cReBM7L>k-0yUFi(R`&=!4dWU#DPPe#0TzEF!+kLh$kd~- zn#;q5yAlEEy026Ly@S0_K-&a~yt?bFj_jiPK0GffizoaLM2C4@4_rk7GSd5iSEDL~ zfP9F9Q3eeKKme$c0OMc=$lTm(Buxv)kTBXi*w&Q&5NX&zZ+8=qn2W{9sl!jYboaN? z(xIVGZB=JVI>*@n4#qwFE13ay3%3~FY4%AXN3V}|5NzhJQmO$;q~cZ(w%st1|mgGkq|i>`w{Q z-j<1~4pRFU+Nr37gv7#>kSmGsMw47!gDa*e-7~EEzTwp3aw!Vcm2$wAy$UN!Bs}< z-*?8Hf(4EfQ>19);;ND53F69b7_uds}F<0 z5xt%H$FLFagIK_*9=FI(CR`-)ZwYyt&$`F5zsBF1YDj)!`x9N1DHU|M(~}q@agM;5 zzOgxF9x_iliisiDc^9AZ`|+?04^7|!jIH)ZY-`Y^>R_gjhN>$scr|AO1xHw*WqJ=*f*917+=8W;?4M>xtiH$7G5=D=kTKPG3Hz#3@my+a zuCb;{RNQxm^=F9zVS}ec2D8lV#W0G867V7KfR@VI6xpl(CcISZQk9DOKuEGxx<|z# zRQ44vi+%Ofpi2MQ!(>AS&_FBpK&~cD+%wDv)-=+lKpT122hED>K-2^}{jt`2YpmL; z8`lf@hW7l|XyJNQFLe@-U1GL8&;c}x&Gtm`WZ7J!_g0ov^aL$7Wmb)#L+Q|-#Yv?eUv;`s4K%h_M>jjU&=4@|X zt_7}=#QY#FvF*aVHSp#5qshDGsB(L7KmUX1UWqJ)xCX@2GlkP=%#gsgKRF@q=Fg{U zz~cO-Zme;?BpTmt0v4Q=7q5jqw#2K9S4?_TtoHL%P7j;7SUz~PGrhe2>+?Ic0Kp8N z;|jX^FB@LI$Qmt#JfV~g^Pz`Tj?9%BcEzCWk;N=Duav$m!ZJ_0)u+dba53 zgkj*HQRSmenOh^E%q7!fep-oM<`@DL)SDB?%2)jTKo-F?h~5iQ$eO9g&G^-_iwm zHk2q`jzScZ1In@C&gUxJbCN|;d-%pm7nHQk|Iq3^9-_4B$DrE_Jo%YzWDeIJqS;w7 zx!LkP>}#Z2F)RBK8CXObW#^h-j!$szOjmV1EWH}em7)@+aI8e<^BUl1fU4QKRw_kN zPhC7pMD;z5?omPob386Ys_Yz-&XtPEQN+%m_I)A+M80L9W5U*_?ZH1+2cDE17qgmS zN;a$iu*`uTSRvi6eYqo0vxwn?M_PTdHLm>4=eON9i9_>Lp>kZMgEKTn7MdOmjG&ID zA3hZ^e=;dlRQvmF2q;JP8DIV>l>R!BIu5!HllmCUfGu4I1v4G`9MGtB9;_v4DJlF8 zvw&F5!n=9W^lN>xi+GCdW7*Cy%GDKh!T^3PH_Y&@j#?&ot|&)0 zc`angc;!}miUdN>13U0<=C3{0EB@p1RLqmnJ3zKcvphA1>lzVM=r7C?rS~ML=R=Vv zmSUd_ofjXGm;d?lTa7^sA?OX(S7_~UzAC6%)o7<5eg@$!sIZn7%PtP5p_9RCXIPWy zyQaUUsdnDzM1gnr2_(#g34MHrS$SSQKO9f&;lOP(#Ok`*>}c6!7fAo!6Nl9NI^L90 zNz*Vc`Q1s4aw&1@t`JNt{L+6Pl^F7P!^%oc$2T0$?}!-ABrv6hGG-wg#+_*zmA(HRd>vcX51r$DWeKVW8$$D7!%TDIYD#=ibpW2@hB0}^={za zOITYDiH{)goXzHW;=!