From 3276561b74909c649464d054e64f8284aad094e7 Mon Sep 17 00:00:00 2001 From: KeelyBrown <156026125+k034b363@users.noreply.github.com> Date: Fri, 22 Aug 2025 11:17:32 -0500 Subject: [PATCH 01/18] Add function radial_percentile --- docs/updating.md | 4 + plantcv/plantcv/analyze/__init__.py | 3 +- plantcv/plantcv/analyze/radial.py | 145 ++++++++++++++++++++++++++++ 3 files changed, 151 insertions(+), 1 deletion(-) create mode 100644 plantcv/plantcv/analyze/radial.py diff --git a/docs/updating.md b/docs/updating.md index c3f7eb572..277d2aa77 100644 --- a/docs/updating.md +++ b/docs/updating.md @@ -287,6 +287,10 @@ pages for more details on the input and output variable types. * pre v4.0: NA * post v4.0: npq, npq_hist = **plantcv.analyze.npq**(*ps_da_light, ps_da_dark, labeled_mask, n_labels=1, auto_fm=False, min_bin=0, max_bin="auto", measurement_labels=None, label=None*) +#### plantcv.analyze.radial_percentile +* pre v4.9: NA +* post v9.9: avgs = **plantcv.analyze.radial_percentile**(*img, mask, roi=None, percentile=50, label="default"*) + #### plantcv.analyze.size * pre v4.0: (see plantcv.analyze_object) diff --git a/plantcv/plantcv/analyze/__init__.py b/plantcv/plantcv/analyze/__init__.py index 414d1e3d9..e001d80ed 100644 --- a/plantcv/plantcv/analyze/__init__.py +++ b/plantcv/plantcv/analyze/__init__.py @@ -9,6 +9,7 @@ from plantcv.plantcv.analyze.yii import yii from plantcv.plantcv.analyze.npq import npq from plantcv.plantcv.analyze.distribution import distribution +from plantcv.plantcv.analyze.radial import radial_percentile __all__ = ["color", "bound_horizontal", "bound_vertical", "grayscale", "size", "thermal", "spectral_reflectance", - "spectral_index", "yii", "npq", "distribution"] + "spectral_index", "yii", "npq", "distribution", "radial_percentile"] diff --git a/plantcv/plantcv/analyze/radial.py b/plantcv/plantcv/analyze/radial.py new file mode 100644 index 000000000..ea067b9e7 --- /dev/null +++ b/plantcv/plantcv/analyze/radial.py @@ -0,0 +1,145 @@ +"""Outputs the average pixel values from a percentile radially outward from an object's center.""" +from plantcv.plantcv import params, Objects, apply_mask, auto_crop, roi, plot_image, outputs, fatal_error +from plantcv.plantcv import roi as roi_ +from plantcv.plantcv._helpers import _cv2_findcontours, _object_composition +from plantcv.plantcv._debug import _debug +import cv2 +import os +import numpy as np + +def _calc_dists(img, mask, percentile, store_debug, ind=None): + """Calculates the distances of each pixel, + the cutoff based on given percentile, + and the average pixel values within that cutoff. + + Parameters + ---------- + img : numpy.ndarray + RGB or grayscale image cropped to a focal object + mask : numpy.ndarray + Segmented mask of the object from img + percentile : number + Cutoff for inclusion of pixels (percent from center) + store_debug : str or None + Value for params.debug when function is called + ind : int, optional + Tracker for which in multi ROI gets a debug, by default None + + Returns + ------- + avgs : float or list + average pixel values (gray or RGB) within the distance percentile + """ + # Find contours + cnt, cnt_str = _cv2_findcontours(bin_img=mask) + # Consolidate contours + obj = _object_composition(contours=cnt, hierarchy=cnt_str) + # Analyze shape properties if the object is large enough + if len(obj) > 5: + m = cv2.moments(mask, binaryImage=True) + cmx = m['m10'] / m['m00'] + cmy = m['m01'] / m['m00'] + else: + fatal_error("Object is not large enough to calculate a center point") + center = (cmx, cmy) + # Calculate point distances from center + y, x = np.ogrid[:img.shape[0], :img.shape[1]] + distances = np.sqrt((x - center[0])**2 + (y - center[1])**2) + if len(img.shape) == 3: + distances = np.stack([distances for _ in range(3)], axis=2) + # Distance cutoff based on percentile + cutoff = (np.sqrt((img.shape[0]/2)**2 + (img.shape[1]/2)**2))*(percentile/100) + img_cutoff = np.where(distances < cutoff, img, np.nan) + # One example debug + if ind == 0: + example = np.where(distances < cutoff, img, 0) + params.debug = store_debug + _debug(visual=example, filename=os.path.join(params.debug_outdir, str(params.device) + "_radial_average.png")) + params.debug = None + + avgs = float(np.nanmean(img_cutoff)) + + if len(img.shape) == 3: + avgs = [float(np.nanmean(img_cutoff[:, :, [2]])), + float(np.nanmean(img_cutoff[:, :, [1]])), + float(np.nanmean(img_cutoff[:, :, [0]]))] + + return avgs + +def radial_percentile(img, mask, roi=None, percentile=50, label="default"): + """_summary_ + + Parameters + ---------- + img : numpy.ndarray + RGB or grayscale image + mask : numpy.ndarray + Binary mask with objects of interest segmented + roi : plantcv.plantcv.Objects, optional + Region of Interest, single or multi, to identify objects, by default None + percentile : int, optional + Percentile of max distance from center in which to average pixel values, by default 50 + label : str, optional + Optional label for outputs, by default "default" + + Returns + ------- + avgs : list + average pixel values (gray or RGB) within the distance percentile + """ + store_debug = params.debug + params.debug = None + if roi: + avgs = [] + for i in range(len(roi.contours)): + # Loop through rois (even if there is only 1) + roi_ind = Objects(contours=[roi.contours[i]], hierarchy=[roi.hierarchy[i]]) + # Filter mask by roi and apply it to the image + filt = roi_.filter(mask=mask, roi=roi_ind) + # Check for empty + if len(np.unique(filt)) == 1: + if len(img.shape) == 3: + avgs.append(["nan", "nan", "nan"]) + else: + avgs.append("nan") + else: + masked = apply_mask(img=img, mask=filt, mask_color='black') + # Crop the image and the mask to the roi + crop_img = auto_crop(img=masked, mask=filt, padding_x=1, padding_y=1, color='black') + crop_mask = auto_crop(img=filt, mask=filt, padding_x=1, padding_y=1, color='black') + + # Calculate average of each channel + avgs.append(_calc_dists(img=crop_img, mask=crop_mask, percentile=percentile, store_debug=store_debug, ind=i)) + + else: + masked = apply_mask(img=img, mask=mask, mask_color='black') + # Crop the image and the mask to the roi + crop_img = auto_crop(img=masked, mask=mask, padding_x=1, padding_y=1, color='black') + crop_mask = auto_crop(img=mask, mask=mask, padding_x=1, padding_y=1, color='black') + + # Calculate averages of each channel + avgs = [_calc_dists(img=crop_img, mask=crop_mask, percentile=percentile, store_debug=store_debug, ind=0)] + + # Outputs + for idx, i in enumerate(avgs): + if isinstance(i, float): + outputs.add_observation(sample=label+"_"+str(idx+1), variable='gray_'+str(percentile)+'%_avg', + trait='gray_'+str(percentile)+'%_radial_average', + method='plantcv.plantcv.analyze.radial', + scale='none', datatype=float, value=i, label='none') + elif isinstance(i, list): + outputs.add_observation(sample=label+"_"+str(idx+1), variable='red_'+str(percentile)+'%_avg', + trait='red_'+str(percentile)+'%_radial_average', + method='plantcv.plantcv.analyze.radial', + scale='none', datatype=float, value=i[0], label='none') + outputs.add_observation(sample=label+"_"+str(idx+1), variable='green_'+str(percentile)+'%_avg', + trait='green_'+str(percentile)+'%_radial_average', + method='plantcv.plantcv.analyze.radial', + scale='none', datatype=float, value=i[1], label='none') + outputs.add_observation(sample=label+"_"+str(idx+1), variable='blue_'+str(percentile)+'%_avg', + trait='blue_'+str(percentile)+'%_radial_average', + method='plantcv.plantcv.analyze.radial', + scale='none', datatype=float, value=i[2], label='none') + + params.debug = store_debug + return avgs \ No newline at end of file From e6a9d4085325e0334632dc1c9000039f6fdb781b Mon Sep 17 00:00:00 2001 From: KeelyBrown <156026125+k034b363@users.noreply.github.com> Date: Mon, 25 Aug 2025 16:07:01 -0500 Subject: [PATCH 02/18] Add tests for radial_percentile --- plantcv/plantcv/analyze/radial.py | 2 +- tests/conftest.py | 5 +++ .../plantcv/analyze/test_radial_percentile.py | 36 ++++++++++++++++++ tests/testdata/gray_seed.jpg | Bin 0 -> 10402 bytes tests/testdata/gray_seed_mask.jpg | Bin 0 -> 3128 bytes tests/testdata/rgb_seed.jpg | Bin 0 -> 3069 bytes tests/testdata/rgb_seed_mask.jpg | Bin 0 -> 1418 bytes tests/testdata/seed_empty_mask.jpg | Bin 0 -> 1359 bytes tests/testdata/small_circle.png | Bin 0 -> 412 bytes 9 files changed, 42 insertions(+), 1 deletion(-) create mode 100644 tests/plantcv/analyze/test_radial_percentile.py create mode 100644 tests/testdata/gray_seed.jpg create mode 100644 tests/testdata/gray_seed_mask.jpg create mode 100644 tests/testdata/rgb_seed.jpg create mode 100644 tests/testdata/rgb_seed_mask.jpg create mode 100644 tests/testdata/seed_empty_mask.jpg create mode 100644 tests/testdata/small_circle.png diff --git a/plantcv/plantcv/analyze/radial.py b/plantcv/plantcv/analyze/radial.py index ea067b9e7..8bb8f1a20 100644 --- a/plantcv/plantcv/analyze/radial.py +++ b/plantcv/plantcv/analyze/radial.py @@ -1,5 +1,5 @@ """Outputs the average pixel values from a percentile radially outward from an object's center.""" -from plantcv.plantcv import params, Objects, apply_mask, auto_crop, roi, plot_image, outputs, fatal_error +from plantcv.plantcv import params, Objects, apply_mask, auto_crop, outputs, fatal_error from plantcv.plantcv import roi as roi_ from plantcv.plantcv._helpers import _cv2_findcontours, _object_composition from plantcv.plantcv._debug import _debug diff --git a/tests/conftest.py b/tests/conftest.py index 8dfa88cd2..72ca2673c 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -88,6 +88,11 @@ def __init__(self): self.kmeans_classifier_gray_dir = os.path.join(self.datadir, "kmeans_classifier_gray_dir") # nd2 file self.nd2_img = os.path.join(self.datadir, "test_nd2_img.nd2") + # Image, mask, and roi for radial percentile + self.rgb_seed = os.path.join(self.datadir, "rgb_seed.jpg") + self.rgb_seed_mask = os.path.join(self.datadir, "rgb_seed_mask.jpg") + self.small_circle = os.path.join(self.datadir, "small_circle.png") + @staticmethod def load_hsi(pkl_file): diff --git a/tests/plantcv/analyze/test_radial_percentile.py b/tests/plantcv/analyze/test_radial_percentile.py new file mode 100644 index 000000000..600ac2ede --- /dev/null +++ b/tests/plantcv/analyze/test_radial_percentile.py @@ -0,0 +1,36 @@ +"""Tests for pcv.analyze.radial""" +import pytest +import cv2 +from plantcv.plantcv.analyze.radial import radial_percentile +from plantcv.plantcv import Objects +from plantcv.plantcv._helpers import _cv2_findcontours + + +def test_radial_RGB(test_data): + """Test for PlantCV.""" + # Read in test data + img = cv2.imread(test_data.rgb_seed) + mask = cv2.imread(test_data.rgb_seed_mask, -1) + avgs = radial_percentile(img=img, mask=mask) + assert int(avgs[0][0]) == 138 + +def test_radial_gray(test_data): + """Test for PlantCV.""" + # Read in roi + circle = cv2.imread(test_data.small_circle, -1) + roi_contour, roi_hierarchy = _cv2_findcontours(bin_img=circle) + roi = Objects(contours=[roi_contour], hierarchy=[roi_hierarchy]) + # Read in test data as gray + img = cv2.imread(test_data.rgb_seed, 0) + mask = cv2.imread(test_data.rgb_seed_mask, -1) + avgs = radial_percentile(img=img, mask=mask, roi=roi) + assert int(avgs[0]) == 96 + +def test_radial_error(test_data): + """Test for PlantCV.""" + # Read in test data + img = cv2.imread(test_data.rgb_seed, 0) + mask = cv2.imread(test_data.empty_mask, -1) + # Object is too small + with pytest.raises(RuntimeError): + _ = radial_percentile(img=img, mask=mask) \ No newline at end of file diff --git a/tests/testdata/gray_seed.jpg b/tests/testdata/gray_seed.jpg new file mode 100644 index 0000000000000000000000000000000000000000..435cb15554e5ca48db6ba2803dbf2b02bf13f7a5 GIT binary patch literal 10402 zcmcJ#cT^P3w=O(nB&Q)K$yqXt0+L}s@{ogMm?21zjFJS&Fd!pY@{mU25Jhqv36jHr zWCUR(38JXi_x+u7)>+^8=UsPqb*<{v)wNge?!EU@Pt~90Kbrs=J#DZy01poU!25du z{;UBs0Qh+S$UimyKSD_GPfbKfNI*zTL`?keNpgpjnB)!#F)=AQ=^e6vH*Hw17WD0It7-6a72pUk(2eJbVH|B4U!i&yxS`fTsDYlYro_CZfM; z{`P+M_dbA-mWb}Ilo~O;i4zHrKZA4(yp)tzy{R8)`tg)c#yKGN4jCg8GYc!ffS{1D zh^(Bvf+Fa?hNhObjxJcw3}S9!X=QEW;_Bw^;R%HWJ`D;E2@MO6dl8@TGBGJREBjRr z;&pCbepz`%Wfiizrnb4I72Vd}(b+XHI5a#mIyOErJ2$_uxU{^oy0yKtySIPv`S9rM z{NnQ4)%EwAAAeQ>r2m-hA>en^=dxs>|GOfrmnp4dql(8(AM-`$d24;8AtgVv;-s)P z8FM_po12aa-$%Z293V%SZW^7}t_7eF{ z-}l-GpmXiEfg2>;F~cAq!mmBr^xu=d)lLy_oBQFFyiprPR!S%|l7V=cOI<>u#32Yl zfHQmn-X^`7UY7O$d9@G$ix43W^C*lDNe;yL8L(ac9{l`Z;2>sD$ls4~Cnk zYq?1`YNJZ5YEq_U4AbnX9_L6s#&aXZ8uifrUH?anEzNgM<};~O%x3Ft2Tp?aC%#0h z_}+&cYeqNMn7&Ln*3z5PVjv;Y9nscdsg^z2KZ##2JIM)WwBAC=7-<`WZ0N;k3#mK}4E#@CO>xbOvE11(snQ<({S2`!XUt zZ6rPRx|{hcTCaGOt((l>Zlh(0;Y9`P5{hy*-+iA*0^aR-GK?~gh<`*-NM*u!l&k;O zKWnnYTRjOFHL~F5Ue^SX| zSasWN=6fPflYKpnU%zTI?ExFvnh&1%R)s-={k>}*5KoKklw4LV8+O_4Z|sd36iPZ! zGR@k*5~XXHGL!}ln?|tkro28TrMd&P-C*@Ipb%>JN-(mZ^au*G6xx6zR?&KRd2LrIR72| zP)f->35X(;TpJ2$PMe^%i9I-x#46nd2o@3@nnJIc5ZTNt(_bx#UMd1hW_WEzVxO(a zbQZLS!?(i(%&wYimq|$COknMIC`$P{RxQhD7hiOxTjgvJJMM4}ZlJ`^u_JBq5a6Et z^_83{Zc)E8vOU|AYj82s?q$aD`Or$@Z9Rzz1jn0k;%qw1sL7`Gtp+8o^=?xi)*??u zEHkVTsxrtXGC)!=w_5wFSRu#?=NIhuz7x!-K#G0X`(_s39J|Gp>LhUbR15BlbnTQO+(QP-vn^uqR>|h*&VWEn zgmXn}C&HTNLebniO9x=S?z=ek8#9ey5bF)roYJjj3><|qO27045t@H5Yt3uoOJR%Y z3?1hGVynM95G|qeA!5IL?P&`tDRjsulLL{a57ymH+s<>9N`Da~d*~iJaj#W6`dHE` ziW*qtH`_CiceVB1LYdO?o_JkYnrFQRyo0K&v^P*G20^Dd4)7B}|5s2qt(7U{9=`-C zXX~(z&0doCkrd9ALVaULT=|W6OO;`h=ve|DeKyU~sNl5OA}Ev`bF~y0&%(>mv|3)2 zHDTYm&PF*Qe_6Yk2eHGB=^;jDVIhdmuhipt1<9V(m3)sV2leXrQJGI&^Ypyd{pjsN@2(t+33RvT;viAz1MtYXqK z1O+R#BnsOaMZnc}#YVG0WuDs!-+VDF#yS^7976X~rDgQmsEkw71~WxIcF)R@J25UM zrayO<$zH7+XGfe$Yg>&S>IbTv4(^i_J_iz>-a%!Bx;SdSx$B$5kTuOv zI|R@O9JP6x@j%Z_Eaf~?dDu-6Z;UYLOR;e4f6`{9nzv5&Xr=xW{>l2vyCyve_XCa6 z=pq{vacUP7ez1jBuBY!b5F~qFF3U~kaJenSd>%p~ka;>v!Q*C03R0|&#TBxjzXuCz z6ml-#U%!X+O6x^x>r+_o;|3UkATOzEbJWQCZBm_gh9? z@e@_yFUIxHwN};P3_LPpUrl7Q#=ZBw3U6G2$sw%i7S)vjvUwj#bxbTod(g-0WDoM>V9?I({kOJCqizVJD2tB(V@(zMafZ!Hv( zWkc`XF1y?*!5vvo=-I{Op(q1ZZ-r-GP z)B*J?Eg>)z`98Ci7+(?p^ZZW!Ps=C$?W!L}d7r?7>P-z3&aDBfAhUj8T@_1~Kw2pU zD%L3Q`#fTTQ#+YaNannpeY>=)Hv^ojMHnUfavw(|FM3GX@pPKDtmzmwzQafNAl z4s8%1sQMn{@nfR)!WxY%|6w)u>uVWwLoS*2GM4G9=_gfvHbwCSRjjoR5blrMuzgJa zg8O28RPT++d}Zt!CarmnT|rq?4p;#&da4Szu69dv@u}l>)DHMJ7#ZUU#+W`Slq}5X zo`G8)S0sfuK9*An;f*ov=UU;0`nX<%&?f1A7QRkXPJQDAWpwKs2^FX^(DPBJMuWW> zr3PXn=0lh`T}1|ihkfxri;$-*^FQl+V0CuAd3OkJo)<3VN9vvq^}+<`7(sZ7zN8H#XT`~@7QJFn={Ccy zxY-(O^dRMN`m(PobDiHf;n*y;P8%7Gt|Ts(SryAy35z2*NlsHYkpQWgt6Iyb&wl`) zg=yH&*C#Er1k;imKl?%dNeiZ-MyGc;?Z3@kp_+Y;tL{xUqp8CFjbf z2v7H9@@QQ7cgvVJ;qS#!ZwV@@t4pHj&4Yi6qZ-i(j{Oz=2i&ahXEfV*Ce{gJd!;x; zxlC!SvCj~SjkO(OI^oE>H0-LsAigT-Pq%kwhxdMBiczshB!^-{#XAW>dvTXnx8(%f zPf>CF)zGbccXs@jO7x!&joC!~z1uD7!H>JFW4PzTeNzM)!uHp@8Plk6gPds86OLDn z;5(*(iP+xZ#7&I- zNg{xX@~}nUbQXK_rA%aBM?l7_taDxAE{=)cP1D{CEh6AfPdO4FcDt^<`!ocDsG$cIVpP&FuXQK=Drqc=oLHc*MJtyubj z`FzTW^!Ry>#?<UL$2rnI8UVT2QKYw?fbdsx zD?33P^Ow~)ag;sF;kqMnKS56WLPxzruvrbCU%B`Ajfo{8)Qin~9di=7 zgR%WwnPEWSWRpz8a>+#MZN;g`yNNIRwsvdMQoaBVC{Xx?bn32XoBstZ;0&%Q$I}pllsyOSkP)sarqy>g1zjL zHWV(wBf`>1`qgGtu<(iw`n7Qc7aSP-kaaa-Td{tp*|B?6osH1qQU0LvSq#Kk;U}3An#0)<&(-)ae~((S#1FkrdT^7)RwmK--(=gQbziG*>=vbskbbfB)$~&|4p7^a9IH{8 z4h!-<+NJsQw7SOn-5RjD!!ao}t-QC#taF8JD7l>Ux$jMx=g?Rg!T8TU&Uqt>NBzY< zwH^J_Acn)e2sx%qZJGYV#jXtETU9U5;p6lBSgnD~&<2B30Jhq_s5gPUd_#C z3j@<+%3Tvyr^c7JL@=+7yNhpeIbz-)tVE`UXdr(8@$x?(qi0&XQ%-Eo?8ZPj;V!rN zXBkPHQjck?*6;_20`R_cSRx*;D1{I9)2@=y;jt4KHO(EsNAq>q_Zx=Ai~7zh6LD!_ z{@9N~`IfrkcR8)NK+`sJZJb)wfr(3s+}E`zKADO}Qb@v+ccF@9A4o4~{P*5c^H%By z3Fk1d;Ai~-NNgm$&Gm7SDpKE6ihr)!^N@AAN0cxQ!)EB;VfJ<}RvD!B>L&W)vzA+p zZJN&UwmVr^pM%Wdqj|@7SsJcUAuYX;=Az@y>5$lS@rgLTgd-SRwfAjy5F6uqD#Z>b z+VHRcMC!@uiFA!eh&7Esb`+%|AZdhW-J=XK)VCMBgpk$ez4cJ3ip);+hUuOV2jF+? zs#X_jpzi)TbGp%N+tO8bzV7=~aq^~YinPNo#oyxIhAtVOeH&eoz!h(dFB7IdG%_>n zXl-k3@e0LRjwQO?+0C{KZsNO`79S6cmP9giiM=*GR%3H}4Wv7~ScAQtdyi$0Ke61F zntDEUWC_C&MJ2zvVyiJ+kywFHF)^&{eBycMZEpE>GcdWA9dS`-t6mW2LP*tWv$87Q z>D4n~`GBdj+IK9SpcT=76S!DzJ$e-(+vJ!q{viCP+1rZv6AS(qPK}TqmfGLC(a)-M ztnzdf1xn`S#_kcOmzrm={md_gI{WfRG%FB2hG*za6?hbHYfpvKF3&^$nIfL#_aMho z2$~zFq*9A1t+GzG$VrQg@)j)7M(he&6Jp6$crk@!`CgdZv9@Gv&BJi5UFR&ED8f9; zg1psTp5rLuG0*BUcJi*f(pymfW$kOaBi8r{RZHh!vHKsRBA*`fjdy0Ougw7o-FPw| zJKcDvrss$+7KvZTVGJLJ21L-Ci)0|`X zY-h|^2f^#(G(XJ+I3M;?%eJJ1lLK`9-R>h=aml(LF5~isncEoDNkrcEccxj z-wu0z^%3t^otz5c)KUQ%6q*duu=v`Yd=|0De}?09iya5 z4`C(~N`qU$tnyuqUxkpnvX;rbR{N_!Rz^BU5eolDwtIO*6*RB396C3-!pEPi%hXBO zR_XqN-T#|RgvV%78%M^ki0FB-6POvSf8?H?$}j*~cT{wzYbDc#PY< z)a`~luK9cQ`vnsj?kCG5&uZ(Sh~~)yrHRdF9}CTVE%dMd05tLR&iYRbx;lJ>Er5AR z@b{5atyx+`eUuDDTz>qC2b?+X5%G<1o_I*72|_ShRQl+l^sg!k0^wcZTEx|B4HFqG zx0LH`efX^1G_V6<>)CI~6dwX18t9z_NT=LIcy>Q}li9Cp9*vOaDm2sMr;7v~K zg+*o2)|wAJ*Lop6mJGiA^QmfO-y^^BkbB>N9w#Vdb*s5Mzlx)dhQ-tGAJQpQlhoLn z4mI211)Y?;{MJ^{WZ$Z7m~o|?UH}EZ&J**p{QZq1&G;r(7tFLxyYl%UjnE%}jNec? zn%yE$*4bVwMs+3ijb0X5PkOu~7xQd^gGgmVGeL)mJ1l^{UC!Rrs;~tslrF8S_Qhml zZ8DHm)<0f4iiTMcdFQUTTI6FGWeHV1Y*$L4a7^4~g0tw%46F3o`dO{yyG{A6!PGc9iII*s|#d~hjB)d z4CJidc{miFj1b7jicM^u6;)i-po)@l7c?#H9H|`#_3LvqwE@H4ZFW@b--N$kJ;51c7`m73ml*zVHQ<>Bf?=zdzlL zs+0LeG^}Vi#V8U!f(JP=3U8;l`pTvzDg#tBSIOZEx2uVKk&!8(sw{P=wO&x0#|NNX zF&+eJ&yH+tUr&VicNbE9lP^R0NcZD2uEk_QO$Sf5e6ijKEU+G=^=e;z(z9+7oZS8W z;j|8cO;N>C-QVDKPj;ys9UE#xFqR4!xrzXR=rX# z>ZD}cI|7`TQ@_a$Zgi60OaSdJpg0*V<>w^X67+sVEO=e8Pyc%3#VhR2SLmOdp$Ba! z$(lM+HK&PpT!*I59iFwqZY6J2frk3y5*0sXtYatoV>olzvp!kt^ADLi*(M|wFBC*Q z(C2onP*hf}{SP+?q8SU0m01(0x6)!YB+u?vazR5^*J1FSkyL z9fV>T=7dQ>YLIVouiSNav2q&WY7w1@!TRT;ls~PxVAO$IiiDhHDHs!h+(xChYX#iG zhZd-M^J7kGNt`N$+slVVIz;(7!$+IAt$4eR-nKNCcFO>WWA-XyA2)5HMMsdSjU}t( zF}SL9OqNd-b$$W%74+Mb|FkWL64eic1y9pTRSz^O(Q7g?F_{+Bg%G`poUl!P^Pwx< zAd6ePnC22lH0!=T)A!pwFo)d?SB@}{msiv=@7qDE2_R*SU)e9)QD>TO)#|osFYx@t zEQ|)4pFIEQMc%XalJB;bm{>&7*O$NOUP-||h(e|h=!(^0e*=Zmyq9VX8a9P)H(TaQ zD6|DA8)!@TY$e^32mnWl?AIPGG0|p6Agfh%31jkOub?X`3u1gNc&V41-}E*?&IWyo ziUerOe;Gkx6AgKC7wqg!vwwop)4Ej+?V%c%4$74iv$Y%dEw?Nz(1RPk288lU!2osm z_1~E<>)ek-!{k>QbK3Xd-4KOSfzoI3zb2~3$Rg$seMGH&6ZgswR2F1IKD~oDuC=)U z?PsAljcF+@jd9}2B5`<@c{fov$)Pc(TCZJ{!LXp~wmjAR6X?KmMzy3kFhA(hfLWZc zfH#te`>7lU`dulbaGz()&y}wlNoCeVF#HK_#_1M(aZ>Fu6Ew^{n;y2Cm--=iSlj?o-dw>iQW1z)Xzp8tQ@`F z>Wx-f@sX-ll~((5Sp}AUM7%(o6(Y*naar5EPAIY0k8vUCF?z!1j3uwuhz`sYDjs0W zeMHPg;EcCg6{y5?R#tMJ6L`THR+Ba-a0yrX%eh3;&eq)wD9h{4B;Y0SDafu17nO?o zp%M=Ng4*I$fQ4vHQQ*MEY!MLkP6Dp*71U=8Z3%1A;)^9p72VR0Tz;r0UKMZ7*A<5l zyv7_}R*e(deE7n^q(%$Icr>83*iAKfOPnV^zHIzzCez0Q1H>%~RIJB*r1+lVZ`#m5ZDMh<>M72;fyJ54?4UgC!-NKyeCnV7 z0kHp)fuzff8qWV~RtCu809~bx^i(+esW78Qa+JL8&-3?a5xcOtI0~aLt-*E8Y}G^A zbb~N_1_k^#Pa;xf`LQ6j1s%QK5agP4YWun&SZP+d%!nkLP^{eJ!|&EJC^V4|jG-OG z4>#LwjX?%7=$YtDfDhzcS8WL?YI?~pqQfDywrl*Wa_GT;cR0{6m~B!?0J>}Wilf8@ zZQZs&R9`h~YwkJW5}saF9cFryem4V?mel7|3>%_7>7cO_<*mIOwaMCZLYQ;`-9|T* zUsgh>Q=)0x?m<9xAqq7-(RvB&z67ZYQS0Nrzx~9h*LMIv7lTl@UEZ~)T1BYyv%&?; zq|SAM_47waKB~@>M@0sEi8;nZg3KJAn&;m7_Tv+8)^}#>tf7k`>S6g?yb}HwWFHp9 zi&wXJ+&Ah*wl>~K)P?xg`EUUwAi!D$YS}Ero39~N|FNiv7BF~GR~+Y@CC{g;;`*00 zg@73k%QA=sxEUvPDQw)DQLTHoQ*R%>Fo%b-D!N_#woqgbs!OUFr+n2`ZE`X3W5L$b z+9z_?LG81F{PzA$G0PAi(UUGDvd7-QMq8|QO`k#mqYtI?VWO1u_JdI6D4oDEvu0`I z$H-tpt6JwPYPw6^A#!f_SV4=z;@73#O()=pP}f(jryL)^kDW}ck0kG-bJdwok#eTc zO?!h52wF!B^)5? z7(-6^-z--+N*aC8l2=SSI~T9u=K-0HvdC3Z7M`uiG~ak*2IiR-E9F5*t zYk({KFaOi=;dp8Xmtj*AQd`2U8y}$NQj9iq(_h)xQb^tLG@CJ#;EQFK77Z)eWdzmE zPF#$+W$qTYuKv#gzVR|MAZQBOpV9=M@?R}TjY)3ob&r+f^yg2og?@(pn#3H@^~*{F zHC2&s77@gZUwO0yj=6FQ2?-5JOp1m;lPD8TPnrYnC_N#yNQlvaND6gxv?ViBW0girByvD%r z3EECzhL{?C-&*`c#TNSd`o*b85&DdYl72#8=z-K2&_Ng3Re&k10yg`PXx$IvZYl)h zQ54A&KsY|6+jnLE?_EQ?IUlW=$|+bM6@w177s)#sNJ?wU^F5s)RQOGY8uaDhFu+k#L0K-t)@*n`Swpvff*pyqInlp7rx%R=jv7;JAo-<&(Qa|rX zyl3Xu$D_e&IX$nHxMQ?`;&la_&$%+>G21Ip!QQ49V9$`2z_4%O_szY{)L7!Pn9l;nim(dTAT{s%f;#;Jc${ z1|3~8JVU&AmPnM=|K5!BZ@V;?0^k2o%@p7}f>Orva2JH&_sGo5o4qrn85;7xh%m2% zy4=~<3aI|+e^Fdj`=nTqB@#Y%pjhUfla$#sSPU)!!WThqoBmye63mp%-~oIFs!JyL ziMdUH-zO2Wq?M+oM5Tk||AGkt W#-ksubKvo*|8cheH;vvuEB^<>6^8`? literal 0 HcmV?d00001 diff --git a/tests/testdata/gray_seed_mask.jpg b/tests/testdata/gray_seed_mask.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4e756589aa959983fba420699462c9e76a3f4528 GIT binary patch literal 3128 zcmeHI`#)6c9$v(ZG1(*6($<_dQVk`cFuVC^m{RS7E|?IN+nAUw$>cVtWTWq2y7hzb`aK0fok(Q78qh0!DEy zklALe;^ws*_zwW9AhT0OPex`705<`6B)RTC{so-H*G?Y za`iDR@FOTm48g)B5CN?gf zosxS0LE6JdzochoW#{DPJg8!@%Ik=-B7+ ziODZh)1rmNrDgF7`1Kn+2q>)4Mgkz#mrVBV|Ao%A7s9~I8Hp>iXVe2cD4Y~u6~!jh zI)>wO!2DX0py)fdfGHDyO559S-OFReD)-}Om$7DgFC3n$98&mdHNNCvqqae31#);k zGqDmKkTmL@CkYPUThb$S7hy*^QA;i?WvOopL}=%#PxbdZidzu%^5EE5%{<#(3kELEM?prSBl+Vj8kpQnQZgwz3eC62?@aEf z%=q*<)zhIxYwmKH!&wi2Ac}<)(J+AW163QUNzI%=OEGyhmuTgmP1}L*BU%Z#Q5d1v z%@3me&I^lM3JV*rqvkDolQ-+u>$a6p3IlWZap43}k9bfNGMhDu z|K3j{ge7YtIs2{@OSrbMOenhAbGC%$^Pt4qeyA}p?jD(#Y7Jc~H2i+JCs@sCF$)IJ zPb1%Oc<2U3JO|77?L>te_8LHY!d-h!eMGVBF_B3pJ%XM+Ky$p?te05urQ~+nN8J}h z#b;^_&U0F4Q}B&i8%Ud9Gz^+)LYNiFVW^cP{3l5%JQB1Np&?bAs`Q!=dN_*HW~OW( z5A)r1$2|Pyj;)#Z#u8>!Izt$Hbl+IW(BMGO!fi{43WiT&{Pr{*$(Yry$6v7 z{8X7|UZsb+OeHq-(G zr6EZqFBpg)Y>8dQDKj;jG_@#2VI%$lhLi?s<`q@7E{__^}{|NqrZ-z#t$g7~SAlt%|HNaJx&MfqvF!$GG zJI3AEC*oP3H=`VZ0UI@^1wDj*0u0n2s#9XsA7(Kuap=f5ctCnlz>Ue!6Gr6BC79Jb z-9Bq9aY(%X(#?3`8%!AcEC%>y&X?BCVe7Pk8Y7uqt@=`KT5qnm<7=MSyFRHiBP zWhVzk8@!elGkJ{`$+x8E@AN0gNRHCU;_-?0;f1~QiK`#P;h93G%z;8h?Q!N7-E|= z(rsd6q=t-K@QXC&YX0~herd((ujoYn($^aoWY%@X3r{3!Q16btt85scC&%K;SW&6=>GOXa zF)Hrg)w9$=TbeSpbj~>wocH*)9~A{on&{r(35_aArav%o+u%LatPOzgSN= zIU6xDkC}qBYWjkeD2;Byh=*)d$5gB8vYIr#iVQEdO3CX0!?|0;;|-RTceYX8>XH#Y zCvhNwG`o_=sy88dbZSTT8-woleamk8b`s6#E3>sf2D1EuAK$%HOkc!O3=3@pdnQ?23Ce`!HIDM-r*VOK&x<_v`3GE1 z+h#atn45U_)ESo!69b178!DC}s&sPyvI1eKNMU(|BL;sf7J9G6n8_Eh#MgTurIVvS z9Pwkn7FKK0oxj3ekf zk+Qx<#2^&AiH2h!#mKi7=r|J?h;dgUTIF|mJ$I)Yx8Ra?r4f9e^x{t)&>sj--Y4>) zQ74T4EcPs?