_9K2cs8rRxDSMZQZ{Yv%HD*x6qQYSE{>!35dA_)! z(rgjSeir5wIHxu%Ew6+74gl_8Og*2ObTo6 zq>5~kU_c=1q`JoJpWp9~3yGL#?XT#y@5cSob?U%$T}sp)IiHfke(k|ptC#EmTzVZX zkd>90lCiJL*u__-0suKX+w;ThP-|m~bF(4Ao>L`lbwu7%WHbKn&~;@qEI-w16NH7Z z`aT>hP8r}v)48eyspLF0lEld@--@`$WU30Z+Pua(Q3OE8bw&(7QS(#n{*?8-(ruiP zuk}~dO|@2e0>Vuuxu~NJCApsbY$eamVLs>KFj&Ak8Ut=o01jgNHBvq5_f=m>_b#`1 zh~KG!m-^;pZR0cGq3@!6=HlF;Y5Vi^L6mMSDBVDQMX6b{8H(W7=b3ejCB-)i=urWl zzrH!4PRdAEDEg^K`-h_9(kNn-{1n_E{egMLeMwX0y7C3*SW;<#u1f!SpIIF8U6S`F zWvnZ|fPgJvZS7>dPRT)ln&5xu;LNU5TDWjFn`zlnb1pjYG#7KIBh%Qq;7JU+@^Tie z>-eBB2a{H#Ox8~x0SZ*$fR_uGwt^}eDeexcr`C4UsP#A4cT=q%Vr5D=Wy|SA5&n07 zhMCKgQN}e4i8%23gtKfVHgMBax^*+7I6`iwS%=R*^I5xrx;K0dLeIb@4`#;!7a?O( z^yNX-gaI=Krr!sqi^JRYpZEbqKfkT7n{0&={kfsb&37HRjTdDPhfUX)9hj+;B2eTK zBjIIBgJxNck~M__jORn$uy*na5MG1d6NPZ-fUG6PlYYOHBxT%2!lWq%U?|9(eVgp5 z)mwxKgD&Zdhuk#xJR)UM2jaB&ELqbQ@2B5HsF^fMPE+0EDE1ca<^F-FP#)l^>>PwJ z2E8N!_a&c%gPZBylj%%-9V;|&$&EOW*uUaGshGj1k(|_vTQ8IN`_EnA0g+dsK8*L* zwG!~cNgIo$5~&S(QxHJ}YV8*!Z~+!>RFkEGG!9?Cs(&pJ`GKp<9d{K-9)Y_4E*!nM zlrlm;`QX0`_XMd>j+-QJx$&hFI4JP^Qu2bltBSbJpYZ$L`>JGxF>4RpxlsiXH2)pD zh9!tx;Ut(pe_kQ7EyE#}ocg(6oxfSeWZ85m=_JUaOFy0e-(T~zi82E{9oO}2Od3ex zC>sr1)rg~T*WbBoi=$Z*t)kP3G88uAAj&n&Gli)bUJb>sMUXnzF4+VLDeE$~u>%jA z3BxGf<4}o6Z+$XMMI4lFeT^B43XMvPn@9qpyXa3)7T`LGWqdCWCaPVBSOp#zl70%! zrfPOo8{ojC6@g7RAK{H}UmiDRl_i7$BnY(l_Dt`eW&@4CWvmhpX;(teE1)JWi`P%a z20m9gT9`-E+z|*O&^@Z~u^lXMopeC+v{(5Tma>}%M9BaIb{h48b7_8#>M_=q(@y@5 zdMjvQ4L(vGkWUfI)F|jmQ)uQS%#w7+%pP$wijuNH3Kc zo5(>?Zc=#mcJtH`1Q#foZh|Rz6f;bgl7l=P^`2Ivw9rpz-v#*?_sje=eB+nL43w#p zzpfK}JTejW@TA(;Lfu)uA>OvGZt^dbIr=GW<^9h=?P2K>jvs_FwVJ8>q`%4$H{H;vINW0N zO;4yHNTf=fB~ns00-_2O2*F^ofiOLl4K$r80PRZoP%~*#c!6P{3pkF%k@Y-KJglxX zUYGeWi_6l&B^=7a3lva#X7FDg5=O6tXspLf9qT>YM!pJJBWe5QP9lYfrJ&B=2L?E` z1C?}=4^ZZdr?e;!HOTo$>3R05uVcQqbTn|qH{-TBH~W_15d^ISEiDmsS6_j_!`i~EkT3eu3GNU@#SuWHrR)ulR$It8e(DHx>S z$ZOC>78#kCnt9uNGw`U3vGrLt(4MtZMh3dzg{6lZL!