>BjJlHZWE;VF?BxOag*(8v5uiv|~kQXs$k%vIKaX)CCM0VOVIJ^|@kwMS#=eWJW9&;K z3@KsAQYK50_>Mm3{C@v@|M-5tuX|q4bMLvYd++mcUgzACnUhbzS$()38~}j;07MzU z$sC{!P=QY4RH;q_0zOr02m}nFp{AkvlTbQZ8Ymr49xFL0jXllqT6irIexLF7DRxOsR*E{cj>5|>v{R8m&Cs(oDtu6sjI-~5)vZA*lewX=(>o4beS-GKXnLBS!R zVKI+mpFE9=M`2Ra(lefCX8oOCP*_x4Qd;)9wywURv8lPGwY#Uc57&<$7@T}Zn0h}w zGfQ0jytKSRT3!3HPX4~LySM-2=fUAA7YG3VgGJGQ%f&+BqB`vX^pp!k6--Gm3xrxw zmWEZ+6zYg%yKp6nmR$>-SJOo&BxknG;p9I-&nYawC_+9(`$P7hfkppMWd8^D|6D|X z5e%X<56l8+07p&>k4bP+Ue7Kb0(J-X8F@F z^9&TVpmSvK{t>`yO#LTdaNZ(7M#Qsr{{HTWa55Xfcg(>HpKM$)Q?IWA*GK82lk1iI z=q{!)r^M{Zmy!HdT6Rkk?sbY|g|4mn=?W}i4aZsDJkf4o4_rkt{hZ;;ju4-m6)=`H zqTAat@-kp)-rX$;PaPiol~@vhG328{@V|^j*odaBM6T@@a>~hhC%R{wD3r1I9YyKb z7+(1#MKy74D5+SXYd#x22NQ3zqP|zrPM)kUOtY?$#1*iK@+alqt*_)vFiYi*gWH+(p^!`D;QQ3ux6Tp3;M6#sg>Q}Y5^mEPIr04Dr z`!&D49UmiU0>GM zm0`G(3G3mvQV$$e>+kR_UBIZ=i5XTH%}8RPVV=>R>Va?~liqG#p$A45?BLYTHMX_S7uG$} zclorndpOwAGPof6v3c?EEcpXRKz+ZhCvV zt5p}Z#s8JNTU8&dH?Ue_jE$5{?sFEk9W^8To<5@sHHtPt)%2{NuW9Om1;drN4(A!A zKwxj7VWXeQDpk3W(#PF)qT8<6kBO=x4-{;rgu6W}yAT0K!aHlg*pj`^&$%9AWU4RS z_V>C4U4AJcRhPq^JKuqt%d4=cio)XGjIvpFTr&AfW@1MT z)2io~T6`|QAH5melol_jAyL58ueKq1f2_77Ed>*glh~{xw(Yx59N8Do|D0Rg)atj5 z3f6O{>$WR}sev6F!aiBzzpSdRNMj38A&8=0gHSUjTJ^m{lHm*UVGq%VAxAOl1M9At z3DS>846jaT_GK+E?<}BZIIEjRV#dny+m|PHnj(_bxzUm4el1^R&5TCs7(-ynuSp*W zXW=(A!sW>UHOOWM{yj^#+d84>3)(^wZ0K>bh!>;1Q6JZsX^K62a85g1JOiC2-6NM@ z*JO+P1tssk@b=6*bj^z6v4%>tk-EOzo;Hm!B(Q!Syr}!+8o7->ktu9~UYQ322etvx zozjLg^8T36Lb0pSde(uXj=|F zhw36Xj1(Y7!caBr_6tgt#`f3;(%Z(z^bCPT&2?mW`hKuueJhzaJ8;ZI`O7zZy%6L5 zobBhmYW(Ng0w2S2+mZf7=NpZYW4`Y@v|%YrV#dy2t9cq3*f<6*jKwcc9GMoM^H|3G z^*ALo;L{_;?C)w4izfh)O>go@gZ$j=>Pu zb*}_6!g|~^p-o)1S_SW%7&c+TZ53h#f|XWHzV9a`;YjSY1uQT8pjvX-gkYq0)Jpd& zmTA}*>WTqO=Og1V#7yjWUM9Jh%g5>1tRbhg#!5Pm4_Az@^&D8708F#PIZkTb>CPF0 z1mtY5=r3&|j`><=zzMKXp1~mbX4PK+vJ$UKXvCq5ICJj__)425HSR=VbQ`ow=Oo)M zd&&5Bo=^L(mZa#2^y?G+`|PXboy6bFiw03HmeL}4$=UEo4n=Pr&sXk_Pn0=?!va2D zkJNQ&4_Zal1;ASS-xvkwE`r;&9e&6hBnzhqs#e_{!TsXB#35DxMvTQ;WfQJ^bQhQ4 zS!wn0{N_RB)+~GUgux*2?OlUSV|wM+zBi6tK5!Z@I~i|KvTKmznEqf0;?_^}J7X^E z=iQrH@%K#*b_S$2pX|5_vmH$86ccTfUhccPsRj^ViVy@Jzjb#|qx)u7v7tC#-X)|y zRm3O4EAb&I){^UX>yHnESWmecSBrihkMidUvMs(fc!5Rd2IL%&U z9!={owscXUE(xB=foIrmhVEk}sS}S~3robbFluZ0vCZe2Iv6K6>ofO;!V_ZCGhLOE zax*lrCT|yNpDi>QQ63sxyGD+8`TikUy}l07=j*lFFPtU3ZG#dkZW8g)^bNjxon6D& MS}Z?(Ht%HiUv?FfhX4Qo literal 0 HcmV?d00001 diff --git a/tests/testdata/rgb_seed_mask.jpg b/tests/testdata/rgb_seed_mask.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f323aeee02687490b57d2d8e739a9aab58602b84 GIT binary patch literal 1418 zcmb7^c~H|w6vsD`goJ?MQUt}QU_~wu4)K^o1Qet-avLa#VhRFiV37bJ9BPe~$T>&^6=VPtzz|5tufN#--I;!O_s#C?+xK~IcV?kMNCNba zAN4v45C{Mea0Ac?a06=)8fokrjgVRzi$Wr`kZ2Sd{dH(#F=%b9HX4n=VX!(H!82W) zj;>|_wE-Lk&;cERFaS^|Ai%*wR8xJPsi%4H`!onw*8wORy(a7ot*c% z>_6b(r`K^m|A4@tQPY3rLzjksw)Iym})=+H1B`WN>=Ai=j0a`?PmT{JvPR8l`F79;ygZ-7 z+5+Rf`H~mhWn3x+PUrj7KnN5sv87dq*gr#n=6A8=yEl6vKrMLHp28n1h*rN*Sd5FX zikdd6wOECl;Ob7B**BI=8=ZLp7P^6M6JUy&GfB@^0iy(rrr1IBFNZQ5o$LdfjI|qnRh^9ds`|X_6vJa|&Z5>QS;s99xs}Gs3*B zg9W%y*AJnXH1{F|cMt-K9Tlq0S0!Y_)rtic9$_aVhkw_HQv~t z^1Ld8N2$Gu#cp`V-XCMl{I6HHaWM-Jh~S6k4%f)zR_loCgHxkd3yF>w*xkepf6Nak z$%pxr*5?lG#t;Z^&dsv358OE(@wmwMoJzQsbHc`LVyXM{C0gA;J6B)*irqlyv?F!2 z>Pa6IGm=J`e(@HKxmyE{RPM5UFmt0@H|n*wW!9#sx#g{@Bjb+ literal 0 HcmV?d00001 diff --git a/tests/testdata/seed_empty_mask.jpg b/tests/testdata/seed_empty_mask.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8a43f408ad06f7b50f89bfca22618beab9bf7e33 GIT binary patch literal 1359 zcmex=iF;N$`UAd82aiwDH{e}I9TgHe%Dm61`9;r|f^d7$B}U^9U>Kma2XGYcyl zJ5Vn-P{CFKpqB)&N!40_7Q41X+a?4ISBp0~6Vm3Pp?>CobercG`GQH0a_7 z72~9$CQdFfaS2H&RW)@DO)V2sGjj_|D`yv1H+K(Dui%i-u<(e;sN|H?wDgS3tm2Z= zvhs?`s^*r~w)T$Bu1S-pOr17;#>`oZ7B5-4Z25|nt2S-kvUS_`9Xod&I(+2lvEwIB zp1O4T%GGPvZ`{1~@X_NZPoF)1@$%KjPoKYh{r3IG&tLyru_&7R?3{fk9i8lz}5 O1V%$(q=ta@|C<0yKr9yk literal 0 HcmV?d00001 diff --git a/tests/testdata/small_circle.png b/tests/testdata/small_circle.png new file mode 100644 index 0000000000000000000000000000000000000000..41d74bb1d7add7f84d742e52c98c813d8a4490c9 GIT binary patch literal 412 zcmeAS@N?(olHy`uVBq!ia0vp^DIm-NBp5D6)FC9@)f%&p0(-3zJSTD-&$wsY|_7yGO>1{TK5}n)5w%) z3&($x;k@`2CzUWX1aYYDoB%gdP^(C_H(;Xn%9f^@34S-!%r9}?e&XhpIJssL*j-{~ zCuCo?Zhtawj=;SM>_u)Bo^mHGA8P*e^W*YA!Cw?*p}_vc{1CIHTD`)jN$6qqpP^}& VY3h Date: Mon, 25 Aug 2025 16:31:05 -0500 Subject: [PATCH 03/18] Add docs page for radial_percentile --- docs/analyze_radial_percentile.md | 55 +++++++++++++++++++++++++++++++ 1 file changed, 55 insertions(+) create mode 100644 docs/analyze_radial_percentile.md diff --git a/docs/analyze_radial_percentile.md b/docs/analyze_radial_percentile.md new file mode 100644 index 000000000..b81d82d04 --- /dev/null +++ b/docs/analyze_radial_percentile.md @@ -0,0 +1,55 @@ +## Analyze radial percentile + +This function calculates the average value of pixels within a cutoff threshold from the center of an object and writes +the values out to the [Outputs class](outputs.md). + + +**plantcv.analyze.radial_percentile**(*img, mask, roi=None, percentile=50, label="default"*) +**returns** List of average values for either grayscale or RGB + +- **Parameters:** + - img - RGB or grayscale image. + - mask - Binary mask. + - roi - Optional ROIs for calculating on multiple objects in an image. + - percentile - cutoff for considering pixels in the average. Expressed as a percent of maximum distance from the object's center + - label - Optional label parameter, modifies the variable name of observations recorded. Can be a prefix or list (default = pcv.params.sample_label). +- **Outputs:** + - A list of average values for RGB or gray channels for each object (if ROIs are provided), or for the single object in the image. +- **Example use:** + - Useful for calculating the intensity of the middle of seeds from an X-ray image. + - Also could be useful in determining if there are color differences in the middle of a plant rosette. + +- **Output data stored:** Data ('gray_frequencies', 'gray_mean', 'gray_median', 'gray_stdev') automatically gets stored to +the [`Outputs` class](outputs.md) when this function is ran. These data can always get accessed during a workflow (example +below). For more detail about data output see [Summary of Output Observations](output_measurements.md#summary-of-output-observations) + +**Original grayscale image** + +![Screenshot](img/documentation_images/analyze_grayscale/original_image.jpg) + +```python + +from plantcv import plantcv as pcv + +# Set global debug behavior to None (default), "print" (to file), +# or "plot" (Jupyter Notebooks or X11) + +pcv.params.debug = "plot" +# Optionally, set a sample label name +pcv.params.sample_label = "plant" + +# Caclulates the proportion of pixels that fall into a signal bin and writes the values to a file. +# Also provides a histogram of this data +analysis_image = pcv.analyze.grayscale(gray_img=gray_img, labeled_mask=mask, n_labels=1, bins=100) + +# Access data stored out from analyze.grayscale +nir_frequencies = pcv.outputs.observations['plant_1']['gray_frequencies']['value'] + +``` + + +**Near-infrared signal histogram** + +![Screenshot](img/documentation_images/analyze_grayscale/nir_histogram.jpg) + +**Source Code:** [Here](https://github.com/danforthcenter/plantcv/blob/main/plantcv/plantcv/analyze/grayscale.py) From ff2492edbfbe2740761416b3a0056086c20cbb8d Mon Sep 17 00:00:00 2001 From: KeelyBrown <156026125+k034b363@users.noreply.github.com> Date: Tue, 26 Aug 2025 10:58:55 -0500 Subject: [PATCH 04/18] Add docs images to radial_percentile --- docs/analyze_radial_percentile.md | 33 +++++++----------- .../analyze_radial/radial_doc1.png | Bin 0 -> 825742 bytes .../analyze_radial/radial_doc2.png | Bin 0 -> 5984 bytes plantcv/plantcv/analyze/radial.py | 7 ++-- 4 files changed, 18 insertions(+), 22 deletions(-) create mode 100644 docs/img/documentation_images/analyze_radial/radial_doc1.png create mode 100644 docs/img/documentation_images/analyze_radial/radial_doc2.png diff --git a/docs/analyze_radial_percentile.md b/docs/analyze_radial_percentile.md index b81d82d04..dcb516b8d 100644 --- a/docs/analyze_radial_percentile.md +++ b/docs/analyze_radial_percentile.md @@ -4,14 +4,15 @@ This function calculates the average value of pixels within a cutoff threshold f the values out to the [Outputs class](outputs.md). -**plantcv.analyze.radial_percentile**(*img, mask, roi=None, percentile=50, label="default"*) +**plantcv.analyze.radial_percentile**(*img, mask, roi=None, percentile=50, label=None*) + **returns** List of average values for either grayscale or RGB - **Parameters:** - img - RGB or grayscale image. - mask - Binary mask. - roi - Optional ROIs for calculating on multiple objects in an image. - - percentile - cutoff for considering pixels in the average. Expressed as a percent of maximum distance from the object's center + - percentile - cutoff for considering pixels in the average. Expressed as a percent of maximum distance from the object's center (default = 50). - label - Optional label parameter, modifies the variable name of observations recorded. Can be a prefix or list (default = pcv.params.sample_label). - **Outputs:** - A list of average values for RGB or gray channels for each object (if ROIs are provided), or for the single object in the image. @@ -19,37 +20,29 @@ the values out to the [Outputs class](outputs.md). - Useful for calculating the intensity of the middle of seeds from an X-ray image. - Also could be useful in determining if there are color differences in the middle of a plant rosette. -- **Output data stored:** Data ('gray_frequencies', 'gray_mean', 'gray_median', 'gray_stdev') automatically gets stored to +- **Output data stored:** Data ('gray_X%_avg', or 'red_X%_avg', 'green_X%_avg', 'blue_X%_avg') automatically gets stored to the [`Outputs` class](outputs.md) when this function is ran. These data can always get accessed during a workflow (example below). For more detail about data output see [Summary of Output Observations](output_measurements.md#summary-of-output-observations) -**Original grayscale image** +**Multi-ROI object on original image** -![Screenshot](img/documentation_images/analyze_grayscale/original_image.jpg) +![Screenshot](img/documentation_images/analyze_radial/radial_doc1.png) ```python from plantcv import plantcv as pcv -# Set global debug behavior to None (default), "print" (to file), -# or "plot" (Jupyter Notebooks or X11) - -pcv.params.debug = "plot" -# Optionally, set a sample label name -pcv.params.sample_label = "plant" - -# Caclulates the proportion of pixels that fall into a signal bin and writes the values to a file. -# Also provides a histogram of this data -analysis_image = pcv.analyze.grayscale(gray_img=gray_img, labeled_mask=mask, n_labels=1, bins=100) +# Caclulates the average values of pixels that fall within the distance percentile from the center of an object. +list_of_averages = pcv.analyze.radial_percentile(img=img, mask=mask, roi=rois, percentile=40) -# Access data stored out from analyze.grayscale -nir_frequencies = pcv.outputs.observations['plant_1']['gray_frequencies']['value'] +# Access data stored out from analyze.radial_percentile +gray_avg_seed1 = pcv.outputs.observations['default_1']['gray_40%_avg']['value'] ``` -**Near-infrared signal histogram** +**Debug depicting one example of seed cropped to 40% of maximum distance from center** -![Screenshot](img/documentation_images/analyze_grayscale/nir_histogram.jpg) +![Screenshot](img/documentation_images/analyze_radial/radial_doc2.png) -**Source Code:** [Here](https://github.com/danforthcenter/plantcv/blob/main/plantcv/plantcv/analyze/grayscale.py) +**Source Code:** [Here](https://github.com/danforthcenter/plantcv/blob/main/plantcv/plantcv/analyze/radial.py) diff --git a/docs/img/documentation_images/analyze_radial/radial_doc1.png b/docs/img/documentation_images/analyze_radial/radial_doc1.png new file mode 100644 index 0000000000000000000000000000000000000000..90a367b31e901f876c5969a4d1bd9a540f884426 GIT binary patch literal 825742 zcmeFZdpy+n`vyE{wY5~JwvaT2cB+kXE}?BIGg9ret5QgZDd!MFj(sapo5Q5!kWNOm zqJtf0Qj}GLN=V}niX?-SQN(k-hyDJ(`+EL-{(ZdK#TcJ?f9}I|U-xz2BXaY`^@>wf zr&1^sMWz*lO`%LVL7~X&elLqh9Ja1?qEIv`OvdWp{AE7ecV*i*9Leb63I%oYsY~`H z9tw`?%b@PGIJxfWcdyo{9hmN@a$u7C?b1{>YnNkPV*76!CNF#%+u-JeDmnScE_!hgfRfByepfJ*)UYJ)Z}D_OUJOEj7608^URLnF^W{$+Fj zARa{&q{Yn6Tc^A$>BqJBU(R~Q|9+S)H}n`<$8+;pt9;tM?f49(|NV&Ga9XW6mL}S% zHRZNV;f#N|ukD%D-O4p*_9po+_}}X>%GzTlz0_$o`rqp)^$+2Mk^k?Pw#+!|ANcQI z-}C&eUAns}Gh2pfkR3q9`ODh>eJZsxlU{Q6xKNCPm~8r5c1Eqyt|Wi^e_w_3;%Tmv z9PfbJz$`=i`Y+aHi~n_as?pW(M~Z4VX}ZMIyMs-C=$A3;C;kh&04hH&vzu0HSMEjANc^|iP4LP-`i8i@YqqSeVFz}G zuljmX*-_RzUDF5t-iVX6)MN&@k&6Yc(2MTb#$W_(THkSJ-pPoF-mWsU z>|iCO{#AJ&U;cK0T<(bUa&QkXKU2;c+ zAWv)H$no4%B${nK4W)%sufaK?4TiT$6Cxsp;^hWbsGq_Erps@YUM3Hy46OJ-9`JhW zySdex$J*k0AuZCAhLCSO8Xt$}>l#@}_Lusd59 zPr&bQxeS-$wJ9P4VrUjFu+@F~z@ubbz*l7GS&0kO_mmVG;sOpiS_5_JxIoiJ;f^d^ zz}M$(#;>i5d1366J$8#vC$d@Y6x^33OrjR)e|k`F)BBk{PAM;77l$+U1AkSOWd_*6 zT@GjD2L6hAcqG7%T=k6Bz+clI#s=7(Am6AA{5AM6GQbYe;GnWK<=oUvv!7=f?(7;a zc95a@+HYkgq}`}<*`d5kEoN_0=z8V)mpYjdxmVKa9^ccdFseuFoMp2z1aZ_Ux9wfu z4!s0JHOt0iH7J%0F9g`Q)|F#+QU67 zmq)+Z%qV-}yIZ58*xzkoM=UJvpSLrBw#dwAtHue|eziH__qV!ajEEbGpR026rDpYB&Fw?d`5JTt(O7~`beKv>kn z0k2&ePZ2NiZGW3xTGJn-o-p~)Pt-QP$+GDO9L?r0?2zff0q8peEEk#0&ot8{0i??0 z&)k)$gZMi@BQexr4L|PO!jcJhdN&-RUS8|+yVL}YB6{2Lm!9;a0^4F5t|j78m=+^_M|&RbUKX_{V-|en zit}CWaT2%A>|gYOd{R<^3G$-#`&WEO97f9Ep3e`P%;vS)29x0vclyp~YgzL+eR zc>UyXLd$190wg6`#b^F-o3F_-36iPp%fYwizxlV)WHMDGm#@fQ7bs6(U8cyQBM8|U zXF2=#@1G-osXKpQVBoFy6u89tZsjayc7RFX`IV+?3tgn27-coD47ol!4mtKd#&AeV z-I2VcJ^j)Wr87;~gxvGDTi@X^?P0gyUU3HuQnO+iH%r$cN5#h&VVZJoG56|&tc4Xu zuFNZUDt$8>PoE?esKThfhp}@Ut>K)shK2?i7CpW8u^)XOu+W5{_hcr#Z{! zXC|dN&k2|GwnVp^*wnmzyRSvUkGpZ1&VMQIHt=*%uSGnwzoUm7luFeQW#%2#S0cw` zFwC;$d?uGu$B*Xkw!UN9w6*F9D}kK-FQrE^S;oB$Ki$dmp1i2gl0UOV(T0w~eXCEK z8HR|nua{|esmR&VHTrPSB+7$g=n;_=nagI~5Xkb};@N&&t~LG1+vkHgQoZk!w|C=~ z+ic1BU2(JPceuM&nC=;!T737!mvtns6bd?aT!>zoikQuaimcw#sPTAL=WmAj=xce7&&Y&pS zs+Z~>k9ogUtIW5(uSL8p(dgJgK=ty6L{D!WQYMm;BP0BOn%t43e(Gh}kuN&sIP>G!FFGfv z1V9D^S_3wy8)k7T12%&XyS1m>{uyO`tJJF{Mq|D7m}NK zK`aaq0i)TQ)J=Y{meF`|anhF75L9gKvuw9|y8sQEjPyoIj5MblEJbpIq`2m1o-xQg z=eB{LWrIZ1#6MI&tsC9>#l6>@?J{h`Xre;xww|v1OcV=VkJB96^jS}Ro92)9osfon z$Z(Ib2mw{MBI>HUMuP@N|5`+D&MF}Xw8G1{fU{;lRqR>s_6|ANq<&s;-YHMy_i04z z$V!la{CVV|h}gf&Vf8R2+M9R`JF`Pz(dO(~{2b z9nS2wO|LbH8o#yEFd89s+70JE4Y!OH*R4pZe8h2a$!IsJdxVpU%&trCrvK8QUXm$% z)!|neUd1rGX`gjjAM|9Up4y7pTy5NxsxjeyYkBU?|B=hO4Dyq-a=F@ynfCpGYjDdhDk>5PYJKPJ3T)W9 zbLWPdNeD>^UWiL|o+H0YVAo(P7f1NvZ?130yvc7`DsE1+>o$ohWVYe1lGgEh?tSa= zeDaq4+`y)@voovVX5C>guLaKL7p?E2)_8qzGV(bYfy8PM0*~rMhH5KR`u(N1$GFMe zWprqXMie{+zFlZDnX?9YRX2V|{^NIale^pKFWqJhWC3xJn_-wc(=x+XVE1#pwFrQn zwBy2gMWDjAYT^M4c!yuyo0H@;2fPshxi!7^;lqb--}2p4B51{XlN7BID>*#4#=wRL z>l|M5{#_I`b6^fpJ_@ALQj9wi3a*-6pb{E0NvtH`)Pxz@{g2ao> z{Nrr4q!H@r^Kyoo0%-q$Wjp<4yaybB{C$SYno68 z1v{wcZ@0G1Ws*aCjl2+ut_wLT!_-UNE12MxOZgu@d~oyhoL;)wRnX*nA=Nq2JoxKh zJD0j7+lnFt*A=p?$yAij$pw1=9cwONtp4(WDXJ}TD zT?PqGKl>cJjHOGL0&BLWpLIt(pfAuHNX$0vhwD1NeW&d$ln$wb7|fBS!_eu<%ny(~vW8)5C{3qR*(cpmcBMhSeVQ;MYHisLzr7y5KM_8dvtp)_XG3IO zZL$9z)WgO0^_83~bhc;NUyFP5J?cIMJF@1MdrgFGxz|mBgM&j<`+=kr-n%^ny42?7 zTRr#>)+`2mTGQc<^oHi<>{SY-gM)*53jDa@-u=Xa?Iu;71E)@%vg>~P_HB9ee1t0j zW4D?(_|9w|lON}th|Wh%N*XNbYk^kTN6>qmgBCI&Zzd>olDETc4pWPdsG4t zkMtyduEKX-yXscX-n5?QE@mn3Lfe>h>-rtVm!w(RXR6nYBA(O!_f0OsYUT27Vw(1{ zn>o5yy3otENKkpY^Q9-ObDHDl=huwNTx*BIz5CAj#99~MfPjFI5CSq-8P{<@?*;kv-2Vsci(u58hU|{isg~1<8VVo_P(+QTp3J!#|n&5S~ig&nrT)I|1UTlAQS)V&3DcC3b1uU<7bH>10G z^-A`U*Ulxg+f80+lzZLTmVEJI=+{qDb~as1A`Vx`Y-Anp-8UzE`h0WLBx_Vokxh$a zi(K5JLH~VuJ2xWq+dIPnI+gmGU~}xLx9u`WTaAX2{43E@5ZD@nOtz7LApoS%|A0wa z8fi8<%^4lA7|W_#PS8Bwf9#N2z``P1fvw>A}U(M6Z)DWs>>ExKVK*e*@QL>*CleEfWi z5M*YJ0W>i}AQ^-g&x(0rTw_2IgmmQAbPs~}z(z0iYcK(PtCM;2nk?d10MDImF9_udGIv}u8)my`5t@=l6b7>tavdBc z*L(4-;&=e>@6R_`eEZZMZ6OPVPxR{5*S^*@Es`g1y#;o)q|>D}q@+2km%sHkMYcTL z?G+Ld;^lQ`=h7qWsk_u}SE_UkYn)H3Fxt%OBH#r<3tfCy{A=k;Yul0zDJ)iZrq`bAyxbcosxk0F zPoYZM&O`PKr(Cz8@0%mfY&Y3h!`K7P?0sR|rsJT8LH6}FHH;dxW@AI;85tSSY0x!L zO7&hA=jP5yVm~&pNw1x{d5aWfL&mK*t6|)VUE@|fGj2t2;lt&-e+GM?-T?KLN*!lG zBUGi5SR;W@I~eaKS`kDX&!zN&lu9PcWi{W4@b8i)G{nfP=F9kQqww%>TjiM-hQV7{ zU5X)pxm>PM($BL`Ifi`MXMT~$EoV{z5P%6OGNe`bWk5vO0Pw$1 z-FffZpeV?EGHO-Vr(n-O5L(i^hq)KO0M@Kk)+1Vo@@A6jD5UA`qx0~yo!hPXS(Ql( z9A+}JwF&z;$JjF*9XfIqW!aT9hpxcr4BIDfl@FG#5tTN6n5lH@g+>Pl0!qAV{Y@{O z6m6p56D`qA#q~p?A@ci)@2)xsa|kOiyC8VAm=?JhW=5@^#SE%2GR9D4F^S84lR2jm zm)`Rd3=x;M>p72BHx(gUhP#c96dS(7bc7~uk zA2FIl8uYu0f3*9DgqYjZc;}&{415_O@eyR+$xO!8)|Nea`&f06*@evRkkK!l7el@} zySlpW-+!&{>*%*()E0%(+uN3ee0dw+5;E+5XWJj`KaD?OJv(C-bYc6Y@nJpD^DR

+InjOUrLM|7Xbj!KoJ!!4A#?b&?r}eXpx^uh~qWqw$Qx0;Zt+S zNaVPR?lBrEP6*ZWl^nFLJoiM4(SG>%)j5XNjkLFqo zTsO#ktlVOBS(MhMx8u<~n?y4+c&M+n^I|A!y*Qts01v#cH$+mve(aq$GV)~rT?G2N zM_wO>Lx}DgZnyZUBp8z8kEb4@`yvfgHNgApryF%st?t@rp-{A}9iN85qyw`ofm8;B zzaaR|K@j?l6}uN9k6xF2X+UC~4N~q>ad=VCjkvb(t&GB-2zE>&bX@wyNY|#&yG1*f zx=$}9E$Z)Ji+MXiwO(zgDH{*<{$M6XQO8#aDReRyPh z`!*;UkiyC2adE!v&{Rhr5in+n%7WF;8=?(?Dqd$Yv)@mh#5lg&UH9@w&uD}QiIN7l zI^QPr5HrCPQFoo@yolqVmyV+%uLZrsTvF=PN(QAd4P%&lB1S?nnX_BSIStTd=OUu2 zONdnw(_JvKeZ9M$Z%t6gh{E_}k0B2X?+=u*9#w&~7^Ql`m|`+bY+DhrD- zc*FDFw`{i|gf3cVmkbOAyyULSphF6KMJ9+zuIO9Uic>j|$E6b3r8p`Y=AGNu9A69( zBkWe+qKNo4AmGHfywQ*G_t49I3GyJ*L^Aes&Df)FQ)3ck_LtO_{f|C4dHA8Ojrvup z?r)oWMk?s}&nV!WMu#^t4~BcVX7e5tSwr+CJ7Xaw2Cdzi=1kRiN-WMW3zb5JXJzd6 z_RaW?Sff9i`AK|m=|8&wcNKvfJ!x^v;aOOcbV~EXS7Q*zkGo6=J&WGkTr?a#HWUr| z1(Q77{VPibP`5N5q~XUOe}uJ1p_7>-s>NkD(GaItY^~ee8ZZR-2pwuYF+X&~t4^Wx zsjod$(J-*{?pyal5Ug<@0pXB;a&lZVPCdL*_e%0jPoV@^ViI-gVOv|uso zA?=QIwt$nMg+(+NWPc%T4pFo!^%SzNg+pcupL!Z5b*m4L-$Vk>`hC8K`g#l~EWUMZ zsxk1jH;!ue&igRjY_uy-z1%s`C1ZS}kcy>U{d zdC(AqS?@gc@?W3BvVWp+mlnp0)fOQmCM1t>6J$`gkdOHeG=|eOW0IXjGEPHcZ9M>B zl&9rwym=YSmIxK!T|e#aVAAh>{f6Ki!nee6^y811l!=H&xBHH?Gp%*mr*>TcY`Af! zvb2Fz!Tu%!4RV3!lQ26?ky_Q?naBxMgD!%*HjU*3EEr~+CZob(Hq_A3@@so|?=RRv z@YuqNorFpCz`AjO7&s&ah;z~+ST=A-3J^pc&1!H93=A|%YS0M3+@1f5GOjcZU;ws}v|tz2087cD^WVj?hXYdapZSB)4| z=QU_XJNykMRPS4=wyN${mqa!OE$P&4w-SG6U5NFFi8_W*2VpEr zGL5^`8;I5e^fuD~Fp^Zs0jo#z1DpeTz~Y6uxh5-D4#VzMK0doW?gBp4wt8H7pg&ML z-D0G5dgxF;gvO!P$)u?o>uWvQ^Si#(;2>Pt-xr7QhA*=|!hc2FL@_ErECcm6V*_26QtU8OKRBkd~9kz*!3&z6W9Z zT090IgZPJD*Ck`ejvatJ+~xQTSYYq!J5Hb%0H+V0^r!M=T-KOPpD;g!IH~z%F>!0Y z7kaO#NO5FPQ#gwBU;dOZr2y5K*W!xdWpt zBGVb0&Lj%0)EDi<7iDMvuLU7fHo~M7N;RGHcGlS)vFnD2ga(d=wjWIZDLms2;?H~y z`W)O+FBR)b25+Hrt_~d?KspS+jdvXVQXTqH;llYO%s)Fz&n8{(8yOjDj}9FwoeyZa zjZuUluem62G6XK@c>rpA2Zu~mk;UlH9-{Hp;i`l^Aclt>cs*cfBOjmWlID8J>>2}^ z@#ze(0rCr3EjX#BN|t2SDW6Ww?0)2xdZ%*i?PHtY$l8O4CMZpHihl?Tn&PE6w(DCK z1fQu8uR>#?YT)j?^WydfHV|@ePdaxQ5C6^MF2D#g?>-&V_?L#prYgE8k#RWq=ho5_ zPIJ&=KyIq;B-AK!SVW$nRDGWWy#Gc*36&5iK1uAU=mXqW=oy>N#!qAODlSJ1y^?kBp3b{P+<__wnQNY}(lT!PkZrC$*la z4%&%UEnTR)lf9_o&lgRDiJ#}o-=8^W`kq~88;-2j3mg5liLD(I@3ZmPaC5ioK=pHl zxeE`_l>dg_sZ8PV4pzrb(wq{O5F0mBX^6sP9GQ-< zYBX(`A;KS;JhPqY}-7p%3 zIrJ0Hbie+o@44}lER~BFS0B^XjjVkyI=o;>z{Z=l)(+oWr$~Q|we4fv(6ktaR%9xT z$D_o=9a9T#xtNkN7<|!3oIlNyg+`Yru;p%|->5L1UK-=$CwUd4UcRg|=+Gepg*B|m zy;XBTIXSk_Bb-w@(c@$KH1?$@rv-yuul+^J=ghQi(><+^Xd5)j&~RpkvL&mFbXq_) zJq4&I7|_2PPD!QdpNi=2?uJ@ZIk1FIrJSG3)Yqa%?ydKwYa5WucjndQi+VZ&nmuyr z>+1!!jXpFPs|UTY2Kr2;BNh?k)}GNOUO=bw--v123ELTzA;9TU>>WhB8yU}9zQSIMfifa?ov}92bO7+ffhikQDkut$8 z766y-{5V9Ik`q{XOmbS+`}ZzV(VIxJ<`xz$y^`D~4pXdC$SYncQC1bp^LSRQ-4Hu; z?~QzfX5ci(yNa%@-#zT09G2|ED0FqnfEWJwp2<1KmW^S*A5PiJpy*}Ub(>X-9axbO zJ$`|{z5-DXRaP>WN#XSc;+GLc<-M_Gip*`~B}NxT6r4bWnRePOW-=*gA{O%K+LYiH z>sLK~wAvSTodJlE*V(I%+a{W@;RXsRDH`w35@X|Fw&aJu~+ z;Xef(00v@Pokp*5KfUkXvTKSWR{_avlvGKK`TG7*FZIel5RlNec5h+j9iUSA$nt{q zlbBc*Pz%2=w8}34-7%}CUCk>lE-ox=?D6BrMNll+%3?Vl?v`=a>yD)+58!f5_Pm04c1J*_VBOIj zpC>)|PrasX`li8&FK%^_kZjyfJK-X!|Du?}F%+`OJh}oteoGOS55~ZQlGFJ)=xK)_Tgrux#XJ)r> z3IBzpD1mwRQ4-QCTbyl*QT^|O1 zSl39r;gK3A{Ns&T5Ab<7IyaEbQd%$t*~gC?lZ=gCEU@;LIL)E%PT3FOqdbell-8ST zn7e9|<`REJSmkJn<+eW6GMCT3$y2PWA_FtK^CwT&z{wBU$E)#b4D1~p0n?bmAQKYrI;afQ(v#|!==!QV&mBF^Otru8uF~fl3|jM<>lqk8mnYqi+Kn%A|@6CzrobN zXu8n`G#3W=1O%8GDjg~4J$w5N9l$hi>XOT?8>#dum6*?tjY{s#pEvJw@TTRRjgnyG z6J!xO->9I;<6euLURIoPMec$Mp?4Ju($LTx45^8G7%%K(b~-u&DICr(OBGW+WNXs5MO=_PE9C32&?JVm9xt&0fRGN`eKdQw={!H%V81|n6KMeO9 zdi;14#xZFkDXm6)HinO5^&bEo0BYYv*z5L4!`_F^KXc|xO-&6!I{W&!$=ddY;~|r> zpSzGg#c>|f0Kh_1W#$f79n2IdG$F!^AF6%(; zB>}9UayHAfv%P%}g@#E6GMw^K5qa5>tn~}q0KpO5(wV$v4?3W0aef783&Su_op0uE z`MgOcMrbNgOag)I0knMm`n5-tvvup%0W;5>9gROuV2rgCV`c$GtwyoHFbsZO?j>U%3CR(MG*Pf>#KwgY}#dGFyu&_Y_27qL&^j7%M;yuR(}eBL<*KHI+g4RK&3+# zb1!zz&3QlN*mt*92h9Zh-?p3g@gH+{O3fXL=vuL2#Va=>T0!Q@6)RZu%7GE+7byJf zsTBNvUfeHi<>J{!6stdFG^g|~pifa$GtB*Q!t`&=q^7@kB$XCaJr3}-@dFdEQ$7*= z-s8c)m-ljs5b@$biARp8av;dd%PTl|6=8|m;@GVZc-IgKZ-2UdES$t);fXiZ zkWhdt<||e_HZ2IO3dj+yJ(gV5pyg&mA2&eIyQr%IoAQ06L@OK4-D~` zBqol*e%{cqoi)WWqgEL1^tUOX$IjK6_T_X$Nl$>31kTq4P}t7jrJ_U;E}=dpzoJ}h z@edX$OYIuGhOJCNnbrrj=x;9%Zkb*x6-E&RVvL|LgHpnjzo|1I>ieLzDE!nL0PR+J zCewctt3n9FdO1p=3}G)tshhSJdr>j8feuq9@?oH8#yPWvw&}X91UCAATniMv9r-Y8NEC#e3n9$RlF^;m<+L~Q_jwAi?D zW4M!MgX9}03o(Y}sze>0psvTSTbxvxhN1BdL4JWM&$P3+x6&=E;ZyKM_96mJ5!ZW{ zWw9TB{_IPC`}J#n-J(dK3XPZfFKRRYXOPXUon|5{F<5z{{&u%xf&FTT$(UFe0@> z0aZCw-V(ceR=K7Rt-QI7TI2L7-+sKb%v(bcbmjOr@BJpcD4JlW9`#c8bSo+~ zfz)u2=7zK`X+fcQS8*PZs~$k1CuFG>T`c;8NtVm`aX#ke=2fQEHjMKPoGkKu1#E)p zpTW$is-a0YvB?7{Zse0C>S>%O`J24LZb801L7-_`^eGf3<=VAtP>=`u`};Xr6{cK8 zrXdCMM;0BUW&n%Qot9o}ggXit4gp$0xNtl>^VY4R$Oz{|Dz#Hxsm4Ic8*}hXIK@qU@y7)PEr~X%ou%={TMTMU&hFbI9QzhMPUk10qss z2E>BZ7Gpt&54!