*dWz?AEOivY^nj5{aasW04n zW0j==$D26Kra5LHIQ$?+8;ah_$c`OFEb-q@fuLDED;7n^F?0ZV`ZMCoD}}_r*PJT? zX%2ZXHI=7EWK6zb(putyx}_;^#N3*Gkz7IaCr)3`Fut7L*WglM^x7I@ zBJs2c2))GtjP?Q#ks;iV*yWH-dt*4pyS6TNSoorlT(gQE`8=q@EX&|uY z%xs;ES$_+p6O8Y>7BgtS?kgGp#*K z`#Lsn<=+yhw7fbg(ks^8kjB6w5WJ+r3U8Cu#?Wc5jN70tVc@9BpfLUYXIi(WNtHK;8V16i=&ZQ!0rG#!vR-_6%e^s`~24TqT*OR znKDnq#3N5fzVu9!om1t-S#a_knLvJ)@#WQ~`pThy@CgYLY+Y zzS`F0a12}p!%YL>NLfhD26NEY+fG+nPJVCkG=>T-IM}lnOXV(^DJ<-G_sxl@RL60} zPOpfT-jy~PGjjc{4(=sAuy<|@Waw5|bxS0X=O}oJ#6A${ne*-RO>1~RSwUDHr`wmv zw2zHQiJn@&CUz~-D)HR#tprmVUF7_&8F-`t3bs6l8P$2=xM2mX(Eo93K5zMJc5#l9 z@ena68P>P10_~sfNA(9=z!=#+=$w8J1io8IpVW>= zUUNnriNNEH5Q$Ejm?2Xq{P+ac4m1}Uw$Dg0>Bqt>#_E?}TkEI;cOhjT5KZCtP~MmH zuS5mf75d3%!NF3MDSEdTh;i3Jwq|0Z*JkE1%4~?v_vK98OX5Btsh%92+cUQMWH)HK z*D5h!@V8Cl?EO6nb1nJ8s_G4{L#}GlI!?+i?577%_ZI6FClW!jP-=K0x+b_hp;@`wJxX;;pwOOH;#4Od?aj`|AgU5Dwc!;vm zZcUbDWlQ*Jg7{JvFizo;1)%m$@*FQU5-2vQFUP5T;n9YycgI>cVR<5D-Q#_HJRR&+ zq`5UzZFlGk#?CK%nv6UFWwtFIk%9kyUkvRuGTaFdUr{F;yw2??G3^R;Sn@cA2&>xl zbL@Qy-%_F|fc<8Axi=raQSl5qow1KCVM`w>#76wt5<}e*&SH~~(I_Rv9KoA``9j93 zsoP9SxCe`v*o>a?KC*roVGYt+uOgqo?&vqGpVvKWcQs|0+gP$6LSoHmc35!2GsI#q zjDtrOcQC8$e_MJ<7&dd~K^0}4@udaO#|@1@B&;UAK5Z0k2+ZM`b*SLyX|vW@uerG) zJgqAuPxFhhZ)CZ&xlUXlrWTmA39c{;EI&|>6}&QU3|>!d4AMgBu%{FO7R-^mcA!DR z^fXd$l1jwQkO3SR24+5wG+E%xLcz4feZ?E6Egp;K#sH|5BNo33x7o{cihV-^*(p|< zGR9KWIYQ0#MDPa!j7)T9+o`+syE4=d_1K&yB1fx}Ur$w&v+Q;#flF3VSL8Csc@%T3hj*T4aNKzAx%Z8bOWP zP7WXMc$9I%r_LTodn`%WL}>tcY2VA0WyarK=5w(|kN6!9ULe{Y}2l&j(kL zN8cB)Ja~o3@sMkN0Lwxn$MPM3$#Cu}f=9iFaw{m&e$+~f3@88o*1a}qX4T96d~%tyulgPUCVSui?id99302M~# z(A~w6iqG%M;2*2m{~OIT`e@UPXt7CM3CK+B6F&~(ulti0p(zueJQ`=j&DO*Y zYiwhMhxf;$*~I8PvhZv6z2j~c2dUSoj~*`l=4g``7vqyG%1ii;Iy%KEY`=yE%-&O&3@n)w>xNz$PRF{6C-sdH~); z)l_!2LgknQH+&_P<1azzxC*m#XN;{cL0#%XU44%672gmK%r%qn0tISLhdQ@;_VJGz zNdRW-D>bSasH?w$nwvEFmZ_)ncFc)r2gcr5f&2oYvkY;cFApVr2gFJ4?