-I&=y3d8V`RP1?5T9p(y>zLS*wmO3C%rfs^Kngkv9x<0Z&Me2*$1 zdyosHM{PF(pD{joZz3zR$5E3IvAzieP5(a^j-zJ&&$mc}(JM#V&yHlY-zHI}`w1~E zzXRuJA?0O2dlV>Y6uLH3P{*FiG$f~eddR+0JYcq-aN+Y{RSpom>Dt_d&KyDADe&`J zI|;##YtFCGYdB62HuqmiGOCf6GWYL$jncKFMFOv`UymL&3HBG*A|nWR{>+atTeZrD z4kSLOL#0^lK0}z>fyUq*5%ZUUg#qr(-1bXp@S314oOREeK&Bu8uK|i#tz%>ub}C>gUjS*rR}yhu zz$Oor~2OER$p%YioA;iOIJPIf&TZ;s{(yy*(j}5;Y zZyP6YHGhEM{|+9TEr(1#CS~O=pTA7>Ht~HE1#zOcK_Q`_79zmC)T5)KP!1_EAM!m2 z{jF3mrv7IyYYN4aVnt_qOW;+4Btk%*Lg_9J2pG+$s#FiNT@K<73;`tp@d&kR_*+O~ zT0n|~XbDNu&kQvGs8o&nq=8iXet?dYSs9H-{4tkqs*)tDksh%sQVUTVWT28(}xe(j9n;t zVX5eio(rv5zg$&=UNPa?qF;hm0wsUh!{JdzMEAal{0ioU%YdE}d5U=@GQwL+wJ}AS zoBaYDIj{=xQeqN?*dsQo2uMM9VPFH~PVbO18C0|Oi4IA|N>(qb9m)gd0sZ}6}$wiA{gRRoK{3Z|A3^$7ZQP=`!YOrF-;*e-2udHqt^KLGf5@y554P?AdSurlX zbdHxyu^x~2@>1mYjp1=TRV4NC@tjSs?jLt%aq^E3c!YhL{+HTIOQ-sJiqbR5H_M_A~X{q&w%+$RsqLcGL)YA zUMO(fxw9}}KnEe|vjrJo*KJ@k{LMj`WGU;xJPDC{z@JaZf_+;M7WnSjRWbtvV?fE2 zzMPLvUQ4g`+Om*)x{yub9O)H$Wn$QmO_R2xwl9e!XQafjp+Ol)5j!ElSWpMy=E)Ol z3Tk<7I*IJ)$EMaNzh}}a|43CeaOn$0g{Cl%@0p?~ncUwK6NgrkW`JeHmV(Um%4g4F zv9D*9AIR|E;`%e$H*d9Fb>!gR(7&MS(DVa8y?fTxMX$guql9BH1UeUxawork(t`!J zR!g00@-8{I8ez|7iKo5B?cgIAZ!~%7dm$nAFHTBlkKalxL9nNW*>#h`f1E}!e0FJ> zKE^tYm#v(i0IDPe6GY ze-iM6%{CBkBp{-+n$4~X$ZB|#tR-txPa%p0I#p;v1(~8=30czsZ>=CDD$SsvDKqXr zEx;LW%i`8cgvXlBG>HfgJf4~w2Rhl%GCG)pZPIAq`Nq=;Ys)-x7V|;(S*qnqlnTOq z1gV6aXeOvJgHdPMtmc?cX?3bfQkjp5Cj#n8zla0}TM6cHTqrRc=&_S#C{bQeVvcQE z$8N>T4IdrygU!M78s}M7eQ6o{*3$It{rmTyJ{eFOFYL{jRniEDo;^kc3*xBJnMB2u z2AjMMtLx1h#&c1QXG>uKctQu5>CME2Go}TQ2HU6V*irP=QEG6s2X=10>m`x8ijar_hqd5MK0Z$!defO)weu^`QMC zp3GLPK)26-f!(Ws6fAajno=9*K`EpN@%Dv)fVsw$7z2GCo$oZ~kr$L`PKTH$-0&R2 z-cpRxpopGjQ?JB%KVwW9wX;f`%QQGVeRR@y)2_6pXco@{lO^eE+KH{M1$YVjjI+q} zCK=(tPS*>G5u4?ZvZN7*huVyYkkxX6ASW_yx`x@i{HQm23UoeXkn;`qMnB)eyWs!{ zB<)mejZ-X5-Vh-$dIhoksInF7aNq0uSJy|A-r7r@nYg_r22~ZJZjC|ZKr)h?!JzLe zXo8pqVuUWvrpBOJKTOKJoH;a^7k2%>lE7TRIj2SuPlJmoR(|&TIh00wWv0HIp3NDk zdK} zKa@J6CE@DTt3-8?V#*lQyZsN4`WAUGnzleg)s~b}qweALO`C6(_r;H%F9F;7CGR`!Xg5 zCEq@hs3QlNs?I1aA{3MdTVqJL($o~B73_IgQgRlAK_Cj?IKz-{5Oo#bq7eI*qF`~- z9tpn|x43~zJ`kcKOLJbH^({mF>b0ii*e+9RCghsahQ}De8H>+u& z9vIvBNu)tA+)kVZ6xP_KA>>%lmpsptV`kC!oWKdy%tsDC0_f0GoB9cPl(0?4RP+K2s6 z{d9pW-Ya_`KU2%u2K@j{-$SF&MH&Uenm=ml@KN$ITQoMD43KK3g({XGTd;jCK@siFdst$tFcX{Q@U zX#q$%o8{6WA69VY5EmkBKuSw-aG;mhYBmT3j0fHe;OUU0amq$BJmo{G-i*N2*Z?&T85sg*n(n96 zy?KOGP`cCPan0FV@-3tnOQH}4C(lqq#8}g1t_z58nvVWUJ`DZP+DS}IllGC;;@RzG z`aJ*XYG6-xDoRi&H^FC>H;t5Vd!$uvb(omFU6T^PAR{yY{ox+F1S{T6XeTG7jPLyq zBz{Jh;K!HAwCEg}6`mO9+CetD<8tGcLNX{5TksChT5)HWO`)-wnl`u@iKl5oe8Q3& z+CsS)ANgGfeKOfQGf9(5xy{5KV-C|Da!*2ri$C$PkOEZ?3Snlq@MiZ4Y+^!A++MYv zSAgLE;8WnbwJ6eH7=c%SSdnJ<;L*KR345`TLt%2{!%{t7k6k0P0i(90 z$ENjmOgPp*tKoct$8A7CK~vR$y3*n49@Q$}pD2{?Ur%Z|*jMg?$h~9(`41bgXpA4C zNY8WwZ`8yJ#(XRRanj^siU`7n9ngm~?{B*p@&PDyZVdNj8}8 zCHUIcOM(e8r--pN>Q~?^c`ki>PhCU|298@uTaR{!KNE8IBUMA%Gw6jQ8n`ENsqlM~ zON1{dyY`%>QKW;m7cp@&6)A=UhJw8&V5m(BLq@k_(TAztw4L8S0YnHS0z~l)qUC5t zs__n56R1Xmf{+U&Q`neStVaYDMOUrJcE67@VN3==C-H%v_{ObZH7Pj6P3CSkaG zhNK#i?Px_ZXmBX!w^t>gc^fe6l?;O(2Bc{HCzZyHpQ!{X2;1&ptj3&mcM(yCxD;NR z^CJETmP)X@g5Hh-9ho6CX3+=C+KU6V)jyFwzSn|yP9Q>I z=NGU|$m$>t2S_9poP@}aR%baD*r~rLo1dhCGbH2%GOT1Rm5qrKbi7@Ygp%5V1fQjR z%23y}i&km!rwh(Zx-HdiF&g!i%jukQY>mUwTz6z45+igL@=7lY2e0I4(a~>xd-e?N zNEZa)s_js8P0Y=W^ij~iNT*tuaE)QFrJ!k}@+h>?zOA1oD&2f8adG1&zy^l>gv*(m zlm0E4y&P}JE%!3O|Fs@8S<^A9fpiF(|EQ@p7o$MZE)>Qx*ovO7SLGieC>s=(TC`Br zfO8HE^NkqFGZA!wD`9|+f5>fgppN<{Uaqzqfo6_&4qb|g~>n_^c9rcKxe$aoT$tPLyMHB9cJMct`S$-+ z0V(JtA_7ueGw6JvQ5?uGl&;4fIo5OpBD#VGA@vG69jsqrDS#5gMy!zdg*3vVi#3!` z2dT8Ym0`gH*v-V`U}@)0R~w9E#WYun6&l(DFDaXeE>KvmN@jylg~Mn|pvIDZXyqSJ z^;usLRE_qKwx=**mw=Qe!p*)J*c`aB8X~><1XAsX0z7t#h<+o-V;T*h6zW$L_d;vJ z;=!SyAU6&O3XMolU=a|ln>-}9Lceui92@Dx46kvX@jpHaUAswB{Uc_Pf;a!mq!Oi5 zC_M!^T(p3rUJl~P1R*6^hd*-wHP1Dp`Gp-Cfkcc}*V-^H#g@q{s!^UHQP>c-$6ZRf z6pnn7k^|*?`=J2K9K>vbv2D$B6#UI#O8=$Uy!{VW>qhRtrXua8ZRm^f?pW|f+7y3& z7*iHVlL5L@n2j;V#(uyw?qCGSiTO!jG+ocV}R*lD>Ng96|M%8p}1R{EGK2flB5X{&} zh`O4Co;kk%^$j@&b8$B5mKU5emDa7(;Qm_Hh z^bB;PdSKFn$qq+{+F>a|Xqnpx>LaQf_e1ZUYzdoTkSawvD4TyZxS{kv@|v{SwbJxj z97ZiuN`x#rRtm5`b#Ju$UI@1B15yb0Br45_!0brh5wez`z5l_9s>pjYc)=~0l;Mg_ zbA(HPbMN!T@7^6yUk~~~#5N+z>|jNzL33Dt6%G`{T~VWH{i5t?b$1=vj(}(n?AlA5 zolsyct4XKcL=aJ*-d+YFg-LmKDfW$6I*wo)qr8F)k!YMx8hh>PW7CUhw&?}!34NC# z(;yK0E_ar_@229er!8} zAPRYr;K|yp_`_a7L>l-xKsyMEz>kpd$w4pAg~p!Wi1|Mz^@+ofay_`F*M z;tHAlu;_}|M!bh{1_UpcGv}Gc~_p%_MT&jBo6)kT# z$=EZS$f|%Ki_QS~7!>SACM+_8n2gPMy^1DtelB(dDZDxgMi~cQybcFbA7j5>W6=0} znei{mCD9h6=b_uMz-zs@On@!#u_AXee0tD&Tp_Ud5BhfWqE8ig+nR;w_SoRmngU~K2hIyjqRE4;q!)->FRV#z%4UP*#0{$>F&=j!zp8LG!IWz zpI%!y@DmNH+TQuVY+a4?`PQsGfRqp|Ck=gKQ|OxtpzBb?-mhJ({+f; zm5898VcE8{-@h^2MtO8ODU-(UzdKf5DCgxj_|&KM*WO6azddpa3JbBa`?ANc#vrdC z0oeF0WO|A4>+Q_$u0wY90)YdqDwN3zKm&bkr>Co={hQTb zGs5lND}|6MOwFWS?wGmjgbOT#nl<7ly?{Zux77?^u1}E}WvNul;t0 z90kI1f>JD0jH3l|n)q@-*P#``s$#KtxysnKTgTTIQNj8TFE)F>zAdRk%#Ujdb0UMF zN;kY`F+H_T6%#URI>*RHg-H>6aONz}nr?L9AXop1usP86XMJWJrsC)R%IxmxaqpcM zh8a2}DD!GaARNDd0D70d8Fqv!nzZ+Im{oIhP%lFckBtU%JVbSNr@jx?q1w3?N$Or@ zyC+0?mh5Q#)k1my{^|7opHz$OXidS=QBi5@?Uvq)=E3-D0hDG@c4ZTjwP+3FQ*-=k zq$BG2fZ3T3MQ3gbb`!5`^0u!RPSUF$@W|21%XIC%fOL2rlK?v>&~HdW0s}>MqVTbi z>M?^XVcAy1Ad}+1NrFkI<`fBpiIVEQIs`HH>c}J0TQ|k|&s21zwaxD&>J99h1#zBR zEv&QSuv{|sad3(q;0j>;_o{yQK007>+t?JQf;hAKwLT&VyKEGyY|F898A^p+dO_0m zc^v_x*FwK8hK_ck`@oIn7ZkW=fQAaoE<$E9d4o3R z%8xTN2BwuYG<2pQ05%1wfcR#i!y*dGy_Vt4tOW@PV9e%!)gA8b&ew=8pL4j^^iwk+ zHcVZpAUWL2Bc$C51V~lyK*$@%?r*N1WeRxgsg<$7@z7Pxgu5T@C(5(QgMUlUZshpuc zX4XR`s}Y~=6l~7HOF4CT#}HXSK@vTrSjvSjk8#Uz7tK}@)CK&Fcw)RcXr{5l6>n+; zO5*=yr^@1~YwNGKkOb95votT6w*WL}mu+ntIKmKnd!=(|2Y633B7DQDk#(wVs2YjJdN zFb^CQ;{JIiOPJ8}c@b!FVWTLUyr7;wA-%*+kdqfxki(|7_aDIAl`KSNrPg%4 z2$b9x?nVkP3|Mi2LOl88?)e7nI1_yXtF0PgsFcMtTK`<;kSU;(g~}d^6$uKMIfqwv zNe08WlGg2!bp+=UhT}zHCGUjBNFuIHJ|F^Sfh{n~&s{ z%MdsB#iKizLu*w-mBU)8-UrDr-n%37`XYGxiPBc=(^_)YG3KV-7cS3&DGKuPzJOkV zMB#wv_T}Z}#U8_&4=J1aoQ|WZc$r-j>lJ-x17%u|a5bx{%q2Vh->vFbTo54LI)!w} zMNb%ipNxR9(vcSNGCKp;7G-A${8n6`%7&%R0cD90#=Q|ktuEp!iZhSMg{foSz*z@Y zRH}JHfw%khYq8O;n3-!hyKe_l4EE}XyEMWgG`CM?F8ixa4}@hhV(7X-XBaZY zQTItSS$!>9LBYG|DVEB;?xJ%E$i;*PyB#OUO=7&NsUN=&g5tZPB(hA5$$gKXpbpT$ zehfs$>=I%48yEzmEI;#FO&7)y9UUEqR*B#-2df&5g2{ipIfzA!VAl_X|-qwm#FX9G) z;E$|{h50X{6`wvKbNDMTrDb#(@ypm`Z4GI7&qH{hV;}Av`=~p%yxM1)cq5zL8@&D8 zoR1C+s|PI;U`#;x!I&aJ@+7h}MSOQYt?Qu42k7x3j;`8WV%qc*rDoO8mXIO|7*&%n zv|BtG81HNE>FIgv)~!v~YVckkM7f8DhxfapJ!o!@COA_p@5b%sz{TZq2>Hbl*#~=? zkHDK}Iv-qZR&kW(C;mv!%U%gqM4^Ell6X%KOQ^Nmb3j@)oVK5H7cJkyR-ho8meTdH zX{>-nQ9DDjb91yHDIrz(NoEb_6)+OF{|F+a`FV(~Mt%BT(=8T85~46E?9JUJ36W^G ztf0_v39wf^gnppDacrC_z0Z>PL!Dzp`bYIvAmC+mv?83%ucVa;tGoyAgc9ACQ zKf$^t#%|7uDXRhpKXq;4I@bFlFDHRJ1ive~7~bB8SlhRq`d~6IU=w?qC|gjsT%{!} z=fTww8Z5?$T>q@^EPQ*hRZkJJ%s}6piZhsUW6Ml>0etZJw z(PafPYUv0t%0eYlL7EhCrxCdufizc%rv15D-$!J`HP)Z@`jT2k!c$Y5SDuI< zRnj#>qM@XUPI1)F!O~y2a>hMupwL>orKZIG#fefUQo*h1*t4P$o5mziP$QOEvVj5*aCf1 z%4_^zrY|Lxz}8#}V3ho@iMft}ds`YQM^RMQJD*S>!BfvCq(=NLF{`40eV77e*U_UQGVzM*8%c*Af;T#~@4f5Wiv)cvj~YP|5x) zmUrm-P4g@nf7MZ``Z95BD~y@(_vJ1L0J4C4YDH7!2IVke9F~;GR(L_D7)xEiwI=PK zpLnBtz}xVe8XFs%n&w59@7qpm{h{B^|HWdI87V~oqyupXvpkxBjnp~h5=0G_L1@#~ zPNGcX&s2jBwGj#n4#T}ANW`sftB1I;j?r5rs0+L$K-c(C{JA;0{3?x`b7U`LFaF5U z0C{hGX=~U5>T(~fnUUR`Y zla*WAel-YMH9m!-@QAo=R*hxl;cvxthkbp0@t5&#KuM)l3Y%p9s-sm7G}^7yh<Z$*+(dqGG5NK5X14w*6I zYBX+d(XH-8G%$3kcZ3Yt;jh8GFw8o%4Ur_dKUeW#;p_@9TbF@8!CG8t?p7YG&IX(|fnq>KylD z5Vf$E|L;P5@N~BP^F&8;gls#ivLRJm_6bW^DxmzS)* z=oS7A+wA(ApoQu)-29%C`Xl+1B;b4Ow(c;Wz1z?O!mBBEYHM}y%)m`N2M0% z`6qqLMK2$n=L4Xf$^a!Jk(1)94IxG^ZR43S-Ft^l`)+5}YrPdH{&e2U-DGRbd!<{J zL-r_6B@1+;aaQh}d@Y^%iwSJWw^v(ujdwoBro|;-$bZ*I*M>wIQJJ1>5nBI~2eDAt zcRIW57+1%~yz(UmB#j(;xAAPv!KiflD; zVjdp2k8P&xiGN?Gm;ET@-$_+3%KcE0q(o)J%8p1i)e0FMZkvwSGQ502LO~H&Z$}P1)EgR#j%^=$%t(9w>G_C3mtW`Ov|GA~b+{zcT-@K;0m$cp&OC66Qk6Lv@Mi%h$}~k~ z!I^UrNav6{=E4Z_v2X#=e zJsd{ED+EWNBIYxFO8xN)6H&x9YuLGBzGa89*6H)b-BL6x{^#_QC=f-c>1_MZIvTLL ziX7S(UB0LDrQ}-2R1nTQAuCb_esT=oQM4`Dw z9WXi3Cz)op^nUnTdnWhav(3<+G9l`Kigq-#j-ynHiblGL8UXdyqk*&Q-Zb&2u0_n9 zsb$|QPi!msDb+AlJxxk^+g)FzmPuQ$+kS;*Gnf$O1P@-L!Q$U6Han&=)e53}uGUco zZT~$|oeGWqvq?sj28-ZK9Kzc9${?&}Q~IqTYL!y$nMf{Jy@ zteV0+@=eVMhum4ds{k?GhOuYM{C=mmy|y*M&=ZTCaiFGTbzmAl_p&di#)eZ)`{{vS zlC51#EgV-jSNvTUe`eRI&P!*k4vY;6IOhqzIK1{U1;>~7X#$Lv?lyiE4u zZVPRF7@oM!k&Lr6r# zb3hXf=%9j2z9@)tCTKnRfO|oKLVPKkMF3PbyXET*hhApkcFqr~yMn|k@8eP{D0nSya-6g#NhkcxyUl0N)F`}y zq4JEr0hAd~dmMkfi=ju`|3gs9pZQ4waw@gbLm?f{oA(D;X=N}ji4zHJ?D+{zl`G7) zao8KkcBt8l#`30>jU2t49nQBx+y)oC_aMaWU`Re3u#;c!KrWd1dMmyGvlR6*Y!{Up*(b19Vejk=`Xuc! ztdr%thZEilnw3~Sx;FmNZs{Q`=#cUedw9P+5$`!@{2f)j9NweC+utz-QNmURcd_ve zP~qUK+o>E`kkmI9D6k&B5YRe1K_5E1UsrbVcM&Q7F+79J|G+N@1sR^i0pden zxs9C&vC#lH2MNBZ(q^9T<1jh#w=#`}&T>3In-10Q-*swvPoi&1c~cpbgI^ag$ia1M zDwyU|om!)*_1BS*Ud-m&olwP}e9IIrSyf^31{O4goa*5lu&-#piF)1;!h&i8Otw<` znvqTJFSsG09HJH%CSyQv^KVvW80weBfLSV1iG^AWg%?5T)U{*OZ$3!zYaw;*ai@ zgfkWL*}W@R;}^FTj&MrPIY5gzU)l&HWC9v~Zc zNZW=2jYh>oX??Q1^$o&DKNnvWj+!$*%k=p)^do5v=9?L##`*ENV=&RvgNjOIww64U zd1Ze~fnya1q>WP9uNi53fi9VU1=l0_w24|&_dLXHE%tKU;;YV-aCJ+WE3nvWGBkFuu~Lfu$bB!Y2!cikxG2%P4+E+BjAANaMlJS-IAE5vtNGD5&FM&R;F+g}6p@i7T|$0xJHY8+`y2eJ?!w4|;2Rae{GRL=c!*0Y}&K z+8B-Yq*Rhc$gPk4I_6>wft3SX<;zvqUnrwDR}TmUD1@v-O_HC+}czB zXRoSzO^5x)nvusrEk$CSCC0N~HSd%ah2Ts7K2j<)MjA2T@MU+`pV79ivv|7f zc@5=OgzEMSW+hU!=}KfR)tuDb&IshVrI4zxgq`nRm0tfRT}sm<1(NNU9uV>5-j&J~ z(Toq^IR*YWUUxFH3nGFisJMO9czThEhhevr)4Hew$W-WWn6aNgSu`~!aI5q+E=N|+ zt*fm~^k0&uZNu1~Zfb_%7XKt|i=!%dIXrK1SO@z%oOL8Es56)3C2t+LN5x}bc?cBn zjm3Z1tHMcO&VWhs)<_=E(@slvJ8|+PXOx=Vg?^!2qI=${!TZ7aH#|9hvyENzjNw7nLWYimE&1i z-->5F{9{BG6$A-fQyV^`A!h!UR^9%p_qSjBvAW;K_D_GB|NH_@8jdW$`p_db|6!rV z&K!dSPDRyk3$|~Wsa`qFD%%f7#Lww}@Vcfu--36R-jdE-P;X~<6)cgz>Q&2)XMZc> z0|sH;I}L!o_-EL1N_~<)y$cOLp0p&sDQq2U+D_%+p)8f6hLG5f;j7F%z~YJ>N}F8q zs-{WggtBE$fPT6R8gTO5+6%_#Ya>^$9`0Rqcp&&LZMceNg}q|=YgYs!USS`$J4;b* z0gTc)c8Xd%SVLrlL1{{p@Um=B8rNRXF1%A{{V~DSq^?~4p-@8pbgfM`*htoA%$f%` z`I1!X0I+c=Y<}3--f_Um^JB2d{0GFc*1P~>tIhxLBx{WV#O}Kud53n%d!6Ci-{1@0 z59kLkr)yLHMQW-scYz6UAM%hDxm^ftB2< z|GQ+nF*Y^TmPJv$CL@eK1qOBX3Wd5Dse&7ty05gfboE?|fuNkWzXX<+m6e@5h!SFm z8Io((9_lVC(p1G3xO#7Elm})XEluP3p>(a1gn^#EsIy9aYYf^RUDKvTbXcHV;e#g% z(Qw6ALyeya*pd|$PA!252K>_n=sveG{tTBWr;zM;#rXumWtZ4$gwLta#+835QOO2MwC8-`Ki{}1yv#31WYC|Ie& z*7E*qPTu}y;1oLE$;*UR9w9^kRN#ikWE0>2T&fLUg~;C0G>Xbge};AV z)0f_`Zx73wlb)C%N;AX~QFC%)uC!TLVs12alFJVAf03> zuhz>df62dDDEb?UeczjY5eIWWvMH0j^=QM$rgDH%=!E9ELPv3!i?CM6vFKyf8+u^v zA41QwK!b7oUJ?k2BesBcQ>K|SQwHe!&lZCqPAG#OfSQ;^9QFOqjp-~;TT5|-Hio)N zhdApw`6S6Depgz0d6*7fQ2x_trGg<)Qnabnq_xJ2F}JHSNJh)eI^daY)hGDl035@t zfKAbvy8$tDGe2!8Z)yl}+d0*sb?qRmX&bylEiDSk@kjRC%fH&VR-Mg3P+30AyZbu& zd9iyla~*;b{t0Iz!y$-?t)9yXlT5*wxIS}=tELMv98F)It&u7mp~IwlJS?D#if1kx zm2PCAa)1shkZoxcPup1LMgHABm=P>$nmKm2ngfH>;oyRxcXpx-6tCX2y9*u&TZX;`|1@4tZg=R6lWUcl&>h-bqzfm?`P?~O^#98zFq z3Fk3Dr7z9!=iuLyuzK#Xz#Y|wMIKvDWoFJ!ycL|&R7Sv$moG8^EtIygfbN`^Svh2P z?)YKh7STCL70tKbRv!x_*U8^RVOLaT%m6l`spVXKrDHefg@RwcSVUe3`(P*Oxey~c z^B*c@gU`y#-t(Frn_=Q5iKRs@9rmYYSW0Rq}oOt_i>0>la%v?kbHb7s) zk_#i$^gMY{fVU)krK_o^D_Q*GrKJa!hStfeVz}g$unyO2PocixAr*O|&GiMe#IdmX)MeqGx@{bf7fkTJ z_a$Je{KNeaH;TCS%*<-D0@>8y6Y_7Dl}~ceY$8ecu6Pps(EKaU6+y63=!Gtrs5Dwn z+F*nlDs1~`nXGcU(;_E59=kEZ9A!`xtSQR*vj z4l~*UL|NrAYHiq}`L-E>0ckXdU63<-!&8$HqAsX!LBj`d%a4fF`vELohdYZn<{N;0 zBHc0H=(=iFqQF1c%CN3kCRCn-KZ)CAx>b8^h<2w;$@w$4^yHse>@By zX}dIyzmuLwS+){0V9t@DlRXX))u;cSz4O`EEVT||wziIPmthaZ&yaDn68XVEsMXYD zwY9&p!GD%-0L{_f%tE3{gHXyyh5W=xFj}P^{wbc4RVD?5BAFiteBAsqtk6p>RfHXx25RF-A<*j#T=4@vZb*bG9;>P2%K)S->)pHZ~2zS9I z?~e^=PXK z=IpG=+HnPVN24gANYF?0X~mw~9dCTIRYFMghR9)6-EY@oZIQuGy)7wyRH}_e)@^O= zGV!-;G1&ZPI+1O-SgLyKw8>X@_0jaJtPvx4vu!>p92sVHF#RO71zIsul<3tMft)&F z@xUeHJzW<>w@YvFzmgf3M0ab0`5EDEN`Utz#Klh6L)>&a(N#wXVOx8!57l@CNj7Z_ zhl8IC*U8omv3IM-nPR%3Ebsy6`*31uz(?qC;u&JW(zzu0blrFsi>7Y?GKe`>&2;9P z8uoqBougEFiY3&*5g1;MJz0!!1X|!fr#pEK)~Vk7785>fkKET@t1iGxCTmu2a}UU5 zalP=$82z)>f7Z3yYQG*h`*iiS0G^;>)=Mw-T#`CV_057;e%?6zm);qt9U7O14jUVq zT08j13$Y!8-_A6-<)YQm1hhf6C5lx-o(JQpBTeoh!qEC=#eFWe?=i1=Ww_IvCVj{o zW^R2Sg?n&;YvGY@hEBWEClW1!3qHZq3Oa#8th=3ECs;hm{|-7$Xk=sx+zHUhv%fGE z`i9>HEuA=#?}eQeFDhD=|6XzD_&Y`wU(K$I7|Ox>DW6j3xMWr$WjZ)`lBQ%HJ|ydm76x~i%adYC*hrN z;HbF0+`NlU9#q|30Hf$XOWZ!!DwNTLAZx>kgEickq>x4UhyfydV-|^brW`uluw=ZB zONpiy-K@o}g)yry-W&*BQ$$^sU=4g_Nd+vHN9DLpTs7@Aqf=-G`K%01E!f_U#v6f&+XSm0R=g(GyL_p@s=JE&F%T1ME?k;|rF!3JK)CVg@ z-u%IrP69lFd_AUj9GQ-E){k()X*HhkUp)NPb4?L~cd_=+7&F~9oBv9>Xxps1hzgU< zGf|H#W18BW`L^!eQ;mH?`pyZP;`Ry+EfeY<*C;X0dsybvyWD$upPBY-Y z7)dN}G=9V+qm!BHmUgUvJc_TuDf^R9$CzM>sK~fqS;@lSmDV+F-dD3}#r;7IRdLq` zR9>V9^%3=|0+M9y_QiIDDMsEBd-W!jTXZiP}|EEere#S22QE8f1LJkx+CZ+ti~29OMR|2cj8m0Lj=x)Bx#LmU**gXs(N;@d%Yp2 zuuKLW)0%-rpq6Rqd{G}+p-a*@AHvuFw`04nQ0=malxc3io7;g9A5q)cwFqE08b%gA zL@bcjNW1ZD#=6ZDy5hVl{vW&-R!z{P-U68z>~ie$1j$?Ht($XU;%0v>!F3?SUJ@CMYEKI+XqtAHFl*J*O72J!yneBi51Kq^j>^f*a zA;b^?FuF+W+J7&*$LNJaKHd<2`8tIv_)wez1not@mQs)Y#Oa$W=moa7wyB(B7(l&H zp$Qx?_;`hTyf}O<&4=#==pn9tabsK&R88U}`0ed`K~22%lL#DO^O}=Spn`_uuLJtw zGbTlc+{n4_*rhg`8de#vFtt}rtnfr1Auo&xsCi*^KnOJZ4S}WCB4)i|#~O@+37dIn zUc`fZCmss#uXe3_N>jZIrRMIrF|77{F~Ziw!Kk(Gs(1K4-LX?)e(;&}A@Zg?=loE4 zr|+G%^d^S~qA@-!92?0QrE7D2XrV@hj7AU20DT#a-zx|Q9V>vY8qEM15}A!#&gsQs zqXSFvgHkGz{Kab%_!dSBrvLUtL zr-A=@0rd5~o+`&)^H|Y@?ap9Y0way7q9VKS1NK34;dr&c0?bu!0vW5<)S`~!Lau(g z0vE8WnC5j8t;Xs8V9c$??|0*p-;sR=zLIY|y1Uyk5OGs>3h;*Bc6Q0|_KcI%ayKA^ zTK_#;=9D~cX>r#a+ig0Ce_UM59*RpPKqmL>yZ1`Rnb{p0s@8-l$MH%bq@C|zNRshu zils!^*(h}}&G7IkChz}SFaoemO{Fc`&M}6|Y#FwJj5#mV+ z?m!a=i0|7b%CIsT?;(p4bjQ@%_Yi_0MiqL+tRU*2jnX{)xaZO|D1y=qc#7}4)SOJ7 zx{r5k3HcH7eR;={a;qW9$Nt01BRLn^Vndd+V|`WdlW$ktpIvqC;S)~nfGRuwhz(ds zx|YG5M{ttUoxi$?!dM)ZB$WTynV#5`<(Fk4`MkXL%eGMw70@_*T+&IeSz-lFSclaH z!OY?jLL>?aOzFuNmfD zRJme>37p)4Y_iNSvIm@F1@3phi8PA{&i_&cJal=xEbRWGv>uA-URbK^gndRu6)TzK zuCgB`NeHFmorG_)DH|KjwksKd`-<{8Q$gwVlaRYfTk#bq%5B8fQPJ07yhrf`c|D3J zogpLdUfNjRBp~%zaRx|d%bdhL2r~R~+1RHyx0W25Ur|;@;?gswQr>XM>a3icRtCr) z~MdS|?C z-})r_#{*8!o;^#BnlwcZOAuKYwt~H`iq~uzTrX$H=qPuO+*?6+vKXG>Z;#3g*d`%a zxnk&%h!ynarU*p3*@^u&FtxsJv?8A(L|)6dFP8+@)zz)UaO1|@S3wN6s!ycFY?&&b z@J62&Q^b=ii`5tJVO?-g$?Ny*OxgZ7>qhnDgdH0FdysHpgGG>66NMHdhOtcXr0U=_(8Hlf)WIc?+Fa#ju&8HQyd%*LNcw`qj6VWn zdRtL6Ii6H_Fc#RsBXf?3;bZRLB&b}77qkWkj*RMuPla4+cobn#IbL??iO{~`f6lI2 zvp+q1?ekE47G6ajJ~U~UNg@^d&yuCCyZ!w6^E;m{l`Wo893(54vxy<8hQR2KT>c`2 zKI{zm*kVB($OM&Jy5;GFxuBqU6)G(89$Ow+tdnG$XFkWP}k*&35quo|7U*9cs%Bhfp*;elVvIh?>ih~%kn;-{U@TtbPUi|W^$D8Wk zoo}7fw`)(RKNR2FYus(S;vf1A1eS?*KgYArEYChye2-WNp9beABYa;P=h4U+#|dol zujK}y1(WM{VfjYr=oth{<%8)GNWH-p%y4ZkHgpXrP7OWMK`TK5x z6;8(={nZ00EFg_z%UT7mVT3=I$hmobful%mu^qdTb%Qb>^{Fg|Q4SKGKR$Y+Zw+S{ zrcwOEQ+)9BT{T6(5WFpcyP)F z24gK5sCX!suqZYllB2V$?kbeiN? z3dw}vx^)KJYW$DX(!_Sj%7~8c;=LIMkfEq@*1AV;h+E${U#ClnY&ntHR;J!FK=Nt$ z<`f{)dd2bCT59fa$KyXw8APYX%3B3K*pEIVq&t*}>zB>zNhKbE_Swjc^*L~p?ZSLB%< z>+thyb-KH6?F^oALwr8>_U+$**i* zrL%34&8cv=!A=G<(!y$=qym@|Ev{(*0%lD2lztzxOh(*PMJ?*; zB7GlBP*$*;>k+^l96qnpu>WI`yf~s2^1@aEcJgB+^FSST6LyR#j*4|ydw~6@nhaV+ z_!_3^YLgN8O~)?MNQ5cM5n?Lb+5o3)k}AZvaB@6GD^DIvv3g72iajsBl}lNjKUnA$9MnFzrIc>B~n4|m6~JIO9}w zEoN-@J{-#in6!6&h}GPYK?4k3%t_~6iY!?F2+m$IKaJ@L$0weh^j>o@T|s*-n|KX( z<3#c21Nxl^oDDC^s?gV$f{!-}NyQeZn(tdK-W?9OC34|qml47Tr=_fW-#8!qi*L-u{wY~1507N z9IC`?S5;g6@B}vBg2NuU?;sg* z=%w}Dq$#eh=5SjcvzSzy_35&qg{yju#C0srFClycsESs8{zm-Gr{QZE8o=j5On`nS z9x1vIR`!X&op^>&11%UQOXsmPjeg$T5I;M;o7Q=>%8nLVKx3P6J%&oL#iBb=NE zvs7fNI&urdQ83L|+W5MN(hTvm0Auc$p~Ja{55KK{7q;1by}X%Ds11KSJT>qeNGiqO zsTV_ERu|=YchA{DK>S%^NJDctxT7Su)lQT-CuyGXEbT82b?c1`yVkAu6laVX&+PX@>z}ueS>$nax2dbW!;^^WKf~su7H^Qj;Ed)y?n%31VA`@Pc>7ET7_gAF+1Bp=PN}l%#9yU^ z^!1>MrD^VxnztCob@Os!I1nLvRo0i{d4Uv!ZHMSR$ql<{T^`D~FzI;4^^h}zT<9(c zDEzc&-iHTr@ll^8xc9F_mcCJ~cSb>(P)ih7>gSkLfR zyR`nuavk!JXgD_$+B>KXA{{}Ki4WmM!!|ldR2rJk5H~zb=F{gGmPUw4$;`+G-*R-|6z6_&qMk)wqrC)c@G>nA+ z;O!HRhh7-G-*j-2*?`V`5IDs@e=z2vlkA^l`Bw*R`1(HW|KrWv#wwj{OC@p(L?U;U zyy(HLRdPkdX^1ondNA;PVCfSJq5@}r0271lEX+s8IWAFpT=xn8ugqDg+A(N@Gd{#XY$!IOXx%6V&ClMVW z7Ncy7R}UwHsU^Kf4-!;5Ldz6x^Tbsg2Zrhs;*Qt0F)Q8B=DaHVE50@3yGC%-VB%#RgFvR{aad_c17g?>QO;ad*Of0`KWS zF+s7I5LJhsgemuF9ug1V+;*czeV9-8U5RSy*U?U-m3opEe%s-M5{fdn@BH@1NbD4#==r*y5tSpKVqa;{VvvgD(ijlaZK#l9v5M&V*nj@`ZCdP`d z_=a4dLDeU4-F-((nB?EkhpA-vLltsQM!q=wQT;Ho`Ftd|TmE4VtA$Jiq)d~*{yM|0 zr~vuk!IPTz@{8{WP^PA7wx;5NCBNvpDlEa!mrZ+O^GR(2H`R zE6TBQ2OA5QDF~`-ga(jGlx*&YXl)Yq+J+nk_C>gkUP3l}xM*Y?9aDVii1daK4>CB< z{uIhsZ0s0i@p?)7EG`p`cIhXek9o|j6Zwv_J}e~UADYeHy?d)a-m>1Q<^{DrYK=mz z50Uc&`miBnpg2Qb0+d`L)*w`^4eL=nU+2n>1p*j)K8Z-81=l{2AIA@p+a(m{i)%bO zyPJB0o zF51Xxg`)Sx+lmLJ`leaohVX3oYnZnvp`%Fiu;Zn7fphavMT?f=z+uhOVY{0e{-5n$ zLfw|8Z|Jrw(&PMEd^e6YEdjde@B&QlrEJ{C=5Tl*Km{1ffQNLZUtSJ#LgL}#9V_uc ziewpo6nyIMm@g9n+Oi)Yu-q^SsX^3&jX+&(9!UgVCv z%76Zo%nE`DmaXqyL8qY%sXY~=ik0b z{-Yo-uK13o;5>oGPAZtt7Im3@m58kkcY|Wj$qC$HU|rL9F@-CvWSq|>VxC|r?s;g+ z4xCN;RM02%2ZcR}ffdrRzszMT)YuGcpCUPCiCFcV3sZTwN?(nqv?Yao|2juf_!e=x zlv(CjqRpazKR^zAThkfQMTnG?!lvwF#q~MYmEE@TtG3vsrfqx99i4+F9qyZNb-&!< zK|M&oxVRB{i=@ zW_^;z*mQis_n5>CUno_Retd*pm1n~m)hq0MX66U zz8T*4+Oy=4hJNh1$AcOwfKhvqr*asXxs3Df_E?qLD%LNr)_i@^Z@fbe^UefSAxw|##l9p`}ZC7_^%ooEMcE| z`msax{?Z+olq@%Kn3TUyXCO{BKyC%@3_ZTvjYI7(`Ui#)MPzrHor)iBF>4;5~k zkbK|DAbLsWFREAn}mnu`A`{NnZ^aK|_3T$J@gGx#ZceaZeF}C&`C{ zOeQB|z$*%IkX9)g%W_*nc70Fq*4tw5b6NZ9GO-Tn-&*<2hU&9>xw?i2v5|t5+HjL#XK~J{B3~LewQU3-H&}Jl>9IzR3k2D=PM(k{ZYsLp)+=OUqj6 zP61laj|TSQ>{d>L+XFhjy|!ILRYCo{FuW1Oa143Af46p>t|P34_UUYN7Rjmf4N!G8z7-XmC1K$d;0MNaU6Wd;!rzF9f;|kbHw~dvO8CF zI+opU?JMfmrzx###D(n}z@lMSshm<|`m2n)V{pVc&Y?2qfx&)BOb@}HEo3n?4+a+? zqz^jmv?sx3qDQO?Mljtpwf}9Kv&OrNKv&>2&nnOw0mH|kW8f{hv)Xklrd_h4d&TS9 zWOEiZg#mv2_lr(S71$ba!FjK|mQ@l6#4TSrR%$4218!^jPPiQzc>{RkePN@hPLRr| zbm6Q99IAMh8rEO|h z!KoZSdRcO$)fV4=XXORvZT&R!kW8{D&zx48!8ga%cFs7gA%-Rrtv+aJ8b_Is=1NvU zc59&*O(vX68HT{7=BKMX{u!3XAag1RL$#qcL!Uomz~Six0|GYgvQN??xOAe3a%+mP z!^EPekXgzlBip!yB)iV9Gqb#gn#M!HsB{k`UJ;fR>ZYQbSf&8Qyh#!LTqqk55n4-_=`y@iH zv2T4=k|S3b6f&P+8<@R84SO8PZ-rPYw*UryfPPr~B6D@Wm0@ZDszTyai zI$%a8(`bRp+Qz!4FQ3_D_ipnbwTt#l&Nr}2(6;t5TC3zy`kJEx_83Dkn%NQJ9U*080r)r58E1q`UP8Dh%`i>H`{b+A_lY4w@v=B`6k!n$cM93IUJz7D6 z(zlo2qT7`#M&jX3G&E&z4X0_zxQO`+HX&!;q3VY{q8Q78gF+J3E_o8g<2rTD^*EP$ zW5i39d2#mh!h4jza?JhJ`LF5^F&RmX`;l{xdxR7>7#CD%&1|D$u|>q+L0@~G!aX6^ zrmaF1(Jk`x#46K{p;6+I#T%XIlV`*FCjW#9rU7`Wh5qVQ0>^R|UL8eZ?)Qteh z>j^9!xygkJZ!`XqjUQ60I`9Ayg^WO#xra*T^Pwv%E#&gO?$^ywq@dmmMSv12(e4-v zQFBt?Zh_7}hzN=31Y%gl?MPgmsX9gcou-FRzvIvqI4`L5n~LAwK9g3*LfueDL9%Kk z6IFZ_k1BlOwsKtWz@V<4>TdD-{)9HC9lh~hldt$t+(%8>=WpUj zmdQ(71*&8eGiyUY#%32xuR_MCn)nUH(W(X0`864EaG#ncDnt%rvz{EMu;0{P?5M zs#m9@1mh(=^4;Wx`t^~~$`>4x-Fa-sW7&=^TSWG8Qu5$RQfFFPI#g$I&wTSN3eF`}eK&B{hFT+*_{Psg6H|JBc6`OLSOZ z=?GBVI9DfFj-|AWaFL8Kc!8@z8vNhqu#cR~W@~f0(=_JQa6ac%+id%X6Y9Tl`P{gsc^y#5b)iC0HnQ?5hxtT;ek!rnef(P zJ4giI>=CLC{EvWvoCgBO@C|FsKItKQ0~gV^KAX?`Ilok7({`K(O23%*YTff>Ze`05 zh7ndj9HnWvCQL{w{N37qnuYm4(DSaWuC#Z+hiSc}uf76vSn_Fz|S zcHwZ!u4@>8^Z&9LyVOy1BJEfUuX9>V;9tf$699tQ{gyP%I^a}T^r#U{-1w~8^BOSAf0oQ5_mUG=l>+#K=`3Eo znp%)VY6{9vae<15&tp9n1URZydJl>S+f;?X@{IvSw>;C)OCS`pRMoe5)1Ap+W9l6= zox|SKIW7HcB`K5Q)r20@g&Z8Y$|(;_bg}rwNd~KmNo`UtZ5dyTF5!zIg<+M&9jeZ) zGAZ@u+=q_5_p}-r9Tt;1_BXCrcUS_J7qqI>MW#kdLz-vevGG z&F3`FEm*-YEqI38C~!K|R6CcJfRJ#aKjA!;(deWPU8n;bQyb8ddpHUr!#{n`Jj=76 z#V_DD$-C4pn?|386Ns8h?-Nemnh`qO$3S?W{Q|zD77BAgX&4z;N_rPQqlF>RO5|%Y z0zQ-ise%Z=^a<3tygo9)Tz8T)?bgqpZ(aC>q=L?II29aLW@Dj1sbmDy z3z#d7u)Vpx?m_%S#t!Q#!`K4Zc`Vt$G>adLB!%)68Jsh?wUr(^%5Jf=@O?P)k@~sn08F*> z+Vjue$x<|z^kV5^na6?+{AX{=25t|)lPl%Fqz0##ap3f{$8>D9U9Ybgd9;}ODUZ0c zkHR!577s$|Tvj25bVEG5N)LW#wh1VNn@~Owcg*p5hop<*QY9!pPv_+o*@N~RWjrN% ze3prij`CyTz}7n~^eU-&JcL-o)9^fLbyQqdzzwa&Tx%`LAK()h4gAqIMmp2~RaiFk zk}H7Jnx=;-t=tCnLBK^XZq!^73rX-e^qjg=&dx*j*BUKzBW<+W@0cdW?VU6vkCswV z(?4>8XxIe`mRH>qWHwwwE$(L_BA*4Ja{pNp++hMjSOm#xJ<4w6jr|8;-DdzXw3RY4~>{LT%_V^~QY6Jm