+v$}+_=nC zcklG>-Cmhm&+*XFbx`)blmf_LB1mbTrR-Yrr=MQ;NdDE?c-wxzq1$mpa z(5|~d^k&?%%moc`wxBuvuJi=;)_kZK?;2xdZN+=VkXt^DCIYb zH&snxR{;y(`b2RybDH|3`qh5xWjPSC{>V13bx07~BwRWAZGLOKJz2(q(lMMd3`#&b zzZe5azI9LFRK^1|6r2Lo;}<{7Ob*J8zpARHal4iaPz{LyFcE;;4zci;8Z^P@?_U!7 zY)|l2kX5ldRAYx}7b@W&2a>Vt#RE~?v<>Uu8n=0I0KQjERG2R|m$T&hcQ&WFw_Q(4 zwgO|yh7a&WX#$+nX1frORUG?mx2-5_?p5j%sDQM;>9K7sRMpp32SR zdIcchL`Mq&`x$u|bMO{44i{zzs$e%@&iDE4W@u(m@%*~{ZmQSDKmv+*K*7mPoOr=J zZTm|d;gj%m;R}HIrJxiDNc9m^9ybwxh+zkX0P@^~& z%?}UDnTNkV9#i9a;C$~c!9!MHavL^C!vyokhabs_sra*MzX|WEfDR&v=5!uCq3TNt zqCO^RjVOd%Yi0hUr)4;F$(a4u7lla6xtYY9mjWu+fP>Du?eOcJ`vMfivHpoK#4$%a z_<`zA;HKrWY>RfGHrqwa{m53u+|*=j*qm6%%)QyKC1U#!wC#nKrkICfW0ZYpMD2>> zHTGHp7f4h-ZA2Bbe~YBOWtTJ8x=H@*3Qiz_A!(zJy;3QPmj-^EdZktj0}`v~0GtNG zyp}efWK?~xns$n#&_yt|(bX|lxW&2%396T10gX2*={E!UHmV-JN_cK}VeK?0*XVBg zAQ8BaneE<~{23ahN9CaE&P@?yHN6C`d#m~o{?)~%#rRtyt;g?p=De<*Rd&{>+--B* zAF&*2tRj3~6^i9i)X4^(8fj7m>F+mqr*fM)xnb;OnP06?95pRoYZ`xb^08MOP;itP zBF84zIiIXjMQ<#COIeuhEVeCD5}|xco^8CAFC=fTj$f?y;Ct;oN9VKo4y|FYF#h@_ zBQPAc@)HD_-{*+z%Ung($7mR>ZB_TP0{9+WYArR4dEjHt5)qFs`CQ;Vyhkl*`26KM z*-PLqP=DC@W;kk!FXTo_Tu%bLd|=`B4|Bc z$k;po3h~IhNqfEZ&?wKF(%0;~(`J5NEUI`SkOQohp7P$u|y?J3afsOYLZ0 zGUzpg(&zb+_E#VnMDXU-rwVHShi;UnHNp)w2a6=_AKpGlVwSV3#6%yhS{ABzo*Kf2 zbU3X%q7u2w0#{#wjAZ5c@d97tw+YV6c9^~5-YSDP8%Xo&>-Z9wlT`Pm5r-3&%p14f4< zzADEk`l3DaG$@m^`moYef$F5Rh8|2Esi4R;sz;~?qiDRt4}_1z{|trU;}wAU)$WL? zeZEkcu-L4r&Zz3L%ck#o$CFuH|Bz7fAQWd$`sRFQ!mDVI_G;ln`5&mxr+X@1N0xh5{`MW-KGhh~3GEajVFJkXz`lz!R;M96NN zrf?5FOU!9*<~be|Eq?L9kdesnx`Qy-fz%6W?W&-3+C$#i%I?4-$<)G*ISW2xSgaUV+eC5#=BzY1OT_)A#sAS1DZ2HoG_xtQ z%k68LB=)vKjV$2};Wn!GD}2}#Y}KXBL?TN*N5&qDOVkW%xE+rJv+*R{tQ9NIk7ZsQ z<3f@Cpe>CxaUIE*+c;Z!VHKuydGeRUXsWg1NY_#+BPvVX0wl+PT z0v!Drpn+*~PNXMq|B_wGWRYl%ZpY6c5jmkxJ@rY8W>wd+)4JM5x0kY`Li0_68Rq_<_EqgM#Qe}zEE_0Jz;m5+JEysip_wzHZE z)srGpL8$4f@``vyl7Xoq?LANm;Wvb(3+|H67((8+Qy%(_V*)%D!-SU7V4Dl4-b-DT zwk$=jqt+I`JL|cqJSqRc!zbRhy8N~quWvNq5asEPu3vAvFVHds(WH!+B$L88ls z*EX+DrGtaDA$ce4;a9MW2#!7KwB!nT8>>vQm^ZOqiK0tsiLK?){)zkU0a_8VD6r+z z3FLv$&^PpQLdtEOrEWP5NEv zu#h)|lTtqT&E!#s>8!KANXS04WVtpiU4uvF0OZ1-H55zIMw|dMLsEY zgeB)_jO)JGdabEu2?p(8AeT}xUx$37askv1P2<~?(XdpK9l!Pyc?tJT8$#2kdRUid z6jmo%CHDyal3jEa{fPKYIEi7VN5u1-rcCH_K@XWrc=ywhbh_cUcg8MpKC{~MVBO|w z{?RIM=5ifc&T?<%i^X+hLHABxKd#~8mAFh88V*!C_4=1`=t40bN+7^^vBs^kdvlgJ zaVx`gInDo@`U2~?k##^uF;Z~HE~pVFV!kgKCo(ee8tPF$qR9X-V0i@YqOUSqS;NI6 zL-IcyM~hRy)AhTP2C_1$Oe2)U#U*0+6`8d|%G_+Pe=Xe5UFmRzcMhfFWC_4v%Di`U ze}QGw;qPW!{c9N)f&QK+jVCX^q4J=YtX{3brfjWl#fW9fsu?d!-zMYmr0Y#tbf`DK zI@!+Icpjzukau}7qw+BdnNvE+HL~gbp4(aol1_t}_N|7SA)R}pHd=e7`H@rrco+Oy zc#$i!)1}@eHTSe3_X=sU$qbE?I!(_o+^t*g2>SuQrmPhGh5!0>*w2+19$uD_z_?ru z;i9JTS93FFDQD`(k4<&3DNJ4y)5vj7|Hz`&{^Qu$ZxMn^WgK54rejGy4?@-}F|CGv zeMl6nNG-Z|5o=TW+a(8|;6}C~`8?6V!T-Kel58b@oJY%arwm zrO+GuIUGJLPD-lkVmM2DnN3$VO#AOXv9gJ0DYdDZI*@_Ivk$L21`z;XD6iGZz!*FB zzxg&@!ne4AKm1nv{PFpxj$&Tc{xdmR?2m~XTZHJaXg2L1J9CgQ=X+-fk4Dx(h!ual z;WLsZ+G!2Wa4EXb*jJVGSAGtK_;s$f@y~y3$kooB_U4}FR0>dE$}qS!2b;>O&%ze4 zN`k{Ce4A~$qsTUDDn$g)nf)RLLy$VmLDk9F>LisLL1_9Esi`?cZ@T5`$o6(S0W>5x zb7Z@ofTjBV(^n4FvB!DE8K>7R7CE#8pT$Z@?T4xhSQlZk%_oy4cAa)9>IW%geB@m< z!_v;xsoA_n#Gh@$d^#D`;wjL{3=B|9h63YJrWzIw_fz{y0=^albL zjs{&^lHSqpWqio0kt2#V{5!;>O_m&+o5}RCA#bx1vmYl$z)kxri<@>I1=H8SGe!T{ z-^Ej5$%F6k+YbI~f6n-usHU>~q()R)WPd6TOPu8SH_pH3Vk-B~^Pea!%qSZY0F8G3 zU^kg!AKDp5iKYHrX|oviJqD<{2P~?$@^1S14yj?tv_&+TuqUq7oe5D<5ridD#|p2Z zJoNhG4D6jaME?LAPBNy7BWZ0!E34k~n(vTbYst=PN>cdFV_vlPo#?Wh(E9;ijF9%l z7oA5Pk00CMyg^c-A4ShN3L>>>RSlBw2xVQ#;$F>9{#O>>SY;#Um>MnTB(R6`8H zyWISo<$tSb3L@l2UD0WVn_IaYa#BIfs zZ6oJDmrHmPdisF=cmTRo+y2xPWg34Y?