JQv=n!8aZhFDBzN0jz1U8_tfXa}NGvdv z7E{>B3GMdE;lhOsez7%=Jz*NR%esf4%sTHundE8=nwNO-;f7|->${M}v?aj+tZnnY z6G1%gQ(|;IG9vU^ysaNai~wME=hS83w7HVC+Ni$ zJ18e&eP*{l9pHx!3(Cq0_EMY%-i@_+#`KxBIX?aPs0ebG{Xt)rOrumMgQVlcP9h{b#W}L9B-da$ydF-&|-i?s9${ z8W9pAT-L3ir^CR`;-2GQ!QF4;Bgq$s8(C2YE`>x}Q!15Ja=KEVha`_yIyOO?Ui$iA z!7Hq@Z467ChpFLYn6dz03hML!wErR8*0j4Uix`tWMtMn^bRRT;v@)=MV?+P zf0o}oLkgB?B4k2U|4URVVcu5xXuo@TOLUbJ3O!5fjp-$VTOWimE0KIP!^Gw$_H)Q! zijTeQ4`~fl>PV6rA~z$X(y|-D((2}4<8x`?DOj0X@w5u6YB`c{e8Snf=*Ii?`A{O5 zcKPa#ou=#HVal6s+~~_5x*x9eKrI@fq7iqus|U zKd7&lA({N|IB^poJ@Dro= zp{`|um-i%47r7P!faY@nhERs?1Z2%Sgz7DWgedA%)6lvR6WZl-B9-wMkJ#jbJF;-A zI()yurl4r)}m>JaI z2B<3_%At|~o&H|djrQ8+uOXhjUzD+Ma~TW9#+VbQ=3JF_-mN#&pC*eBi`OjgZTLC# z0n)u7CTJi0rQ&iBaYJrF==){rnBNvz^VlwSX1F=SO=QYD2KIOI*q2z1+4NX0Vr8lT zge6Eni5A#$x3ide9l3!=77IgKE_el3FdkhDG(R({FV=p5?+ju3snfR3Ki|!yzG<@`srpsGny&HDnt{8&A2I+ zy~CNkpinN=;D=+nP;!!hI8>1KyVwP|{UC&xZaqH{WrAQJJVHNuI3;9qFKev3``VV~ zr`)+M?fvY4)l1U`i4ras0v7wq+zszb0Pi(dO+c1Nx(88Pct0s{GiZi>+TN1EivJ_Qome9~}xh@;b{Pp!(`QD?o9I;uZ z^LO4+8V1q5M%tQbZbc@`-!BRtoEg_G0Ot+2gpfi$iFNt3zjCapT>y+Kmhh7ZJ3mHl zwb{bd*Soa3tLIYW;2y=TDj=spIJEj>@~_8~ zV)a#H>u;@%cCF)?Uiv3DLrAycANTQD;9+%7fH9C~z>{}f*4weL`m06Gy?u{QONE$Q- zVZ@Lf@AP7qylifrpi_G?4TldU>)LY+Ml~lBY0vO~3c3*EqKTOJH{Plz%rUBYe6p^I z_{xn(z%Q{0R|GdlAiTxhf5BEi4IOgr**Lew(gAZ2XL6TR=&Z!Em4AX9aPlarmg}{c ztQ-(y1>=$Z3nc0%6Zrd~W=Xn;!(AHOv~N>Ia=IwD$=LYqn5>Y7eHVgLGZpW)BWQ<_ zH68UrBOqmSauUWAZkRYbXvTLy6pv%e(Iq=Pot3c;lLZ~lFI&Z!ZyuD%owB9p zt-`$WfG5(dvP6o25Y&67@xn(=lWN|*)%!)iIN#haa`j&21{ryg!c^cUQ=KyXJE*J~%q~-z1Inx{ER5pEWoP;`7*m`mORTlco>U(tb6T<__Al19 zq!D_c-2Y16qJ@JPB$Hk}4l9{r63S?~vUdS)98d|Orn%%rOJhJB z*wNeauYC~}=i%*X9-7a~a7=^_WrWqrHo_82A;vfi_F5=!ehw2JWqhIX93aIk?3XaD zP*ZBc@N6V5Z`IQ01r~cz$39?A5`EIPE3Qf#&d6rPz5?<{63x$rXbe+INVrZ(TTN*_ zlpZAGDOf@@)K@(y)gqiQX)`Vn3zzW`a-?G#5p~sU zY0N|1;PxzlK?dV83Sc&Z+*9oA?8pkF8h@US*qi8E1Ly&2D5+Z#KOBE42TKC#o)_(# zW;b@NtshpK%`OgKVjh$UX9SRL){>jC!!FpAUA=xto|!o>OtL!mNu!@&m}F55;)G-t zfy!DqSQ3GfVkWDu%q$9VlfUsM@w<}MIC`i8r5TX)E*d`C*obFv-a^(g+K_HEja=<2W%JM~`F*!ZoSVIo-_?ozhg^ zqZNpV-OWup4jQDR_5Z1JV?_>MDKxHmFAQlTG}|e%^(?#<}^_}7YT zegM`o?_!<87!4;2n#bqej)8?w3Swmf^HpUY1V*UPtYt+uH$t=WP&yKrMPj=b7XbSz zI1)p~*ylxKzx8Q(v~R534{KnmAk2twz^DmOLO&Qjz6-^b9azc~C+g*Q2C4-uHGd~a z>_kqEou9Zf?)?8%xENvz;RH7%MHWd!iT1qz{^GBfpq_{qNv668XWC~}9#lR|^SHFv zx%&oj9Ly$>uF6^k8N?y}L&oe+_vGs|H2lT9vBGL8B1&7NSAD|#%>hn3idWxf6oI7e zCWEE~Nd8JI64}x`N^>J$@}_YvldpPMowiv=rYln@X4=Z8rX~e8XS6vjpACKYCex`T<=A#Tofk3u_!IC>{xYuR%36OtSJTRDRtRt%6Pi+amGnG{3sQuHzM29coiMrL-{WrwSA$iQ z)Wv%~H0un!?Fd})cO$7dV9!5WAx)P&$TuRCzqN$Y>>{y8%a4UbDyL3sC(T)p zAb#|0rS=3Ums!J53t=q{+jeqwe;8dhFk@bpfi6#LmG81aO=;bElR8Cz2p`_t&hA(s z+MALtm)1p+ttcP}iL@!x1HOHYhRps>Xx7ABR=q^zMUCGo1mJ=+ALrhLy!wy z?|J6PlXWX<0tj#K5&bNfV{4{NWExYcT-PN1+M@w#i+>JnL979}tYufo*kV|83!5U! z7{8Q-j6^Oc{J%1`w)r3IuyTske26YDw2bD)RvBm{Z9T)Fv2iR-Ym)wtMv=oo1tb?D zQru7~8^lDsZo+w-apauAZ_j)_x860EeTy#db7_ynhFEXcyLXGJwWWeRjW5Yn;~la= z&f!+;sj6X>t>cBDpBG)R*=^vr^Ta&8~pouWA3UaFK9Abg{V&+Mdyg9iA_b` z4&#tMNxO2hb_63l82QVfJZ4M?tsa=R#DVUK6ID4KtfsVlxhf3%n zBOu*XBej4kb)aM(!ig{6DcWajj{Ilc54KY__w_!WBKJOD+hLf||AVE&9t}M-r`@sB zk5_b=)9u*l39q)U8ee9$$KfZ}x-83D-IFfY$69UKQlz;wZ1~00ySB}Tv--{p9nyGn zIQiN;y?z^#1Qd#)E$~u(__sI(F!vih+C_OAoE-!PW2rRkU+U#RWzVyrwZXWgp7D3t zd7Iil78|rdY!8R`$n0V_#dJE|BhRKb*_sKpYXuMGXpa#R1XI#sDZ&Eat&IvM>~~eOvm7vGpLS5cRVB&>@m{f z{TXQN(UWz0l0kI$4nB@E9y_C_t;m|U{Mc+aYfCXwk-}yZ704iy2c4%oPw-HpdonwK zMvPcNe%bld1ELG6EJtk~pKO@LX;gy5w)nQqjggznn<%X~T1SDn(ZkP>?P*A@LZl6$M8e_V=(mYeL> zb|sDd%u}AnpoUA`zf2*j&ExQ4n+vnxOYD`wAcXl6{Vn5N@??h3j5h_q3dim6KrYXf zwUBf0rvrLYjr-FvQStcnd=w-q&H-yG)%OR!Lk9k%`UviDui*J5-=;=$N$_P~m&be~ z2t_Ir5Y#%JbvA~p?GJoS%H)8UCdcAuX>1J1EPE0W85$}Mxb(poZRVD6coMh%8Q+p$ zXLmB-vC(X!x}4S)hFWI@8*r()3(43{Wl-^C65pQXY5X z{l7)0?XcpVou1BYLkz!UuVx^#a1)V7D)5RQuG)O#AJg-ZT^Z>h;i;OF8J$kAwB-so zQJ9t;D_v>Ju$2@(2MsUxT5FrFx5QYtBy9`PzScUeP#*KTu?BMN9bm372+sH$=7KL1 zI2+15{GH7R`!FAO+u1w8-a4eEubw+Wo&2}&gmzmE(jfdsia?3QawO39pKrGyc4cN6 zxD(%sBfnkTwY;47|Ms~cS6DG>DnYDrz!6l!ol~h%LYQ$$kOrO%YbdLHSHj_G4ydWI zjL*lpuy08Pg5$GlhPz>P;{9!91%Xi-j+o5fYHP{AZ#G;C`)z;|zxb)>t4+mM%gW{k zbcr(T@2{Of2*VH!zwmR7FW=5(L-b{U!+SHN!KJVi`zjO*<}%W2TchP>K}B$ss{{RF zOYd|04Yo2qmnGsDuU6KHC$?wuwhop|RDe7jk*7ki;_w$bdi7i?Q{0Uo(G;=f&9ppG zw(R`MM#3#>a^3IG@G`8)ECUsgMVh4F=CNMAc1^kEkgV?E4|+yuPd(anJ!Rd2gEh(q zlo<*irbE#V+QZAH(D0D-2S^fVyj+{F{o|HSKqNDqoP3Fyi3^=iEkLAd$@3IQk) zDG;h=6_d>%$Do>3JiC_d%2HtV1=~f2>yeSIto?3b70+SD-`GL(7prb!sCF`lXi7u; z;SA-&G_0yuPJ?Olepnupl>KV+r$6?0@=7me*%N9cXTz+qBxn{M5Z?*Ubim8E{fCM}C9ZTO5$vS7dpIB#NI9KJ8^?;y<- zU7r2csj3gfeR-^uD>of28M5a9x~r_6HccAXQ)SEe{|ttZ^sCtNm5xxxvt@;q_?9}U z9P~`X;z4jl_`b2v?=;or*$EMrUOqwLy1a%ePuv{t7j;m{;>Hc%i6jrrW5>$Prf?uVEJMbyejGVD_Q@HowDtS@qxrA3J&$K$GarsO>-w#a z2Zra&oSe6hxNMl_;F@RO2}Y>s4kS6%yJWT8@QET69`42mvBLBnm;RnNcuKsd==fM3Nf5tFWMI^582cCfTxc~ zkOR)=qM{;BO&Q5M)2xZ(O;hr)f7lZ;bc->Ne z;A`zZ_}u7M!QJdupz zWyfYyQ!oCU?&xsf>zJE1<2^RtKx;dTGLZr=RP)%E*()GEv4_)%A&KWa`}@#~{0{XS zw;_k`smRtAQ%>vi$Dv?Ps-nxs3|o@%f;@97)6o1}EjT_mz@&iOY4f@}&a*l<&705Q z*fPzd-BzhN-=>0xwWN?f2UJsyj%Gt? zusn_a2wZZnskYWHDA@A z!+TY?Ett~4e499zg+am1sqP&b&IG^Oe35FWviyyZ z;UWyqGc34O@YGZwC-V_zB_i2aF5#vaE@OnUiasuzR*YJ0U$vyKn9eRsRPuZlK;fgs za@`b7i=UT_X_s2^H#$A3C{8Z{fGZ!BueyugKUL1W-j-^Y{r#hiAI{KB|2xoCGvj$u z;Zv7wT0}3X(5-ZPH4v|qKf{V<1@U?`+Gt3{#>-e@$*eb%ULDF zj^ba7Cx@I-oM&_3<%$Txe$JlrRdb!WV)nK4e!Y|rePPXLaWNF+ud*`PH=T516 zi48fQ4cWJGk9E8m@)!GZZ@D2R+S}h%V<69uO^?9C_XkuIL+&y>K&bo1Nb1qutp`Yf z=V5lQtYyEA&JPEdabX6nra-c2`i;+E4ooibxlUu#hJbP`!ylXs_dfOL+w05wat@O0 zJPOS#2LfPR0Ew5KlX?odCNS4{CdYz(MYA6v6~YK2_3pI6FL^Zi^WKonY&W6rba3h zNpy>%yZ`h3ZM*)D>-ztHk6pj(cU?c~obUJZdEdNVulMWCL>P3dtJV`dJ%oP}iwT|_nF3~@7p2U{DFw`j%DU;Rr9;yXMQ~`3> zSmrM%9nC4z!M_lIB?jqKA77_h3_gH)!J9%NVC}CfT9!jLYL+Gx=ZId zmcv5_H)f56rWIl}byUrK~jUL<2;Iwdf|0xIjCi1$;( zT1UEl4$7zgT+yxWaZ|QOVysJoO5!utZCRjn<-EItr#J1@=_D|^HZ7A1i1NMX zmNw~#YOEv_Gh$3EA6z{XQ_Lvrn52JJU0q#J+_H+WuwDv-7`iwLV{6vveNSIr;vkOA z7;^5qaqt zUNcxcbrM10;_@bJWR4eX+-s(ayepJ~Xud<1!0L z8EMDpvbXQ8rN>Jg7={DT*~FAB$N+^mKm_73nn^KfTZ-U0f|8r4NHtOy=AHi(i)~D7 z=#VaFF`|&W+zRTQxdWmiWE|Zv^oT<=kDQEjYv~yE9cwQ3-EIG;NZbY{vpTOWdl75% zL7};T^p#YLq=0y6b!3CwTmcv-iQpV7hEQo7PuO?Qi=6X!dSVn4(H zhO12XW=5vR4ku6l!F|;BXtfZZ(Nt6S@Q5VK=vi4m>kW5J``ZrDIQpa)YSvmu#I4W> zlwed%SV6B%0oTeJ5$1~`=N$WAVR5xyNm~GUIr1vk8WA+hZKLqYGn>^vcuDYq70#py z%VVII$#s>vON4l5qJK1BSb#zHWhu%70kM7=H-tXox55CrLo>ye)=STpABZ__>fOrt z=#t(f+1?%gU&yecwhc1eN}nxV&Niy(P)Mxi=1|HRio<>8)KSwwvXo^Dew5BHpS987 zn^VnZ`7h91tA7xPgeO7&C+(Fe#&a(826dqm{h6?ZC>Ux3B31B5G<#9=z+a*AV#aQ? zQ-Lt9zeHmB6Z~QS{vm-lc)pWtb#dbB6BK*z^z^M(z6=Z@!iKJ3PJry#HjHSwWl6!} zRLR5bq6jMs?mu2N$YgTHIjzLuR`aTKx&jt>sY!-_t%YA0PgFc=};7%IlI*6o~DNbYpYKIX$*8Pj7eB9{qYM zUzGY#aM7g1L?Dk%CI4E%p`6SHUSnAC8~o;}3OOgtb(pw)Md`#CZfConD!L%uiBaj! z!^o-0j-*;Q+YCN9J045Xpy;n=aTxQ&K?)6|$)x$yyDpLin<&_%bG~S;;l9>v3U6wz z3h%Er96NN--AwI_YC`cfT0w%joX`AQ7D3}4?eS}nBho#dKFv3QC4P2=`=oHv1ffjU8rxM(i>)oCDQSl6w zzKD5rBsa|7f^c(7mMo@!cAPafmnKQOA z!_(0EZ$YY74}5-@#bY27_Co$5v}!wF4X&YWJ^64;waUJxk55mKSf_DQ$ug*kWXeK` z_P!5uAFmo0-66t!EQMO)QwlaC*&J;!JE=T*YjhhTzt)xNJd>!g3^uNMmZZ5vmz0+a zn?_-;iLp#vXmB4bX;TV0fUf+fYn(S+V*RK>k^C2Z#!UJb1o8!sL8AcsXnsPfJg7Sf zuXN%JOn1v6jJ9U)&(C5aGcikYE`QmxuCVVYyR zKjg(> zZgTxv51$Q6;n$>*Y&c3yV}+F6oMt9vn`Z43_-|;kz5-0 zlzph&I_7*uM5FW+GJ~LId9m-S(^Oxvj%eIvglStkitfbE=Ca-I-<+|L6twkB=06?y zyKNo#7~Zz^WTbDxrY5ujz;3phJxsWRTwtEBqip10(t!_g%5>G?N<-r#o6y*fWHK+M zND^l*8yc<>2L%czEAuxA15l9Nx7bHcVFU*aw%iAy(kUu6^S7pN?XiWJ}vAsPrK_(PI3 z?^A`0<1wU|Yu)w!aDMNS|3+!m42IIBz2!TX>;`h6a)9hm5zhHj;9u-N5iBO!Zh?k5 z+8S-mKM>>wC7d*&)jfGguyAu*|2bI?k0{tLv%w_<0f_)#`;q2C8lOErwnWYpSOr5m z^wOXBZ;RYZ7-h{fAgSF(J3vP9E%N3`@-&3Y{BmeA8erO93I?8twAYXTF42>0+{sVO z;R?^M-&Xo~mF1SY=RcW!<)q@1(aP3m%&*0)Bz2VO*b;i+*6Seo&mMoOFRU-jnvv#V z4hF=sx>(b{wWdE1ov4oayNat1+6tBCeZ8xBu@Iz#wCzf9A|+J}|LyqskLG|#zbn<5 z%P2zU5Sc2(jYztTDf2z`h&>I~c<;~Xxz&6hylsJ}UOmv!CWb(fLf59S2TEsg2+u?v zHqOxa;RO2Q1&=9%cVzy~OU7@HsaBbMyGqHd%&v{oj*Bi?l@5VnO*%1ru!3~);tLsG z{E4h5?$6LVeSA6odI{7jtBYG$Ap+X06S9VS$J_tj3|=;$!~dl(cX8timogYS12A16 zXr_eiI_;M`Uh#Mpz2hcJ>Gpb&9(>-?W9-oSve1&@k%C)xvuP-gyCIu9Jg?AP%J+T- z*jFkHpz*B7!+`F?*L40hTo5Ec-8MM)HEBK#Y$--{1EMDhO)RXh+iEuncf>h?Y!GHq zYJk+Vv1C_TwBI39;R{DI%}D2tIHzdon81s32BZjfEr{9Cs(PMHRV zq!Z&Tq#MWwOjPq`;2^TGTD&;A0by1iq9#R+9a06*5y%9EBrHVeg-fYSWi`O#Rlgnl zhkV+ae^+VQhp%O%fCG3eg)_Q{*S6l4CGM$dBp`rwp8bOR$apaNAdMnVP2J{Ycy_ta zE+y~L_Z$D!0t^+k!TY)qDTGW}R3~)ldJCyZAtT{z0rAw+uLDzgt{13B2pMdcnba_R zvL7gefI&!zVGAy|6ATs{ts=uu@$i5*mx^59?!ZtW>`f{4Vd;g{IVH*`A9DD2C93%h zl$W?wm}F4RpQbHA-b)_%540-sMH$hF`GeU?#0jh)>#Eyp!ZOZ)_ zZlEZ|fzzB>2ZRkiC8`w#m;iPPSF1}P{PJ|WPS6+1(-jf3U8IGpJ6JP(+um?TTB49dD2>;V`Z!Zwby*v zEvMTYMI51|idp~~u-G6Go9)gy}vJ>n&}1;Zi;a)7?yGyb@t-zzI~ETma~Q z(x8%4WH6gw1~lXDT+=7a?qAO5SB3LAU~YN|WHO#>a1Wbko0hfaD|^j6D;*ga+zKH9 zvWFQxCm6Uwf|q#dLCBusP{8ENjbl@FGHfhawBp61;0$ME=4{8s%@i)?;&NTb%k--) zm4RY^n1CdtsyR4AYFK_ImuNALpKBM<*kE>uohD}=h%E$RC`^_NA*_rVs9~0Vj8;Eb z0WtK)mw4%g?h!nlPblfiSWVw)*U6O|kattsWC1gRGswyewV{^+WNt-Kcw$_OC11y7 zradi`(^f1inr17#|6F>1Q!`5jkrtDyJ_LT{$kc}hBCEl{B{J!+vH?B~t$#VpgD`6t z#}zxZf(BMoTQR5g#Tw^Lc2{OFCBx7i$rv6UQ=uQz%di~~#4*_&ykw(={-wDF9@Z?D z#-r9pO7sK#g-Tt6I(z^A{UE!-7OUjS%a$p$DwHr-%<#YgrP9G!-T8&b3*IFV>IEvL zScN%Te~DMXfPe|VlICZ}&xGQIT>jNVvCCe#4@MdkBr0nSpm0lL6#}D89jUii zx}F-Ev~KmCagt#bdbw%sfrro6_~frN%>d11>!&5F*`!Iro$?S0W(XzxCCnfO$RdnoJz3A|MRmL4fukdl(;#wDWN6}SD z*3!K1$*CaWa66SQ0n$f}b@lA+zf&AYxeZz|15v87Xd%zi2_KZq%rgWEz48m@IRbEPJyh_=)PHi_lNmP4=)3wH1SiU&2Dqf+c}&`uMs%O>f(Onak)d&olFg(Sp^LiVTUkOI0KQf`Et7)OD2GA_xIt z?E+$MAXV~L;%;Rqj@MMM#eqp6#bm)j!aLiw+g#2)mI}4~ZA1gpRBJfn7neubtr4HZy$7d zdGdxAb9$l1zVwlP%ll(azSU@2ce{r}zi1rDdN^1le7~;luZZ&>rI;C6D9p-x(e3tx z_KQm^H@+MB{*dGsr(wS!8k9W+youl{4oktYNB|U3$in!}V&?>sc-c5Cst_JIk*WOv zEf4Zdgye%YM90ZM-i)7BPW!X)cnAJO>dHjFKt^4IGl+P1Si2V7+S1&6U8z$}*e~hn zyULz#7=F5;HgmY3JuxT~$DkoYBXUhfNn!Z=bIH-}&ogkhWk*y$tfwecD6)k$xZh3+ z;bn#0D1={eZcLpkQ0!IRUTXfHYW?pMb&B_k_2iE7-eugx@qpQi2EvLQSErJA&F19J zBQ79EL(0T*78W7|hs3e%30xkLPn$R4pu6SZFW@$$8dl#dP9@>un9y2F{Vv=tUgpY3 zI9;IK1&J+K*%8AP`1<|V8L1MA5NP!(ksr^W(496E0xFp-m02mk8d=DEiOQsG5hc3Dbn6=sGuQ zB8gBR$_vJLC<_5P)rA$tPE6C?4+>ko8kkxp;nTqI4_8CQfWsL2TgLjPcm` z#(;v?Ic=Dt%c{d6>&0PgE@ix)SSku?WCJ8g*B2Oh%K^<|d>_5pzyzhabZ_kpM|5G{G* zj44_Nv%#RN-feEHJh=*JrS&ik=?52+1?l-c(SfU%*DHG46f=8iU3HS0262N3thpoU zY^l*{D6fk`oe*jIeO}Zxb`TRGknha~d|IGLp%9%^Fu}-F>7e$lU$jY@p1la2bm~dQ z?f%g$tXUHnI0gsF3gpBBI~b?vHe+=v97-u0000|goD0)R@MCDM_P39cHNimJUt*gB zM2NCbCd$s+zXS*9^2!w|#mpY9iJn`FnicQ#(^U?XnpUg9KrkEL%g5`Sgl& zNb~7IJ}*A0?gdTmmI?}VhG8qfbwQ8&Wx2~r^s7MC{}BU5lX<;GH}Fs~++hQiqy=D* zb+Qi&%|M${$wG~lgwvA_%w7ie1EG-(b{fM6(k{uGB(Cdah;TwGUd61BI4=rZ z7AsmZ_+c4pobKj`4;X``;=auIEArS%$o1TjPm5^LFZ`OdZ=Lar?-2lEWC~9 z2U|j^zwD2~eUO2-d!qc&EuiXJuGqZh-FzB6JAWHXg=o!LFs9zpS@fMUXX=WP5|2;u zGDBeB(ynR3sV8Z-kLGWZmOP*A=wQ4waw?pa(3xmn-^Zb1coD1Ri(5Qht)iRfCCmQc}B)je;bcBddzMvWDFL<&$b zDy7cDM2e-1DCPK>oG9Ax3%%vO6Q=erdWdmh?H{;t)IEPxi7qq`fjB4kiY#t5@9YeS zslsR*E`@qde|_cbWyjx&092UNHK;c#_D(F+CaLqRfS46URa6+oJCyntspA#G+OAXB zI$<-dyII#9_mxaE{^hX2np%N$FzZRjS+DZsSQkr0dKq(JSSQRD_=i)ylf`nrQN-|-8;uoD zyG%%AC+f6*U1hmufR8t9U4fiOt$YmmdNZ0YOGsarfb&!y8_c-sLdw za0ZK~CF^cQ$KjNtVnYIZsDbzHVt(FF>8RE?4@XeIuU;i$zr2;QypV&=YFb3e-u^H^ zY%Acg!cB5V`-|HFW3|+N@-^95la#U;{!2KCgNv=6fbhwrn3%ackgV1`+wtPN)#V|- z`W-Ij6Bc)Ad7s@7z`Si@9%v1*0S6J`mLOr}38r`Wyfdns9Q&hvl@eScW*v0scFfHQ zY~DIbGSMF9h4k8@H~^#K_yivsa+ZE@idpUmU;9~TFSQ;*IJt+D*L7NZWjKx6<#ZLq zN06$!?0Q1K2bY2WG17JtCFI9&)^^Jx&}h5WA76K%o%AMTTlw-ES&oF!I2v{uX6hW{ z&mCMLrTL@lr&O^+j5ix|>lk$nK3bk#`Qj?ItQ5D=uY_v+p425$)5}>7Xrs1#@qJbg zHEflHo!jBx`q88wKCe6*PFvUjpBLWME>jg{Khu=5|M(;3M?bP<*_$`^a2yp@^U##h zh^rt}slQlt;AZMdVJT5+tjJ729T;8YmC}_-Z?M>aPIMPnL6Z3-9hedspHc=yQ(!?h zpkWx}o@=ck$kjQ?DsozMv<08)h~F{sWmp)nCs61M4j?Nw2Ho&35X+ZSF66GP8P^x> z#9e?fl&nV#YMx3@2Qm2dSJAW~@8YI`ezH&dKP>D!ODUna`e{@L%owL_aS~(*tb*uf ziVT0%g~R)9!=tB4%t@mlOq`m_Aj-$I+Gqx?pbPSQb_N-vdn5LYhpORO#$dGNME7zD zLu50BF6@*vRpb+IOzM&8<(8LLt{9@eBlR}2H&XF$}GzH!*|~4KD^0gkLFy5mK7_`4%F7XV%XK6N{TXr4Ykv`FWe+v0cX5hJ`5lAp<=#F1l#U8 zZU0s(1Vj%G2~-*)1oLMC2tBJ1FynC4z%N^I4_AC6WC)gmiB_SJ<_F+m|DyFBBKYxQ zS8L69!qZ?Zss#xKFm|gA{+ltR|DOPB%kpbRe3^N5%F)O!q7<`;ZqmnfOO6%saAMgC z(yH0`^KVj-x6PPKH;;TnKY1^66NS&+Ap!xbdHi(roI!?K%~#g35Jf{hWnD9@n;Kh0 zaDn^l#3k1l*OhzXggikhUYY#KmncgZV8REcLL^Sllub}Yyj+`>lvB!((xa!1NHJ?Z*Z9-B`8TpE=8$sX`zZShlKfgz5P} zZT%z>x7Qcx0oy^NWCIbuOfl@iMhHLv!I|+vXH^>?jTDZB$6;)E6HpXhfrmd=LBQP3T2Mmn+H;)xpLVww`u$8Yhg`RS0!>IjjlTot1Z8Sc^}sb_78SWt}zOIDV{f2iw+*mEKwG>*sxfeDr6 zDoPv8mt`z9JCJrLZY&0MlFn|&N`n9#sIvTChJ=Z*Y(X14LE4y!LGpqlL zC7yrEQb6%@kRM`=^SW5H92|;Dei2*Qr8i3X9*{q)&I&DsY@%uz21H#eLJrCv+s^76 z-Gobl#S$M~_`#q=KE7<$V?PMNo|k=L9zsynu_YZiEDSHsH#C3j25|Kq2iR)Lp^6s_ z-AO$JuLiw8NTp6mLos>z2gSEbseI`@36pQ}aOy@}_^)nsq$nj&pCK5;IV;m0i4huC zWX$$mRWo{?b-3OCw>HQjq*;kQ@3u+HPl}zykzwrkNO#&WX&i<$$aSI7c{QXilsfhr z!ux6xoq+gIsCw`Rr-O|CuaIG}6sDkP;yDrY#b`Y+NH(+(9b^{z1=@K!n6JXaTcO|@ z8ynf6^F`D(w(smf-dIYGG{=zFXaf*wyyHr_DEsD#Fn!r;0_(4b<|Gv<6trne)FcCv z8ph5Xk%yftbS+wXT-^_}|eYo7U04)WC$ zTDB*rWD3mMWIf!0{9ZIq(RK`DBBo8p?Xy;Pro66Z^^pcl01;1rUt;kF3mT*}JOxPz zgxF@%0s52@CVx?ewh0Pl;S(X9w1h)7lW0MSpR#FuDULzC)HuP`J%3eX;@CcBo;)OB zT^fJcaUqKi_ANr30o#dG2)LAQg1bybM)A@yF>w3*y5J1V-CD|&$_|<|m`T%{{MeX= zsn5Hdf91^gbU}|4qRXW_#Y2#6a3jr^u>weK+Lr<`4Rr*P$vFQ$^GR8Gz-0DB+9SqM z%5#T^Js0$nX;EhmY0PK&==NAo$N;!9KqwLubO#cm!7qeoZ`UwUDIzx*d8w?-_!72` zwSR0=KxZOTcz&qmdHX`aIH}kj#DGs)UJ^4@%B&t^L4{}u#Uv&N^^kkh(I7>bal`-F zYc+q?uPt^E=u}~P1dRqs6?b>r-@7uMkUP@Urz`Z7OapT{Wrmh#PEf)?;#rZzY{Zxg zN$=(5Y%$=CdRKs3i3hJT(gU=FW}8b#l@5e28gh;4<+^QSU{;AiFxBSIASvV?Y#%>_eLB)fflF+b+- z@k@A1v@W391CW;hxN>%({J~IhOX(QlL?dCPAf)G6{x1JR;TyC1+cpq~H{7A-&-}GB ze=E%SUOIxx>~-nG`BFW%WSyTUrcmG@>>id!k7`2*}60*zq0b|kc3t^mF1nQT)2 z;C!3hK^79z)*nfGLk;kAmcITxR2~pAH!OwmO;_16hTd_xAR^=<_8QX3fy#UP_K%RVdE$D@bCsU!p;9y-8AgjNjMaAJX+oE#@FcNXfl47- z{vwrfF%_dB=BKoS-R%+B>hZTFBas%V3q!%p#g>f#D5**X-h$%*@**?-jxag3 zC7WCj%3>gO;LS)bfhVb$C5 zNdd9YH8BGs;GzfxKTmBYzhPK(M0i_{?{!(;sYjy^IyLeF4@mgDryrw+6pa`g8z2xs zNX_1|>Yk}48khaK<#Ms-e`rkS5uCV6SS@xc$Vdpa}G z4pc(3vP2kY$)K{`Ri)c&#q5$SM%DUvjsX^@&4y?vq;!gqiYGZXw|rz*Hr)L7L)vJt zJv5dKgj!8`)rD!ZE4dW?EvbYBv)IlFF{M%iNF z4r2O%@nMK^|P7TMDe1cEkebZp1$D{no3p)DK6h)Aq>-@ z@MzZeCfI9(00=SUQr!<4tySNk%H#vn3bFX0g>H`UdU;-y5W7GC1{>$b4gZ$lkJ?J` z@uCgM(UmG>*L81Tz2Z|rKY}4$nJ6hoR@BKToMJ_JtFWu0VqSLT+udxSPwgvt=5Ani*EN(t2LL&ZEq-UUWlVmSibhfPsB{UIP&nt3rH zArO?K4+3PWH;Q=lzGCF$jgzoS89`NnMXIk&a+D%}Ylq8H#&IXn?B0RSvJ|WZ28DMD z%GjkX_3^fqsMh+UaJ~A3vge!}&^6SDRG6IullHlG4Mv9k-VT|>2ABGV%LejCRudF1 zQe^*`6LtGQNLkMv^V#;v`jD!7|LL!y^#`^aCOro<5nG6`*A%DT`p}trDiw->MLWIy zRp^Ir4R>%LJ&FpbDfRK^-7rNdZk30>eYlBZ!8J z`tw^*D-*F;OU|}+u{W1>v#DtnPj8CDAVhN8Ti>>hy7e+r9}Ihd6GXE#MMtx0UGvsc zC8Oo|Xk}2XSa?`oueg7ge`N*}Dy@{6%Ap!5O@q@5gRA(@R0ep%cau{CYlAW1G2^9m z{a|UZ0V&P-1(dR7L=Ho=lMG7>MpFu~#2G8*ZP*~Gw=gfjCzeD>%|MDKhnSu-)$x0; zIm~z=PL&x(`HFqoJ%*We+5$AKU_LC9WxcYr zTGzx-*1)_6?z3*StJ3jC8OB12{@^WL_vgCm8}IPc-rKQCHl|SlLsE2WND={Qo6E%+ zWlm{xhi(lOiqv{($1^eEjmN_`u=i5^-~DIcjTiGjQNHyRiX`in~ zGMBPzN_#Mg#p4OGdP*oaNHmP=0Z(b~$H(13A5CPTkDy}n^iKePo3S!%G@ZZD0gN(A z-<=A06i20yUm;@4M&#BxF0Ho^`HL|aCV$MjrH(o!hhnJEoW+x>sdtpfcpOczs1h8U ztbiCi_HRw66_t|tULRLAq9wum#K#YCN7^2VyOeDdD%045$k~(qo6;vTN?R7R3ZI_f zD(C@lG~*@7jkBo6O(*{89tEVu1`P4NjNHpWD#OFMcQBWnwLP>LpAOY+MXL=hQo1UA zNx?qzic5^8!?s@RO%@lb)I<)6LAk=fBn8dgq&y`}<@g*`ir-U93Gc1j#9bID>o4yz zX|>CUGlE75pL9dK$Gb$dRV67yy9JLpT9n?8+%4^2*bBC9fgC+v1#ZI|ge03Fh6ucl z_JpUzGOmW~#6XRsvJYSuL$uN!%-gHFtsK zJ71_@DZLJOdA1)kIv5coGaUhGy*47hT*-r!scqP9qp*n+^?VQ`oB5pB$-CZk8SMiL zK&MIe=o}qmr6_2VHL%K1TM^M8s z=ku(nENCgq=6it>FdhH|XZHbhm>kQL#ccmo$*w;9Sj2x}w|N!v7OcS~O=|WCt)jrP zD^AFu2udoA*k@IL>5!BI#);uOJq%h7-ze-5m9S2!UT_S`47Yz`o`F_Ip0M!%JO+== zjLV2s?F3J`NRh=S6*iS7Pnn7E=C~vHfZQ;P%{p7ENaKn+mDcc0HP__59iX0i;A4uH z{@57PfG9hL`R>xgC^oE`G8&D^X#+!Jw=l z1Jw8x8RA!|P}hcieQUviXw;E>AfN%iuthgR!663pP^4u+pGZl75?c(kHnhRaB6+1M zWjZ7Y=2)3_+kC!ti}bCEn&X{+Vmr1x17F^q_W~z}uGp{XlnsByf&G|QJl00eiKvrK z=zY(wR4RpKlc*60WPvK;_p_qcb54T>HEM7#qFJ+ zqX7~9JQW=fN3WS`9&oJ$)D_Ya|0v2boHf6 zaP@{-pU@IzVyZ5jF6lAuJ}j^?LJWfn$v8WC=&nG1 z&W$c@IKJQE+%{tJEv{tv2YQbjO3sH`siO2(i8XaD=ZKJ4vxq-#)=tD zO_Vi4U+Kk=wDD@_j6B!(^Y)jE=89>x(0>Wwabl~!&{-l6|Ea-K$ z4ac298TB<57>Xa%p!fG9(TsgvD{_iiZ)lj-?CwaRqjAWhk+L;i`LZkm{Y_gM1FFG$_CpN~}* z@8y>DDgq11=1BSibj%F~ZnDsBT~shy^QQ0KSY?cH3ee04I@OA7E;s*fxbKzisEKp5 zQKnKKR@x30Cy%TzxJf)0oTWC|W!H(OKo-C{ySU(ulwg`{oy@*6>~-jXMKVIVVE1UV zLo{fe9fBL*s7?J{63eh`^7e<-BO@ivQRy>eW&~dqKErIzoVx%w$V-+d?mu%5 z^aP(bWKdKM#?tuXOBxxs(fbeHL&b3-ofnrbudQIT;dJ3r95AYql9G7Y!DosG-6f5& zbIoV_w?<&<*2=1uXk#$O(qs+{+_Xo{2>AH1*2%nMz6B^i)7Omn8{T8YXt`C^t+pw< z(s;5vltkPO4nmx#n~FzD<$+4ju8zRt?LU0@a2PGq)khdVeaBe$q5OB$?H({QR~94& z4l<{7Eo6VrIwNQ1mvPNI+Ckaz?9>xm$19JxW%o+T!=OZl z^fpAc{1rB7;<6_9hT^yzh)#=8I;tmzC-W%PsTHj1nxIRLjmK5T(N7gL|Gp^QyhJc< zd^;Hz$ECCLnXk%j1jI**Tafo(@r}6VBNb3u| z1+>c#Z_eMbV~6nF#6~(iRUFP3O9~#wdfLNZq}Q=zQr*rWC%~QWZyt)E!CqRa6X0NZ z@$8HcmlETFdYL9eW*o)*?j^;}`UQz4D6#Q$QdtVfUQzlq7+VzX`-h)j_V$B~NiRRS zURFNok5BtgoHGEUtO1$_J^5gAAP@Oxvl4JvX8Q;e9Q2B8-3&K=8Ar&~_T9`CRu}8) z>Ux(r<&-#ZH!lXB z;(p{;*^bcrd-$`3`$`!j~K9@a5*pb|6GDnqs-0uAfrpAT^l9LsP&8Ro@# zo=vCjpX%smSQSXgW*o4`?z?FyMmZ}Nm(RW8NFstD{f<{?Wd7~9!pJFlrp$>3w-Ss% zRTp}f1>q~jW#~}72-z2RaAkempQXgFxx7Brnl}$;Md3oF#*3dFJkrBCHPJqWrB&4v$nPq^c@{lEJ zTjjtm)^)$u`!}Doyvq8<Yf3A#)>wT=WzSHGo9!9aEy_2h1C!AsU# z1o|1&z`=Nh&0zpm-6*=K#IoKcI7J5q1u<6@MG*CLgL|tgK0_NdkF6(yX9OjJmuxV`A7zfm z`NA*71TB2}SS?r37@4CcU68rXF#)X!LbqTKcRFd15!LPW7cTw?; zKWE?BVKMeHTBx^q5-6n%NTtnqK(D2?3()FeHa+Em5)LIchGU5+RbZI<|i%j2(*M=Cv)~so|ziSyPnC(pNE<62vABGu3>}B+)3&{*aU$TlI|%~7bl^dG!5^LvN~}yA!afPR03PD4 z@nx@~ch(VHc;VIf+DjQV+B@OC z*hAGDcZYlE?)IE25A?xd3#|+Ale6>5knCC9A5!=%W%Z=cou{h|-_1|| zpz&JqiL@OI7<9;grzpTwWkHHttiVybsofm?G+5Yj@~{F}dQuz;Y1J5C^u6LZ94m=W zQ%5B)FrX%~9c*|*-a=Av6~KE&puvW-$J>fKkw?z?&yoTe;#NR2v)M3uUwj=Q$z(Ee z^?`g~FMND_qQzxm3H1f(a~?la`{VyN#5<@6D*gNQ!`nSk>gj(9J z(M zrnMlMKllqh%T5*UiF}}yfs}Wf?08XLZVD8`Smo1I=~CP9i?!-@y|*gj4=Hu`nZ<}4 zFCBzX{AgulhmgGc%)nBUCh4o0n(?yYBhV?BU*BSClVK|Qbhc$*$x{DdsY;MKj~+ne$h!}> z1QfrN@pRCGgE_g~CN2x@_QHc-xKmfkkT8uRwI@SS1;^q8OtmbPKzY!6os9{3f(&BL z#kPdqb|a2rKFrlRWCru~jq)9vv(>mAYod3PQOu5HlBLc`-}A7io3P0r$%>16JqZYL zCt_nfiHAbjYLUdE*6+Y5)O6k(IC!<2KJpSp@!74cwBV5&|2UsTiup2-?9G!bcgo3o zllQF;oTA99_|M>m=T|VXNT4Az4xS3FKSY%k?+F$eCozxIO7hsp5oURi?1$xdT?=h9I-$yJn%Ga@Um}{t6%6kz81a(3j~v?XPq@vYGZ-(HnI-o>Q~r70^oIAylUM6@LZY`lOz1Gzpjj1FIU6y2}M z#%E&Zhq}~lCPDNhn*sxh5tbOx-;bw#p`f`nK6&JY)nQ>5dZ=}Lx3EzcoBJ{<9@DVDitn6~7=BMin<#1}-^S%&(Scy#aTl z^^q+d#LrUwyDog_za{(*smKM^QPTv%xoUy+#b{8$%UM6TDy_r zsBoIwsUv4T=`un0$BtLM+}oT~3y#6_jN*w-v$YG5&!E^vF1HdtHYPqa__)Z)hN0HP zVAO0|#+m!rO|6E~%gEd5i6KBAX$CX$+;nC)UDl&YM33YN+E`NPR5_R)fkXC;jGRJ~ zNsNp(($(F=@l-2W@Ivo;jF)&O=kcA8E|8w-czJUVQbm;Ah^OqVWNXf;Q@5(>WmhFi zomJ^KC}|i3MlnJha|8F=o%8qqsp7-mo*1W1 zA1B*CPkctLEl}!p2I~v;+e~`OJ;NbhDlYmoTa(W>hjk|LpxzblA%qCT1PWq&G)QTJ zGw{#vUs3b?HpJkQ|CHlKG1=o$j8k*@h4g#&&Vz-wg=m6X8jb(k! zA#+AOe*QWshnMAY>7Cb}e&H0_>q*|G-8ubKy!oA;Zn)^!CNqri**-dk{jrN#z4sm} zi>r=@E71ALX6?M2GB_{tVVTOn-WZ(5|0;ci@qp|=i?HjY75yAI1P!`wBr=16qA3L2 z2GrSTn>@p<#x_}}YpZbiq=k{6P6-CXes)Qz~@Lya|;N#HvzNj*z6H;G?dab&n;9xFSm1Xkp@ zOO8~lc9J5g1>#Km>@JAi7n~VL^&wWBW}Oz1k{3O4%Y(^bve&{v)zv9S3hpk5l{E$O-M1m;J! zbZPouIL@oQ%ad54FHBglLh5eI>Hd$USE6W=eDiX|G@0+bk`)&>OJA6*c^bc{hU+>l-uD43;WB(MID}wdK#BpI~&ju{q3zX76)S`jZ{> zxetn&Nq-Vf`gpKOt>nQDPl{jSvfLYE;(w!bk?U^Zozd^+X1ou!+R@mF>&%Bm+Lc>Q!Fs2f*Y#lx8Lk}#qmP` zEt%}P(S&$L1|pRKK8lcWW4>GAQHEVs^F-pbg<9j=ljyN{JXZvJboTFv| zQv5tO>`}^suu}pKNZ~h|iTjuz$&h0dMY*J9b}vg+xo{Sz@qL|C*0^yz3k_t`5J=F9 zZ2VlLk{72w8PTbiS?_5&V21A*V+QhBkJ^e~>#fN|Fpr!l6nu3+_G#bafM10$1&nvV( zpBT2MSZK z{-MUXuzCqN}#U*(^E2<`2G^2FMB$!7-3s76Jrg zJ68z$GPqXq*@~YmOxZ)(3=m?_`XWzzYDIjIF;1Qf1YX!N(GuqflHYyGpJ{Zt0+mp znz*dO*`qnK5v4Q2EOO75^!+@#?psc+r{qF+ppl2-Pq9T<_jDW0eB>w%hzOQL#gLrH zWWWZf)a>m7{9jW|&3d%eB*@e^^b`QG4Az0B*Ag~&?C2$CGi5#8+i#7^BLhWYL)|M8al~SK5en1QEA=3XN(5k3q#dT%+8w2Rbax_}rYwfM zrC)6B*`V}2b3&J%D}Q%H^ED1sa|jOrgG|T@gx(mL051Yt_Jc^l;)cbVM*-&T0;*=~ zBc}{Wq?MaWM-DnocP4E}jOTi88>qiFa|X}Rjsw|vn(dnyHQ+=wNV6haxB+TU;7z*zQUNLiy5T1YC4e~hN|pf0t~&ldTnLf^&<_~k=ZLTviG;p-m6gkvfHq#o z1}hc(gQ0^(sgrd)ZW{Xgl>kDbQRHY0x+`iN9N&M=TQhVkuk?$>xy{Vh%0Pl?y(s5EzzTAwFjyhKSB%H1Ioc4{tH?Jf`hHutU8ZVnnrAS36|Fa%3$ zz^1&qt79rozP^RJ$OQHoV6(^W0+D&u8EmZ){&HaCCgh0$DVf2Ej&GiK{-`oE?w|U{ zea>U^*YP*GzY1b1Q|sNgDCh)%3I2IB-k+A#R6W#=WklcSPC0^E6RsGYBK$8js0`0U z7z#a?Jj4I@8T-5|SSk>KtxG-;6U8_9nXH2I-)Lf@A*b%I^5X<-p}{Ct#$IqBu!Rn6 z<0D{p#kQQeJxdlb$K*3A0Fp6XCVw5+%oSL{cjt zaeD7oVVjtf$?ij(_dNfs2LFuH3~>Zx*LDfGlYd?YaoFKKam2F9|-8AEm& zcE1Kul2+#=m2!NYvU_0UQ7#6x$u0yEv#7S_AHlWiOmR*f6lLyA0v@JnzEO2f%VdKL z%gsqzErw7fg&oYf+6IO184-{jB(1Kf!(#tb(4o48^Y4RM&jLqP3`F?I55msW7v+Fy z?z(}>sF)J==RCaT42Fx#;myWV;@BZ{>4=(A_MCBhR68k*OpY49Igw$(e4yvsl>`DY z0Fc5E;P`DDj3^oz50JR8*ldH5k`6$I@W}5QL9ePg=ab;Y4J%AI{UWEWOW}36Ksbzl z;L>S;20F@%c4a$;e&B~j3mg24^ke|I(F|cjq`~L7@pLYe4GGG;Vv(gahYi_NG){

~h;!ty;hF61n5YxyZK+pbB^z`) zCS%HmX>14YT#*f%Cg?eEJ-X3DQh1Zd8c*+!h1fiKNXjxkb74l>Xk?s}$S-rkVG+33 z(y0-}DDDu(X7dV7N>TWpLT?ouE8;T)33=G^n7@%OfrzT&GwgTOZz_QxD5SsRzld|B zt>Vo~Ie}k06}jdv1PG!&^H?7gVb6;6+fG}wJwVPt8|0BhphioCz;bb_V;OJWWP&0U zJ_u4R{wPE&XW{et2K_>VaK^f-=6m;&sQ}Wrzg}*dBkq7q5@wopXqkU+bQ^h2?>#D`q4?^K+$ z4-i_f`xa9uTRp?hFqJ!ALwn?Ai{mJ>>BNkpV`5+^D=cqPwbN_TQ;PL~L^(ew_l2`o zWW!qYVY4Nv0{aiV6S8rfrhfP(gxN93p*_rn^5FpK0y=$phSk@$gA+MRMj^x)rz+3D zq9n>rCe}+Fy!}V3r|W<@aFUEN2dTsCs$-@v~3-R4)cm!L{bPGz0NXf%TYb4hAQ=n)NRR)KSLfA>$)fPY$0g|B(PH z~Kc0t}$1CI*phdl*g^(}P-0C;V^% z^SpiUbGEUs#L@iOs`TVo3AgTIbGv5s>c4$>UIM)mF!+a$l2K2Yt=OFf2anCs%2;!H zMO#}=L#X@1?~#Igb$szKpl;xU)J?mGzX47(lT3%;lhR(SiA^V15crl4!bo|Sbo`CZ zH63pY*}KOK=P?iX&W&-P8Z+TRq_L`a*dEoxQaE&-l2m>fM?oqw2)Te=BPgW0%QUGN z6~8oMUz`FS0Pr+d;uUc}-amCm=44%EJyAlKI%cS;K!~E_8U8hOGqIj^ms|67} z!#PkS4o{B%!%Y9%Aoz7tsV8@&D-mpnhQ}!q%hDikLL~T_6*-v3Vc3TBDzB>X`$CHm zCREkS97&+QaESh;+m#4cgadT54GQMT0-pngfKX5?&lpAKpd_7Y3w~;xvJ-Zh3upB9 zCtd>p(am5Gt?W{&rz5b#?S2r%Hvg2}^4>7hSsKo{_u1e8Ov9bJsI$~w)XiybZEI_0 zChd~M-S0^iclbpI#vJhf`^)>x^ZUEJ-|5^xmy&GuVqhxl6o*-jhncm+fcT0f=r z5-0&ysfiD1z)Mky*6 zEDPdpP(e@k2Qr2mMGF)h78b_UjV=-7L)y>=epfZj#wsH8+J(Acn=(qLTj68oX2Z$T|W=(DF zk*aZ87iVYKRwZ??_6vHfh?!ovYuuO`!f&iQZuMz&#bpzV(e=lxFc_QDKf1$!`_-Ru=>iT0ZpTJs?LAY%Jkp>P4zRn z<=Za6`m|Q;;5xR1*v*4d=v5rl!RaPI; z!c`v&{r2oTE^DiQ|Fq7o`sR>x#oxyMS^gEll!1(!3LTjoI})U2S;2NXtq{Z7=TvbGDPyapg7B5;XWa>sc z2a=n2PUS!a$WAdh6q-|I0HEgg z)>`F5_gZ#!%-8v+hn!-!g9tjNXQQ)<2N9M1K=8!v(Vguxd73bTLHVI(NAY! z(J)#|$R(I2VggD7tV~)fyBBcm6oh)vIp+>2A4N=$38i9HDEgt`4CR|^+QUtZJKZqn z^vkE7jlZ+u`2F;={>87ixY!*v-$yD17&Fxth7w}wn<47U0LGML@So6s?2P*i^}b5Y zglcpN;|w7ZRzjn`PVqqc=6gSmLog7Xnm}%Z2Drb@6F6^4+`1L0XfiNZm1)6qTfx|; z3JhVi*ou0aV}#gER*jZuIpT;au#)2fsEl+K3T|U;fLsPdu)FXdVyE!-Z~?xr?xIc@ zA#Df92+-RgjesLK%>b#ArJU}G4D%<}SiOtbNR%zpfHfpa$Q6SYfNZ{RJnKi;r7TJv zWx(!2a&oDq=un})p1yomoUGwWbChVOWE#1cQ=h+Aee?J?!;5zIZ+|#+YQwu~^*-ZS zar&iP-b?*OA7z8B`+=d_gYdR6L>*~hxKK74g4XL>1VZ4dG@iyQ1#@Q>=PoIrQ6M9* zZb2kA%MZi~Da?zztF>%$lv$!n^k+YiFXC=cw}yowzvO0%GK;PVq6!UR15<&-ZKx~YJg#gS z2u$V?WDA8^qMMd#6dM5P(iI_t=G<0(sgilKZVdq&B?RSpCu!QB@p9?t)3}p+ZW*0# ztl2eCqsLZL+}6&_Jy(3kt`{l5!}Oy&@vK-`Fgk9!m-Urm!py6eav}R56;s z&U2MsUmo+G`mO_#_nMJQ;mph$xN*u?L7PWT9JHt5C*W)%%}r^t89ciezp2D%q?2Sw zgD?Uq&yp(^-5wNcma;NGgU|MR^gW_QT5$$PJc%JpsiZ!o#?4zlW|MKmzdfiikuQ3%ibyW$HoEl$-|ok!3Yz7eri>qQ_b%c9;CAg9h{ z32&w6yyTX%4{~$B{YX+Fho9e&hFdYhob3yzUzbI`WJw!7P%_h%Dmbdc5Kp36nS4GA z>5dMJVFZAmj^0bOk>e$#A~TW(P@Wy|?_b_k_2YOG?q(Lv0Q6k!jrRoFEg4iW-GHb; z8?v6}3%evTFi=M%%#Y{Tq#S%cR?`#N7%FiB0w0&5l7=}1I#fpd3-TuKCfmAsE-TTl z%50uUJ=!n(TfX)ni#ex8_3v;vRMRw@5f;ZX9y>ZTF{;)uV@$amk03`D_>#k=C(c!7)XCN+=h>w8m2pV)9F4Z=Cqk@?cmmF39cu zn+q0G@_&nP^mhMS7ti`9$rmc-E+kfeN0X`=u!k|)*nm&2OTH+p>l0yy@IY*24{il# z1TfL&?vKL4atnL`vMl7+&0%awWz3g?k{0Ug)+i${5bItt<9bAeJQS1!t|UkB`uVky z#?{dF>(89cqVV7CYNKJ%6jIbqQ`u35EzUO{0^YDJZkmpGitg_2Wttc%@>NWZ39>-BCG;M%g%*v4r29{d!h zTS2)2y%JS_qlpE3>j8WwxCvO}tpva_n$B^O^U;P=a@z;+`Mv#lF%m8Z2@%B|#;)`{ zriRR9Ku|V^A@*0w8s@bco0o1S#lVbEx=7WEy-y)(Z8VN5B$*V+QD-LT#F!negkYPY zQu7+8;1GE>4v2i3ZX{d0DTm=^MN8A0p*%#Vv?A4`Lwl`${HZ*;Zag}hra5~Fxv`!K z1uAMjahG;N)vK~cGt_>9P~{0mRLwJ49ap@xPo>UJf7-*0=VtduH+y*w~9L|<-2gRu&cLtia}V6B4H{N`4NW@3tVm| zvMOii_N#+}l#O$u2W6A(Q6yiORyH*JvgA`BrhZUO^p5$={o~Zb7Scm$xS0Y^L4?Z3 z?9OUfQO4-#x1eURoG0I&l|Ge_7z=8U^{N;gpw=HDmOvsV=_~UnckkR8SVpqNA)8o` zkMz8;Ink3oNZIfsM%kqM9homdGc%^Q;64j{c)T8ni1I7YLjE$YXtd^B4|T)JZ%ana zZ|Y>xI+^>%KXEP3lUfBU+>dHR#D_vChb?Jq7z~}dTefuOa6(z7muwuk$9R_LM{T=( zA>gsd&G2H!N|V+nt`C*Ws&w&t;HNs4;VDO}fTjdakbM>C7jYkPE6+#=UzO=PfM@o< zCF)9%X5*+PE4(aJ05{PVf%%s~pLxR!*5M3{4g9C>NMqE?0bL%+wk5pFwH$KRppt$| z90asMFGQ|DH7K4*tf-OAqW9vDpA-S}4@WTD_6n(7Q}e|0 zUd(M+VOd!7KTSkIjZ%+SK?xX*WQxd3a2gZ<+i?@thpt{d#g@S=#GI4azsHQ3)ONhX z>qr1!f-o^sM1ChK1GYn&!9t#|`GoCEgcSU>smdg;P6dPWy$`rfJZI`ug!?irKv6BS zZFkrYFgteUh`Xq4lokOF5iJE1EDq|>WLB}iHbD@eSCyIO>!cEx2Blf$cI;9}NSp_F zB}(MzR^fX)&4b$!y^ONbqhY*c3xw8OBHPLPR>Ebx4s<1g?E@_AWGVt15)o2jk%+eV z4eSo!6bazainOtF-rG^|n5IJN2pd|l-169fusHc~kf2P$OcH%^vawoupTA}yjXWx4 zwtOQCw7Sx~;UA(?mBs^L->DSsy~H`yKhA2zVF;pWNv1x|%u%83#pH-Xj%R-L@2#0i zgS4h*)fy!h7Bl7K=|=t-D(l0gA40v5$zXr>4VMzSG@1N@cWXS&XT~SDsp%0}?#u`q zl82~+YqG)MqWuy+3cy21aS};-2s4_CQ|(WL=&C7G z7@m0~Eu>QU!0DC-y*6Ir{AW#QB2Yf#1m(Cq5A!Z(P63dCIpbi{r35j_6#Cgso@C{=}rZxk3a zYg~V#EP(x}^}z)#IEy`84VpLTVZs4wz{=E>X{IAxCdtcrDV#(9e>F zdqp>n8E;=eEw@n0}^mhlaHMTHhtuQPtmaL7?P+;qY+F|vLdwPX7c z^k2~=Oi8!0hzF5)Qxlo;NL5IJ$fPX}>pI#PF#9KIqYnsa6O_Q8^5_vg%-Dv2mDkL) zEv3vOFAguEc$kJ$<3x9pKuSc`I!a4rp_Xg9+)Cv2yfY;r0Gn)02Pzi2ShiU15l^{X zGBw@Cd_%+C@J5^JoAr{usz_fSH570$|Fo7^tqg`B>ZY1XiN!HBAUn=z0YG(|QJ!Y! zv^-iIG!=lG_r024qIBeD#{MaKI)uVZju@T+`Y?30O|IjqLkFdBL5cHI8ZDE|yzn;@ zbsa5%o0U#~7TT$37U50c+-E&PDA=jHK&@R7y^v6n=5cdzXi;RWoO?oWxlGW=m<@?o z85v^zlMH@G@sv?3VX&%}&CV>f*k)Vylb4%pZvK#}?R9$qy6 zfHZTHXhgGKRjD&hokDAj)ch}2nQD0J^2e#iLYo?vom3hdY1-O*K01pzeZxs9*kA!#fo(xH%Z2t_B3pVb z2$$*ppP zXU|)}de-mx-S>Un*Fn34jBjuGB+Y5v9MkA3I19=m%LE|04){!PJ(k6>Qg$&0ij4L5 zjq;yg4SY+iI9}lFrU*J`Y?tj;U6bHiahXQL{K59_di-wzJE**?2*xua<1erNG0K9r%@JO+t_OH(BR`7{+9slA01C#M7rB&b*7Y}&)bcUd