$U=0D~*@(a@behvRnWs{P$N>4@(?ULVGCE zy2#wM*ALRY00@r`P78(C=an!<*6$HWTXT&tyl!^gML}Vl;B5Kc8T`5{JRqg1W-;Y2 z5~Q~%8=0y7&;Ru&b20E-@8LB1Y}EQUKOgtkGE)VAq6d=iM^Stk4ar=aci)fVoER?{G-!TFDe6hXfMw=!xw!u+tdRB#7?IH%6s#is0AY z!3!(H+}(StzV_#-J%C7h*j>Rx4mQKX@mV@=MU1Jtxr8q_WGpxBx=8L$E(UazKqO4 zQlEhT=M(j%Cd4pok7O5XKkICG6IzmohBbwrqicOAU?FWoQUFfEi6MM-;CDUpE^Y7| zj7O-<`#PW(+?fH%9yaJ)+QQC`@{f1AfzaDi_giL}>$tq{g>jNAQ~{mY(JA4>p;8{V ze?G}%+=30if=2@na>b~F&n;`HGJ+&Vf(lP67mvZ*Xb%K{H&&;*@b2Nz+eY%~9PY^l z8LVSElkB5MtPY>Hfu;I#g4nB4ZXV~cwb7j~Zx#6hPF=jHrgy?yw}*04KilVvXL2%$ z(^Y%oG^w2IFPdxSNW1okQgC3+JhySZ{yWtsOjUL867tPlkmhP|CL~k}Z@PU0U~PP7 zQk60o!e1PLF!4fcQX0dzpsVEwxp*_#P_flS{@;)@B#dY+RLCO0FsQ<>PAWo#c&Ml8 zp>h^&`n1BMjb8Ri%Qju95g?SY%59!X82gYS%`iL#z2vQ-YmQ47HO5UOK^69cQ296a zs@%G%{n@gSAw87MXYdz%?`_o217B_qWLOLTu^T@^L4A7qVG}MK-`_neY6Elo0D=>m zXtCsZ%DhyCtv^X~d#+sL6k|K>obIp3*|pHW<3e7-%eL~|^7pXe>$4$yC?7hS4R@6W zowKwaeGe-Sx z?M+Z?KC_)@*W&r}JUPyGKgkN=(>a#RHar`y!<#GT(rgduN#yn7usvXnJb~cSakSvI zBT}w105qtR8TncV-CPsa$TP&&sDF^`{>z{!H{e4x}b$U8-9gv^Nrc)46 zEHqQ+ij?BXeG-0FZP9@al8=vm@calx!+3$;lfcw_P0no!lm}SN=G(z2oaOjtV>r(} z=Yk-@av+`W;|-j%&EcLYiTis+!l}n)#$We}Mv>ZjYW+Nl4FHL(>&uT3exLs)MhtdF z!^%56iN%QJS(eQHY+F;N*#gcAlSKnft6Q}o*t3oUMR@+4zH*VbcoPj<&Q;(Usc>iOVWlK|?g20s6zpW;$;?`Lx{@7zAc?tzGc zeE>u0r|aF#Bcr36p2k1mLcv5%6Q3<{3sF1ekz)ut9KYR{di@baaxPLak2|aYZj9NL z`u&=*!(?g3)?JM{#)BZ*lbl+6T$T)y^Xy+EP_7Zxh-5p+(I=o2JR=`~(?zeHEru)( zV2yv$5_wGILa(fV12IQe-Mp~IV9P0uFQ%+r?ve%0DIva$X~)_G0oA#^RW80JHk^ zSInS2aB{h)zr(#5d4}eWaaJYAOEe^l$Ie2;1VuIVNjcZA+ao^Ob+)m>$w;UOW=hSP zCgD#6OY@EJD~+vEY`WNS{ixiEWId`5UQajqRR|H!R9Y3lR>7WRr3nucihf3gn4od8 zGix}xR5n!d7GSpiP`@!G6mFO~-$Nd>UgVCv!aSSZn{O&)zuU1UjLO&5{SYOTm^9mW z6?)<#kBkM<)gQnptwBY;{h^>LJ^AGwk<6#G4zq95x^Jac3+(A)LpKz`9WIe&4nXFh zHyApMq6Io0R9#e%*Mn^4R)s(v`bSO=zxnRIn%d5Y4tth-9F1mZ+%RpZSk)hM_xpaY zaU~LgQBF1+a~{G|`LIgxbL@M1nanRc#fj?yL)#;F4GKb{i6G&*dWeDp4X+U9J_oca zDsk`66Xj+|%D$@mzvR~!Utk&F;z8z0;p|dhD!&xsm*Xuoc~R3+NB{IjC3q{S7mjP@ zh+{qzAk#tbP=)h+lOj4`lB3m@m!)lZa!@k^jhCanGB8O1@@F?l>zc5hwzZsS$&la9 zw52{lAdyR+i=b>GI!S9=3j73N<6r_UO|9Z|&66Ne$ftEH>a@c03)|I)SP^4?!cS$s zhVSf4MSrxafW4<-6#{OEGk zZ}9ol$YXWvOYlWl%Lbyh~?`185_8`xSAGzeWF5K~wDlD-S z@HT~9UlVwQ%1Hxs?v&mq!e8L<#QqydRB3(K9&rFxs4>Xl)pcdUy~Tji9)QPZA=Lwc z(^K#*KDz42Uv6Vs&o8&>Lx5cL$pu4_$vq z{jRVni6PQv?@pK;zr3JEOi`_s829t$={dX6&>xY%sViyWUA3;r$+?YLS=ma~g3&PA zfN^qVstxrO?m&Y(RgBSWhHqR$-_cAHm6FrxHMd=joo zW5%T@?3JhMVWK|U$)(R*W{c|i9bXWfp{HVQFmd1wVb)l|A=rAW%1pe2VebRZ_Ii5z z86C9XH%nG4*UBVUgH`X&O^!vFlL&Pz4sDup4LPe`DM(g+d7)+l*E76#K;1Z0jMY(X zv(h!+f7f;Z6S165n;~GRR}07?c9Rt(IfTz(>9YM@c6%q>xxG9?PCL8|69`4_TshjT z^FBZ?q3_xGquF{Ne%JAxI`in=5YsUChB+5MDtfp|EFMs52y9%hYA!7WXGb%iXCXtZ zB~IHFAM3=E^b{Tj$V$Gs);s5>y$QT+B)BSrL_}OF981$RE4Qxt(vqve+8TGCuTxqk zu3dIUiBopa)9)^xG9DNmTvsmt-4v)+gM=~BV?G8Ov$DPVf9*`G@b5P`aNG!D;gN4y z+nXqJ-YM(LlaYd7Zwng3>WJUxM}^6M8Qwbi2>`Yv%2zV+c2B5YZMH&$Cn`s7@_E_k z9MfdEpm`LpLj^aUCU=4(;!v@^dbM5rNj-riCqV4Vt1)M!GOpk7s0|POD@oh+uDgai z4K6{3|I6nPj<)!?q1Bylc(Zcneu+%>ZIw>MzdBx59%izUey|`o?8Bpc@FktK1GUEx zzFzQH(}K}NZ&7qgdqYSE75*=WNjs7JLW_5o+JX)g8tB*X`@>~VaAEmWrSo%f$kOj% z|3OE$<4d->6|w9x_MOGPmrWNBUdND@9~#d@ht}P1X3l-Mi{gnYdiD+&Vf|qt5maY@k%xL5_Vp ziIDvbISsYIGcr~lS)~RM30A9ofAUwPOK)~JY-;T+tL?Kdbv1q?$gz=J5sHtIcmImf zVS6jtHmMqmk5q?kyS7sTH)rHax7mjlV!SxV0@n$@Fi%j?Nk=t#*8^}!8L#2txI%&y zp2vGS%J%&Y=~~sLmJ#nnU%o#Xor$;+ZL+kgwWoC^i#7I;VYvWIW7m-p=;(X%QLW%3 zl9x*`tN~}`2LJhHo&~IZWZS1CVkFoSz!JlaP+01H+&we4Eq$l@iTpBLl80qcTO3^o z)k{C-5a#D~Qwn#|^Nk*Wo$HJ$jq5IXt9Ds$UIpmZE#II*&^%js<;LlAaFWPGgIdmm zTpBuYX{su-7DoTX;yg^Bc))P?5G?9_wW1wSmR{t{PCZ6t<38km&|zgBwg3i}V3C#- zf9i-%w|q{x)b z>arLRAVyWv@rF!1NvxbP0?QI@Xz(Z^BcNGNlg9?TLmNr;G=_^J=DEpvdZ) zUgEbBQGCwOwmKYgQ?oS_@q{iIVG_EzE(T={rU`rUR&R5mN7V)F4jq9HGgU7QJuG9m zr(Rn6-IH!vZS$rs8VBWa5O^o^+_i06+}&=?I&&SA?qt*sHJ9`nV-{4lH`5hf(F`QQ|d=wUjo6i>zsYmzhSy` z4l{1bi19gAFB68{IUhMJsY$HI3?uk>iokBLN!QDOdh%U-%D#)MheThVQ^)eVmsI@d z9P>E?S6$@ObF6`xcz9nrPWoo`S+49uK;T*g-;DrY!