^f0`&NsP0}-24|IqDnk5xLwrDKNEx~paJvc2VRalOrQLk<2I2Uy z3*1gyEZB&EGs(Ufkq#7pdJF2A(wUi;-K){txqyY4Sf11U(7jPg(0My1@TTj#UYNay zRl{rT2pIkC+vhT8-WSsmb1PsB2eLUtv=OjN>pq(H3k>nh&Ie-y0B@8pfT7JoSpH&v z4rPa(6`2A&FdsgmhbNW;Fy&_!A1L7ZA8{H#gF$97#r%19mz~%dzNuRZ)$D>82Wfsu zthpjgbT>#(1Kb>j(dIs;EB)Ip{P7&GYKsN&tKJ8gIuX!hHZK$JRU!mQJ=mtbt6gq< z7o-O8ViX4Wj&4@>F)92)W4aXJb%u(#eGmtY{t!fto*f>0!L_+uz1j-!*R(I{wbdBU zJ4_?ATHE#mNwx1 zt9xR&$Tnw{2{es^yhVmhc!FJkeUS#sf~uCr+y(Fv#8;2zaRG)@fKWg`S!}YUkbW{x zuq$H%5^5A;utcysq%E$|xX&{(txNT3YdD7Z%hlZak?~$4lf_S0G#Jj!%|*N4T2c-W z(Q&<#<0%+HTX~&|nP~@kb{vV#S#K4pO0;W!KItx?2g{MWZ z0AbNBC69)cfzZs@>;$3Vwt6eKQabW{FHmY!9_&Y0;?Q!nuk+xqFqdMM!yB|Xj=7(C zFm2%~eq!ULkg1vs0EGxfyb5MkaaI zfPO!V62dd#mD?GPF2d2XBLrWGX+SM$hb3vdvWD0AW2+b`R0j5i4wP6b72!I3@3yf} zsHtY9Leg0#37h9}eD$cdEn)qeyF0c|)G>`GQwrzJt8>S<4)Db_B5&roft{u{IDVNs z26JPvSK49(T1LKNS#W0O4PBX!nMQzvjksHiXJBxc*NjysW}si?nN3YirUS(G3IY3x z{m8CqQApQz(bvb_^6q6erMn|xlhV$@NTY3>b5tBf(%U!idP|AGHNpEtMbW$#90p^| zr?uSY<6WzjAPAOW5Run%)mf6%ppZg|_mNchok6@43g zdL3lJx~EIR{oKH(jaqOvTM-XlSLo#F7J!Lp@8JVt;>+pVC6wO?04N4TwQ6@q<;Y+^ zoy=FGzVKY1(|_y|o@~EKMGs(?U~IRF=5^+#oQTAU?~c{2V*+D??dsg&(e=0f&c2O= zOQmCIT4N||r<@m_5x@o^U8DPxDWf}i19SB?BOwPa#Ba!QMQ*?8z`bxT+KU6XDk3Av zp~8;1a!OM;#>{&TOl*T{S>M(+0F%VA9##v)ZZ4dxQT`I`U9%1wbSu zVXQB9GCgw&*bUWR82q1|L*9RO4*OBeiFf6;Y5HVbb~dCfKoGGbYqR=cLp=uAH)M`~ zX5mT_(@SB#;A~NOQVJ}FR%B<@%K{sXe!_aW9z|Z0a5k{J%88_4>C;f-g4_-6l@%C| zZ6mS>UzQAFYEk8=v>#ce7NeA>3aPA(uENlW35^Nk%$Hy(EH+r30stKpBB4_7m)NxT zw#!yz=%!^5P7YussFU8lXW|l(mT`Kuh7VaEw zzPoX_3wdj%RU&$16)dZKs8mb?6N#=@*CyTn7LE-{6ZSDm%ADXw*%&d}!j`x;dS*Jj zUFHkH10jEb5>$M{3N7FV8d{ngQM+L6h=|2vaXF%j%r{d2?t3{>TXp2Y20($&!>6T^ znyk1j!ab2EDO3U#tk*HbBda6EI|V_hynZ$s+rnt3UF$u@B67}A1Li~sd-nqlYC$h2 z6PO#-6Pt*`7jF*b_%C*+we8XIf0oe2j=C17PzGNI4#$#U#Q?Ux#?GIq!~F9y6p`ky zePw316YwQo(or4~N5$9!b5b@hd+(4JTl98Ynet)!i?y7QdywS*RMH^q&ql0eFLdDl z!26gK^ey@b5f4~<(^fO5u^}RnF+$eN<%;eU)A@(1%{opnAdN)N*LQ&DOpsQ z$*9wKOd_KpBs4HyemH&$wBJ2Y4MP%eoWLb40XwgEWX!^aCnQL9rz?SyYY;-9*NOFU zJouL>qv;{a0{)mD%7D)t&Xu*^C{xRq&yMB)Gd{ffNbBR{O;JCWb=Sc%Zy#seTd2Sf zmc-fYLCZH6o}n3^)r)CUOdBmlMg<`eWdpx9;3i-H!YZZ++@uG3ZcT%v1j;8)ezKZI zLyW}A4d}b%V+;92SmA`8;o3`0ELFgx1WF_;)7|7dHJZ4Obvzrc4P_05}ix zGOKvTFkVd_q*XDl09sI4Gg%&H&{k_;K720?hojew08c`TI6Q_2#(`W2nXN+ zdl$6tQT}ISh#WJ)uGb*Fl1=9X@XT!*mPY&EUm)#n1#jOR?rglG>I1 z41x$}GlSJVa<_!}VIpVx^;6Gf;>5d{?tw87=0!Ne#iEl?xuF%fJMFTb>T~rex&}@|ALi9a=_?nudS5 zZGH9CzYLGxw*Hl?T~2=Y=06V}DzJUBE9K!&V*C7f?&y2n)7PcGd3VGW;zN<3%Bz_& zKL<0PE%@CD9kX3UaE_M^JUl9&uD=ghLx-nNPo=}MKqo~H3{L^;^+y?b9!a>f0YVEx zw^-7u04Xlpu1=7 z&klx8OFqk+?93Ub#)(&}-FWC_TvB)oQQzW_OCD*0{pQC>`fE{PL0W;e_RYbph$@nZ z_|@cbG0eOy?3<+{_UvzCQ@=KO@}gIQs2Cp1BLMJhmWdy$}#N-3cE3HAwY z+<45pKuc&>FzBFz_jHm0k_B^998aOq;CXu$#Vp8t1uhgM+ymPWXYl0I(8AAu$ztD) z3=We^CJdlIY;j0=)2_h_e^-E%n>Xhj^4EKW-!3j-e+xiznKvuc#gT}Qu5Zww(WYxp z7r}+|9H$T0Ffz+YS!K1%0E4&HrPkI~%m-xSkJi%9jg{=DS-)N!%p-Ztt#Z#EIph%i z{IRjPvqin(cU}%e!ntfuc^aIpYdy+m?_TVF_2FxqHx}h|j;{SQ^tZ5g8fSFCb~HHb z$`&lS+0L?#rmRnA*Oc#XI0l0R84^lv*|huLp(>g@szFlHP$M!xc+7eK<2C=25g>eq z`$wM1EXic(z-Y|`ZftSid3w`X-13iI;mXazpLrAv@H|C+k7j{6CxX^oB6OyONvDFt z{IQ()Wj84#~du%J7 z+5|J@JFK>bEeYAX-skg~PgN|(O7HZPThmX3^%)ftD${5BC6){%uCKUs9{+ig1d8U7 z@0%^P5%O~ry?I?-opombuKaAnj35silO(svNR+aEM4wqp>tLv`eSc>-6Z68Dm}y{) zDvk;hJpkg9M($@aH5Z^nVeHcwb`6PxPn0C&NiFp_ca<+E+ zH>-OzwEFRG*oWU-lvSc<`;=$Jj-nj@g*Q50-LdOj*2bbmow5g*aE-Q}sKL^J|HBAW zc&3D@i5vZ|Hp|8U#KB~tPp4AP{@Sn*w=BaN8K_Z-e%!Jo$8%O#E#sYRuW-_WJ{`Z5 z;+=*UJ6xPB>;`lBU~Cy&*m4uVX)*^FWkR-0Ry|p%1vjhZj7hM)WJ!6@Uy3w3Al)Y{ zZ*avhwlzA27lG-OKX2zH;f*g?W9O}blmu)}_B$7nf(3}2kUQM&x0ubW9S-_~h&Rq@ ze6}L9&r2!Uoqe3MYe!y<>C8u-=y%-L5={CLikZnSYdPa+2M%%DLzRN81-Ho(g;#XNJYDnxse^%`8;hJ=Y5;0_rr_NzY-W zWamre%IEa<+Ynu5_woc@^Gvc4*2hak(UQ^NURf0~bqeeOULWZRz~2tFgEjZ>u#XfG zk{&G=;o{(7x&(@Id$X$fNK)@wgV130n3MiI=BVr^NPa_ak}tz1&c@sh>zzDbwOBno zm2_xL1&TuQ%40JAYW4k8OqwQmfyt*~q`qry%AxCF7>zEgIMQg8Wj)3L*|pDH?L#;# zq6PMK)~?6NUf;6~bm8x;z=u$20F!30`qoWvbrIFsoEX=>yGAGZLHhK|C}ClS5-c!O zJFAez#Wz;irPvD&JG}kJLON`W^y#440+ptaAor+6r!A762+spImDNA3<_^cuYWOlksEL14W;QV=$ zIO3>|JVV&svH0SmIO@O7=#(jdjDA3WMtFue_MCc{yLdmadN)&e#1Vw@@~ykBD2S-M zc-q9sUb_FwuI59^vWmDD<+Dt6s1^t#xlp9BWP;FrjL9<(8_!cE?G#lKHds{!#T3(I zS~$qJE@ljnlM&8>vxtklmM@H#k=5jrWC7FI%TZJ<@WO0t^o?`pIS0b9pY_CZE{3(u zKSedAg503ZvYv=}(3E}9zj4OF^+o$?vO2VsvEZ@$T4Gu%r@2qR%vPa*%`5e4OsAI8 zKNld=bJJb2!v$`4>g#C-65$A*+QQ8OZ*JL!!3(P}Ufo;rF-q<5^pdi&3@83v%Wu?a z#G9l^d~m2hS!0)bNaZ8S0$B8+0zQh;lc3_hH#@>#$xe?rdc7+!S(bo&iZNn~!&!xe zat3iJ~$xhynwx z04*$`WMDAE%8I`v8}pVd32&){;8)OkurSgt4Nv5=sGmM6w(_{hgEMi6L<6VB^zY#0 zXlIOqxdx}5Xp+nBtl3+J9-q;+d~nj#CR5|}XX=gnxa~uA4;9OUD|1_lbNPzMl`ITq z)d1VH7xV`q)dBIF=kdUq|v)|m71f-+|=I+PfEp`99E=O!oUp z#(-F<2;4l4osCD59l{FqIig}c54*AEFmuonCx9aUGki)_%kA5YGoi-&onA%z?Wm67 zl@noQU$lmq>i-ISQ3#2}W}nwJA$aTF_tTNAs)yiH{Cnq-%{Cr!nbe;&W?HBmybr4i zBh8E2rfeixsI3SDI|A5pw@(h>yn=7660t&fPJ5ZL=Yz`ej=~4DGx>{9#8(W!#AV6O zT_^!%(S!YA0%{ybcI4cZMzRH;&eJItv|TTCNy!2Lne}e2?C-cJ`2RxbBFqD+)JIzEN%Z5DbEC z$twF$YM_B;)1XiSUz+*b!@e2VC~`*JDl+j1973~cF=;3x&ov^VD7e45^+BNz0}*bp zH=sC7lC;wOhQbGMVxjJwwpCGVPrm>B`L$N}dA8G(D3>hs-Qi%zFG7)k-2b z+Svee*_YxAg{Qy*HY2hk=ayq&V$e%XYX`Eyh=%M4JOm{I7xOwc*!-G~SCjY-Jc%Rz z0w+BpG2XfCfww|5Is@83il{KSMZNOM+FI*auX5*v*n`8`Ut%`0OoB8rWvEn^*}cig z=z9Fdr=B|mmeXyKB?wuFSrPuyAoFv~6qM7^s&^O~;N8pe#w zJuk*4OU+D<(oOON+5O<0#8=Dl|0IH@gW3rmAkcuG+)(tx-sAqkvRe`a z8b2?PTwdS@O%0$qeDr6Kikq@AxqRbP;Qd;D0R@v}1tpW!$!HKIh7+>H@sxa3u4T$r zrB$b3V^l4TcX+RD|$VS467c3JK$elxLNar^;5Pl8No(FGv3j<5AA7yxUZ& zfAetJ%p6$8l%)Sw)*(3Tgexocffa4vt6v(JX-Ee$M)*N;lH%fvf@BHd_Fb!&yQd4+N5tk2`2X;O zG2t<2$j87P>wtgmmZDG+KK6{$_~ZjUh%NlOON#kr7n2ul2%r_$@ww3f=AVIWTuu68 zO&7Z*!3X4vBHj!G4PFftZvW!GJ^n^9W=D2sz6&*{$p^fGXK+MR6 z=1hSxBNC-~lQV(tQFuUCIZYr-b2{`zDhT={C5R>TGBupAz0nxda|q}Z-7$93qTTNB zemdN5UToV~>#E6I|L97%{(ma4{79De3`lufGPkj8lfeQr9iumcEB%z#e{i4%VGg1E zwekGw-`qSkV}X=0To~rwTvwiRv}VjIA!3<7Q9j{n%ilIET!{hVUdJpD66Fw#`HUMM zpl73`FMK%TD+j@WdBT9O#`K%>gaF~{-I5e5Z`rQ^JkRg$W120ln?R?b)8%pX`5`Ty zlwC7m0jnOP10rk7+4BQ7wXphNg|S@=818sH*~3Z7pPo)cZ5j}3dggSfx$j;cf6{nd zSWS-0EUa!gOQY+-%5G)g5C%EGCMHv8c--;)3#^R{RF_+l^Gu$BQ!H7<+HsGB45Uk3OSG5v22V@d7Rhcd@5TKxr^gQwd z2sWXaij*{Pixj_mvhPVPd-Q6b>bphLPX36ba<6myM#l0b-@o@ zIT_hOWv`zY=;I_<=kUfN@7UIJrYL4XsDU_~2c&1x1(Ci!4~i40rkn? z#KEf*nr=`huLDnQ3S}uCl@9kA+`Czsib_NdQPg zBQcj1jZ^;(`iAgg1^nW4vv;CO;0O)0(?c26WKHTIR1Mx%6vkI2g-Xrowi7F9`b?@@ zD{Icgua9w~GjO7!RkZ#JY9Aa10TxIDED;Va{V5Mf?SuHhn#V_Al3h^a=DLbtcF3^o z0cQ20vtX19LC~cst4IHsFK|a;aejDk?x2$mQ6HyEcFep7upFDU^%?*pe>@pZY&&o) zmK;E{!NTmDddgfdw6>ggH)%+TsqVogFXQLYyn&EC)dBEYY6A_Y%;QNUMZ8+vay>YC z?09fBYx4zn>D1yCZG6CErJwgTVWzQr~jvk*PNEi_f-3U@U1Rx&qU+Cy)&!0fagLfujt;6fA z6L|kSje^nid3R&MY`tf_cs~&Q_!-HZYc4Y;3q0-ye%Dh?En*xk$y>VsJpTVez zOw8vl-MmRi3-&#$d+No-!w?3t5_@>3B{uB>es4`RI36lwbf3%?)G4?XLgx`!F~5H) z5TDb|BWY;&J)S;1{K--+bs?lsD~hsL%#vQuf^#-fD5==r6^0kMf1tOWb+$k$UV52SuQOGG@-L zgAKNcyuymXF%93)=5u8&ta=XE3*R1hE$b3^vi8Y}1H&(EY6dO6X-ojv` z3``3f40eqKLynaRb2g<8J2Y~3oM5Uf#ItTiATtV^p^)JK<*e*%`zNNlb66xj#r1_+ z`F-XA3xVnSd!9Ax{r6-N;P`pb=V;kUjIyL#@cz^8T$H>I2+1=RTx|6IOS9Q}g2;MS zkQ3yQv}oWTb3+WX>U5WJ(_&hHycx)es%7x?tVsEzsc!Ky9rVZeEtBP=%p)eXzW{-U zD&~HeejB`*7REEle(cH|dwa9Z`@~hJ*>pGm3hI%2(58>)1)(Cq!!e%-#s`9RkQMtY zBC@HG2A7%nT4OXu^A5v9!UEA9~jY$-%HqVal6xlsdYg>qh7c;nUIa=WPoH8D%G&EJ}l zgOg`VLln6T{541vUOy$wseMMFh5?@pg`og%hCgRE^@AaYD!pA(g4P;%t+R^Si4j_; z)fhXtLZt0F^`G^LbgN_bSIiBT!^j$qOOOXNKM?5&IBAUSu!}7l>mZ{otilzcCpQmq zy<7^7qzZ5m%}8w?W9^Mu3X`*uSZ}-4U3VdW5okq!v*$c6Mfz-IjnO`!_PaX1(%9!v zLfcoslZH6HVMS2)I~N?=F96Xr^XG9cj$3lMq!aAPp@#~%-(%J&E>~8gtt>Xa=O3a9 zrDr0Y_2WeYU*#5o#|QY!ZOLsdiDf~kH7HxFJk$FVn0R6pc=;vB6t6!&p)1@Io(T6h z!ETTQKu+Ea8%dphh=~F(k3pW;>#(E4vxC2mEI>_J_p%_afXi;b8Gy3LqM7#@-W)S` zl3d|n6}TT5dinusiD7;)Phb>ru(d);DPUTJLSkiLQtwGwJ_VfP$!5`kZtmto!k*Z8 zuz`ozfQ>x)H3s|vJo96CF?<2fBx;dw+wAt`5IvNEq_q5^E776;!Z(Bc+zg($Zt{X3 zoJ`>3c7E9qzR>}$xSBABQQn|Jz#xU&+4!J!8~>0XE_D#Khz*QjEZIVQzA@N4qz(y(g$7vTh@^1a#|rY#jhOflK7svRL#n7>$MV2(|h?^UUw4 zo>*`}+m*N1)0;w5#|zfE%rsaEPmxm5U0N~nfd2RK5;NEbDj{w%g?76qZ zL|IHJZk?URn`g^AhTjK+JkqL7x7~qyI3v~edz{^Y>V?IxC?T3v7)!xnu;K2~z75*3 z%Ya~F2IHp7Hj&-^U+oSTky-j#hH}}5x{T)w_P+E0;}jvVp{bNEkkFGA*arY@5+vk^ z=#HBR+BOUi5RZzvjXZk*(#b9n_rA`O9;_lwof>{>w)e4-l1ICh%LgLHa@5^IYA$c43j=)h4}=?ap=* zns6q^B9Jy+{k5fKBpNKdb$;}>H?V)O&0n~%kx@!JRCQeZOaG?8fc%}|lf#?>Kf);* z{tIJS3f&v2)d)PX=)PO}nj2K37eSi;84fj`0@X_$KM4V&_a~#0x2=Dn;=ci^v)czT zC}>GB(G}DU-NWy}@YqmzSqtR=&!0`3B(p0{lQI2aqr`yR=^R}kGu#%zFgg!t#iWO4 z>U}(f<@EptaaU>($)DJ2>`{u8)4cfApg-b#Uu6YE*FU-#5I{!FiwWu(K~e zeQxZ=U&oI+v*O@0Gk44gO0V)5llx=g(ml^@3O^F^+JWgAPgmU?VSd?T>asvQNs!XL zDZR!)i-#F@xhS1z?mLU7l>kg@U@f=tz<@3tbBw$ae`G$-Y#M}^=*?5Gm=hOwaXh~a zZux*smhJc*J|WN6qIutTAAbgnRqlE^rcd*bi4BV+ z6fbgtMqacokm{RuEy=cYu3||H&490z=loOfdDx$4*&A?Rp5VuJE_y_7XWZ+Sba!V{ zo;*4I?(O+CTQcwIi}39=)UQ7z?Y)`}g9Y~U8q+6V6ZqhaUUg#{uidSl9hbNz9$(Jt`S6)SB_`sS&^CkmbG~q zIghMw2{UebHKyiO+2pJX9G*J#^zU3vvLF=!|{hUrk}KkPsZMDzcTdOQRu= z%Y#NbMwT*}g%am;Z2}S3kFLiuY~_AepL>zAe;$8+$1(4Ln=bmYO^QuRoEx!Pw7&13 z&ew*Y*AHA_fuGy2$|*r$`n<$@V>|pG?G^vv^Gc@tp%sC$5xWiCr~rFI#kO>r8;sQu z49pNgS+QU?o3DHXgU!ho0W13kHXtZDgE%_;p>Ld0pb&{KdY-k>lt72ysQ3Ic%$g9k z0aSWXrx*`s?`{{k{VvgW7AKOGJg%GtKaAJIn7L~TL|pnrxtv-E{((dTi^~5l<6$T7 zrxP7Niy5oWozm@g#Hc&tTQ80u+d)oJ$_ZaOH^TFmvM&ZBTzsK#>pK_Mteoy^q!ff5 z?TOPg83=mMKCK&y3!nR#qYH5Qnt)8hw#--2)A@PjShd)y8+b%mgy!?V;DC(_a`>@u z?ANxeq=~0&zr}6DcOBofs!oR}mn7Y(ML{FGQgXP19@T!r&y5jjq(XXmjn}vC=FdajFfmw(TcNz}Daxj$gEnzH1k=MX;XoyJ!YDDTBQiHMlZIa$ zJ}!ZN^iSGT;Z^bXH2wpc7njqZ42k}3chRwf?Px934SIeyF9YtBnyeo(-N8V~1O0g0O0m<+f=d;E;$#b2A%RGB z(J$=4o#aYP>lMyR{Vz2^h#BL?FM3EuiqGGMV+V0auErCWZv>YGa!7Dlz;(DO@P344 z{=A*}*k@7x&=oH!mp6tm=-clr4+&+ZKzE!Cb>pE^I^@MxkF|H=M4k1ey?7LIJY$qx zmKdN|27HP^!a4H3CT={yQm%(-v?&{xNr#9BLl z1k+;p?1+HmVfkNDO|*gM8~E)$yofij)*@5{!JP)AvAE&_I;fzH3A=IoJ>++J$M(ws z!Nt45tNnHy?|h}X_C~Qdd|Ne2dCX#f!x~rRq`zn(c*7f%Oz%swL~raiSf-}$`KKx1 z=&wjG0ePCvf5pot_V9-j5F?`TYWD~9a~tlU%k>{h6t&=j1=G!Nsl)`75Dj@fKnJxf z?UrEcOH)LOkz}4j6FMzL|EpH1k((OQ|8|89VT>?wd8jHacOik?by;QKx;Ouozd8S8 zMGb}@9y^k2x8$N#;H^g%on?pVC6S9_wx4Dn;$53Tq zws-G%QuauHKX;|dsIk0TUzR_AzxUtfwOe1|K)uFLcc4at2=I^lI06(5>g)0QO!>-l zz^n80&T*;q9ji`HYyNebl+C)POV)CWJO?HNRalBGXK0vXF`yIHeKQAe6NM<-gB-GZAtVFE9DfaLbjmf^lx-VAQTm;{X=_9CVmM=>YGW z&87=SQQSOd^niKb%QGj4<+N*NSuMMFxa}bxJG_O~A#o4KZngC{ebz;R`^$R!(m9-q zZ>x_lAv%*w{YZgHFoJXc4nAxDQ!SPjU~L$@C_XKZd^=AHCmwq(Oc5E3uzA-3xbgsE%?EAc zy|>kUR5PvgC?Z$S%f?OsY zGLb2CQ@&iq+P!YM7QNO69Jb7+=-wau+^jopX7r!GZ_X=sh@FtWeB(IhAc$4V z0@)>fcv8<)oOapft9Jm-md1{OP3l#T>;=_UQ4$&U{jEF0SF5?D1Bfm|PMnprxI3vT zLD*V?(vG8&4|^!6^E+1lLtdYlvzTi?bZ+kOgtM}hQcjL9i9uYj=Fcz6+>TF%2LR+w zcnLq$Ey*wO1&Be&_^%i9F*S+XXy zQGr+j>rMzm74{aMlT&GkqAY(*7v+scw_MgUUl(>I@IHwV)syx33pMcebu;sZB&CgE zktAdAd)AAq0hMmk?+X7BZz{q*>{}cmd2XDrIGgSUg#+xZ${O!=MVFi@RBo1~dlyvK z)PS8Baih*y5zJtj2~d-W^!-B!(epe!fu=bZ>FAtf=Jh((4@M>+#4bNK=lJsf!`LSt ztExeyTW2|m_@d%tU{Kx{?Oyq9Sr=H0JVwUztfT_3S1oRr7y+72Wh|OEd@X{CC0lr{ z4B&Q?@<1PV0#%<#$~Xq9sLLc)$Gy@tgsqHpO1kSX-E-JC^>>`B^>rGK%tG zG3SB3wF7SF=b;CGs{SilxgiOQZHC(>v!;VAGv&HE%;B8I8q@1RiAFrr%c%G`1!=3G z1{Ka5utoOZJwl@DZ=F|YPBac^^ryz)@Hv%wqt1wT7;_msM{tW-*}#T zd-oUMMtY!U|I?Ajypo>tR3X{V=~F~yr&zuQ^vm(D8cC+?kH2Osw6IECnX_vrSgwYu zBWK3r`ZZ<*QSglxI=Hg@HXk%S6O(TQ`lmZ7CL1&c?^S_T2;;Aj;xfv^eCw+Fnfi8q({n4Ez|D(2EB;fZ0Vu^?xY z2Y`D`Sxj3r;#UOclvXt;%T55Hya5+{9IlP7QZs3eX*FbFDn})$TDFmax45bv~?paq^^UK3N zXFuKrb!uuxk&%-H;~xPf-D2Uq=<3VkkTBDT-P3m*n#y=CEJJb)*T|O!ztVE&(<}jv z{2`V2T=4=MI`dzS73*_9@kmP4TSohy`xKYZ{C?({rF$o@_$$Bs?V@%ArbK2O{!1^^ z?Q@Q@1(|Y`#T)nZF`u?Iq4-ckWXGO>nW#kBMjOYa`E`v&gCI;7ZEvB&GM@qa#BA-Ya?}F=G#Ux)p?Q6=L=!!;)L>xRPJ*O~4907h; zHb!0dki~iBwDcNuIdN-`jet2)Kf7G2>(d{#cB}fB2iw^ndz*-*<6G{B=qdiT& zLBEDt^JeL+G9489oj_!Sxc?fANYG8)=>D)0Qrj&{L_BiMOnaCIgcrZ* zH<^Y$EwP&;a(mcEYdl@0E)&M!A@&3J2iwCMjWFM5-fY^I1`N?83sste?^u8^PDgns zy|v;JqemKl!Pt)h|FY|h1@w|~egJow;5iy|zS^PkJZB0d5r!Tb9z9~#S-pIkZ+($f z-kA#9$JSn0`Sf`9hF!>bDUbt1E8fXu5A@^M1t9XCENIHZ%`%Gesk;pzev zA#wh@)-_RIcj1#eBN5Ph?-=I`(E*g@dUi(|a(W)hBkut#TaA{W9&lrq#8<8c&vN30 zkh(sxzT%?7FN$}~#PY|HSNQUpyMG@U~4Meumcm1Fo1VJY1QT#?oD5 zOcMVUmofil%c836q)zY93sg6ZfPzCSi+N7Uu^EZc(uIM$CjkR71$K2@``!h{T?zL+ z``@Qm8%gzm$(koD_#WbMS@02bT{zrZVSKQlDZg#t0N>og+GlVaZ5~c6KjrlY<7CK? zM2W7Je@*{4b;!g}@Jk8z8=HBaj*7wa*h#u|MtZ3rJq!Pvr6?+VTI)k#g5sb6F{U&p zI&$}00TTc-dpX{D89d+V6X9mS%`|t z3slWiSXdR#5I*1luR^J(%d~-b6C!0T*ytU}<*bB)^}2k8~x5&MO|5 zg)D%s_sk9RM+|uq8;}<~6ZPvPZwU@diQ=`Gj7teST^`Y*fSgh1mY2oWUo2nPXZ{U) z{pfx@9i1HjvDUcoQIr@_ymJ;QJlN+_&(r*v2bKjg#=U%pTk_^ZFi91H+b3i{nHze! z>BUc#92rEzHz|lh3tc~w%oy>e;e0XF>U;O+;zdS3FTzBHHZ!_2RZ+AocicB^Q4tz) zV3-Te!pMZ_S84H^=V&Y*Di72JF>3c&fz+3*ncUy zPbOg4_Xp|LWyYBz@}HgygMB_G5M##}_O0w7Npvy7FZ=(@Z3_F*&ioJ0U}Jr-?Sr5L7mqF7!(h+ zvj>nR2cQ)$Bfn4>J)n)Tll#_vVx~U=ENn9dl2u7x1eDIv=o5dhRxC1FX9&X2`&4&& z95!>*AJDRWmf4Gc^0hQl6cxu}*kdx;1#rb;zLc4U&DqYpWQ^qPY}}$0gj`rvE6Rx za6Y=PWsyn?oJdH72QW42%FA8>r!2SiZpH*Z=Q&4V&T>ecOQMZ?kb?#Yghl?#uG9)P zKfXb}GU1ud;-$ZI5*+7RZ11>Oa8l`e-@XE3fF;U+_G;_mizG@#)ASb98ehh$WhWY< z;AEHVyfG=aF$l9Wh9WNAup=%2sW{>N8*pGO(H^dhFFZcJ5vP3HSSNWV?yBGtr4Ni8 z(K~OJ5GsIy+-~jF_hR||d12k6CK`ck;l)7QxbC=^`62;nxNEiA(W(k>|BI9@QZm)u z%s#3*?fY@Dp_pY#J1`UaN}rhKSxl@LOFGX(%3PvNWsn6mg^m@go5W~Zeks{N=D*^r+*&cer}10R3&dp|43l<8ccA-z1;Xg@bI5FcH?wsEWiaSsNNn!{kH z!vJ!OON5LM+j3i*+HOv3if=6kW`rSO>){m3^bt*;{WYx%-u!R){j?19b;~u(_?C$> z*HluqsIH~14A)P_MF0do)au|cNf~)(4OD&{YZ_@-iJWtR2v1m+{(?lP{ptZMyZB#VS>HseAfJSlbn(tLI|8sWBu7LxyDnysj{cMBihnIY z$j}vy+K+{Seuf_b8*0{{SxNp}OX|klkpG7KWr0Jib8PuAHe9ohGF)LqHe?5j-#zL? zpsvC* z<+po;ECuQs(^ZLm2%>0=6PZX1S0WauKT5UCTgrVJK#d)-JP?QX*W3Z*zkW8_3dYRW!mxWT3q_>Rn*ntNSRNxiLAYjI1`QL9h9nj@9D8k)FyR1gXy@E9) z76bl41e7y`;p$pI16u9Hdj#<_bv2v*8;E(<;}a~O9P+~R2+h-=O*J=G zwl(G6jcF}*q|`E{7(Q6(nfQ)`JRTzHU|9O@ELd%9!RYxpe8o4o3NUXotS4U&vhzst zOTh6EHG=SIM>g3%S-lT(%kR_txeZyYOl8SOq?RjHQkL`r`IM z46sq&^875`sWc<;F1McX*Mo%2H-;gaQ7sA3w(OLqv_vcP8JCO=Ss zJIJ%&)wRwaadz#-fXY3sB$#VKfly)lpf%hZzR$9N!D9rR(db#^4&ZE}#bSmOt9|9+ zUqz(v@ro<&6DHh)@CAQ@K8b}&NlQ%A;I>K4L2W1QXUU?5Q_Rb$suy}&y z`)f=?Ma!WcFh|+Ph2RoO#EHqX8Wtm#xAx#~#{WQ9M`5;~q z$>Uk`P`n%sz>3#> zm)yx0$AyxlJXHfII?uM|+(y^r)+22feI8BNyxBEkCd^4=vs#IX_hO!8e#zmDfNQC& zLF-usE@HRBw?M>W;VP~4p|`%w&mjpQ%)lg2{UH?CNK1+q;5f{BxnqfMdd-8$7!lEDn7@o6`SOD?y$D8(ScbSydF}P5B?Cjh$Upph@ zL9gnIS0OvJ^;90(60KQ-p5GKY0q(&|+hLTLcULvBK${XapIJ1&U?OvXZ9XI)+Bq!Y z3bm!}G-`WhtxrpJ%-?dal{FN#l~5sZNGInCwT^7GSAkI^vXz_34me=|O!>c&ngrwj(v;FS;fvXS1n%%E32NeV1C8MMia zOnDSUTI!{Q*JgnpjL+Iu)7H}GR#E-R)~XoNiiB|*;uXWV*f&)HfG(tw*Ol^D&FTfc zlvPZYJz-)Hm?`bnVG?C=L17WkxHBazWO1KG_3vWEAy`=B%<=!S}r z85YOhy<38@Nm&mFUfm#DOK_c#JKfVWIZb#fd*8r}kpj~@Q4}4n_P6}{*#kSU)?h~g zPDe+V_d6mm;)M>j<@Mfs_u7h0ci(OE`O5vknyRcq?{4F^I$p@>>h{7L*PmGV@NdJ; zS*Cwte(|5rJn@Nh`TkjnTPJS3_`t*=30?E{_v&!4*Ar{L`B!Mi@at!P|LXnx-PI2U zo?QKQWP07&IZJN$GC%l%@2TK#J8rmIaw|ceH zi%U!%xU!&p} zH~l}>t_f+@RQq(RzdUTZA}EqP5<6qGnk87)%$LfQ>5k;Ct&=j~R<`TVa#~BrkErc^ z{@bF;U-pMoJ>uQ3U=4m_XZCDk<1j&PPD(4WV=iGq^a3oxsD!=4H)FZ=gNa8W$y;RO zaZ-yRZGOlEcUThc_FI7j4LVUM%iah6m780YjjWm&He=cP@n+;FOwtq#D}hsVR6Rm? z6Q@%?jSRq7J0X^lnTkvs7T&pdA1?YZ+9&(n&M!dyBwIMayto;iiK*@!^^DK05TEbU z44$<6fp5AGo|+T205?BeE@67EV@Ex5Ts8q(1@YdE5RoCG;#Mq1%0d4qeZ zfHdrmX_TSvz?%P_a}R5#m*+?EPAoADQK$Da-u@$MAL5Y>>=^G@{(L_qRlfyiWoJjX zHhW>*z+P!ok{uHrai(1yf9=TmK-eWpoBTGy(nT9zH)6pF322(`tjvwVs2qu^m-&5Y zIStiUrb|mK<%M)J?_6e+W9j4rE`g&3e!P6CxGgS$to>^V+Sp0!yc@56XL~&e{i0H5 zWT(Yqa?}1APoI_v^Dn;Ib~Glx0L{CMbkDA}(~nPlUM7bo4CL;`hsw`lo*jMerr}Wg zYe!H;G8#)!*h?YH{LO73SFK-M_Ig7GuU~j*U&#LYi;uM4!UqJSqnygDoWms2f>M#S z?M^t-h|)0^5(a;E>xfN9Y#e1jKgksV=fF+B<#BQbvvXw;&P3nTR6fkl?S&U!fR9Tl zRJ^B*reH$vC?q6t=FFL+H}YdM3j^dXPXBVVeofzlzl+Uek?>oa_&gaw^Kb*10W=r=a~E)Ru}map)9ub3OioFSK} z(nwsH_H1)}2^(dILJU=-LrKlCabAMMpa>51MCRr`X7xn4Lj|3N80ZeX67B)@-qRia zfrVjFFxmycQ7p{xSg#4oZQ)$_)Q&S272MXAd zj(uLS*yCQvN!`^oKD+N;RIjV&U+?(y3-`!r0iOBzbt7OFRPN~tvjk_E@N^^b)&oyoXKebND$+KP#4bHXq5h4-|(kGaSQ%8AvRo;$Tlqe z#yw>?X=IK`O5?La0~xcws`+Tu^`?hNp26DSk>d?fIoa7bm`natgx3w@E=oQ!;^cr? z27V4$8DIW-kZI-NzoM_!9RyJTnN3~~5-XnwssCN2422YL1$zyy+YYyq+OD?kE4tG^ zrZN}*8T7c9)k6HhL6w0A60u&6&*45Ak(-r8>dbCjBXe`hc7AIwTUeQ1-S83ashGB* zgMz7rU1+a+bxPPW^47q1J~zehp5FZrxPEo(D+~9JZ%}Uei#gg)8VKELw9Jk?Sl4Uq z*K67D=&Kqp<|lzKPO!^Kh@PxM`O`HhK!95n7uaD`Z)n~CL38Fz@KZkZ{sLYvt$^{p zOijc1Y+eMCK?#i|fW|@vDJcdOE%>I;xz&|7qUAp0w(Z;|;1 z{NNudWjn}L)nwm2KDQ|=H!FM!@;~$&IBau{Sj5Zy28QJ$NIBT@N%Ac<7P8?nUt%oF ztBrhrH+?pz{+;2yWr2W%j`Qw$y9=t;oP@pK?(aXXgBr8+{UL+9r1X|&nma&M;gp$j z@yXu38^Irc!~lY$D&}6J`{Zb6u3o*`D0whoX(u|z+8vM2>gB#0YeFzGY+m!XfHn-+ z!1Tsov7Tj=%;g?&%$S;;mU+hr$;9$dtpSp}V^?b-f2vcQnz#2P#9j!ik(l5~ATR;7TWvZ10Bp(Ie6WBIo}>;J2?(E5#| zJEIl6CMzA#yHh1`U37!98*KNp0PH%Ch_s!K$SIbST47`vLMv!v zR=#1Z4Gc#D(uDvI@IzapSHrjo$@D`o^ki9J>9`TK4*E)sYtj2}y>CG~Ls%4NbLB=d z|LknW%)^|xC4gyb7AB|o+dZDdI|7!d$E?PBVU<0O@U)$U_}zdhA99k)|0*wl?*4z{ ze}b|-4ukOByLVHq@4jR=eSfWjYt?!gea6$~g2is0JUhlt?2MA_F8+p5#QfK>)^e9! z0MfG&NVwUz>y@xOe#Yu#$ee(-=3}j%BkI?cHIC5Bi-LFwqG*&k+T>eN%{MHi zNQlJPz_5wjS$X$E`QkA#IR47%#cUjhg?;c6ChO~H4=}*qSvDkc8dHRWgfsf*lF4|( zMi4B2hRf9N>YU=UU!7lmw{ghrf4}&pj|bB0sJ~#*gz(}ul%5rrFOLbz<9bIJ71yQR z!6{YoCYYN-ouMas%8VU^vBza|ZihfsVAJb1yTj|7QNvQpzBvdwkBXl8D5q)!6RQ=I ze`FAgD${qt@$f9Vw{bnD{77oKi0vO>7z1-H0aJRB9$CdOp7cW-9?R8mO*XQQw+F`5 zt#ofWSJw6##kF$J7}A1K+G5XDyt8~5uD;}5So!FRO)`Bvb7qQ9OnVBFW(_0{(_9t) zW0FLc09dmbqtA7Stj!pQlPO3#UY7lm?!C}d-W9~uJGpjYCdxvlzFULwoL-ok@s|-} z78iY`CMwN4rgbkTfVp3PG1}L{V29sO+kQMjvm%ogvIB+_Mr zVvXNku_+U$sjL~7k2TkfKmSu%>+#&`2|f++x6XYPb8+T$E3!~oyc7ik95Zp|RAGmM zV-pmxzh%)=pdMu%#US%`5QYob{uz@8JQ33Ov^VhQHPYg!E_(H?X9j3IOM0dLmG=}3 zP+OW?{bH`CC)xnVceOL6J&zlIw0P`@I|CkZ(SbVIZv(fd>-cqCC~UMc>1~-ev18$> z@k3FY@J)z{hwJt?UB+{YeAWiwy=MAhLW&gI@M?p%jyELVFY5w`>Xm1hCzz6V{dYxu_ zD`OHb4XR~ui?aR(qI z1$PTo(5{YhXXOR}Uzm>E`%qkOtRY%zYd@X5!XQPcF{I_s%6gG=%Qj_{t{mf5q56KS zRb}4|1_U`h1)+?%sdl z8moa+Jx%}-IDt;*jdnA*t#TP<0TV)!%_eu9_5~UmRW#PCGy@! zxNl;n&LaTG?doWm=;C<%-e%J%8k&F7%6up8489S!*DK7G_cF3?65{jpAXn+aiIu=L z=3bpvxP2ovn{^+IH<{&QIw|BzvQIbsV1GkC>cF(vn$ z62=J2HO3#u_^%4d2)Omykt0XMBQfEhjb5GTjwc~@ge>N?i{;4cLeLLg6pSgwTOlqA zFJ?m6D9M6-!JIkOH;4*>ryO8(Z>v{7!4+@q&GzDytSw*!ViabP=&n~Dhl)!Xz|cFD z)_qgv3On13=*CNJ*H+#-wdh>lqSsx`%1SzNo!Yf9dzBKs+31lRAXMb~=^b2W%Mj1C z--~_dze^+QiAAIEsRV4sQge<~&Y7CnX%m-_`NF+h*G>Hp z9S*yVV>8yxg}Y_)aN2iwA!8d}72wSLMl5r%bCa_d{6}TrP9MG`MEC1BgGnK$P1B;* zD~ldG`Ebjvc(NK=YsR-Y$L8LCA?AHDC7BozkpF-!2FW|0#>7;SkV8C9OiT*tCk!`p z8TYQCpx*}P&Bh?IPN)c3OjUgzn!n&bT!4`xUBEEHELLg4NBpBI5B`CEb+KLDk<#)} z)sqksu?+;YBwNb!cK(7V;$F?^^s@$;nfDuizRj*e6&d-2W91&y>NE(y2P^aCamTxE zy&u6DVD9iO^eIo{y3Kl=xIttR9@UpGyNFNH5m`s&9uK-Eyk~I|dw$1Ixo|UeQM^fq zF|K=jUG9FugT!2uq`uUv zxLXlT23Uy2rH7M&B+VT0zf_vkG{}X@ReIx8a3wV+5S3Eg!G@@#1<6JTIL>o{r)(xg zo5+5h$r0nONR3>)9c+PRH-{g1vf(#@uM?mhb0XX>|E3%m(nQVgiA4M)W*e6|9pH2q zvgO}<9I^4>mIH%ZZ%u19BFp!8Z~Zmn!cTQAaaG+N+v~`dYYkCLy6|)K?(n`8U%VNu zcw*1$*49OW;pmt>oMtvp*}HuH_0H& zd+t)2w@XC+>dQ&bj4s<19)eYbjoVhnUW>b!uaTz}8(jwVEV627+`;k9t7B~O4e`xB z~AUuqY3`%->5SoOV)1mAL&jC)~>qfS!j#5NYmkoqr|#5>?XX z`R`DDG=Mc-yy;Fz4L95X)eMX^pE(=|2BI{d^)i&rsp6>5-ffZv^SCq~H2YEBArttN z-D3xq3*R92YoBR$FYD^Wb{at>Q)3eQs=OZ0!Hg%4!uaR#nua%uHeA`=tL++AJ*q*< z+g`{yQ`cO01wu4X5gZ*)vO}QEgWw|b+ko&kLw1{dbS#|{PomI$P% z5~sVca3G`v&?Q8DI$IqqoJ9^A9Ta`YaGK};cBPl!pqiwvmPG;mdrp=6`ONt~xBnga zB~AOoOgpdCm%k)9L?|gyXm63|kc_v>=#A7Cy!$*cHKMp1a~=`{`TZoIBG)VV-7 z_hNkkGr^T}#PQ)u!ZM3VB#M1@3F)^-3s6C;s@Kl6<^f)8vBKL3p`A?G#O#RVZP5H(o?Etd|jWOC!{-Dg-DGgqG8G2`%d!;%Yh+PIcIKbRc>?ZxQhHcgItCgyHN%RCcc zdVT?m2Tu$;p?C~5c^2<{5Z@{Jf$R*I!Fb);RA#)aa)rmy+b~#BOa<$c2)hiRg`w}e z@y15*)lNC{LctKDW_O8sE~V-06?RreMk%e4=9-szYGo{CVxC#WK<_hz|E}5l{X_R< zOu^DxQ3Sz$yMg?=X!&Ayk0W%EoIbq#xO_2IUU27P91iocQIKzuWU1+of*nj|bg>x` zo8+E+{PD-i)FP7}8$Xs&il^q=!w5!ibro1zT}*6+PfMRR^}_FC;=%%Mu!x#C&m&W3 zNox2tkv#}zdA+Ii_^W*YdSNB=d*H9tlq#l};3Z@{)>0zbS+(Jd|4^(;&^!d7OtAO{ zsK` z!}icrU{cZT0fq3G23hAg6IqQDFZqW^F>C=Kyux{p2UluokLKCH1E^R;ACjbz2S9TX zUgI0W%6U&Ox7}@PcJhy@Eo+)10HCC$wY3z&CyNT*WwAAH2 zl?BG!_CK@E+xmPC6uRCr)S%3>%Cpj3N>fWK$|{XL-NGs`dUpt7jj*o(Y@ky{ECASf?`etY@Ie3;am0#Oe zr-HEnvhaN;Gwvy{ge^si>;`6B9=xdLf%*^2qT5Cm@63*BxHEe<|D-}t`fZr^w%Q|b zT0yeUZaQ05#%C=!3#>+okn$dsu3&$+KK-3=d~{rAyIQxXst)CtWp7kNR})*n95mHh zQ}H;Oz|;FjJ1rzi&rSE>-?k>+g& z2Pei59HmD1Xi$*jPx}j?>_H|J45vUtW!ICt@zRJ z(Im7jmTF;`%fspb0A#M&jKE8VQNyUvMbraj zm03DH%xY5&CRS*d7;Jov2o2o6WHP`Q=YwsRF&S8NFPj?9&7N%o z$1xSLnBcFb3TXMA8t50mW#>pRt`A`7lJbN1@^?<~=h?^$ui*OOX|3Ds?Jk!VhRw3t z@G>p9WKcjw&k>@{tpJYL@pbIniJ=3Y^-M|y`}qdrHvHirwQs-_YA~r?8AWUeosJJ~ zzUp(Js%mgceT-b4>7WQz;=6k9J&rXt-k-ckIw5gdvM#)aY*dbKzb<1xkNG`st2;>) ztA=29#`R|I(078h5u@h2rMvD+`LK^m@5ry%2QL3C&vttiFIfkQ4SY)jV+Vjc7hRFcE=%Ni>fQMHP& zXO-(B$#K(4>VL{f<8udW_uAupdaIw$eeB4+^}BE~-{01Us89R+bg~D;QHHb3rDJ?S zt4NoCv?(l}28WcTLHOkj;9Xy-a1a~M7cQ{p4n8jy1(dO69_VnD8us`|I{%i>vgpL7`^P~Kj3cVWd?GUU zt!FKGd>RFTxrS7XGEJU88tcWBf{)ma4P#B~2_043anNfU8DfI`^JZ}k^$Ly>fSQ$-9WAvovBMDtMG?paMXPRYL9L@~Tnyxsn4v?aIeWb&fl=4f|Ld)rUPXRDPFv1Hfc=iZ8OX1E5%^v(k@FcZr{3yi0nhWk(@sgE5;$`Zbh+0d=;WB;{ZVq zWQ(GZ@`k%vtkA?I)`$>ix=1FZya%^OG~349J~KlfPP-*~E)1|}&*IanJCk# zvz`yTcu=^!Tnw5eW>Zn7JiZAtVaha1Mfnf5d!OL`7YHp@b|bGa5*5E7(snIXrM{(eTXOeLZ8 zOg`AQ&RQQ}{?VqNe7;<~&vWd~p#$I66n&(LKN9fbo{N8T`SF8-kG_fSU+=l8|C_J> z&G*YId)K5-HjY}ZO+59O>)rXLTLNBs`PHcag?v|G`zgBO>J_cxlUwCugBq*n)S z!wDp}r!2#yy)CBMSvBi^XwTU-*MIZsy^w5sbPB6KQI@I**j9qQ0zZn1iV6wY<^95P zmU`?TV_o5Xv&C@25nbuA@zenS=Js)1t8}Vm-UNAtdUBp1ZLVVMI{Ty0b!_b;({e_H z-JVyMGGhEFueX}MhVQRJo`kJ~uR{uiPK=3=!ufbSI#)a?9$lZ`B_+YqH)?2n!bP*5 zYi3~U)Df9IA=DcMD`bfqatKUspSK1XG7di?G=}-C(OK$tK|x4nHOD#0g|Eyq8rMSm}NC*+8OLz0Zp# z?g2WTQj(x8b;x30!h4c<0<>gy8n%BpjsZXiFG?2Ys!;%}?Ztx%e4dSLd!|NT8q?EK zuomt#8!`x}xdW?b)ozI~e{zgPmuqd#xp!V$4CB8xNu1%R*{r|7Q?cCN4x} zi1b_4&K?Zx#iP3c#y{Ry~H?iHHLi#e{s$V61jWJ$ZE)yOM>|OJHIi;`w zVZwn-ji#7gtVE_r+^H+3hIE^HOvM$`0nzt*yLSczvWk-n$zTx?7RHdnRTLrzqm3JC z{b2d(Yd#LUb!Ov)rr!tVr}oF_=Ph>!Vj#r6wh%)fl7L};FAf?@q^p$%11%_XESXSq zYN?^9L#Ll*!eJc|OLOLa5bgygKCXn^a&?ei&g0&o>uP|$J#d!qh3{nzz=PcObEV8n-YH)`-M$0T{b=H(cL$aI}YMbHNoh}`Ho^l5lJF02j!87I2eF^ ziNm7il|bgEi)Ix;n^T>}EZumx`bo#uiOo+8Rr5QMdwk25G?U0X`lpBI$7g(xB`;s{ zw}S~h<=ED_`A$B{k3)RPqF^7?fmP|3wY%i~P4Gsg0!@Nf_s8-b*IC}ra1)2fjEszs zk_8JElqSuTa3T2X2+3tnbpyj3U$ohnptL2043CEi4)N@JLZ8@?97Q*k3~hCRAj4CY zwn-#Qyuv13<=tzRZEQJh_EFn%f(NJVKyFK|DQA;;>B5Dl5VzrLJDuP#l7Cs%D(A-@ zZ_V?F-GIE8kw6F@j`xk$0^ql%x;nSFr!(-M&SU#71hvnz_TaHCmaf<~2Y@%LTo1Up zMDi|sqrjc-?uO0Am!kImkl?$=3KNDF$`lTMDJCF_F#)b<_|4!%xj$k3(D=jvZ#rx@ z`_rIUizjk`?xMDGc_W?j_U+FDlTTe8qn1Z)Tlo zS3)!(m#9U5?BmYIN?0}&NeazWi?Q^AHCl_B&fj9T#%aV~W&4c2Ab!3jz1SgZm{z)6ZkoUr->Gv=42kEe*;^W>xleEhd{iY~}#U}&i z$nEbkOkMFn0&-BA8;DF$m`DW`iR<7PIz(dKZMpQQu-xsKl2Ie#zwxY^Lb0+msp{%g z8~|EGowvmmN&+tjG$6#Lv9u(@IFTLOaCxZ+HrFsU?YPc-a~>NgF`0~!p!PRhzMx0a zXta48CGS1b_dZH5zhcYjfqsW27vqm4jFfNOutEH7l=!-!3FOR+3SUx25vP5^)Z`1` zI3@|Dv_!viK?`FkU||7)QCBP?ul&z>;UTG+KJEs-)mB7d%3qI1!H8VPQz{0sGfCh8 zQH36j)l*}mb9?PS%3nA@3MF|r{N;)bVyut7W9)WY{D(w{MN&J0iuG-1Ae91wN2(Z> z>2i?O*1sh?Zn#Gf8)d(dnh@RE*!AS-s9VM!y8{_9_bP0=fAQ~L$6PLn4w8v0zaFKz zSZjzxU>nTGD}I%d&M6tpWP!{|+Sr&rSx39AwdD-NbOWCE%pKP;deJ_igal^=+uKJD zLc>*>_@U$MpF@WFFx+ryvD^O|C6{^hx)kGs;Q!z z8;4NMar&I;#gjs@K&qv~`%+AaCL$;TQAVLDbPnvR52XRUh)~Ae%4#g~H<&9}Al!QN z=!&E-E~WS)AJU1N>H!=FbWYfQusFcoS3Y&9CA<=%J@9cw8r0>L7=2^B{{@GBW1gs$ zqoKrz*SE+vct9_F&+QO*7am99{IJnWMaT6af__RlGIK{q-bjg|mQRZkDDL`5mZ}u^ zZ!;AD15Z);F&`uoL`fSfkPk)e>PyLLD)R z#38N#2L^Tbcy8`+k{<%b(N?Tky}HjyP(BRfKH|s(9gl;zdrl~O4yJ|;8+KdhDzl(D zAVbXoWz(`vjuI&(XBD`RZ z2<|A>4zM@RJSzv+q@&~}(9LB>1W{NeWE;znxW`XED7f!edvHkX-lg9kGxf@u8~HIc z0n;LJBW?Lnsc=HP2HK5vBTgj7^iDA?O^9BH_ZtAwS#NxTm^PHCULFai@dRatkib77J5d92uG ziTg>sE$@r%KjCrY@+kXur+3!mKln7;Mn?DL+k-2mTrfuBrRaBuUR7NAHY}m3IXjXK zT~3?a{Th+!7!6|W2Y$}R!9#V?+;=w%Kip*3tm*wTuIKL*y!K1A>8E@ehuY-4qg2QC z;nJ>1L(C^dhlei*B8++iCKe|Np&zUKH%~jZ!#cVlymS(AGZ^`g8$x2hOoVoHBu^dn z_7m}NeopKq(cSZW?&L?}-HP`mFtT`Zx*c%iYPI6-F4lM#T@(?cnC)Gk20e{MvH;(L za9~Qw%+Wz09Qh!e?x=^UOv#iN6ERng)z4&ouwClZgX);ZIlWdr&QaH1^yd)eH(|BS z$sG4M$I2KD?rO=>P0{1gBA_KRfb-*UA>Q&Pr+_M~cob33s+#6#ebF`@pJ8Edt`B*P z8}Dk`B(g{BijlCeAW!DS+2F6t*EEP z?UIfNz+$d6bHHUnbpMtKkwc`fUS?7y8sJ*#Q`ik z8>=x7(&4y%Y^)U7x;$S_XZnAYuxyy6N-H7-wp?}7b_hDUCjHu_2IY$IkX;Mg`tgXZ zD6kiaQ4bbJY(4EQbb>*-nw~>|jDNJ+gW`&zNJ@fZnNUX5%{`rs&W?`Acn?C(NrA9J z32D6&lmWaXFDnbWfb{2ZxZ!l-GmU{W%RrSW@Nhp>{l& zxo;uot8&^LNbbH^x^`V#P5YyYNl_i+{Sl$656?qW?rC+L<*~pQ67f+O_0ytT|KpjRWe&a8pCLs8 zCb15H>6}@yln7PCpqOgtV()g6CBCkN4Ad#CaZpFfTT7f!@z3%cP{;tu#Za@xjj zk~3@Cit6pohJ}U2!rqeAGl{#;7y8{PD=QP1Hv%TgUl5)G9T|m6un!p#HDA*J7S&($ zvp*`;E`2g9frcG(s5;3*|LeH%q1xcmyo${rOb`Ga1`B}A3l0@Bz`;5=YsCzmBS#Of z`Cp=3Dl5hqBxXz6+1Zhac>RsjIB;44tK-XHA{0`oUH`)SeUy*Yr#E0vJT}H?;Ow>~ z+JO|=8z?z_d;zS@ja@@>n_moj;L}^;MVT?7F%~B}#E2e4H;L0OT!h5Sr%#_2wG7F> z&_xJT{*kdI`P6@nEeKhqu*P1!dUf%VB}@GMGwyINq=fxxu6~)D?()elJ8owin5ABRaz5RnY_3<++0)PfNI&9V&V-WLuyhjw*z zc1FNrhDyq!cMskGYUH!)l-&&G5Em}Y3%UnCRs+%K;X$adiORhd6GeJVhm~LA|A-kT z3ihU^CWhOk6Y5tw)sc*+*k@wKi_q}PIB$1xN+ca3$=jWR z5|5nRjzkdr7H~z9X6F6$nU0Rc5X6pI=&no`h?T{Z7w8iZkDc~!(xw3wp!$_{LOBv| zq4egot%%lRx3!zZZxYSxk_|029nFL!Kv82FQwk z;#Oqoh^eE7Fes?(FKe_>JRYzYy{y=|@C~?MA5sRVvqp!!^>Ki54^zeV9Kt~>!QX{p zmQBA`=Fhb$kJy}At#w+jpl*Op6InhpfhW zO5ZBBkl3=R3?v1NRbDvN1BT`2X5oE_JM~2D9W!EDgH%1g*!0d8gO$!N^O`|L?&dve zCe$}d#=HYlh~PnF#QP8xm7XU40X(L^MYPS)nrz4CQj9a@%-p%1kiPVTOM2*4EYMBWyO(9II4L6c$d9GmV=--eMgPbswgcK zvGBh|TNBlo= zqi_Ls4?K&tAaN_w{o>IAG|*Dh8xb?&lK-R2Htg71t9vVII)Xi%dk4joL5vCLLw>y7 z(XC2PDf0-fK4J&%vW(`G28ENuQh9a+4w?iA_qt%6B>rS)_xlx_>!NxhwnL#*_v77Z z_jvOEB4pPWNw?Xa6y9&MW$qI_&ZsjzFtY8RJ4CJ&;F5gDQllKH>q=-V3=sDG+~I-n z^BGC=a~r8aBI^VOdn2uIC*5}J=m5Q-CpEh=zzE+HGv}`*LskWHSj#{kDQ|v8<+3zxO*eZ zl<*(uYN$c7=8@+tk3oBZ0-n_YfI@=_1<+NiyZZv3?Rc3*((fMHdHfm1q z@Zc+4+2Qi|hKap`Rr6z}UXjD(ZBmN1(@Ym6L}h+H?!*&3^7qgT zg4M#MscQb817{1~SnT63Nmg3YZBT78C)6r!bFAW9X&>a14C+u9FTx{C@R5#T-9x@| z-$czn1Xq@${ZhH^;x4+SL4@nsY}UT{(yjgI$lQ3ap#ci|7L-m8!HX?_6w`#-U7m^b z|5H$^h3-8lTHUu*U_k2Tn&_6ipC8nhMvWDJ$L3a}|LF(z&E-zW*G0kl7|uo|&(ESE zganTrpJJ0Dge5adt}^!*j5NTt5VI$Czf{33uKOrfApVAyL^gUkIo*GL6W5fQzleG` zR?xyH99yR}-&6eKA|d#1USqk7rpTM9CT?gM-w6-Y=6isdXh}(rStiP%-|E*jlk@}e zGeI|x`5iA2U^6)y&@H^Sj&nuvn)(8pEl{vN?Kbd_(QrVq%UoUuqR)bpE(a5%as}qc z=GF~{7vG9D{IO8_DpS-tL*K3ZBU0}v=dKHg0AY(WmC(T3CXN&Fmob=PuU%N!cdixI|e zV%jUB2VE-dIlq^q_L9hkkmMIJql~%H(08^( zCl6J(f6ugud!2-8!ENwn@$lU^GbIb>q;(NcCnj<#)Ssxt6?vppiYK*%PJKLJwHpPG zeLw%N&>S#xUwS~C2lxYIV+aO=0r*#GnstQHYjD@Zwnb~c3=n=nSxt9}fBu8h{ylI9 z&w(9_i)oo3@CB2QbitVL1BuAG08$va$((7W$<887EZ%+tHE(10KZZDA*v2Pk1RE!E zS=49ji9Sb=ITC8L80;tCQ7wFbx-wAYPS%OslwDNYF6aN zosmq>-Z+nXyW=aw$PO<@R8uxZrejk2&$3{=0%q=iibxv0gk6CEdVp8r!Tu(=IOl?IN?AQ3yf`41v$J7`uow5b|HayXeKlxDsrRcP+0u+rOZoJ*4+x za!u9+sNnLJeV+#7fEahl;Z(Y5<_q9CbR_(3S|*$B!zUHY4>Y3>AfihvTi`F!M;0${ z`_7AFahe@sdTI_8Kk9v8kV!Nup%qWSSzJ=>1tOk^TwX{(;>dkVKnLv6V4fhrGv^yKzVZCg2Kv&_b8u2Kc|ToGboRE# zblW*qFKTZ)JCcq^>NgjJJ%VH>AcflFoisDzZL*61*;uWDn^#p=k1jC5;|Zt1QM;rL z;Kxhd0_Q4+gTFtUx%h+1k0K%>Mh)zFC2V}t@7dB7D3vftCXs3ASt1AfO1dVSd*Q(0 zeEM2@W7#4QC_#g%&Uf`BNXz=m@9u=R` z=Vu8gqGWo#Bo+)6*H5-jV!z1$%SMDY82IZg8BrA2#R=Ay>enqd*lqI4!pVSVGKB&5 z99$A%%KlQ^)9TeT-ov@4H0CuTy}ht9BRP>eX$Q#%pSX7wBi@*RVRV8&hU zvdZB@BD=Odd&>Mvc1-EMh%xPTa128zq)?VOEP>j4Ykge;CK{p0koI`9carUXX69q! zs)$E?L=rB~52I?bU~*Uw+9W6{F+>*}vO6g>^e;A2}7?|RZBG0M|KG?H7466Ja4fl8!fqkZ&{J$&t zZg*dR3rR!fseld$ECL`e0ks@H%F1eg!u!%up@LY#9p${}sU6aDN|@EQXC(tdJoDl) zHpl%vjnBDvg<6dr(QK^Yv2{lLIi1x3vrabby}zg9vwxXg6Oe%XRVjqWI|(7TgKyYn z)7w%*QJCx8IaXBqvfMhVXpNv&ahe|X;(^G>eRP}e@7_0fNoU}OR>OO%q#W^xF#DPL z2%1Ri!oHfsgL|MtqHemVIJ5qH^oRjdH9a+iZ?a>K%no9hC?%$5tl&M3KHybOUvi}6 z&c>xJQei{9KJ=6rg8qqd_1JmJP!VErJh&21hx&ETFPHqlu?y+so|^?eIaH0c!wA|g zwkxPKvA?2_3#RNupq;#rO8BIX021M?%3aZcS-{16Iov7v!uA_ed$Rq1d0_6}fq5`T za|?jQM2$FW(S0;D$j+R`N)8tlWk?R1s%|z(fZ1H&bDfQOdBlRw#KV$)hSu06QsW?~ zxcaac8;SJHeF(+xtsO=0{ydZgff7P%vhJZD!2+4pm9!CnQJcNuralu^_XT_Ix0cdx znKU2Nd2a;SnY}+jm+Hs#JsF7{pl2p2m!!mSMpD$EENt=#`Wz=@NO8ymSBa0VvI)81 zfa?BXHFj>NVRnV>6e8!qQ) zV2^O0wS*V4ND%a#mW$DgI0mIt5L=|brH~?~w9-plRDY1-b2WmT6s)iEx?*~QBe&;$ z*gE3aE#QxhJzX8Vtg`u+H|h3m_X8E=h{{^dO-|38P#q0HP1{R8?EhI|p+w=O(xshu zbGgWm^|%iUZhJHJNuoJVB|o-iK+?v&VYg<7E0D}F@g)9;r`zmx-@RbBe0t?(2?8rj zcsM;{nBG?fs+e4HRbv&QYNy(`E!)bXA4G#>70Dg>Yc62ORNy`gNo0VAUt@wlA?dQO z;Y6PHFCJovkmUZzB)v{hK#YKVqOi`A`cQ}GFWxJ)lUvj*y=Z=5RbFdbfXZ%VUW*9=CX9@FuGZ)3g>7Ufy|MvH*@V?n@KI>Hk&CzHzzLf$&t57x^&ClG?~EV$x#ZHT^2{rjOV@s1HAZ z*mFRWbI*|87uIxbi|NQfJ5<_2ag7NNHv#bDV7PH9Jc;&)wHeV4adC0rkJv3qdqvqt z35MMf&1~ZHg;NyNR9MksbqKkZln?`qE=+cwa9;3y*tUz&CJZ~FI9!SpMLOm>&B??aLiSO zcxaEbV#5;tjpQ^DaT^5TUwbV0PRFsguvFZIzPzY29j$TT8Bcc=n z(eN=9t~AlX(PZR-C?eG}82juj+PY!wIC>@LcHJ++N#jOy^I=T*72@zrO-W1tS@)+s zE%A;d@QA;EZ3Ec^%Lk)(%sY9~VB~rXYMZOAZl4fa>XdFXbWPNpF8#}Ty~;JvBKpSZ z&xT<1j4@@9oc$^qshq_VQ=av}gkZd+r72kk1b?6kf$Uw??O2M7HOb%Kw2{~EBfoL)-n}i3fEl(2it|_Y_V?FTKibiL_tK;3 z&E-?`od@Z#;0XxadXDg`ToU2|= z3|5W8wc7Cw=NlV<(k%gjy2X3Wz&iSt9=0dD*O+%EuFDwH;!ma`v9FDtJyoGK-92rX zC&t-w6My9wgKNo)!98iL&Ou4amZYsy(Dj0Q9~BYNsAuN`L`UDH{>|+GUzETT3S@Fg z3++}n1=D_)7G(tZWnkUP>v!@O)jX3N<(KDqvUPl2oS>TZ*RK65^C2-d!Ij`en-G>l z#8&AG<4~Ij7aqb9@dD>OJhUseS~=r>X$22tw)Q~rC^ItL{<@mS7f)o1vMQZpA9@gx zG^T=R@if6q14Cs^85>~1D8V^`3H&}iUR?xP5vj^1)AIM# zLNO?e9^QCw1(x7FpY?XeV2Q617mb}(oZsY=8GyMWaciCOQo*$bhqYU+>`h{0Jy&3; z#r&d;f|SL_DdwJ(L9PbP^Z=bgb~df_5&#*NHi1w)u10y_E2gy{X2zg8+fqlQq8POa zSjMo{ez2Q|DnnkB8lJMP?RfAj=B=n<68VNseif}5J-0J(GT}h-li79IJMV5f!#6@D~C5Z2^G91E_5 zKzO^MLJVZY*}{&_Zl*mRhE@a6%B>v*sfaG#X-jN&zh~l$PkL$1n6t<*PfAVe`J(qx z3=fuN?}eBb)HXIY(wG+y7Dw|!px+J8K`ar@cR-&?ENJAX&!$FeU*^pg%?+s$&c0-qdV4QHjsp*G9K}2O17Jomi zklmz&z5gu*F)#ssBpQXZtyn1DX7C>Gw7#I;TLk9v?Klgp*L?5gRQQ?K)z_z#Z#=%( zZWy}G-lEV=zB7Lg)-<1JVR2o$*8 zfyNqYjF56rn5EDPuWf5_#L3=6;?9_$Bzl9Lfw();j(wMAI<0h=Y-M*`{}p${;;N2# z!g6E=goVk%B2iHgB^$#>6@({AJW*&(l%TSw5men^U5?VRCNHM{4s4!_ULn(%-WB(Ldz?-cXnBua0>| z^xl~d35O&Y;5-kci>h``B0v!3+Rpw!asOI+mDpOXk4RzGQNOwI&naxKsgnN60wnev zG=XEmmy`r5k1ydrD(>n$WC^c%BPVn~?Zz=EE|yk>NLMt*#~Q&%Ly_ikC(&jPrOuimr`3Cg;U4sc$hM-5lxD7 z7G7R_o&;~#WdMpG@i?p}f-gA$P1)!B=P@yu@#qIvI*}3C)bu7Jb&9fiCMNm5W2wC6D)E-_=6rx+Ud3Ul zg=)O9@mS?OoZ01cvmZuyv3|>z{pgB*huEe1qwOVxEkvDOg13SL`9(kU(R+(hq)hO_ zdf6m|4@bg0EZsB^WXe{ zk0t3tSS%B0{S=W9&{n83N9i)!WeedO(cr3ImDHLWKJ-R}K`s}+mbCQ0tLMz3XAjoe;j;r_Rq;rH+#(g|bwumv_HG@t=uE-_nce=K+r|BRdNg3!`i_4V~w zY>iwV5Gbo3nPpC|$617bslz8_oC<=A3i*fnFl+bXlQoTLyz+~J)Eh&e0-*$>ft z3bDmbPk8(`GM%wpSQUut!ZYzLj&au^esO(p%OM(XLJB#vLiR_xGsOgQJIdVcvGS+H zu%a;b*MpK2ReblOY#=i{RRaQ(jF7*$ArXxkmqwbWDi+!Vr3Ka;KVo|DfrGS^Dc)vAcwM9<2CYN7jYZcgJ;0s>KVg+)g@(fFun z#Jjp8zYM$cV%<@%I~7}wMbGZ~4S`KX`4wqM*_G|51PYSm(eYN-8-WCvB! z-OgT?Dbk>92|#PkoZ}1In;Zo#MhSSdi5U?O4<{etWiE2!6(9wrT~cE*>Nj30l{o#v zko|L4_VPNBxdMr)-n1mPO}q(rC=a4o&3i)kCSFI_irtQ0y)fF&^*?0^AICx%%zqmu zN*qDasGOV@wA3YZ6Wv?oD4kcAo)Me8orQu77VbauVIqiZz@0I{d$gGur}hv81JdAu z8)Xve!^qOM2!p%_LeStwy{iELP{XJpn(Po==dewc z_h^}d(uviOHuyn%`#Y$$mt<5F6cm)dfH;EA9pE3(1hXNMYgnj?2f3p7X6dItRw<+~ zY_5#qd%W=*pkNxenfosb()|Bs8LyL>h&6LCg9})rHDzxW#A)Dk3_qcL~+5O%W5y4lbpvBs8NT>-Tdp6pp4>pZHkSgY6jM|X_f#1x{i6YYmNo9JTp zZk`%Fs4n$YJNsrIZn+e4KlhHNYp0J`2b1EoA`m~rX-ZnHN*)FfU+|&aT&1S1AQN8r zuE<^h+hjfany>vZh63htj0@8CnF(!`3?Oj{69gKG18dmbpj<^q*v{X2R;?{^p`#E5 z`#JGpV-i@xyJZZAGiOaOfU;TpM#Ojol7;Gw;o`E-J5ftk5f!gHI!>a?ek`X!`XRVd zqWXd>-xm?1;-|jS!YwqekXHO^TNG|c5Wd)fkdsErgTQ@rAO07-)d3OLzS$gSDSC9N zIFw;OcQN(2=tnlu5>k>WmGa>QCK9+@jO@|u{ZbWzm|Rp~8Bk3Jv9UQ~O~q8N2XfXT}G6IH8OLC`SI3S><}1aIK7 zv`h%5n4U0dSH1$bO3BRG3{>?0I6-0q0!_#8!e<35?3xXLZN6@4X&xAt9+c;szk3I| z2Mv59VOZ~uFsF+A6!t+R>^9Eh{pmOsLEeRZe`w@TtO zo+Y*mtOfv;@mkK{Nk@6bI=hqf?Z^9YK8DD?VtJk8kmoqk#XD6T(h{J`o9^sQWQ`mO zPML^QQe+2-?j*IL?x~aZdgOJ-Qo^Z=V|SMl419Zy7s zpZoK?>pAi&)kv_IfE{cK9^vs3^E_WqYVlvTWjzk%md(sEKZhdE>r0nVMx) z_QO!CO-N}^z*m7(D7_q2Ap0VMkynEI^uNQ$Zf|MepOTe`7khqHp|`t$yg!z6yo<-9 z(2l^2B^}7kY35AY94*~MsnNJn3Xl|FUQLBoZ_miw6GMPnuz2)RzUYON{6j5sr9x=m zfCn9*n*dMG82x>cR2e(kDFe*DA99Fn14LhvFO||MvAHhqQ5||YNIZ8f( zF}gNsW#dasTpnGHT^7yd3qT;=7Ko6yZ1BQlttRmisxU?@H8=C3vI)Y2C>4vr z`ZTYJaQOX#W|rD>(Y0d#!$z89Y4Mvqcjr!DC1TFl{<1_Bg(uxPu}s=ZETy>ZvV4f* zTN2waidaAzdOiskl=9`q#kI-n0zTtdT7m6~W?hmI&&t)jG)(bRkD`|rizd|RHQbS# z4eblt{|lSyqG6RWo9IZKM5Wr!wSr$-vB9^D*M|AZcfc40u><*Dar53sd@D3b^3n?G zj5r?Bf-hG^H~c29x5-!KS1eW2F{@8wr6AYd2_!$Hje!!typ{Eh2Advc z8O_H4_*Au5jz-n6J5lY-Cw+o#yO}tZt{r6z-+^NZ5&;$=G2be?oXCf(qLeN>d9Nhd zgT(~v%Qplo=sX_Az9v}6TZH-pIJ|Z-)v#<`C_EF{?%A^J1VV8jY zZ4VdMNBcqRXu;!+>SCBa!j!%bk_YoitKopjtNK{-#71(k_f<$ut!Q`a3;{XLd zB8+#_Jc0ov3C_(Pj)4G2D-Pgix{2xLcR#m%D166nN{m#nH%bu0iyR&!eb@+a;=uA4 zuGX#qU$mpV=|!2#sZ<-8Csx4Af>hNq`Ikp zOEon4bSlW5?1tPhNfCjp1*%k1zxfm0YtT6q78iuq$4utMeo5|Zpd6XD2~dLU+{fRJ?Q$@I$LMC0IW z*|oU)KTe9loD{R{>}?McpSg-OICI7fV5bet7HMAmJid*1ufbh?jlNf&RfX&c(@$Y{ ztf19nea6lkuAVHlzD_bA26XJ>f~w*Kznv1 zXJl{Fklr7Z0zvW?0;*@&g~w zITyiiXzoGEk!x^-T-XjKKw>QqH5wooR3CY8e17V$X+FE=RVlLZVRvTKl@959F3=Zd zRDkQSt9Bk558v9?_t-&kc>p@A-Pq=oGagQW9=yVXAs0G=@Fc*wzBTYs=imPen);Y=V~#8R39TTQn%E$&N>5j;WOfI5 zs+a*0?JhshTKIW2E&t^#>0_|TAd>@vE0puk6;_@MRa%pP1NwMta19_5QZo)_>PC_E z$6(}!t~@k@Lw)Ti{c)HC>?Z!q=P{wFZ;$2gqeJ4|VbrwH$ym8|6!)s((6CLilZitnIDVkJVt+cCnuY3zO}UsP?tG1l0wKC(NDH4Wau1x{|g>kSapnx zA`qxreT;_TS#^6yhr$*3|7QrFF~>a^(}nWER>32hxqGeYPNWv^E2Udx6i?6ktG^c7 ziX=j$}v@ z#;IiAnLmf7$NAH~Q}S|Z>lgWp{MF7Wh?N=TPv8m7k}_Jm3-cImeL7?xxgBFDF%P8# z7jsyNfrKh4IT>QkE$)l}%DimiasyZ#XaVN9C1!9T=+cHIVDv<6vYy8(FP{HQxy4TL zO=mXuWXZ=LM1Fx4suN3-dA_#0y(fKXywz~$#Mv7SX;&=mvujv~V8_F!H~j+vyXZdU zFuHR>S-=&_qZ5iz;zIYrVmUl8;~t-~b3Obyjs&qIpm;17itbl(Ru(iys+-4NH;B#n8 zEg*RO84xItduhvhnpG$@_q)2f?y+wMY2xgE6C{JXgXISatC1b`duetpRk{_XzeZrx zTwjl$4BKm!%=cW!xmNt4b2x9XCYwhSLSmFYp5Dh84vsHt!YN-G!;>|p&Xx+L>ZQ84 zuhL|Vv@R(XLqf8cdiT!!sVM&L^ouT?QGuPtQEjmSx^d+rr#ObDB zDMlHju6hV%Cm8~#UBW|X#&65BWY!3JDv7c{)szq);xvPL#t z(><%Jg=0@FHe}{Kf`fd5_fppb*zqPMy`SEYgp7n`uu#b#jl&7*R*n&RZAgjXs0|X4 z7K6`lf7%V3aHXxbryEa6c<1cMkP`2$dZhaM5nr+!r(I;xKb0N2)qqnYmzQ9ILDE~_ z3SB^I`!7Pay5f#<(;!Rr(Q%*2H~0i`p(51|jd2{!9Ld;$vJIoGQ{N#M>V3+8K=q@| zf?7{(DsRj06{)jn?+i7)9VkG!)m*~9fT|cr(7T2D)|-wQZY@-x6Tx4wq4o!96&~h_ znl}1tWo*K(Y`H!}40c4p@Un(GEZqdu6v(J_`Y=_{8|}veiru6Sjw#lV(L^U_G(hcu zzYYTy$vA`h7s^jrzCHJ+PSS1>+r$uSeSI3~>5AkK|16z8UKpN$z(N~r?dS+E2~V=z zltq`_igQN@y;X>(f3fv&z7vc40fP#e?+_1Vmh%+M#fs)>`_pSmLpLAGwFHmuc_!>m zTYk;v05%h}CU{UrcdX!?q?xXJ&P~Nb3&!PaZ{$56xh=cYp1!ic4qb8!m}COKd(jZV?DWuzs#sohaYtTEja~&U%LMU&GUAFF<}r~R{+7X|@9X1+~KW=g^c!I8Bl#SXr$M=-X6*Z}i5 z$41N3?QTT^68h|rl6O{vj?84=oSrG5eSukw7DEL@j?bvW%u{f>75N#2BA$+AEN9+9 z86uA=njpBpD@4j=^b3NOyPlm$dZxolm!FtIjib~U`7mwsp!3{uM*<&)IV$4TX$+(9 zA)X>tycJVKt~pQed57g94TnSW^MZzI$cnN$7J%ob0V7H@9rR_4bMnfQ9E(XE<^q%~ z;bS_a>W_CCj&hpB4p_si(UsP1+f;r`(5GpjPYX1twG>?(ZZ#XIJoizh5wk7tAA8>3 z?Qk5RXd_qXxqsizxIR=3tPHL5nfMcYk=c-T2Dyn|^>FMtaJklvk_`@|A(VWCR#5j| zBO4-+hOP{dO3}2F1)e}}5?s=8|2~wS2%(^u?J?t>ppFWEd4A?ZF3x!eI3Yb99r_!F zOI3&eU)zM9Dipq&I+P#X&0ZuhP`!BpeEPg^*E|z;J?1SGy#w+_@d(9C;&8C( zy>Ej)fzOf4;#m$uFmvyl_HfFNzNYC86cZ5A=hmgTAtBkNZvj@olGq8}^ z#XknA%xo>bgnv>km48U2B-}J`O6N*}Ma%~45JQOo$ebv62_(xPmaL|+k3JK0Z(|PK zLRl3ARCM3qwZGy?HUViOeYL(1XQTIzyN(Lr^7ZC+_A3T^YO`>7R|-pyDRAs9*ibl+ z0I`%`x!%kxynL|#*^%j)Fa!4Tj9fcb_y0ZyTuM5MZ1S`Rkw0+JC2GSeC91~9oyn=s zMj+vSnB&GqRv8B~Z|hLg!gi8D2s_Tl3c*eA+uu;r=3u<{QNOR!LOg{B0IGa0JPG{X zDg|yo-{6LULi~Op&ufV1B5!wCG9nUtauz-T?CV2Ab-9?5wLt1euYXjmKTj94lMz3H zgrR#lW+{{L+ha*jUAmOT!4#uoX-LVIWR9`+yLmUhJGIDJ7^gLy4@vFGvxN!-<((qyEAINZ~S@0a?rA9Lu|kTy)2oy_gvar|_*Z z0^#kAgWoMtWETydb}2swzlfNP3OV~mbC`s}z}W3`xm3h#iVqiS@E6qbEzu2J7(9#e zQhXQIAkrWiOw0Ya^Vp3-0TE|GD3k0hc)1{JNZ--o2=*yF0z*r9QhKIBLN*yQ93bX` z0}Lb?ccW^^FA&IrWg{M2EsimdZdua8fyfddVZyg>ztFB6lMEkb9QsM^*$30GpjnzB z3WKa*v6Ndy1@BKQYVXe_*)&KMG5Ks_$Qv$7@k02?vnvNaBpuWi+ z(2H}&PY@wC+310ZBd(UQKP=#m9uWy5y-r98dylVyTR>5@*!Xj4f8sC`K2<(1HA4ATgG7|~oy96CAFH=jX5*+2T90WR;#!}2^YzEpz@5%zZ}y27Ur7ux(e zWb?6TFZ%Dk%IRF3E06o-Hq0UthKe;z89-Zulkr($XK`ZD1Ve^lUejqVj^MK%NJ-Fn zUtGZlEui3`3X5~@X*W9eI&kEgoAwS=TnH!?D4J01zFTrDW0|e}L^@BGtl)@^8{MtS z7My4*Q>0_dw{vwV1lkG9QS`1(pZ$qGs;m9CV$3h#(29Kn?Y=p9gBZE-*zigBg^)F` z;z)nuT~L^Jitjp>Vu^^yIrg19Jq8uBi8?KG6;W>?kBqWb-o09$$IL0lXXB;KZ4d5T zUYou~&e0Dc4>_Cl^;Up6MfExaw+)?6T;X-UjU6sbAAs1(ta<}GNZ(Ax_7G29NJ*TT zbBP094R2ADD2>014(TmyL}6<1@&cXe-kIM@K^K_)J?KrMq65vfN;$qiVcA<{hkr+z z&p82b?^9+t%BQD!@^bE8fAU04BNuad&{NwOPctecrhY?sZ%zqS2R!wkFyu^V{j9Eyk$8f@?Rj*k=X`OKy__NjIYoMh;f0Y~n@kxvHC|dx2vkIMr_V)a z0v8c2u$YO-cvJ}RWU$|xtC*(BXwS+Amf!i;?2LCCwDjB3bod2v5W~B}dJA~shu|;L za1}KeLH^(lvh<>ZmRbrFCA^}*n?=;4@6)t|xv>Ib3Us#;ccFI!8&o}41(X4OHn zbJG9;YB;?Vtyezp1|=sc1Q#F7?_(1~Mgx1xaXWtlZ-CNtPy?HHPei{nhW{Zv$#}i_ z@6^uH7DLFs=bbudL_HUFXP|tM>{E+sh9y6Xt&WTaDV+Y^WeG$56}xLH;-+_~E-L9H z=aY3(aNQQmUYg~`PFU0&`$*_+H&kXpzL8iCE+_QT1!YpB?$QM?Q{FTvLxOQEn(ZtM zAH?yS3tE|Ve8!%4KwE!{$WXSSf5K7$8Q|x=pnm6SRLLqhvLdTdxZiZ@*;RC&&CsH7 z0OH4EHq2A8qB0AA@<$tU`1(f3uA%`udlADQCT$USOR6z%hc&-QURDkw4nfFDALZ4U z#m$MC%$m6CVdRLgI}vgvlmgfl<)R&~4nHQGH#e&@g8FBO_<_i4Ag1WE+y?|^inpcY zZJ}?QkaEL-O;z?rvc@$nyx9rZYV5%spN5F>m9v1?Px5V!k zsb!*mB6@Vnc@=96jmCyyieM+~fq4*XL6@$+G*@CI*sqEYoE!-_nXIB8i>=jQBn;eu zu8_xo1_yTlOmO;bng}A*e-eK0K)44IsC!H(BFW=_{OcTRkIC;l6PYEIvKNyWTh3w#%$Bd}0yQ2g7P|%kly2!SM zmw+VQ-k>v^_B4a&zJ*KiZ%;tF18Xy)sOg@<#5NCMX)o+Oj664>N%zEBvdq9!&x zeQJa%ixc;A+na{4v4h-HR7O`cr2YPATjCq64`KEZQdI8^58NR&JM~kcEA#08g#99iEjm$#3UpIiDDFR1t;StLtftnLaB=K~5cuN_ zgV7LH4;l`QjI`NBqvHy48?O1<>OZGw7z;3i zv7`Aq(JItQV zXxLjcn{9Di!D(@U;9)Cifu|Z*APfG)5U0^`)>feZZXB2tN8}r<6ahmx@Hh)TnnMl95RGA4M&t@fo>l^MYDl7vl zKa39cOK=@M0>(m&gXN?`t*Lz2)n%;-@m#``coxG;U{Qg7=nhOi%&ubEyxBknT7yl= z+EFpxcl_l@;00xCCh>f$2oubZACUfj@@Z9}hInbk4gzTX(lJ6uBa5qj@^Az9^2Vh7SfN_fkS+gD5!@(;rn z<0>>+{u=10`<89iyb+U*9(Noa$F#$h5eQM5;JbOo|C|nf2R6rABe#)Hy*160B7%fh z#|w>a58pnO45k`=2r&XBJalvHeacwy+u4BgQ^SdtTSWT-KpGnLoH~5V8P2w}adP(Y zaVAoZ>`x2l3^m401DLbBRY(bjESJHH=(sqi3T2+XrQ$GdRevWVFPe@AiV3s-x={s4Sw_dnPf|J>h(em1_#eLNJzNEv zw_pkL6$J6doC!v>oxIgi|5fCws6A0^-#R$J`bsn$$D(zKca ztPWL+`g!pOOk;3tK^FPKV)jJCd#hn_(|I|Sh7XdhLhid_h1vAt!_Q7F%2RN%kzsch z)tOn4RRDf7)&>&OJgY*fxv1(LQWZhEtJQli%d(x^>zxA8iM3L~P`a86cNt3Mj!@ov z?yZUGY`WGj`k$acBr5JVo-{B(G2@l)QY2W6lBr^dim{CrVn1)U`>Gm=Dxf$6)m?CyYt@;% z4c3@+7;XooYXbWY5m>dK7!1B)M@b9u6zAiQ+6t~WAIs~$*BnMnQx*9nC*7^YKlf$0 z@Suh&ZpYd!u@9ak_SP7V&wIUrL4bD!Tc*VjH*nPIKNrJ1V9=X}To+j2!9rZ}!Wv9e z$^~mY{z84Kq)V>`1!JPgcfL6F@srJ#P0n1hu8o4@0rxjn=fxxg$O-$mYN>1^Jeca( znhC`93(t^B0USoCC(_gbVXTrRI_78mYX$x0Uc(vym#fTTJb@y`CDOs#Wm}L zc6;c4bc*8)MqI0*Nj--cWRD#0TVjR&j0^B(u&&twV)sWR4BN{|RQu56kP|bot)?FI zTzBpvGRilK4qc>rvbetiwzpcqbNHZ^qE5v7GN%pt{Gy=4i7Z_y)Qv(#xqhtve*hj{ z2iG_9fffi~b^!F|FlQaKKjC2%qfi- z8SrM%%pL#O&q2m;8iy0KgRvmajCURDk98bo2w_>qdQmQ1X)Jcoc8EB$0JR`#n{JCV zA45{+q@Y2lIMgoUP_^Q^QY`Aj`k*H$gV;(G?PtJIyKT!(O`zfc zwVP`w9o$~*x3bRFHGr)uF7W#keu`yjjLjA)3OFl(yrsDxVfBDpmJYi&v5ic)xcDap zuD@{iFoLRUOxb>oQOc+106adCpY_*s=5|^ijw*NuO4WG(AE>9|g}z5t zav!#pUs*ef(U3DY=&8K-`p_#n(${O#Ylh|Z@9U)*AcHFv02up+;ffbW@%J_&tlHxAaG zAA>9F*CBjQ;pt#G#|iO$W(mSMEubJxyig8_wJC9c;l(7au%7_&(`eJ#I4PhS?HzS6 zrh{O>?wVfd+GkWt=LsrxLQZ}B0cG(;?$zULE5NB>j5EskqJRVLq&rEV+t@?f0cObr zC2$twfC+{?xN_O+WE1Qr54ZdSCD&*WZZRN;jtVdj1~(SG>_*tF#y##&a{@HMvP8`` zeU>j$FbcR%XUZULdVe#iR+uJ7lFfz zNIP;=x_S!%tr76Lm3ySdzjec3cXA`BgLJ?cQ-aC8pd$m z9~KlZF3*RDr}l*zy0>V+DbVOo&M4=$kj`)}mRARY6VQqSCig=4`?JU}EYJ2D1{(fP zH@Cgqab|=+1M2t8f`7Hv{p%|53R8}7cPl|Dh0!lF)_z8)5$u&X2e!mcG=k=1vMNTx_5!}Z_+JXAkdCC0v*yD zF7K)(v5B0_*f2*TEBe^I*;Nz~&a!GeR-th-M=c6M@-0YqLqphX+;1<(lr8`}Rldfc zldUtGOJ7Af+sQAtLTRZBccb7*sZfpCB7g~#i)sh9^am5x$+HRuC?0=PfY}ctK|236 zqYVm!y%6Y|!_JLoTrdjC2;ay~9#F(8eefU@s;&W;KmbP$5oVDDoz3A7w=AF=KOuP4(Fyc%mw3IQ|8XTHndw6T zyI9Q1boD<4Tr9LuVoL8SsbJJwUH}$0!_{=l94u5r)rY(cv-#P~x|;c!NQsd*d=EAV zH3Zp|1N>>FeBZ0-Vd-s6Hy|CitgYj}@4KoYC5sh|j4#39fx_Jw{^%l`BI-L%HFC5H z{OratVXfe#i1)I}HFX>Y}?X zk_yAVd7|_{Hw{W5fY^h1s4^^h+V`7s6V z3Jk-(R}L8!X8}N%mYI^;1d$snjJ14s9zFCRw{Tp8O@Y5;g}R|F3tj1%cG4Z`gF`gL!W{Yd{k`x9%`)tOSo z1*-L4$D<%1lupCkqG!}p(tKn%bg@FmgFGINpBa_E<2e>(k^9({HgyM6WFyJNEu8wUFg%E)Hj93bZbV@W6Ki zox7S|_lG-`hocXxO==h4oC|><5`)6v5{KcT#*5$!mFtpLMwCTBrIW3|b2Vd{&L%6p zs)8&h4`DL^OkBT?&Az*UQMkScHYX1|<@D)Vq~%y^Z;j0(ok@BYNiEz3s|*kYT@qha zB9+WPX6_R^hV(KCP2@@7=$$AEO%>xmearjl8cfXqQ^A@QFq#+5!RWBkIwv%uzCpE& zVg4@6MMe&(Z`3pdEw2OL%7RQ(awj6vcLy|fH-~}r$VRvQ?%w;pwdrQU6lyeG6Xn%) z=}qMGOt4wObMfaUgGLupuBhWNku#y2<*NaQg{Y-U!mLr|W)|DA#SU&X0-$pSdp9MC zp3uI#SSjLlWiqDY!Grm9{~S7tC$dx*sZ;+=tSuIf;K0H?4lqv4uQ|U^R;5kf%Zzrx zK{A*9#y9mI9hfn7&vTbg%*tC+68lb&vu@l@&tro|ZXWc!){%7GSS` zw5TjN59EachX*B$&NC~B&uD)#17V$2{rc(RY{NpZ7|9)@(w?Gs2&aY^ZZ|B(sm4N~ zDYdmmiFZc~bol;wkP&>wUqkQ-+ds76JJDOQ5`Ye)cxP*Aa+lT%0S%2ER{=i$Vt(#$ zHT(wx88{&!-=*RB$ykoc(swt00kfEe+)N>trDr0TK@~6BHc+Ot=|=upKmxm6a|7!d z!Ck()ofXVjo6`n61^-7W;<8#TwjRN0o1JYfmKPe09wC}YFy(o-XFA`rSRq%#8rLo_ z^sqiIHD8XTbu^v)D#ib*uJm3fhEM9`?%Ze((V%--Xi_iT+L(jYXB1{lm{$cLOq7sD zcoOKcgxA7_XDYLTEQAkf)88_ECB4qngJcTT1_G#w;#hx=*fxC?;%zA{RTEpp!ntEek=8XmSMQCas&G8wcQB zh~<=ilz`YRE1>b&k!_s}%PM9X;9?QI3J*}MHDqjg7-f@!6mG2v&~PYTX)I!OaC$4V zB&vW*4!0(jwJ8jV(QyL{7c+f=EkWDB=x(r%t!qsi2k}`Ru^(JqL?Cjv^H7@hFih&% z{YR)x(5dhWjMGR_l@kCtWgwryuxl<-^QUBbIS*J6^bS}dPcsp2Phs7b5}^@ z=lL%>Z*Dh7g&}@iDxDnQo~a}lWPXIh&13+67~R4udX`69Vj#eqFsU=Y9AU;n5^03o zAcn9X_D0U<4FOtHEUu}1U2w#gU{u^FwYSb*Vx zh0{#*iTl$KK)@j?s(%q+neQDP@b&tYs4VpG~9!Nsr+-2k4$i6eL+TT*U}iwm!c z=4%Fdew)InlJ&y>N7kEwRb8k5-^aDgnF=hIEEhcJkf`aIa)&ZB4w6n7skmT*n4-C5 zYOG^cxa4vq@EA(dppF_*8n_@}iXw7^(!^W<6_v~aaRUY6|9XFq^E}V|pWoH>yP8xy z=eyjW`+nc=C3LGN5-2vrUCxqF#0?D$tY8f7)s7uKDhzB&3I`(kVOcCd%Fdq72OA+- z2|6N|EXjA!8?&R*$Bxb1gLRFh7ZUpK-C+Dn77$bIAA4>EUQSJ3UKAbdEMoD$=;%hf ziWb5|kCajT0kiNfo>~6K2=?X5MaS(!6idv}d4DVEtUr%)BrRwP8SKS&GWY_TH%$q% za~CJdL0v((Ay{udXEIFSSaUo6i1cc9Oz}2`GcB6-has z6dx!8_VMhkQ7EJuVxXM*t9@YT7i`IaD8R4M1k`MXvGx|s_zr16Y6eGwS5+@5f^RBg zCzr5S65wqBjEcxs(|6k(&jTCyL-4nD?@U`ec+WxV`uhoLwt)n zD$F(c0+_BC);T4pO83l`mD@zD4QLP_28K1g$-Yev2Mlick1TfDQkNJLThnA+#BgGV znLmd)2yKn@(^GL+%nt2NBxanCpx&E(F8^vIL z#Kv2Hw{$q%#@}=zPJ+ZOriHv=AR7pu)1$N`I=W#^W9^!l#+sO_tn$B3BG4XgS`Fn1 zaFA**%P1k2qI%$Kw^ROt9R=z>$3T>>^g}oM{FZ09 z4?fH`92=fTDMC3)FV?z(4vG6gq9Ecqg1O;se$Qke(SpQVhJ>fdO@Vc95K2Qxy9A2dNKlH>)(N>`|q< z8Sa1-s|wpnrWHsk99$T@?&_834v6|jm|?vIOd(!?$U6q>j?c>`cWNP6jI4P4fdrlB|d9l9KteP9t87!SsZuE0or zrxaCC82ugsMlC>!}k^TdIR6Aqa!&zF9q+U=?^UwlJct7OhHu_UUGNgT) zf{fYY#M4F~EocS)CWF(0LL?)co(B#b;A=mhx6YoLF4lwOmp-9oHRz~fu=ipEh7%S| z7hUz9^QpWhDhm)(wQ30(7}c5;<&RQ+9-H)$0N2+l^yK`4JigIo5%@QO*J|H0{Cyn3KuyuELfL zv%3_@pN3jOjN?`(#B}6SI_HSY>(@3|O`wn}rhULMe(bKf!f#o(ySYJ9{T=`ZtIbDA z@qpy{{`LEuXA`%74PG=|8}j)Xl#xxN{#(O`3>`X82eU2{X>W&UM=>~o1R;SZXamf3 zVO%-9XCOM|1Fj{}TO(=7X}FQoaND~PsDR;$`8F;tyXnPB?)BM>&+)bO4TFdwr^Fx% zU}TfI&%fbWxte8*Dt(#pJ03T&9oI3=Wrd38-cDHtfa<2b#{l{^jWXlw%E=UHL@0#h z4^QZORQL;cwOc#T4q9fEsfK3Z8jlnwqD(7eseBAiX9MFa=N~*4gQGkDH z=usS-3`-n6WcxH1wO~4BM+S#`2WAQZ#~(&}w>6RaXqf(*jyVdhe!T-_3SW>;4C)m= z`jK8MkCj&+^Y`5HjHiA3N_Hu9y)>VwGrB{{`uT7(n{zQm%QX1iL6+d6T>~gJ>mtif}2BRXHiMQB&5S<85S4kEs$H${>Y z;)WJ`2JB9OZ1SGkV!}eBdNEaDNT;X3vdKZ?|D=>mUNCjJ3M9tO;i)k@rusj#2n5;@XbxBqt^ zNE}b&Fwf*YNYftG0E)bYbq|YE!+y9nhnpOEukoVu3q8!vep8EpOnj8Y=`hIX&Ip{K zB}c|WXEzAa>THo8(Tgye;Fn7Op&Vx@WTX(kcI*0e%yd}P^0I>pfPF0tjzqD@tmzj9 z=VDFYehUh%99Q6E4t58O3Vb{Y603uV121m*H2|g~{Esud<}gL$9-jcUgn+BKOz%!> zB>bzdtsd|s=+c&WAU9?YWxCa6H{MN)ffGUhZCEaa@B(m%N$4Yrxs7*&`LzcQ2_ZlB z1Cc^ofKbOg2kF8ydb!Dz_SEE|oz?&ztJ{Z42)4*$^~6Pf(*QckV&DqU&vM>)=l?G%D6f|B z&t`}dU<~+TOXNi?a5!Px05ZypgT=#$T@bsOrX^5n5_hbiV5OZ4r~_!jf)$U)=9S}J zq$F&pT224fny4>yM8g6}_ic$=B1}&mvLu_Dqux4AjE$eXe+Gi8!D=f4QCLt2gHF%z z28bJi>-ZL+t29w$E1>1aPf2`?q8`ogG*D-5yv+oL3Uv&gJUQ~mGCGz2r!