@^V02@D2!_x0JhZzv}#r z4f&VMe=M+%wv6zJu%P7+l&%CxY!_WLHx|a0)^fC+hOF)P^;1LAw0wBj0BoQ-9U6@x zl8~bTQU6tE0=P5Z4N130rFZrBOA{ltmQ*`*Eieb1rWdp$Rj3j`XbL&h!5n+;S=;6O z{vHD3sv`xVpIdr$cqq^zaL7M;B$46rU{iXI0uSAfkV*n=k4>19-aiJ}AM&E-t3oMk zem@=I`sA3YuETlb+5!!NK9v}P%e8V+-*!D{$hf1TQJF0(*x|g8$7PI7O8+Ju8q$$j z8A5}#ucm|A=Zq@-Pv4DaxrNcQ8eKbdn?&H?2_-Wi!gM|D;e}Wi$5vu|4UNV%ARuAm zib`5gZBAB23n2!hwP z3`e29Bml3V{olKm|L@v>YN!4`wmX+yyTzg|M0|KOu*(GYYQLkRsHsr?*dpxz0InsB A9{>OV literal 0 HcmV?d00001 diff --git a/source/references.bib b/source/references.bib index 44d3d95..e7631d8 100644 --- a/source/references.bib +++ b/source/references.bib @@ -11,7 +11,7 @@ @book{Kramer1996 @article{Zhu2017, title={An updated geospatial liquefaction model for global application}, - author={Zhu, Jing and Baise, Laurie G and Thompson, Eric M}, + author={Zhu, J. and Baise, L. G. and Thompson, E. M.}, journal={Bulletin of the Seismological Society of America}, volume={107}, number={3}, @@ -19,3 +19,20 @@ @article{Zhu2017 year={2017}, publisher={Seismological Society of America} } + +@article{Sanger2024, + title={A global liquefaction model for rapid response and scenario modeling}, + author={Sanger, M. D. and Geyin, M. and Maurer, B. W.}, + journal={Manuscript in preparation}, + year={2024}, +} + +@article{RB2020, + title={Regional efficacy of a global geospatial liquefaction model}, + author={Rashidian, V. and Baise, L. G.}, + journal={Engineering geology}, + volume={272}, + pages={105644}, + year={2020}, + publisher={Elsevier} +} \ No newline at end of file