|L75eMGf zhhrL#++XAshK5v7a2KdV%xQnrQJ#gN-(`m=-a1bK9CJP55|>eu7b>qK75rw$N0}w} zqS984sBuD^eOejo|IeX3n)@wH6 z5w*aeI?SzLX8ApwWPnyk)Rv~X&Uxq`In_7p8V)$jA9x}!1aiBPLAwmv_c=aKtSi8; z&S%hJCO6(sUXvG6h#6j>4f1#+8$9D+KAW^YjjeZO&EQxF4<>?kAjR`=3Lu{hHROf7 zbp;b?F9AwCJ^>(-q}q8c4X*N+s6JVxsGqm!4bdSZ7A^EV`HPrfdW6l^#T z?j$B=?)UC)%#huNB}6`3K(j&^PZEI-ryEE0rum|p8Iv9b0oxatce#`(DuCgpygt-Z zS_nV|n)q&q5*)wqgy1R2(as~kVZ0!7ot68J(a7O=_U}4l_~79+u-^Lh9OHoxodzF0 zC@QC5OMjBWQdO%J{yNUwHe{$nInmkT=K*#%`Omrr2GUd4moe^?5Ab45&xRjF5D#%- zkORG=>)XqXl%5o%-)BBJnn7nkjb?PsUyn4#G@=IFTruniHCDxRlC}F)fQquX?YRZI z5(qq2>yy|&xcqD70k`D{qSiWa3S;wTr!3HPt@_tUr{)lo2Z29(BZ6f`Z7ja1AvPUi zF096{CCQy){*O5uA3@w6$K=SrPOFfGtT9+s%Toyz<5eNJ>bLZ5Wn|E@3tEt#TZ}bR zZ#NitJmcn8T@q=h%$z;{5V&Hx0EC8?!ZeX+qfv;JjSaQ9C>@Euf*N@(2?Ab$ziC>& zk+pCIkS#owT^g1QXKOGWNG--%^og%Lv$f<-P47c02MxYtW-|8R*~S-&4KvJ=h4c;~ zt7->xjSBoH;j&F_Kho|IvOOlZakDI~7}0nlk4(Ol{D-qxZTnpIGaOKvi>e6Q(Xy`D zF|d;BAILkKg15t|FxQ@g10!!9jchiDf78EVXKm>=6#%|xET^uGvQE!6OG1rloXlI| z#l`^5-!-K#!GBXR3Zz{GLH+dR`Fa240=$R!0@WAJN`7AXTj4E?EKi8t%QDN}?{C5S zjC%=6$OM)*ul~V}G=^(q;1^jcFa$GYraqz8e6&7^1sQ+TZMLJt{D5Tw9s{gG*d(AH z{Sqw=tV^*kXxZNbU_(e@uU)dD08v>CQ}L3+5Nb>VifaS|lRbtBJwb z7Rj@$aj)}~x#v;)N_Fv5x!abpK@$0c1*%j#N<)~jQYm_jLlkDB{mQls$q~tjOjZ=+@VOJy!O`$;#qCK{3IICYq{sWw#>;abe z7Vy2^6b3n0NL1dAc47Lpi8Qy6p%d)23+jw7N{Oms9rZ?ij?##RhfaWDLlc}(Kls09 zWS$g9jH!M0G9i!ax4yM08$)3zA(?qS#g?kO{sAW4KunN&2%Dm4-w1%b3o3KP)x~ZN zfMrw|w^q=-i66a>ua0c9_x%@T-ph~V$V9Ww-vInR3K%5j3tD~sNe?%1o5r#C?PI4T z$y;t5j5a(A1!Omyi!3_xM$?0djw?F_n>SyZCUCPiysDU{WjL!5#53k*h^*EcgAF)D z5FHVYSm@QjdkF>E6Puc)tOHP+8u)B%AM^RIS->lQ1)^TeM;{H^GzuP9$SRhB;C}3c zjjCHajsXdKHn<_$#WHCORrz61bpINS*izn0^HL$Z}R(#=w z#>>u?>e+2w)JQ(Ijoc`B>x_H*@jk@+F`dT5&8AGCX-)p&m(KzoMp}u3_Yq;$f~FU3 zb`Ve8aIoucI#OF}P!o`>lO+hil*4krUjo~#sUu|`Iovo~8|P4mfama@)3EE9#nL@| z0z2jBsOHopZUVBE=;|Zw47291YA~y>S829eU0FOa|M5IXkq5`9QyQ2OoiwL%NMB3+ zePeGpCf8d)$KSU6LD*ID0t2G1sCAC^pWQkGAL9CTYv3NjChgAK7~gpxJt<3jtv+RuX8b{f-=~SU_U03sS?~K-j%1MrEpt}&fvA%>D;&_pk?SqodEut$Ca=x+nt7Y0m@eh ze$1L2j>PWIIxpkgEu;ic!1sxF&PRbHz-cV+MWi`k+te@vq`v-WYsz!%1gTr)Ge+WE z&Cld}pSqqabcg5lMG@~p!zR#L!d09Z)(Elnp?2id-{|p*o{B278pcXizDK6iSwO1d zj@yGe7Ug-LOOJ$WHzloPR-1N`&RV@ZU%3%25v%V*8%%Wh!+}fv{HwZ z4LW>*O%P?5ZY`=qh~sK>PE36*`~HmotNGo0>iQi@uEaX2FOSCnAcOaxJ;0=+?K4zO z)8q*EZF1Dr<7HYRbGC))G_l$KE=Q_+xHO(2eXW zPy%f7>7KHG34%mRmICSPv3Ti;HPsjU-JjZtgf!+f^8t9KHz%Fqh?oK~jrCcEl`+r> z1}RrLw?VnpU)9&&E(#kVmb<7k?Au^H5z21oOf(3CQS2v!K)NHZR%)gH2z2(SHTu5B zoQym!4rVR%#;kxQ2d%6!w2bQ3j`ZC+48a{R79J9{R`|aWJbd40eL`kV*;2A zpmRdN?E2@X3-?VA`9&oYyT%jZhj zj~xvVrn$3^XQVMUX^lBR;~bV=$xfi{?eG&VVi63;o)@yn*Tqy(X-g)30^lb-##Xi~|>n)-Q&$ zC2>&?WYq}#WXRb`H6fC6nD%B^H8o|F0J!Mq=J*T8{PQctCbQ?w6VeX{a=+==RUA(3 z*GGn3{zBe|T&oTCK1Os>aNZ*r;u*u>{30!gCf#DVC>Uq}Ii#kax=woIOBFyL0&{Sx z*sIZN9yBx>Vjf&_pjibNnbc-sAgT{j`q0n(K+JQHI5%BGqo>nc-lF3+H(1G9$AV++uuv&Sg z0^wqYAYvTixTW?Pts5e>@67SI-2WDn-1B+xHR*f2^Uh$f+a}I?H9NltXL8{8N#g^T zQQZq*(nt@a-zT7gfqM?S^;I~6H?wT_}NUC+;=+lHK17k5$97?pyIYYg_nh-hanA5Ma=y;WaPS(mG>-M z>A0*#*Zw(X_@0?9|FYEMrA|i=F5b}e<0(&0T6+0P!}7WPcUSrK-s0o2@a~=W-zqsf zxA>!9-==8`c`gKBF3Vwd(ew!qp5e&gab1_&`P`WYICdI@aYPj|nlr&f z(mLrJxqYj3(XgzYoTl?mD*@9$@_r;~V9Ay@j~%bDf3sIzRwS`<<8PjgxY>*TcWKSG zVzrZa0OK}Gz2*2PnG?>y+U8TjIO_SFs5TgH-b*E!a!;`u{1&H#Fmtn(k!BIhreqx! z=rEc=P4IhB^iMh~%sho`tQ$fO1E~*Qsbn)&W`Da=37|y##d&SVMH3z^2RbI0VlEjO z=A>NwmW36Lyxn6O>m*P2hZOR`Ad;pxoW1_RM=%Z;AVzI#!}2l?#BPA;!IHg%b8p%D9mU)I7hF;_?qt40B4ESwCV|zUX91DQAaB<{z}@>emD^CtJX!$)o?&qG8jIjk zry0D}<$Di)*g^V~g)mLPbMPtzgn8LAitrY+%sarV?A&kKI(S_zUkxS0HG*+!P%SCix@`9#tvn<%54JuMP zm{414=yurNj<{95n07$8umDk3SmdV+wVe114J%h$2L{Q5mcXmczoLo!0@N{T73*Fo z4O$COwk#3R(XZ^*-b$~E&wqBj$qs%!ATamV6hByi8)PVH)8*8_UCWo-;EHd!B&5k z5^z5?`0%h2cLn-%xsvCAvyTlbt%7JfjAQE6!Rh)E(O~A;QC4 z31SeLVLOP10_0Hc=gSl~PB>xMR89^()kYW1=8kCdgJrZ|RaqD!EjiLk2Kex}@{Qc6 zLF?p{!j3Q>9^0C}FM$!%=Rfp4aQE|zyK7>X@A0XA?CTw~g9xtyNjx!Ye1e?Oy3QD5 z@7HFGLEqq61^s2+(m^K7fq}Fs!a-7R_)&O4MW^Ce4mu1AnXe1-BVYzpO#bz#wdRs| zI23BEA+dmiMyT@$pS7#VMSSSoDKoikv6Dl=-@$yfBJNGH_aNf(dVZ9}kZI%t-Ti1N z8;fq2U-=VM!FzSH^)Mutm;ED9-4p{{r|zY$N2>g8Hu?~4!0k6D;@=&2Fz2kZ-Zr`y zFMN2utU;wkrr>V{N|c}+*|0F3Jgh;7@l~K|g6Q`BG#f(#h%Z4t@!M-AZ$(mZ*pV?C zTw1vcN83a6fycSiDOI8do_SWKo`(#ko!GdHxezW0l6?c3z<47;j{!F>Zkj8mZX-QF z95xsnd6pAUe59Kvo)+eX{NAaqkq_={hc$I$KglUy;6qMJ)#VA6AoN~FYjiz&htW?Br6gk#du^O8V%nH*kJqz`Z?tUIYDR`0o|&L zi`0|P;dFTVKu4If=Gfc!55TB_8vV@;zW|c;w9euf!cjd8rt^)v`=LDPXy=o|qEI5O zpNEm7xRF+zjhSe2e~W3e|-urR~igu zyUI2K*L>-Tu|-$^gc-)=4>LdSJHMaBcAr?9?hSv*b}xPKn)>#k(A}2C{F4q{KFqz0 z#9flGg)wsL8$I2K3yzy&Bb;XGdjCQB&$uMr^phWzD7p0Hk^bm&F&QwG1WmB{ z40zACUNoAr?K80z5A+#uHMf;%8`0c`Y?Oix!&PZ^A`^%nuQ$~DKoyN%8y?Aequ%5s zDp3)xCc}wAxHBpA-&;MeVrh zEAr+Mug)U`ZnS6(iGfr(6U<-xb=qfM68t{UnWcMZp+`Nlr z+OF-{{Vd|IgJvt@XC+xboJ!^<$9h6s>CW8gXnqjONW|Pc9BOgF!>KP&J!;q28Rx?E zswQpbEWf-4CJ8+Z-sVfTuwqN`UwGV@;4BssSxgQwXhQx%x8}l{22Lgwb_I!tO1%g; zu8sKf#);6~q&ZMWgbCuwX-DXBzLic^5slS%DybAY+pjfI{=z8kC7+T*L%JXuA3|?h z=F5zEeH>GvB)%r_Q9SkMJ$q1*{y*G_5`-GgNf z=SkzJ;ExxV_jtT?D7_&Ma||#ruMf$vL2RLkk!9Hjg(HBRSu7k(ijR3K+#OzU*hZGA zYdN686|#(C?_EmHBKVzRgEv3uU^m%SbZ0~mZPwkm>&GR4tHxGUruBx>g*=wmVQP}D z5dpZ**_S~}fP;C23}xDqlB_1%@H;B9k3VG4WN}F z@_OlTnF?bsGu-m<4 zf6?3;d2jFo-lpB0-WQENtm@=0&l~%D7XacBcyU%KyXv$;>0HY&vFLjTY2xaiYA zLq}BjC~;F+qao!~662{*MJQzD1Mv1IZp0t_os@;)MCoi#kH$>{n22d73=Jy;nE`<5 z_z;RKtVNY?0z=uu4UjuPyJ#RTwb`aPLUZ+WC!WErY?D zOX=`G(9bf;ZK+3(?50FVU3@mU$#(?c9o-42Wze7XF%+KxLdTS!Bwr-T9jF&GA7k|f zyTOE3ktBR?LOA=NMT`7-^M1=x2K0;DlHA;a)uCk7gsd0~_sKGiI2y%Hodfzp%)5QZ zn^<{$mI>S^HdeoC)E!;yY4ky`RzNa#gwgRq1ld4$YrR}l9)WgH9ke&W0NrY9_{p_7 zZPqE1y#St!#s|BvkvgOfkbuDmP#~F7SQd~=OqYqe^Z}Sj28$FLLPk~MB%E0PUZ)M@ znmEPWani&6VNcgt(N=L?&H}a?%XZjMw0jC+Ww7CO=N0#qERcG#V+Y>#q-dTaIo-GE zMUuOpFfe_Qz4@jJHxfmJT`a^u(#hY!f^(F8IRWU1`{X3d1vW3Z9B=1@RY$m-BDyx$ z8*5&3^|o7_^!+*Mo2g}MoG(aVGNe&>T80%5su?C-Zj%uhZ-%m(Xv}&hJ4x(#J--`9 z>0=cdRz(DTQ1~brVbP>Q0@_S=E_EC^h{%Y39_;lfLb{|5cN{sDL7 zP;rb{`1yai0Jtw_gRDyFr6e}1;-CZ*P|-oHK;ww^TK&p!lEHYpWVa>L^|2H@-bgH( zsTRQrEz*R~;#R8gy4?NW?g%3A&T842{(zI+<7%W=-cB|^i0veMFrM=T&oQt|b~e%j z1c`kY5GSgKXV;ZtvI^2c>C`R-swLWQ09?6pLjE;&0Q_hJ%{qMlIi!L#GJwr@u3bpTUaUT>TY12@X>!Vx(dGAjf|I+8uy-OHntGjdk6dXJYM6aPxtm)*$ z$$gvN$xlixjBtqY_+|&Q#2IM~_0t9}_l5M=548fU)m5|rKoEk+II32c$30Fh0NqYf z7QL;uSzQ8NsXtDy%Bul?R4YKd(}ZvxAdK3kxdF6P)&Rb|mX6ln(Q(K;L2apgz(A3- zIb5p0i7(ed_9LLZEV$R@0*IgLocD{XqXwivxKMneAtvX9hR2Q@IWhLRMr}agdnSwz0ZginqHR zYBlD7TdUX1~JPopIL%p2nq09n56X+40i0v*@51h(@A1cyq9D7*Jj zl1=YUTL5bngK$!*VBc}tLBNusH*866rH;AnY0^$(@RmZOJwD+`cde%kF(LeG@FN zo&68Euke;nFKQayF_UFy8vKDX3(@O;3V#_Y00XWzVqZDIRJ4o~aaoCpT&3-5;*R8D5F6X0NjKK-~hWo&#$?&AykWyB?SmR?? zz$oT#@(j?bLm(HUjf$&Es&1C1M9171Iv~WHTnwe%C-5)K)hY(4*Mu|i*iS>Ez&B#; z$?v&ALe-2gxw(GuT!>GuF{VQ}`Mo^_lYDfp^*yHI$G-D~-QiQb5N^F%$33$qpZ=e*HinyWpRK2grvSq`}W`QvuDM!bgVouliyxAK7mo6mv}_37rA1b zii`^~9|F8smI<6H`oS9pRgTAVcg)W`pUEwFK8>x;;+RmPqh<3pGfZ6e=}KmxBnepp z(yR|;>n^;W^w8ymNr{KZ!UBre%d{fUYEj8GCBT~o{7A|UDNAj1EHFG(lv#U@hw~}b z=M|WR$~@wvMNzS%DN|Dx9KL*~(qp+qeNalGAKq1DY~qYn)%bL-hU@t%1P4JtP+t~I zIz!!HQzNkia|Jc{1#UNkzj!3PiB8$Di61Q{CZC@>fTpY_s&fd4ToSKl`6Dp3vlDYX zBMg$ZlzTQPzo!a-fv6MF?DAu)Sh^(oF7=oF*>+3~qiX?11$%Ar>d9aun%)6|rwY!g zbMHl2F#CCI0H##iSsWx>jN_bVeg-b3#wkmnDgo-pmZuOEOvstz&I~l3;`M8Wp8|LX zd$SijS#1y(PC{mjnghVh&8^`@qQ88v<+8k?gNF=D2=lP54l{44%<$w`4h~=jv;R%j|UangWL%{t`W2Ije% zYa73~?bLE}ERNgL#zWtQ6o;yoj3v2bM_f+%sG4>^`%T<<1K8YuZ>WW%FJIba8o z_jg|SFZ)?03-Eg@kOL1D?8mUH9!KAEFRC5BW+>MF{O~+6<*x-OW1JY|-32L322pn@ zb&=J>VM6(^>w%|e&|R20ST-Yuh17VII1}L}Y-b|mQpHdVYpJjm+Rxn1oz%eAbg$jS z%xA0ZU*~M!Ix`5QJ{4&qin{UwDBzB*zUB{-`oH` zB0P`fYMcDNEw{o^!{&f~mo-uGbMRYDm7|B36zVd2Y2$f#nhK~CKAG=Dcsl`;`7aGm@d*Vopi{m8+XyQ zd{kve9g^2xgm^7@Tf7P)$E88KP#3S)S<{}+l{ptjU;W>jIh69WMb=Qf8-WG}*W9T{ zGHCNYTJzxD1DIjD;uFwAxsEPf*V~sv;k-k7wVM0c%6`{b+P z6l|66;if%|KZ~A5f0fH*XZ!6H;T_Gr9C5SE*BB^mVCy{Kcn~5)#GS|9VGR9724@fF z05(d>K!y2up0!kA#e#4IuQ9bZ{{_vKy}gF}Cuzp!<88n;BDZ}xzDLj?vKHB;r~%e| zy*qpoO!J?18D$D}8!s%D@4!`=c;*XpcdiMzLlD56fdkB4vgeCsGGk7k-s2WT&yS%7jj`KU6t@}}UV>ix}+3Wo|vr01lD*rK) z!I(KC3rF{XM-Tp>CIka<*m`1S!GNWsrJy77DDI&h;s%vAC~zZ|jmDIKwVz=ekUXDZ z{|_L^OO>@bzh?Z2bdKMJ^bB^%WYQ7$f4h_Z?PzgAqu3$#Qc2 zn}!2Ob4V7L38{?>S4MOIX&hF|;a|E7l3$a@b>zxX5#>P4G-Y8hWm>XK(xxMb4Tg>{ps+1Fyf(x z(p5{fJMbtSk--Y*q+=X}T&gprz`uTA_WtropU??`uK(HhHrdK&8hG)0C-?Y!$|D6B!7rn-R7uWalkRsU2eml~kQ5u{N z^!xWp-6x@U19gM}p>l-LMiJh5tb9LBF^F<*z+Xfm(h#odD=W8;mMnq!X?AbY#iLc{ zhL5wKnDcO0%z`qHJ> z7$_vYQmU4Wdg1VcXjEz#4D&O>Hmyxx-9>}@eG+k`HUWA2gncjBY~rWb_YH1XN*mt( z^^>wj5*^sy>eZ7;w}%v=JREu4A(a&D=A) z?$*_U!-o&^JENluf!4J*yFJ7*23teKX$uxvvue)og3IecQ>@;TPJJ41_i}Y3ME@^jW6L^$D z^w!xQv^EqY_+OwkoZZ!9yC*M}2;41S4S<)}ZJ4XoWHam;*T$#aycBceu}i5{%b%*s z8+~X(nQPTS?}w+nC$(cXGwcV6>ykERwrXPaojZTW{8`yHq%VGy75(7O^-Guj)w?d6 zXaU(?WN6rvY+f^$CTyi|ra-peys{UajjPEPCYw86gYUBE#c_&=wJPw5OF0duxg#9%9td_J;b25wDzlievu#lHZ}8HrvfhWw+KV z-0!oR*O%{kulBRo16~nSTGlteNJo>? z_^^t73*>4f-MBg(KHQA>7km=TkR(PPr@O;Xv3vmF2OBBe)UV6l28NSD2rq|*AO%@xbt-OTrmy?^>U zR|ePsoX0qnA(~gb;4O+;(liQ5`^5G z$Kxaucgg#*oJ$e?wI+JA9&lVfSH*2;ZC&JDBtw?ZIKkm*_<4k^3OKIRZG0pJg!5Nq zrUV?HNGOZR7v70fnqtVA_MHDb)Dva`7UVJv{Aby!Ib9A^TjF@)#$HMdj>~Cdv-$cp zoy&ScTbPzp)GQ%W1;{LNG<3DqW@gR=p;LmGsW8z<3UVA&a z5h=B=FHxim@5$KuEMQ(Z@(-Q-$?p ziMuj$Z2j8gyjj+2&O=}7d-T)F6|8Y<1!A@zhD3H#j9)P)H3O(KjP=4>bdhP_T!b}k zZD^?Q>&A`UY|A#qxm(| zwtizqg6X8h9UCjdvWdQa8x@i<%(b0WbbYXIGriTs`PH92gl`QJ#^+JZ ztzFiiLebclO0nk8|0#AcJaEepy8;0#iP3IUt?zH#=Kef>f-Y0PdC0| zGnp^V0U}$(q7GSU30?zXVcfM@dYj+p-;Hn?cjof7aPzLt2Oi-FP^5ZW6RUAd1-=`L zV=KfyE;Q^VG-GD0spLlONLmR4&P))=zDzUuEUmDSxH-+p7dFl>TxXVS1||*&F1+oD z%&GhK;uo)fn0cfh8CgjPH;en^mNm0l>6L0(P#ESU3cdJF z+}(CeSR9IOXv^_A97v(o9@xk`DpVm6w-l)2+iiFwLMXc1- zK%4xY&@hjy9LMLUlKhuYlwNuthd_ESG9t89YWk^Z_4k~HY8F!hR`j9oV#@+{fdX0Yl7)bD|`{!E*djUF{N^VmM@AMq$A7W{zFh2;|8<1522rp`>b&NiXl3 za!3!1p>_`d_q*)@b37lN<`Z-64FFWMZ_c+g1#S_w2ufkZGkN@f9OM6DB_w3lEVF%63s{yVJ zVcGw@d90^s>@OWFZhE3i?GTxX<@7=ulQ_%XiX^w2)n|_^))xFamNq$WD4^!?8 z`iMIRIV=%8IIs$4Xs~iu8ex^E*)Rf)>MF0nUTzTP?(C@f_6V(l z#;fSf)A8F2Pc8ofUNnO|c9v#dTHP7Y!t)tl1ei|;87t~SjxUl*EX`gb{PW`!tfvRc z41dD{+V8rZ+RvHYFZI9ZY*P&2nSoK3XEAEs z-z!kkCKkfu z)E%Gr!zg^}ckpBNRQNX8w06F8%!58ed`n zYm25E+dZpk*3UcRH2cuP`!lSbbnJbP1b6f7pPR;}@P>`h$!ks*qsVCUEInJBCYbOm z;oVak18b1gR8NpU%Ans0+`Za=oRY%(mL!d@JDjhHrkh`65z>RCmW3^^X7<`&SSb7Y zJ-3pwgjE5%Upm~l?|-XW*1GsBl~1kAoQ@N7L@HKOK|9TK)lJ&78ZvAn z=Mnm0L)+GgcDZVzEhgyYe-BG;Hk8-Fq;>CUAcHQaT6 zl5yL#_J^^R-^x<_L&s#2|}L6yA$i?J6P?i!nc{C+d>Bru#W z3dQ>CtH?79sdG1SZV9|aT;u@`VohQU?Dm zKz^vQ!LBS#Fc7IQzd@@%W>%zxIsBQ3Q5{qw<*4XBk1McHU%op#uQlNgAoJ5`kfC5)OP7`%umMXOpCJU&;)PSs;789_soun zj65*0x6umk$K_@?(Qs4(PCY=5mGTv2W1w`i8&~J6neD@8uk1aeuvP38g|R`hT$C7Z zr#(r1nL&Fs_916(oQACf@4sS++7m#G1$b(u;yP!skmYE2bS4h$VX`XWz9y>wZaOy2 z4&u?3M&$HDvmvh%iXwghO32F`oX@qIeLlJ-vkc_Upu=kUPJX%rU+o2|?|qLp)^=_z z&w03~5lP73j~)!Z`1L0#=K7XVMhki=>;7xX=S}<3QICY#u%UKMqaBHFO%5DTj`>}V zoQ#Xl;{J2uFEad{5jKu{Xhj?1G1=-y8~}XW%azJ|U;*y?05h(l=cdN^d4s1`cV-_gjK}=q*uS|gjxA81?w#(j2M{6RH41Px;4ovaP?v8bdE6mMp&$-0Cr{x8R0R#9;#H+`82d zo>2LoEC1V!dB31jYF&N({RI&Adjl4xvfumpawYKE@fNXdE#(3S1w1S>3yNSq!`0+( zSm}uEmPIel%k+FmF6tC&?+rkroXGo#&nMFhhlXJ#PQN}m{0Med;HsSTn1#JIAE!+Y z(xCryIoN8yqh)AkWZl^JIGE^hCrTpF;Tk}61*x=$IX8|)9 zv!^*ih}yXFFxuc%V1x~TLPxcyxKroO3XT?jyOSQ4b_%&7$$au=+c%i0HIDA25erc+q#3&bbw>1& zqZ{T$+`LnIXhuAH;v;3sd3g( zOo2Ng=dPzDu$$D&zi~Vlm}NYWlhh5OqAsjq829$_0>vxdn8H&QdhPJxj{zDBZ^!$% zvW0OWS4IL|s`lqRFE+<2_9XV@V_n{*_rhS#2A|YwSufUyl{OTbufz(4wAKlzgqp66 zx3j4NCjC7SeB<)7psq#KN0XKVfBt`K*_xFpW~_}7_`>(I!cl+`NkPUeEhQ6_IK3sRFB9VJBfg z{5y$?EV_Lq0Izbo`F=FTaG&0SVQQ6Q#^f|`WWka=$=KQTRU;y|wXdf!h_YQ<`MB2p zI@h?FZ~2{Vr$YjK0#^VEGb=*{zhH!cV<-g$mqq-$s;{5wAz34LQbx;<6A$?(K$xjZ zK7cPMJ8`r$ry+l_G8oby0n5;lv#MAZzpU)j|1JhjJX#DGHelIRPd)V%-HrYNE4>&# z-k1`q-DY~=A+XV9cEUX?A5u20m~w$jbQ~$C=r`wuWmS3Mg^|4MtoKwM{~DVj3vWxe zVKmUsSxF5{=R=9fg-2_*Vcal=SS?yO*)(GUTHGyNqc9@?wsDNuzW0EhSicRysq3kj zZo!}IiS7#UVu0fZLNwstG{$0{Cw36W$qcwIfUK|jQsPSDFb%{gz# zeNvR5(5GQHhQj!OjM-d%n_JU^8MCL^NjQ8Mjfo2B#tW5Nk`M8RbwsOFBv@%4Qur2>h&r+S+tuG=bOz zxUypc;AyxT+;BCgv8E9>D^ENK7?~UEMlHVa#$`t4k8c*&L*Ldk}furrts7 zp}?A8v02KO649{^@WAwsww6;p7bQ0Ts&`oT9$gZ@VbOGbPqxcL@ zoA0rO!6u1FXoymU3~Set#^Gm)aKfXN$r{t*tN4=%K|R~5(d5zZC{+KM*34DRQ2bP_ zR*cEzv&IR=@)hhT+O_mS!s5;XV|K+~9yx(wfikoRzwK#THIasH?PUYa@5KLg?u>m4 z4>2^PC7ad%^9mnDRjjg8c)R&`4CY8;xZUr~Gtx?A4TzGMI0N2F5|%#th^`Xx)|#9y z7@V;WUX=KZOT`k(AUOw#0V+~x2G#F#PH~P`ECKg)3|#QzXE|RRO(BntUidl9xPr8$ zCb%!^T{sB+5TOEkZA{pYrB@=u^`IgKAnUn|H(7VX1PG;OU<(qRQ&T#dhhVzTl(RK2 zAYGGpJSPAv)2^5d7`tMRtH}-5lli(R!nBZwAFm3@{2^pUE?lnzYx?!34mkWhZGb1{ zBmGzmacY63Z4GTv$F*%=fMR<#KCwYnbb(=Td(q!Be-Xh2s&|BObqo`%()${Oc<0)hk427=`>>ovXwXQ z;^DGmk7mJB&ROsa`=52u`z9LORDM?aJ9Ozf&9#BDl7up(h+46a9KN$Sbl!_y81wYVq|5ZAh|8@3?CE`#)SC*&-umduJUBeUxnd{^2VIy{d z`Lg>ev<93^60A!DI5?J%i&A~ss&_$G=D-#Uqu@dL|Ln8Rj0Ku;OAYH2X${%5pU)Vc z%aAU4i@eE-Vj6BMLQJLSzO(ey-Eo$lR{Y2Q)EaATYxDQMho+_hE5Vu9%JzhV=GkOr z)4gy}Z!!84czGu}R+-yQ*vl^jYZf%^1HwAMLCHQb!sk5^Sky$}v}z0cR3~#<`h%Uf zR-`0MWL9+3+yV=9A3{P%)gELv7<+=lIYo~~yKT^@xKNt{OQU$Wci!y%)s_n%bU0?(*}~vI*0hWU9a2+p4bZz&f-plnjUQd z43L_8^9HS57BkD}cUo2l7d!i%7&qp4JN!~TqZF|wDllK#S!$BOpm#BQLx)6_1p~S- zxazi@>|Iv+-t5RPluQP=O9=Q5>`Vob%SqXt2u0C8qsdF{K)-#KrAV)~2!=ruy`(@b zmA&(|D!E%~egC`wRuksu3bUV9l(#j93 z7Pwt5b?kWmmB00Pulb~}hW_x+dq1^!?zLv-p(lJ#SwhE7yY_k9f_v?n{w;Rc??Ziq zPrXfO>w969oU4%}V&H({Ol`aH#9=v1LLqxJ(n;OQNh>89A5Xp*J;0$=O{>R7` zmkQT(DLpVM_=y@X*Bm#S?Yj+U@$efZumJQBhEfefCLqxXPDQX{^whiwCyf4}i^p;( z1DA>YnW-N&UbLF|`*Qo?&xXWr!+1szOfXmB4!JY^+{*ogUHm)# zR%OXxgt)=jd1!b__hcJkgD@b>V?-{NDH_)ew=Tu7op6}cF)PthO`aq7%c3hIFO|M= z`NWMopU|MK2*KCVrj2aks4{+6P8G15h9u%i%Rw>P zLL!v41;LOQoili)7qg5}d7}7-*?yVoOcFPw_WLLiVKyLj>&&i9*Bbbb-a;cL18@wF zktIOUMXoVxLZ^h;=S6Xou1cZRm7Oq%j!J{25W08%bRv| zxs(XL7>>!yzK3rtg}C&FO&E+yU}czDdV++VpDx)d{8@%*QGk za-^WWl}u#CKZBJGcot|YiYBX;c<*&Ev{Imo%a1sYFAY8hd#>%uOtv!{$AjT=67f2O zZcSlvX*FE~595%zUdedD$wk(*b@6R`eU}S$8@Wmz^VWRoZSD=;QFp6*9IzNwlU$d<)q~owk-@oM;*8*JmG8wZ0d|$HQRC18PVP`r9t!pnN7{-8K%bqtj1%!q+3=>rn zAl#kAEQ_TV)rKZTPVU;(%U#kI6wU_nmy^Ixf<-7TB8mKwHC+iZ1Y#TX9L6OaEV(EQ zWg4ADpPvF91M_Egr>Ghf1O>N9VHALzybo!abydP;k9JP3v;uzKfm}7V<_a;DY z;S%!ZMATG%Flc!5d=NMqvs2ffVfsVE^<@YAl-Xhq;^ypW2c*h~34g7CK?UoyC#gL_ zbeD{`yp^X~n?ToTpRo$6`yQa1^Z6kjsu0gG-KVpfle($xB2uaJ^P#U?N7Sax4HAC0 zy{r2APW9LVqWLhn@pepf!+rLC+s^;l^3~R*^(Xru%Bou4KaGAaYtC}$af`dQ>ccr6 z)4_V+;#8PW3>e~F@X|xC7RSz}*7W@_+g`(WW3TV=;jOJOp%Mbn2vrSjYi0Sq)tqhW z(yGr7SY-M#Y-(wY^UgD}w^8^*%Hpp1C8F7`p2lkj1jO&LU2bQ-bfPiW_!xYgrw(PM zEkE;5GZhN)#(8RpxTg!dVF*M0eyjM{f=I=*)`#Xu+W6`NcZ06)v8H+An3az^xAfDL!K)| z;E93hYjgYf9{MsTvGcNs;5Kt6_i(TL`Q~S#E42`0#WE|{gdl>yHba|qy{EFA=Q%zT z#J6`}*SrgRM)YVFx8G@REW4ReXL!nzm9vxlvghzS9`2eiL*?kji{GPtEsjXMQpq4f zJD9xS=*fsPCnFMa2?8H@sv>t$xp;)n0RMHeE@Mph03fcCD=GaE+HWqHtEGd zbo2BByfMv5wd0yMS@pBa2752nX{dLz z{&!!$LCHl`rCAdF0l%={0NkLUpp|dSKmbj4f_5ICha%=c$%BA;M8HU6BN_yL!>S-u zgY3YH`s>@0-`~?Q-}t*Bc%aP$Q6tZk20)oTD^ldmChE}r$d*rY0IeRpGyK0?08&K2 zOXBuUPE#0Hn2~r&U`&|i)gun71LvucWj2zwlqfM=<9uM#^iMvVcqnU)3S`Gir8T)b zITC;y%Uf!en>NT>b#>$-h@L2jqgSWlk4HU4*uz7wJ8Cz}Pb95OygV z3lLNjZPtxECC9+o_}TIN<6%g63!&44V;z8UTjC`{>P`OuXBsvUk?dRI6`b~^o!ean z)1v;)DLAOmm_?#uAyv>WIP&|f|DRV#-I%5eWK#_$8)Q~X;)Knhd$S^n7YM4ua%OmjyNZct0Gu)zB7YKoyG|# zH!M${%OKfEcgo`!Hz+>{-q@?^Y%jrye^p-w4XDdA!ZdL`IYo^aq*qXH`T{(92C4(r zfd^*-rIpoEE>>dhN0H|!cccl9rr_+ExH35n-SglUZ!yFQn zA$1K20bE!QT~ZsT8z@G%%L-u5Tu&E@MM^VBR+utzIK>uk?1QM;9P7BlzJWk>2QAL| znisgrV9LUp+p}co}J3!mg32&KSnp$gs?W8j!ugo}%y((*;g98ZB@^iOjosT*rL31IAg} zl!NmZTszXLe^0gxy6Vc8IHucxmH!_oP5IX8I#Xlp=sd% z$wg{}dT)pP^QHYhk321DgGvdE?eNql;?SSfRtyG|kv;SUr`cvnyJu)A(ToEu{Lc?F ztsl{+?$$_0ATq@`KL{m#kT1J2junzOB>)g__y~^}EbH;T87%412yF6N{W^WIO4{%s7zFp<)!MHVT zD&ZZrMW1rn+fDQ++F#yN=t10&ij|^)(_x9w!YM#8rF7VsASnmt6aIZJAd0m%{i?-5 zpb{C`LK8e#Vx>zm@}u`oQNji-rEtl2nT^5<-7WikHzuhj|lOGT#P>(ms$it%G$n(_W$ODfghXcqTMfTV1 zrQMP9o_`F2%f*%2Ak*d7z*Pq(8Hij?2lLl`TwV*15Q@1;bUSTH9F1|{=*QZDl{2wC zFO_3M{(Wh8*XV-mrE@FZcsj?87lv-%6=|Ekk4` ztQw#SYVnaFwf$Bqk(0=-xS)}5It6E&Qf32th1nS zqNZLUMIUC8%299?i)4n~V!oz$Pg~-pO*Y!2IiwE2!7x?_1pIEar=T+xh$Rpur@kPE z(dS(iLDX1Z#?%-^@kIE&O>?UzT&~iHQCqYYl!+bh5gxG#|L1{J*8-#d%HE+Q+de!ifcqtzeQ7&GU(Y@fSLVDu(mTy$J+0CY>Rh zMzJmM@}eV$FcHO^kd}^@h$Gi#7na0dfR1qm3>wJzT^Q8AG%s31C1W_XA#k(QL1ehz zn)n%jstR8GM;BpE!|Ld#E2G}z@Y6Bh`B|&rX?d?eq4K@ePHrFSf;lnYKYxwoB^?a9 zG+~xT2J7E>1GB3zCPq|^S_KQH1QtTFh5y;rMUP?0!$>bYfvrfdF|vl=kv10d@1vMO z)wTb4q>t(1)G%ta!B0~Qgv3_`McXE7VPxNS^_4<)iaxFFkuiHH&qOK94`k!Ux5j_9*xh?f^! zQmM^Mnv@X)d$MT!phg7+zbm#}6cp1zPLAD1ks7v(Y>NNG*}KQ}eE_26lOV7 zFRaNSnaL?Lhsxu{YLa?yjZ8#ZNzpc9G8rk9YO7?FY?zQFr$$tcuTtuF zy+5Aq{r!Btm+xP{&*gpj?ET)XUa#l#@wgvu_uK7ucl>fO!XXZW^^O-zWgMbKZ{q+I zO$B*x4o%!g$09HbmtB}(n_nw0jU9qnsbz;^47Vx|z~TAxB*mdeK+<7-r4}t$FGw2v zjeoCA4R4E$1p7Cr@85!%C&UC zglH+)L9AmAo-f9oB>(ANgRsgsBMh)X-Kw(=7Bggl}bUFpjogK`L@ zog)kn$n7ZCKJI`~X9xmjXaX*LI6n4U?0^O&M#O?f%jIXv@D(<$*P+qUK^= z3uO#>!SyzTAn79TLuUj%rINn(_Jxw-MvUaThLLQ9ing3(fe7h&SM-^<0YNa_#<+Jp6*ngW1o+hbUFqks{I^cCs8{ z7ajKnUJh!wmuoKoku$JlHZ1#j^7Bt|UwLk*?YJVjjMU_sh5YeV$rve+t{Z25zVM@y z&&@+FA_oHw97Mr^<&5v@%~H%jdY}TjfL9Kar(iw5OC&Z>^JGoD-2+GWEwUTb9@a4B zEhsx99yUEY5P?5>_Qgmv4&OQA(a9edCb7LRiyk&1@ajv*YcU)S@(F5M~J-b;Z1PF(3QStOtz%SwQge2S$q?MqTtP%GXeS1V*jhg_aMzmZm=Rhet|26kM{T zX?U%p`#|PRut%sfX(ZRlDhLkGzk#TfJmL7&=?8XTC?`{2u;0Im&710?MD!?_J!PF7 zMmVq5optkdl<-@vmTaHUVO(W;GJ3D~lqY~(uix|0;Q(**X>)boFPrx&!0@i}icb%0 z$cVVK5M`s_jC3wNT1be<~uk(qr~j- z9K;BqGCUuI*Pw_Z+Vqc&o-*v=szaRmmU<@Ic><4&LRvxY%#jB{9h7k|Z3-WKtE`Oz zzhWV&28!Cs{hB;c@y|HIP0CBZ-{?Q=CZQ zK4biBpTZlx3@wT{6?Rvo`KMdH`u#PG1Nz|Is@EXzw3aLPL0Z`)Mf3{k{ zyXp2&y@YJuw+V}i087Ouf;(uQ6~%&b)Gs0AJcX!9{b8NNs>vV0>=~cKbRCjpv;43R zZr)Jd=uLs)1gih{;j-sl##N%c{aRrvctXn$SvOOrXM&J6`JSyjE26#G4cG%{H9sFS z3ARv^3>anG?P{}raRCwtk7$lD?~QSv7{n^3y+oV3nHnT>>-74@ku4{SA%xJpX!c~Y z;DZVb^&RKkblI$c1^`$SY7>w%*mWphKXE9P6|XRM53^PcXG-X&Ol5Rb>r8tPP1ux0 zL~M>0UM`a_P8F3YxB8guseHDq#MinJnxUyUPFNHtp233=7;7K1D}*aEWf%mlcUwer zWIm^BM!j}CY1r=f{I!~IR&RNa9{d$@d^SA+qSG()EbPC%zb35*=$U5C!HzocFPbr! z4-6y--89R|pAMQsr4A(st1oE9FU-um5Vp@*(&yl^d3uaSkcn>_mRk+LD;?oQ5Pe>} zEVDs=JzRcNfYdr3p?{(>uop6-8=)*@-Hhu7J%c?(i_CQ9svVtrD$MY?RpY~>Yt-UmLfp3`_@;kk$xN4{EC9ptZ7(J| za&+hGg(**-`jydj<8ZZ74OdrpJeRT#hi2?AuD-6WwtI&0tD)T@C`y0={0j`44$+dq z0x`VNY)?g6BzJ;1AmoFyOWcUss-qfbfdU8twaxQ)?O^rwI?G~AT1jd}w$wp_<4hQ`h5Wg+r3QMy2W^j}V~oSw)p?Sn#f-XB>&SDsXcd1VrI0cj79>SFrS{U3y7Q zW;`kF!?FitMIt*xO6mh-S$N2FHo=CBP3#Kh_YhNWrP5$N^0}`)cZoP4QZap#UnWwS zx`xizBPOFf0I`rfnbYf<_U$f|8{$1H&7Wdez}#93KGgabm?T-!gGOS9gefT+BC@tH z17W5o56|63Uso1OEEV1w1Z*CL80%2(-7^z`6tEBTS>0=>abO1M{;28MC`p|syL%;N z!}`Ot0cMp_c6if`LS|a(A|?p1Ts1NSb9X5TOuwdh(vtSx|CO{0x4?R?SU++%j#un< z1{OV-oI2_pgAmuY%53F!1+-A0YFVMybla8A!sG;h%Rec5epw9wr9>L=Bpwb_Yi^Vt z-JJSfjhHp`Tika=op5=E?aNzddERr~QN5~P1!O664tCQI#z~vSZmbMY(?=ms2fluI zAn-N+0aSec-1=5sW+SVjF>&`e`i&mO$6)MBEGt%tSA+v9MDcAF7)b83l;o1SiOGz( zRzMh|oZlyy&OP=<6Ve2vmTvVtBVB}Rr)#DvsPgoeZ&YJlca@C!E=a5zR$;vUgGdTk z-YP3pngt26W5*~vT=Y%f{Kl0cH!gbZ!r(V148(FcgdiS9;2U@{pNOh@2nr z3z{-4uso%viV!1YK#@7R;}rC}muBF5AbKGI#sUiSGEl!HDs=;0!7ooA*uCPa2ajiC)YSeoAJG>qtEBMRUPOW)a1VkV6inN&kl% z;d`{mD&=BaqL&>eY;nZ<4vI;?hYhanw}$Hn96L1gNb-raxRBqQ@4BQnZ9Z$!=+OT> z9n#{h-}b)vabrrxU(=kH<=9kY7*gF_?QBxnsrvcEhSUOKB?S?NyDr=ec z8g9*{P|};T39c1tP*&iZ zv^@6DTKxKC&4745EB3hdu5Ab6@dy3~z@e69SJWml0T(5PK;}X$e#3e=G1YwWa8{*D zhq1Fu#+`g_9kTJn9l)wFPt$rkBdXaBm_mahYC*9zBykNC*n6(>=wyTY=(vkTDK2;s zj1qg=tyVfLoH53kCNvYff^U`%f<%pA4_yvc^OON+ieX?gfSDtB;B%ZLDF?Vf6h9ff zGI5b|oNy0KD4?>i)v*4tiQOqfip1gyH(TXXs7dnT- z2eh|5rTc|daQB7c14>wI@3vowW#&sp&$qF^0j21=vh(!%^Q(;|SIDT9n|P1?6>CaB z#?v=aL^uV6Cgg=1D4+}h4EfQ4$SB3Zf|hQfI9OiZ5pDnP!;3eC9EDH{BlhZCF$)#1 z_-uZ;s9L?J55)E~P462utPBpb^!;46&ZFy&)Y{9;wdzw<`nCsk{iQmKE!2>?DS7BS z*-0RCY8rO(0&^31F>>YlTkp76p+Jls5s(7TAzo;TOo$A_^*(BM4Dd@4wWYR)TtY&a zzvN;1@_sZe56L%EfB!y23y&f%p+4jXl(07zemMRV`Ng&5#lF$#@MP5~ z2mb+5vu&dzp?=CXS)7$8<6tp_7fwkndX5f3R&ND?MeBeS#{sMk3bmg4<{vHqKp}t= zOEqxaGx^WOYahb)YI~>juwVb1{xj+pD6~A9;zco)WN<5mC+-WsWW$1|DK zq|Z6I(0pqL=@l_Us?E4)WBr`X(6WdHDh+W(vK^GcKu{6FHtkE#8o-Q* zl*QN*>k!?$^HA@BjHpcCpHb#fTDN&ipzoMfIf#g#nq5f58%uusUpKmFa))122r;q` zP~hu7qw;}_8M<>0F{Q45bm)jG6CuQW1IP`qO&9y?03;@W-@+0+fF1$HkvNDVFS3v_ z4!x;~a4oB9|JOC%qZGJ|YKqt){L4xFh@$dZh?l1rt~oU6eNg!OI(wb^@EroiXv5_xuEerp?%~xokBag1FBb!X|p40R>S7P-(~F{_f1Sg-S*EuYKKxR zuD!JP-OO)gtcK9nB}d$p!VfTc5)cbMq{Jp6ypgk6BSntVfJLPNISwGxM?l&g%k0nSA$0qw}64SYmul?6v2-S!7!Un=F$1Jp+L zjLt~K6QyDA3@!j6U8ol}vWgDpL2L7a@q>9?7@H4C!j_YA1cZ-~0PjUkpm?d`7v?<( zl#^9pZ*ZphynFR&WW5C!d-uHcEjX(or&8AIQW0cr+&Y%&5B3~!Dnl?(<^ zL-M6p7a`Y#ddc`-7A`rUhMoWztJ`^<0s$iz_HDXK!)X`<>}!AYBn`8dx}~^cn&Fa) zLo6M&-Ja(Y4A^B|aKVjz4 zp=W)|^o|wj{rTkTz^`s1312iWGEmJGQyW5>KACvPW+&7?%5o6oSO`5HF#y((i|qc5 ziyD6tD9;@ib}1i};ogO*7@!F`RZMl{{h2hmEugH5h>z1NsRuVB3sCG2T0SCxro{|c zi+wS?n(~)7V2qJxgluKYJ9i6i6%2yOoLWNPPIdvMV3cI~#Jc=RMsa zbH0J*pzLhII3?Pa6rqD~2!KMuqXSr?C5aY8eJT(^5oKW~{W2(*82v;>L&0R}q$AG) z%Ak1h=*X6wGa**Ee5EeNpTqqGx>#hi64V~2>A=e8%MSSO$b(u1OFb7l8yTlhB_w$;m0=7Lc zbuBSm?Fwtof}DZ|2ltvZGKmy@xYJOwJ^UiIcvWqN{0_#%*VUEpeejdlH}CcdxL#NvCX!~9N$9I{SjpGemt z9P6AY|B^-5NQo(5i$+c&MUGl&|$l+Z@14psA5QV(K9~l zs3yW3my%RKy%|%SA*iHzLx`ggBj2~SpQreg^YvJ? z&r^OmtgDeEp$YvbI?ATTb#>JPyQ9<3DHr!dk{-yuf_#Y?qSh0bq_(t#V9PiYT;9C{@}iH10f6? zP-&yTj+4KA7>#Sw&kmnqk3q4^B}F|uAR@|~p)zDl_r*zqL6wdq95~#zl_8^V&s&}4 z(CfC&y9ot|%J zj=9smw40Id`nR5T8xRj=P%J$0(V)^7Lysn&pECyngkrihka{>gZHn1JYOozEnScos z%O0|5j3D<%uci*96NDusVLJ}Qs{j+CYk{?;}4BR7`W^Die`wm+B7A|pP7wQw53zi6Yb8v&jniNeoQ73$z zoJkt|x$fQt;Bgaz9pCLCjhmJb*`eOSg7_z~iLDF6=bH%>{M2uaD$YaXj>C{q<=anPwaP~R~D z!Oc3p(?GpP=@I%@@gtJOFpM$LdD-!KxLWas0&Mb8U&0gk9)D5(R^M~t0?@=$ZY02I zFIQ@W=SKqHxL3Y;Q)@tn7{}rnUX#k{I~t4EJXLRA+(0pX8)3D8WWuY*h=Lro0k4#0 zp?z9S86*xu_STmJ0ivSqySf6ZhCglHFp%R})vX4)+8DXrdIUs%NeX8XO&k3{6T6|Z zB+vd)`jn=Ngo=O@*&DT}MkHBG$HY^Gt<%yv3mXl(21J-xZ~lpp8H)`r9nNt@?XXBD z9SVP;XZ;E7_xR0|j*q#3>hM4$NhORAk6%UYsInL@;7PhWYsgdsiskBB1uh6E3&sq` zQ?oH6d@pl@*fCNp4e%$(lL~cG&daq=;4)Jo;+an*f%?n<4@Nphmozu>8B;MfLrCE_ zkz6gLgrpzI(ChtkdSz)nSzuGCvcKK8@AAVdf=4tw8{ELkuBrI+!S%*S#b!B;nUcOU z1m%W-r8qM5V7d&kT(Dw$mWEnVd<*RZnbKjQB5lAqYQ}*b0}m&2wRYcQ6R07;*Ed|U zK4cYRlezE>{`8kI2gdS!n?P=K4V5(cEf{%cfF&l%)Rx+=3K<27!qMB|JfJR4ZbG=D zJm;KJp@b`oA^J_4i8%}x1_0xacZ5%e%=)ajE2xg;;>E@e)ZJ zCTC#}YWfvR*)q#W4=-6G-CV94)=dS_aRhO|cP}i2?wQxaH6bYXJbQF7XLO#we7Mo4 z2dZN5RzIfenyofAnj*{WWW&-lx?y~WMg0kqXJ06j#6|MvlDRj5noRbxOI`Pm% zc%p}|C19wSd3GK|sBPa+uFxjFw#sMqf1F(O=U3k_xmZy{Mq{fW@dHSu;PONLrhAeQ znFH60eBxPc=g;h=2{^!lGE@fWC1Kn(cjV*qpvro3;<-Uo#@pz8FsFNy53 z&tonpNIH4x)R5JO)3n_8!d!PF((Mdr4l?sBwtuA&+{BDeXqD6~^2w+yx}Sy8G-$4n zA1}tr$moelU?(j@1e#Lu5NN8@zI8R$1&6`2Os_*JPDSCYzYhE@V%lco=E>OTq(3`Q zS+$D9nvF8h+5m)3sw0LQGQ4nrD5%s9u=_5@m z3I>z^z%Lg&w4|qRqdfWA&u{asR)$+0GutriQWjqzU)VqCJPBkBlOdmpuPoTIkf_U2 zS<>Qrwu1@C5|$zPm>UgJ78N)H!Kj%4BUtqIbXXsWWCi|_P$xf?sjzriSWG-3hFfxA zBB3^t|B|oj@gJa-WnpjthCs4zdnA*!(REkV$7;X&PbyCqk9{qlS~H6;C`(F%2YXml znV?;=rW=PGn=)DF#tkIUzCO>82xb-#;dhQpqPz?=v*XGWt4h0M{ixCV%>- zwb;@P)MG$AHh0?<|3dHt#spwm&^w+1HmzstQFKjdc1vAGzKt!j%P8nmg0T_?#ky54 zkL&{NS^rOZ`%_DAf>Blt5Kms=O|pkiJlZzUw{9dwkuN(# z)N2>~~pD1;VG^qtJ34LG#s?rcNRrDG0<(oY0f+n2g! z+!LM$_z)&z4?x02x@+AHs?c1*2U5g47}gY)TbD@${uQ{Bcc#~FdkZ%@X93DM@CZxfpXRX2yW$eG1+DvcIjZ+Fl@xe zuCFsSflw>DK*1COwYITz;A^dN>&2)SJ9}ZOpw=R*i8_EO`N_X$S5;m72k>~I8ZB!U zQ^>f0?RVfC)q-A;8_`;e+BIKP=kRjz^kxdY6_0lvtpS61zv?oB`qxVbI?~Owm$OHd z7u}pNh3XTe4iZk_@v97f!o?(gZdD1BdycwLohNugxd^Z7^*MJ%w@?%;gX8TUwdq;k zQ#!P?-u2@&SfT+WS{NW;NDpBwX{#0K8fab+zBs!v#O0%+m&998Hun{!Y_TGQn`L#T zf?9#8A8!zyQ#uRUAAXUL{K$z9gqPQ=fT$cOmlt>|96Qbyd)X!!U%pVe3NvjsL7_A-D% z|HSh`Ny(T125x8i@%)=I6cc+;zv{z{4N#(X2i^u9oJ+KM$RZ{&a}uw~GfcX$!sE-s zy)p!x{gE*TEMj4fF)aE5E)k##+R3*T;ZrW-DBa1EqZZQf2^$<>-J|pgu=Bu9E-d zU;*%=Wd`~j+ssF>ZjLJL8!CF_J)k6oNX@-rzl8ky-$DuxOJMqo;B4to7p{Est^hI7SX0DwT4w=Q4|>#UMet^wOu4M2|!*^J{Z z^sPrzCO~Dzco{K1NNi^U5~{=W_YuB?2`39M5Y`;xqTS+BErKgz3+w_EA-~TSp}SD; zr6ZIjRU$-#qzGXV??LvZL^uLX@kYd*@YO9TE@ZO48~_C?oegKAaGjxl_U0zbQfxF+ zorPqFL2ww>yE46{C zbz(>_)p9?!Z$Q62F3!`j-W9dt^ec>mYIqz%oPfVfDZcuVx^Y!&goU}?&z(W_(Fn&3 zR#ZYWj3R!E29OP#$cW^t{c$Ki79#fhqDlu`a6AwF{637Ma4h3_tK3%5A#ne`7OjGS zyHL`0@@@IOIIH0sqIY&U#ifRL0~;7!4;T`>WfAW&!2CnZ1R9ptfN-;E6lZF7pcxpE z2jcdBD-1A92pRqWZW0@M)|)n#|1OQ?zul7U!3+DW5PMRz;nXv8Zn`i$?uS** z6^R#w54Mi5HHhv;%%d?XV>2@fG%=i5S;Qbv^8{54>2lM({9vXt@;CtY@B@R|u*f1F z5)tQyK_ee=d&HE}O~qgko`BTKf>Hb*ELjWHF+4P18r6#9SE(N9-lH*TlG;;{Fi73@ zIL6DUpl01xaH|xSODIl^G}>fu9?WSt$8(ug?hyy_vZgYOVgVWV@dFf-!L#S;s>gSr zaaHz87lcpg8Y<}P+H^O07gbd;Yqj>*r9@^Sx4PoELxBS=SpcZ{zlh3t5D%KkME`S? z?4VEd)u^e^?fI`?zkco7Z;b|`@hxBl6+Cq#dk$<=^IsQWQfvtfDlSd*Pf}KENdck? zXxte#0c%tQ6auL4K{OaMu@&d3RP7Y=Hd{gWj}lPsj;Q)CK_X2%vvmzBl%DQmYh=h^ z^pqGU)W|q1&I9&1IE9Fq#=%_{GKtVoP&Gyky=YtGFheOlT>U>IuxXTNJuvykgaksM zRFpu)o+upH8a}Q=eS6M1ZCG6(@2P#mY{8W(zo~Yuc`Ivo+(&iIM9`6UA9XzYM%BU} zch)>vTZhwwTzLHO;W=hk3>w82-`!)7l-ci#|CH{e%Kl6q4!?spC`Xev5Qyt1Sou`1 z5wvCD%qUoiULw0ak$B1CUTH)@ObiIrq@O zaN3!3&>qac5=k<@1#-C|1YWG#Hw8L_5C*RRkcv4g$+i^0M<3U6qH4fCWYA8%q^R;Q zZ>c4G?K5|46OMU?-SrD!-PTP`G(XqjNji>GXvKg0wTau?^P8Xe^`+h3k+>smYw#En{)ckE_yaq`v3Wi~y-JOFbY z#AgpJ#*~pg!$8J*xkg~^kKB29*p|-X*yL6G;SR4VCIWyW3R9;r_D6+3~ zRkVa;M3`n$Hcf8g?wpNC&RDdd;hUSo|4$97DMs@UQA#Qdl~pSzy3 zQyNG)y^|WL;>a`mldra4OaEeFuzTgELODA8W8eIrr!o@dQ{%U5%g#}%ZGKqPvxz5P z?cop0f%|}{d(m!C9t*+m#6?H<8*R>baEknF!cHBm?<$c~`LVV`Uson1nPRF3_hEIL zLSnSnSU*^dM%6*>5q5TD4Wt^~@fFUU1G%ci#68hx@BYd8%gY}wj*$?iX$wRMch$#- zm(V0A(;U`N5?~9b#vcIbCapP>XkP5(;C=a5?(Go6>1mQabarqnfT~O&cSkPUt_+c& zUWZqYf_8$}R(U!;p+xfOs3Jga78W{nh=UY|7u7+2{LVp9kPT36m|3tQLTbBiLI32H zv!>UYRQ8@<(|U<-w_B|XGfWz~I#|4nMr~w_dFbo>d^6U}SmmZBVjee5-+p8En>TM_ zK3rWw1$f+Qu=lq+p2JEhqPjkTK)W5 zyT_}t-z~l2zr>dT#&?cNN!MwX8|N{;+HAi6jK{0KCJbJCvMPqZRC}9zSk@zWz`~E} z7QPoxSmU&0m;Pe8c?M1A1960ma^y;goGnWIsGjXM(ySpw@7}JZZ%f>eKXVfYCb4pw zl!JYbhPhkZ_Zy8^`lLSvWM>mBCMQ5?M0G^me+q*Y{K`!CnVItecBewojDhq; zGcm#Q{M6~`hCF@~?{3=vb$;l-ZuApY6S$a%P#C5_whi+>KW!}5(Zk3eu3OfrCFuV9}^gbYxI8Lc6C^K{qX8iarh?~!6hqqsm)E@2! z)F=MD7S^?_Z@%x<<#K8w_xtkccM=24*PJN*+VhF^=N%&tPM50%K6JCkjv1inH2Sig zolPA(b4{bLdQTVl1aDFCw;{Rg5O?B-6~4Z{9$9(|Ga;i-%BkLcYg8Q1PB(nuEcYiP z$g*OxZu0r5`Ri++oRIqY3wAVLJrH}fRhoORVE4F9#U9n_jI25FL`AK%w^eW|4!Z_5 zZ|E#_PFmFbzs|{tzqNBxxV`x=mU$}V-^Z&=k24a`Axg6R(2MJaCf$Ad-U`4Lx&$?_ zA4*7hLI~i1ivu!tG(G!;)32ucPL*;D>OJ-=aTiHZI1U6*z<#R;X1XOqt>Z>SUoZ6> z!b^c4z!Y27#qET+!G%B9>etjnu7Y(j&^4wbvTg$HBsn2+pc>yRs=1}q{MJ?e<9 z20+eQd|V!mw$Ezk*Ru5dY~!?f&pti*YD;zD?TU@ri=8{iq1cdkDN38Jt~tlY?6`ON z^ViD~@IA}zWa9I04ru<}r`LcdXa{{Cz(dgD?3L|`?zqrHTxv+ybU z9>%o_I2Z|N0%fh;jZa8m)8ZqB_h{ELT(^W}6Th#3#Kc!GPjy3vCmIfw5D6d8OFd7j zP=cLbw{yy>4skk1qL7Q_QKah2ZEC@|%DCF;7+BMIIv#1Kqpx;4-a(qzge)`Vg-TMz z9r`Bz`Abpp`~0QqfcdIFM;Xn|_^R3#7ro3(+wScMeiYg!e-caY&6;qVY|Da%RKJ<*0Zi;gVG8aG@&;HfMiP#zCC?+ z_YbEY`YCx38&03HefT01Fne|=UP|$R!GXAjm)UPk;Qs%0N+!BL@f$rT&v8GD=oYBi z-4A24BQQgb*uDC=oHdOVSW_~s6`&`VQZss#@dlbi5U^}+l3gx)^M>SJ;|^leBi1W1 z*Js$i`64i|0e#PRj=G=A9iBl**b+h(h9My#&U#cee zoswZxc&lStFTw8C3@+62&y-vnzn6MqSn^XcjW{#?%VQ~3 z%07BU_=2u0i-zYyLZZzY4mKWy4;}xKN-3m@x#htT4j>K-0fbadn!-ueV4zQ=eL(`$^ zFFf`fVVTFQ%8mX>aPpu%L;#j(aI9h>&70m8^030M82av#LGRSOW8K3h1Hkem#4%Hz zjl-ql54Ml)85YhLqUM-A%}T}>0v(`R93*(p2T42iP3A&DuS z8FRS&{Z>S9k?Z}_Q=KR~?D?eI(S-W9K*4E15~2AWq(DS(N1g}+i~#Q!VI`bR=%oAFFKiC4D0Dk0KxEl~E;gTwSQX7bm(wZqZ-V%XO-pxEUDKgaYe`2l z?4=aS67m>)`K!*R3LxgRTd&|=ucz{9`txb%YN$!-{+PVP*FVF^_QjrSZ)VG5ObeX0 zFu2!Rx|y&JwiC!QQzEMSbmdq);aE`MHN5kWYl<#>2$8T=L#yes+(Ta{wu2_1@iOs< zW2+G(l~^@PAt&n=Q2;YyEl&mPUlRHoh=vCZj2s`xW^Q;OER$K{_GnVVK6r_$Tk;&; z)86etsb_BhunG8IfqD?UrAr!SJx#YVoQi(k`KhvlPrfS~ZfFe(<;a=*r#MN$N=MV2 z)XmH+IA*yq`v)Mk!^zpD%)c38UZqEpTSIo>W3)M7mHY4ux#nKs$1Tw;;ri|z2{?*w zP4WGP<0e!0s%SOyMqRs&vUtS(uqv%Kv4P+rs~n|PMW8V;hYCgLCf0D|<`w!B4F>}7 zD1wfS#Uqw0eHR-h`%4k@c-3FhWZr3^VBzTK9-Pv-78ApnRs+C(>Hr4DM@|-Wi^11Q zs!vh$mCXuS$0md+YR< z-oCyc=2ja58w>}8!pCN{2c~yNpON-TkdPzSwYIl0hsXg@ZLgL?PNX#!t%n`&bbXuS zGn2mrn%r5F{&ki4!jDdmqnAL1M)4^;e*rxOD$XvBS_UZ4{9K5n{|~UCpwNfV0T&$s z_6#8rM?a-=@23Ma|DJ@3pfl`jZLNQd*;jbC;=saOP5jBhNfG$M7ePbJSCwTqpL-bu zrjYeY>&M0+H3RKD>i?=;R@k~0>eX}k>V9h+3X%E;*23=6~8)`ASGqO-lUsgJ&{`Z#V=(J>DG1rQ?%1-b}F?l09-u7$M+ zMg-w@Hy}iCP5L}!a!jcWJ8a0j1Z&^=pirl0Mq8hqOx@1yV3p!o}g_ zw6rvEJq#)VqfgDph(Ghqo65kbVZ^KttXUlonR#uc)iSrK*WP4~B?OQx5@uwz2O0*G zv9JCiET`hr0F(89k2zXYykT%w`}F>6PB?7p_2c3bX>U8!8OyuhuhsSMhU^g7l=Ca@ zY{6*uMMF1LP^bMnhuFiQp%2Ao3tQ@u-P^fsuxF#-oPOb;1G;r)t!{gcxLHzybZ5%@ z@peoK-DAZg;s4lU(JHOvORe!NdZilAj#S@b z7Xon`>A@lTOwclEg!u1tJUgTJ)4N&k;3e0rtKe6V;3;!yf9AT!nq?JJ8SsC_#k-?D zX332PnUz>gj)p8PWVm*VNd5!P#j4#Mu5G6hhUI1B>>dXmR_Jq~RhsQ}L3)??7O9f{ z!(hFPyXitvw=Rqn-nf9x`taeOGijrfzel60)gz}dM`;x&7fNU z-0q@(KrIchSXHDdMBb^^l6uTix7*`ia=Uxnx!U-K6JhaLm<{=kqv}eZbdGZ~0m`B{ zs|trM1I9m^BcaMLp@iNMt=7^h*8=gIbcsYXlpNtTqC4Bb*oy;kR!S8@x@D-Y>;6kIX1Gcz_+b@NBR85dEW9%=&VYSG3s@ick}ZIh59wyJvyN z3a+}EYMTw)^9$cevn^4t($G~y6q?E}r*q|6(emMH)L%`-hGDfP9bcC{va*NCUJCnj`;FSmc6{f+R$l zttwVe(JxwpADg1z5L87J8aV<)Lcr0d{*%fh(ZNGb!x|>Nm>ECFWF^r?_ zyulQUeIL$j*PH70DLt#NFHzzmE55~pPf1vT+{B)BU>@YmXEb-T(gX9@X71)Nx6n!J z>c@&d2vbnM(NynZ*BBqMQ+Y(GQlsg(2|t&2WhO(w$h(g<>IskR2^1@j>zivOyL%(} zOjBVUzVToLcAbP9i)GRI%!3qz!$t(%Z1y9(btO{h!;z)%T5(XJ`c?&~_;bhJEZ!p! zRhoXflo*S|0212#Q+8MD$SR_VXfOmKjA#GZ0MJk(rmc4^dM1 z<)VjU^6TRq>GH&dui*5MuFrSuCoN^8DvfUwS@Q$!;riKH*G0HVNKx&XKh4Mi1 z=LzP_`17&|is>qUY#L#c9UIIrm|KQ^9*v(T4KojFl~xI+72Z|d*G6V4vw)#Lb$`ja z96rU>UADOB5X6`rd`w1=3UAT`spypn^d8z{xVe!JJx2&CNbd%Yi4P4_#-_KCMf;7$ zO9O29uCp5iX7$!UwNn#SvHgJ=b_29t{2fl(a7Jj04gLL8J+&aLeHP=_Hj@@<31ss-+W>++Kp5G!(UEfll*U}C?UJ#~rU^M;kD1XIQ~(-Xlgo%&UR06Nl8=*k8>`)Ns~n}WKlEe+C=(Fi~QF2++02%FUytcsGMsL3hzBE) z^qMiWrg)M_Qit?Bv7DLK*5bIwa^8;mk5PGba4)*4A)xXZBmr?QX5V7)RJk%{nrZeU(j9w zyXo^~2zg}E>2@0avdnDL^6(*_hkw$aZ9Y;php+Tv_}owJ6{pl?5}}QX1ri#GBZ9Ip>v+r zjomRnGXCn?(LLL5Y!;M1zaK6M(rA>YyUs2Az>FG2p~CAWxqg5l$84GAhN3n$Dq@3N1+=-k4VVzSh!e zOk-N@pfMeeY|+xHnWWXhL4G}MeN?^uNbd!(=&LgC&2j@rc5g9+c1oN#mWAJ|;GJUV z-=BB8L!7MGMe*5C>*?GAt0c)1a<}Lvv4Ukb#n{C@H=<*Iip>ckk5JAK^4vLUcZ&Y`D@tg-3_9RTY1bNP?%Rq(RpzAbqk+7;8)Bi2Mu1$1KIKSk9uonJQ%15}}?3Y_S-*%W4c!_T0w$ zXxcN46msOUMham8?jIr)(^UzuEqqLS@oT}!s=4P*N@RQv`cgAuBMUzrVLNW}Tdao3 z1#k8TIEK_xc)|e?v-hnsy&3l-nZh@)p|Sy&;}PA#3vFn)6)|PLWc188uZozP;m-B4 zaN$|g@?p6Qq2eBB@pZS>w_MlI8!6O=bCV3S@Yab9oB$P5(BAmlqtMy z6Th}WzmQrmr)aiqv76r!4~ae z%>H_5w75N<5rY<5dl^g&JwQn#RtywD4Y*y9E9&br0C+gWkJHPpusVpkGF;Zl3m+X_ zH3y#kZWN9p2v=<;sOYuy=?c@U+s+<>M@t(SGeAfSgkP{j3Nq1#`1r;Ueuq&@1Nw%5 z5l(f(T0;Wi+2-F*hq81DB$Ap7qI1gB!^t#pKoSn8($c(T;V#|+)HbB@+jMhapR8Uft!{Ye(yXAAdV_Vtk9`e|q)^30vBtG`3kt z*l&~i1jl+C^~wFrO~)4Z(4z_OkKPvHc;045M5oDpnupSVE_JiYFp_pitbY42cR5%1V~a`<>7k)Ul{{JYJR zt{X~uS1yJ22s3j{$3sT+IAjtO`+P{-X_teI-IAiC{}PC@?}f7G2?@I69&N@sI@p`* zSd#g$w*HHe0G}xyFqoKb-CppUGH5X&8^*c^$Rxc zWtWife(uRRmb>_bDTM z->k`U=AA9|Fa7z0(wi@f z_k6nzE#3OH+B?*&Rc~I-?XP3Kot$3&efd2s5?EIh?&#oB_;xll&3zFaf_OKv&#QFf zFpwSAwwaE(+OGl2Ta<2ZW>glLXfL8IQ3=pXxfEg&6|`joZ)BtKd82U!I338u(WZ>nJ;j4OdT?f;4?||R-0ggG zn9t*ld|bSRkv1mS)7yKN(|3Ze%3}f9GkwcGdk7@_fZA8GVz;6qF~W>i(J)dzQ`V_1 zRo4bStq|~>rFd*ytm}P{11c7hcS82X zC+UIE;Df_l%}1}9GU7zXo<$uBTrzi8U5oTwHF$JNKi-Fb>Cq2LV_Wy!``fAV17Dr} z>}0>3mPucE7BtB@>&o>oZaPWd!9h!%oZ@T)Gftg4 zSUz&glF-d(eq6E3)YajjN70!jRxuaG8-)+~)@o4a%}k4d+`cjPDu|CTz00wad&FD$ zOU}1!aiJHBa0KTa(pJvKABF&=1zdj&@<%A?_cqVIRqt)5TAgxxTn9{ z#9ZeT!0!3b-Xi{4Z=y?lL~PPNTq7g1i(b=tWiE?bZ&3lkJA_}%tjvtaVq^Ys1 z<=%|ShLVQbK$|l8!#*xMPyq~U`*DfE)c#RwqQ^Y@>VFN-ay}94t;M$VXm`j>?vVTVb)(foJ?*Qv3g+EG0|)YGaxUindEvqZxl65s_Nk}(@zBuJ#2rYJ518(SiOqAlaABI06ZTsjCaF=a zMOm!l`|)kF#~oYI)w+BVrWibz@GFKl55G8X9=;+10Yg25lBDaQdre)97DJh;ud~S= z!F2|Z(}mwi=|R%4xStm_xSnlGk{DA4vq->+TvEHzB3x(>}>o*nRDl%1UJ5_#M5>dgM!UZGTr;YI4 zt-YlN$KRZX@xMOt?ELoZ4b|H|HSTE>RJ{oIfpbHf8jt@ep*6`dcaD=&=${lh`j3sQ zCh>mAg~O+HbZy(`6Q^X;?T>3SLT_MevH&G-nWgBVI|OA^R!;UP+8;554^k1PeyV4M z|CG|B=1-HhM_dV&m~_^3^{Q37_BY|zlFy$`_Up=D0qW$Uf$3{R+1OW-Mb`IxlFkee77epd#kqU5zbQRhvMm`BXn-c6@Qq(4lG9mHu0>72h zMi|DtGkVh3-i7up!v6FO2x-4Ul?jHe`bptcll6VSF&@#H3O-E+Zh^BJ??ZQiSjhR4IzDIw(HW!8#P1`maYU%aOKfAc25p;ZalP{(|; z>Qmzan;`X)s1jyDf{5?(jq$GiR(xZZ!fBV8CB3&*k~|07BDl8&&!8Re|C^Q;eJL`& zF?O)9Ssrc?zu1(DJS{Pg*Q8=gKuI$WH)ZBtC{s>OM!)5w`F#O1)pcy#S<}AvW2p$} z>q`t>eO!D;_e@KyCCm+J3mEs6zl{_ur8f-{V{(cBzxFI19`lz^4-$pMxdoP;^%qtS zk2zz?&w$)$gjcVto@>>G=+rJ~-zrGg_Q*Mi824kF44Y;hcdGbgT9sv-P&daVX1C|nNFI<@BqU!~ z6=hiQ?_&Fw-n>q80e2QPB-ak=Q0L{Oy2 z8sT8k#LnUy-UR_(8)Yw&bW()Q*k6lJbPdqdphc1=?$Tr;|}hk^~FJq^Ky?w%Y}_ zBvW%8m73ewxQ)hkgF3g7S&6A!Q2ikjj@OX363kirW(X)amGJ(S4JIrhlk~_H!aUx` z#i12%{J>>@>p!p9Rejq~64>zK zAyBbJU)&chr~zC`3_3>#b!syzL2u+b*mt;j{GH&*?Rv+?9FqWH+l_1gD0S7YexpN# zjumquAz^6J^_4XHV&qEmp~`OV;J+MN^^vGe70xtV0u(>HOs-nj4L_8p#(IDFs5XNY zDII!l`5)!(ocQBdYLJwa`CA!PG3**7XraGyU`vi~fx}i^e&P=1lW8-E! zP4qH_ruRZz`}gtU>~-g%y-1;=9Wr~zr!L{bHGJ~XKmAm#zs9VzYvWs!-fu%y=3=Wk#fu2Zj z5&sD_VL&%Y(;L!0lNe@HwqL53oQrOhEHN=L2?-;<-J6=YJjprq^P_Wujp6)K00$Y5 zcPZ=>yx8=0#^AlCd-p|z(}6<2E=r+(@wSMUhg#?pP!czZSL!F~$Zi4kbu}1S#6&we zIkD7!Je`h{({~j99!0?Jh5*~P*_`ehDffSpH*s^yoYu>G@Xc3p&o{N-pO9d>mue#+ zVb_)i&re0)kG=5oimouWW0UyBb{mY@`YENMZdvo*V^{#roKhMe9sL$II`VY|q&_&a zi#>uy&M_rY#8)kWxqB2DEidj+Fzvc3j}m`VJ;#U3w4?l%c9c846FZSmKTbNr!y#cF z>Mc<1zM+#-@*GRM0xq#D;dn_X7AbB?2?^tk-nlRjaf-4toJi+sP@Lk17&AkD~Rp zui($31UmWdF%>*qwBXUx`jC8^wJ&O(FSjnQy_Mg2^F*UQVeD3!^s0C8_gs8=wF&-TdCqiZL(JMatg06IT~VBUte4K;fEjg36@4d z;zZeEQ@aPTnd@r2Y-v8lwMmptCo6x}icW9sM0bYe53zfr@sd!tPYYjOxbU{UbsNrh z_ItUXwf8FMn(Prn6}iDU-!cp?p-ubje@#N`SXq1dZ+frtk${1AS=6$-FetxnnL8(J z#I6f&Zfoe}NA9MOptN}X(!HQdd(va=!^kXWdbF}@a=I$JlEclnE`e!Ya`WaDpMe&^ ze++v&h&rFQOi`+8$4NtjDJE(Bic$hfa1#a4FbRro@;7n6d2d<;p0SQ|&MuluMnU`J z;=v9RS(LoV(^I+$u)*(B$9VmBS~|38e8k#u_HU=oapt!Yl2c83-D;f`+|0;#E0q;d zt9-5G?>Dv$&uy^@aV#-p4?#+N&*a=<)B4JW`pWXcBLO9MNAV24sx46eX4xKBi>Wpp zY>QxF?%JP-mRJg$xQj9Sw|AP9bUi;m%Sdo3j!Fb0tCs<*xssna^*tEM&)DneP?Ta3 zpIA;slDYm3I*~9*ECh<6gakJ-r7&3R3F4|N<6JE^%~=1Yb#F4^TgJ3a*>C1gS$uxG zXNAr1tcZDcdWgVEdaUa!JG-vjfJ3-!d? z%(@!vePs3Esm>h>#%yf8|Bu@@%V+)8scT}l(x7*Oz1#J^={rK}sL1VZAUMo*0xdhY zktL$IuFbS)@hc@?VP?J0$lZ#FELigGjK(VCqH1z&-#KUMDu~xv(+f0S`&US&lm9>0 zvU7KP)T?Aui~IHUW8?J)c@gG8&w}m^X=@QL*OmL>QW#M4>^^VMW_cZt*)*C$j5awT zLDhX-n!HC}^+$>aO?P}orEHWijBh-@Dmqpgp{)Epe^}PDE zlMh)NASFE^AvJO1;=fZ9B?h18>Q>-97KYiI{I=UY8$&`|vV=aKD;Z^fD}sP)D1Zl7 z+sCDWHqvU6^#F5vlpu;hk9oS`W(Q{$ICnsHu@3+zK4NrgW@aV@0a=7xMRyj zC93m!PU|r*-cT`N!DW@&49goI>=V-v`cj(W?vy;AfM3#~ zMepM>>mnSbBmXVm(ZQoAa;7BA!3#5_4-P!JOhQ}gW9aOp(eN(NNrav4^bY1!%E;Eyfxp8o)4PVoM=%9BFw0@n zQkv!ScGR}2^rWssbYnV+7#`p0^lB}LX1Zx7v4?gN7bYpNBz>!bhbxZEl&;(`Ql8uD z=B17IbQDVaa32?0oeJVcQ`&vQM}!*iRhZs`<9{8qOslQd=g0x5TS>%`N^>0C5PF8x zM6mXi!$Ek@0US!eqSbjj`(He;)I@gyMXfQF7$rd|xw zcRKUsybAD>A4k*M)^JI?#J!G6Z_s@a;gQ&yi6h7hYyo%&jojc)s~!o&ohJ!CS8WIX1&s+rz|Xjvv+YXfYTs1xPC!e0TkVgFLk z>5_U*E#)~4Db;1UeB$&MfR|emt#O`BNeKd`*Z4t7vTilNs3Wy~t%(Ho>g#rt)1Vk! z2+{NS@XbcN45|Hx3m`4!N31OJDIWIrxy14tDJ_g$kDCN>u&(`0oRcQv6NfGv81pkS zklq?3K%NxmrEe+j-qqO7-d^y#<4!Llm^8=sG6k4%4pig7P#i@}e1WF)}G<4sj z&-GFZ{8Z^rk>7e8?Fg`IwjF38_>wf&Y>(90n{p<7UCpPS>dVj7GR6JJDpT}2`tJUp zTa_&+Sg`Y0KmOtSJI8ST{vkTl{!1TCwNOS8XepEMgpt-GM4(SsNV)b?vtc}Yu~ch_V^Fmsu5t<@}gM%z^? zU#17A4_OA7a`%%V-@H|};489c)qdlO?e7G)YH3_CN=v-sLO&lH7e&0dV1paIW9ys2 z>K_-pu~g5bi)z3a^a!{j)XihkD{L8WB$JD`dzV?B%g+iS8-l!@r>6Tu3UV66g_-M_ zviSw8cv;$Aj>8S@I5?}4!WG-|y(mmRDfH>SqIvI7on6*@Jb{3cKvF5Q7K?akKKosl zAE%Qm>m|U`M~+5K#yLE!sA%`k_fFE@ew=&%sn>z{Ed3Xs-{o0Rc0-j7wwqPGa54TX zi(#if2p+Y(#p0|c!7=P!q@WaB{=>!U?|9o5%4b`kBNGTT$@t{TUSoKHdi-R$DNcpS znDEGVY|P#;cB>OJzY9Ffq?VqZt?1s^-Rhz=Lz~j;p>Qw>9Q*#C1 zQ^=pu&=G~FOKi=9E^oSZm4q*OAvth#F68!)!%xMLCFGE4Cbln0h|>c3x6JNEy4 z#XRl2pHi=Qedl+k{!se1S>rpb;N^W4^NR`%r=ou8w7>hNOx}npQnvprkSpDu4IeV! za%;Y2urUE)Uj$7Bv!+P-)!FZH!aa(#tTdG(O)G{ z-2Hm9aFT-D*w=pwn$`3@;;U`jkEJFe64Aa+)DS1X<=PjE`laLkm95Iw-<-bl7&u2O z?G>JV@{I*pdery4JM9E-II+p|@~6iAx{o{As=Ev;G<=o+J;LA>nH6FFbT%);mcKnt zq&xysBM_P}RMZ@REnKWgE`{4y?%J@_s89Thm*s^Sm6v~txRmnb;TO_(G^Ib#PZi&z zn=?-Es3exi-C8$9qC$wgOPPMqOI{CIYU)Ih_EW<9K!K5fQRqa_BYyqM(c)4~;Lv{~YMyc!dDl3ASTi7*qSXHd@teE`MqSkM(?p!)( z?ngU4LG%|MYkYkv^7`Iga;7!436}YTegp(WXd!^1ut~4EnE7F*k6FgqcW_|HjrG z>Yb6()jMj+LBr9DyKQlB#V!z#{VT@*f9$>aKh_@Bu@py*EF~(*(&!kD zwMa#wlAWUL`^-?Ns6#}SAxkPLdnBSVCHtB!(u8CiiL!m4_v@JV`|}@se|gX2F&)Qp zpZj&)*Ydos`@XLy=O)x##rgyg6A6(elEw0!I6Tf%PIEIPf7H`4*h*OxnnGM9m0uJ* z$pV|S0A^5`5hM zON!vLM2Q7k)0*NpR%`(-`4~F}_)at@(}vO*J+r0S}h-f8G_Zt0Um%@jS0sc=SrZW7F% z`VTVoGNqlUlEfUwh8@8*i?4r0ctRU3R7s2wrV+Mu8g3c2=dtALIZ4C$W(W49&$B08 z!Jf1ad(!*ZlctimSR~Duw8`d<>v%`B*}X_7}l3Ey>?+w&)tL>VUkaP)h{PRqA0h_{7O25wO!!zTMZ zS7eT&PDh$;s9u-5s*5cEO>xJTQzU_}o;4<(vPb9zvJjj#pt4NK6n2(&v3kSG^1qf* zu*QZBYf!%-kvxL!Bkb62P@FBh7HXw$Cy{t28ZiBzW&O>b*+a@R&#l3ZQBN4@bFvIh z&+zKwO#m5GMtN_0Uq=|OY3^LH>G|vhw$wHe1$(g!=Tb4jJ|0vb#o4J&5z6v_W(zqp z^FMEG$M)7j?UdkJPO%enw!|L(PQ_bu_<{0i)dH3C?CAR5h;2R-1O>g|CWy#?YIDG$ zmfYwGpB=Cz)CRu#07c>K<&sG|Dau_9J|^yJ___U&mI+|@eJjdK<|Z;94q}gxI)&E2 zNw#l@w(+yI4b@u$0esj>hw3c_eTu0UHzg`OV#fl4+aEBk#WoEjx|EO2HKHcQ&7)z9 zvp!_A2nPY&Rua4E>BwcP70J8VC4!5{4zT;Jzg#(ptwe2X3^L!w7KtS#66`h-AX>DC za*Fd51W^x|zJGLes^EbF9{Z)I+c;3%w-G<-NH^V}zUlN?%T1@rDfWVvd_HM;Z2hNQ zb9~Ou!gz&W5b&+9i83H-G}Ix08@~8qgKohoEgU4-cJh%}Y>}>4&mX&cl(UK*p926X zq<1gc)S;gG2e-9*8t3HVg-^9v_*8r9Q%TBv%$j@|TV(lj&mSi~^g^V5Xf{NGwsnA; zz353t91*ExpiaELgF5cu_#9_b zs>q|^Y|6K?rFLaLa@3=BOc*?0DpwHp8$NLKA@A^Ic#Qr2j>0g@9F*0&La2d-EA$Jx z;c}1K6Cq8az)xh=6%t2{TS1LGdGrgJ`?NeYJUNR*9$^)E1TXc1gwsoVk`{ALKFrvB z(is7`J&R9zKh8m5>#^H6BgOF@X7BKhGpcjVuunUAsVpOcJI{;HZ!frdiO1hjrG}dBq%M2*!$Zc)*CVWxLTtgYJZj;KO{ldv zNaQst&0g%Thtva%G_fDRl@h*J=E4JLkq79KAP;c)*MbCF_5*}IU_ZbK=o22`&t$sd z=HMH2vZsaj)x|D9_hg+Y<3PqH*vftm7xr_6v!5fQoqCS=FYM=tqn=|Md5*9EN0s*F zWok$wOpgCr&`&FSGI?73q$|B+`Vo6<9%}4j_6vTv?PQ)9ez;b;9Usi&)swZmr|WXD z<2$IT&!OiQas`vWE{&=ieZG2l>4VLR|Io^cjU+hr$fm54(Q-Y7HAGH$sV?63a}P5= zz^iCaSvXnO@VL=rNd6)9(&3f0K0aq_M|&=LiS^PuGD_dn(Vp_hwz|==)x$5@^62_& zUBDISrdMWUnT2{;v6@y-7R($~bm=0ojuScL1wV8xvp9htQWC)r*Gr#RJ1o^kB+^GD z{o9{jSB^MtTq(S+$FzQVnE~pMKR^CsG=gYie#&UFXb%*UymU{DZB8!k5Y7nW$ji<(Jh9 zjHOc+h-7~g0(laqO(bE$vraMir%8XuOuMB$8}R`jOo zAXi|fwY28fKc`pq_y(>EumV)dJV%X=a_))cHBR)7LFxr>+c|5TwBV3=<9j0=NoXM> zXR=@Lc86j`4Bk>N)joP;R4@?ez_BOywsNnC)p=xTN!RWw3}n^KH8r;6N+nAm3DJ-@*EI#($gth ze5&E#T~&+Et&xlyS1bIuwWmIOoDf?lvTlv=dt=p$U6*VN^Jw`rbhH z(o@-bi80E?*41f;bcCg7w|%&pzILfzd=_Bqd7h(Ha(mN9hPCdId#{5Z#Rn>l>Lz+V zds7zfnRZCY%!1?Yh{N4fJ8r!}>g9lsu&4v%5#a*Y?<`rNqQ?@;rXDw@ds;%`v0acl!fBf8Wks>Pk)ZQBi(k%tI+! zJ2ln7P9M&uukRK;ilb)S+Q}Zc{W}>EKO_^!56Qr%-43U3-KMI<|LyJmK-=l<++kmJ z6WgA>Swu$s@lZ;!x&4q&3%@@Zaq?Z6IrV}c>LvbAHgQC}$iZ^)@)xX;( zhEgy1X@Y9lzjdmD)XSpLBhLba{wWSrpk9`Cr!!L2okSXWZwkE(9@XIg*0euRXyCr& z%!fGDu&;*v{#&1}RBFx*G%F@AOaI~$Rt=kYSC*+9AT*ebw-|Jy4sQd62Jhgl8Qyl4 zWn%0>NSf>Lz~flXk`T?Xe;BPHfwSLq6Dy{-4}L5*=pTbbYIE`vrB0r3|GBLUBijh8 zo|v-lIcUwDAVt%e=4&fc=T5-4tU0XPqH6iOPE4(7EA!$$(2!KmAIo{zhFdp4@VNZy z5kAkSnOV9Jw$R9ZNm|W_gEeJ;eI|YW=Epb(|np@$=#f#+Z1+FL#LhU`Rl2HwS<|4V6NM8hkr2ijzI_O{VmN- zUO%^0=PvEGz|ei!E*%(p97AVe=L->o^^jm%WrJ{Jc4bK4iNHCUF&&%C~QaKHdu?}FG=-lFC@+K-i*J#Ht{rn=->MT zW5x`RmUoFaUL}J+%ul>@@`R4p&$fR<+KxV)yFX?(G^~s|R&jL36i;)YG^bf|~wK<%=MK_@DOwR_Wo0`wf_u^lZpmdJfU6)Lob0_wE z&4PJXd_351;ghEvVA_ls%Y5haG!o9xON^SR!!JI=cfAI+`Yj*}f$+OuvtobQUM#t- zEIZq=u}j?f3>mGX>ymC2=2zgu85dK-@8A1P+}RdS8`>UKo9=O*L;l?1fkt^=)6l>M zc(6O)U{MC+dz?G)*=e5+_80i%(PCrt5_`Yl18tuLgtmKem!=16R#XK)S|%AA@3vep z5W?tA=(-eIp1YJb|8g3$g7)k{1$R=3C>roZZ?7dP#5kmlvG;79KzyUn09=e=((r4>QB zgjwOJhGX|rgS)5UeM&ES{%qTZ zxz!9DylVs7b=OT$)qysZUi`7fwhf;XZ*asmW^K=?(SgNX;t-m@`M-Od9XKHF)o|8C z>Ob(?GT+z0?U%{~Yw89xn4_cc!hZ+CCI9=9Mzdxu{ogk_S^xX>Urhf0eIxgJ(f_>h z-)i(fU(;&o-2eL~=IsA{2qlgG6W4-L{GWC$2;%?jWI+)B=T;U3@&CIQ_TTz~A;d`w zWnTT~2Ce(ni$HHNn*7$faH~cBqV+sFQg~Bdn-aM8EQiYrhR*l_+Gy;V2dN%(gd?ZK z)bE;jpOlvBv6bfj+w7r+RDPOb+UdJCQT(C)OJ`KhB+d5xj$kL#JU6OAdsI|VJ2!e0 z@9P@oMzv{=vVE=nv=RF{cjl-_O9}9E2L-PRT!uh;=E1?98wjigwTbxsze4*54!Lio z-Axo$;4?sc-Ee8u%alMRtDYq<85PeLbCjyQJYMl!l)MIp{+YRiHqWOdxU6OgO=7mz z>6S5qczLZ;LC&M|lCeRz`U^ZZ)6%xSQaC5X1xUaxxYvxl#)savTI6`7~7r<&d|Xtxb<6uw%7U@9=(?iIT~*4wu2Y`m_; zUGu7pHz+v%`m#1*nYy+A9-ysKyE+k|SU(r^IQ}|5;g=7pdVe2l6Lw16_E7>rw60<8 zzuMEHo}Q}lT&2JFUyiSBY!jZXT^mDS=+3VJ(iyWdE0hwoxOK7}YtJNgdi-^eckNL1 zVjy6d=3&M9#GuEneK!Dr3u=eGQx5X3Z;Q)ZawQ{5Q!<+@qJTP&m)22nG zbGXe0vyY@uWzFhOQUT-ic|Mg%I^x<2@&YUY+gYqj578T@- zev}l5yk)&#sK4MPqkZfE&GhKiT){Bsjx!I2FzOBo=^R0`0jzsouLSasx&~K_dL=%u zH=6eJuCMiegTaD{gYD1()8?Hyaaw}~D-X6m$r%lh6bQLx%`Md5_=0f)bB#BDU4dPLpo=v*+Aoqz`SmZ>RZ>quh;-3%XWQTg#8-PhCmISrzAi-T<#%8P+dd85&uFyvFA@w3VdQuC4X_rG@E)<16I;DnBp;!%|& z?;G)Fr|&+~8k}m4zHqZ|(YfuaA`te^A{G3FfU;YWf)csHi`EYt52V z60?VN47iI1FWW+Zd9o{-oNWXp+F2rHu8|f@))7OC{Y+MNcJ{ga+cO*f+A6gq*a7gFb8vm-Kv>3&; zG1LRo>>GKSkI_rxoUQh32;pP>3cUcJ+QBZr%5K4HdD9rNJWZE#DZB|ZycOx8~S$P3C_S(?rOJ^ zC^p?8f|F_SeOF$7`1EOO&Ba-XcHYF!6$f2T8c*E}wBje9KALqVNdd;c;r^2a;OM zjH41d4a0A~f5*xA{QP{Jns{;&w-EX~p5c=8yHHN0^wW1kwYdGxLaq#+e-E@GPW-93 z+VRbq2g^L@U&1yF{wl;JZ{d`L*iYDa0u+DAQ~y#5KL+Roh$4 z0^uh*GhlZ8`nI>n7U`;g&55=uo4XRfXI#7Vb^ql(w~brIv_9?~nL$0DYywcg#McqciVN!HlLJxQNxI^Zb604-8j$0qm{<@hb z0Krx1@5LMyQm;I(tCu0T3Vpl*q_W=gdM18GUX}>t_YeFU&xPRXdEIJJsIkh|ztRH{ zT$QYCIVv1BcmmqV>70;&xkXhHke}i5UBMqlMlGRinGHwdHPETb&nW^ z!RR+yage7lM>jg~(+kFJkIf`3%knG{xWBBzfI#L2jzSi04O9k$qw$3KvbuH=~b}eFsB;CDtuVs+1-r43F zv+TDqFSxokpUZbZ^T&i5T*$vqsjclw``+u_Z&NB-0Z@ zNydB)C7JSdY{`VPB_qL>j0Po{@+P)q&Qg-`(_|&L55>pD;i?Xw8jGHJjDFKXJiYTA zZaO%pG}+#?_)hpMe*7@jk4bH5X}R*U%#}gMjj@|Cdsis+*DL(WAAeFiCwf_#6Qwt$ zPC<|NjBDsUcV+Z%gJGLN4-*k$p+xeloD!?N#RM)F)LK4U<0z1nR;9Ss7f+UR2LI1f zZyou5Bvz$1Z^@Dp7oo#AXMacJ3mzbDcZCs@v`thUi`0H`+CrMU&S2(!Z#BJh6>}Y$txaStNq}{bI zkKgu4{wdiehR!_92SRZ7J?xn}vu7I4o@qZdHCtE-%U&ylb11FfMz&^&Kml1<#D9E? z_^>Un^OA#VZ74G+P5k+P=6aO0MRj$x^m=lVU#)I%!nD}4$u_tC=F$6N;wPAh=nd!? z@Xj6=LG#<&PcV5OgXQ&#no%TgV&86R)_mN0zie$QUEFj0CF5uJ&E1YKkN@nRoYuQ8 zBUysUk|fvpFmp?p=AR(rlTL{%A!Fc|pCIFcq_ma)$@qkdTEJW>@X&cRy`SB;cAuI! z__KC~=&Ai8^c0)60cW}t|CKCBm$n~?E8)coE+wv%mYOlk6D@PS-$dH-kjQ}#%aSaT zK;weWbNNT1wTNfn20VK1s7R7zCG{MLWu|}c%z2*Tq9CalOl&5gmw&Cpr{Dd{*ASbD zKY~Sy*~&b#pSdQJ8t?wSdSRj^Hf-5TvSpvomi=)`_RZOXyb9KJ4VLj-^1l!dGg$i$ zIK|kbcnzgqRHCnfoL>uhrsBs$OS)oGBdG|o86 zXblZIt5zQ-tb#~n6p2XWn(|A?@j5L^!*qWS?4%?e8+yxnF-$&WgWck=uY6BM#6|4W zAaZv#eZ){xJ~czbAB(Z@iecmz@OzZdb=6N=FE-;MnZ!@=T)AYPl-dYh@3&bDwF&aI z{xjX>to@{CG0x5p;q0GB{QT6IIXNX{7-Z{~DZ(M|o1Ck7!zf7=S^1XY6 zSRLJ3zI=J`O9&bhSQs_i=Hej>JI@uOSIWJ6@V5h+EIKYsK`Ot5AktO$jRRu5JaePZ z<1nA+zVh0iqMGZnAKf8O7GSV;twZPIP8Yz+0Bk6^J-uFp(Xa>D?@q=tw2uDn#0!0#`kd$yIza(HD5x1F*T zTm})Ll_pHqHl<F&6zXuFqvjW}7@<1PlfJa+DI7p`lv9=**c1D;3u~ zs`;S$^OUB%4)vTQX@j9WumUKBuwf+U@{2mp6?ICJ{!m>V9WO$T65|&PpceMaV`^dL z?9~}8I&n#+#R~iP+vOwvi!sj>NmgRUXuVm}H?CN7C8^eC@baEp#-++|6iC~DA3B#m zP3~R+b2C}CFI}_hO>Aoa?bh@jqsmYeqYRGA_bt&pRdfzbe9~@WqotZiu`OlfhAUe6i8J9;yxAaTeY3o0= zxCh}3m}tc1G5yUUzg?^Gm7|5NYK&y695#@m@~==@4LFX zIy-Ua3SAy?If(M5?TR(I%ZMAxFt<3pU#3n$h;u6KmbDhJKE9=Jd^&VNuHoYExqm*%mX{yuA! zGJ2zRZy`Jp=S8dpe~2)otfEqr^;QL^>4`zszd=4>59bn8i$^dtB;KISudYEMo~u=M zwpPJl&=Jd+>UxF)WO>GW9cB&*d7!h&s<%5iij;gcJ)swcg-7`-zOB zMV+8MDJd>SODPb)kS|I~<`IJI_u%c0N_`c~s`&b8Yb5)>7`3Wu=Y%d>H22F^44fC2SziH+4OzKvE9Rbc@1(p(2VWv7DoIkOgN+;$MVF~0)*gO z7}hJ{3LdOA&*;73Kg+w`xZ)TFmCgyxT=FHX-$t+|fS?5?Y`uL5Cj*CEYpSaebs{Zb zq70)*qevX1JW+q)$qc%kLWM$-9zlnlgObu*6xTl5`yN%CX77Z;v9Eh?%UR}^vnm;5FFBb7^uF49ts&c42LxS^NZ zFu-8Mq_S9u(@p2{DFuc!jWY;X_K1h`9>#@2A45Z`eJJjF!X?4Fp@+E9`|`|TLqmo& z&x(VCCygsAkbN@-5x9?0I*2T`SwU!kNhWC%(*`tHY?|3*n_{zx_q*mq__2C9sSs#% zpN9~yaSc$^4TOWyU&!BZwJvi?bnzDJK1RKq5@zTPx~GO)A%auU5PVFSBKU%gGl-?a z+DWn%lBB_U;Tn^wc9;PnBGv&~e)?od-R+b35eNm2zY^a(rd=x3f4Mo@SiPK-OFD;K z3H3D4s$?ay^O)3(bxdBFgqjk+`S`vk^mdQ<_n99(9;#57NIk$8>#Sf(^qISLS$VBO z6#r-Z#BaKtM7X_7ChM%xR&ihztOLS@O-#lS!Z`^=nS3)gsd) z#3U6K!4=>sH9or*Aq0GWaMs9jzX(<%*O;oOz=}sk{NVizZxS)0&Fpt?$|18+WTHVm zPljx+f7I?385eC5w`R^%_|2$iwq!#}MV*mn5gjBe>k~*QJC`4R)3pfHG!DpT65`_2 z7>0(3sgN5BfnjcL5{orA`|aB|G-!iw!dY&t5`h2;QOz=s51CPd+;fEzq*gE`NR0-# z9Yk8hNJ&I4*zz?_tX1yu;2^40VibuF@QBw6S*NtS9gr(Al{nHRPa_Iy6`rkmWOUM6 z(2UDnobqqPg)m5^17~C$EjDiSZiEq)3BVoPT;Yf?Q280B7 zpb%B^=fp1#Jt3Z9$`&}>pqp|@uoy^kB4HpXO; zN}fCs4@rUtS34YG@#LiR_)VZEhW=r`A1DX*M|?dvs4dl;TBNe5f z+AEtbHKSyADKO?tl8fT%L+X^ANo_P#-S)Rg3lyE&huWk=M950g#h6J66h^K5M<0)c zWcl8`e=ZmiY-wTic|FGb`5i%I3|!TNRvj@+Nr1*3qDEU3Z$=6HF4A)NP{k6q4^6fq zJ*q&ri&g=h!>IY3K^_+u7nf_C0ec>D1#k#S3JS`Sbb#_H0*`nYMMA0JA^-7ECbux~ zp7IOG?1^8<9wdIDVw+9_v1V|X*u+FyL_eHLqcee}sX0qx97yBS`1do9;goC8dG1Zt z+wrIO?jbxU9j_xHGVUr_!KI2NB&y(i5_pqSP<2y?gNOMrGxL-Jk;Kl|{8jUrRn zh@DdL$}DXPW=gQosld<>=yq!Q{XD4;E}$yXIw6O|n0~dDl-GT(DoDB8yE~|;RU=NK z*6z~0WJDHFTgT}V+iur|0^t)8?*V1dD;4Fym{eXU;$vjE4uAk^uyA0!j2omN3M}@} zm(^&S8*(#fbsjs8_3=^uj{b1A;;PzP_t?uqBEiJhxq_Fank~TFRj5g7ebJZ zVi6ZMKRb!SfH2(6`(ytqw&+1scQ}x76&CRe@vY71{oTJJgmNz9LBzSNd?fYSHM7NQ z;S%l+=wQmk3<*ZHZ;WSFjGTA4=hENM^gTEjqLSLtbtOCl6{HIc%81(aCwi!_2u>zSd5SnfpQhLOQ@O4Z8 zM|}cLU}1>i5~wc%j&^p!mJ(`2i5DX11^*vr1UN98^mr2unkWz7Cqq2^X>JlFk;B21 zh(Cj?Ng)9TSR3DoN&N?f;yB$381BP+_d3tP&0~H9zr&vbJxGTn;d$o9dMij5viTOj z*%owL!+maqlpH^TXfh63ozA9Eul+X45_GPR)zEuE6=)EWNS(5i6ber~XsyoDmhgyQ zuf{8pmwhwomwLHtK}o*=YojXwi@|_R7?P^a{ADF~E!Oted5ryi`c1PtFJ2A`5uG@k z@z+xC`i;g1xUD(jdcyf@{YAy}J%pmiegcu{x1%O@T@s!zGOw@Ceh@?tI=IAZ1#`;F zau2TUpm8K_xNC|;7vTmLRRZC_C1HEtbxIXt-j}LA88oatSr*l5Kex~G53Q*+x2w`p z1*Lm9%t&vjNexX^svWyHq$Z^3{-}NE;lqbQ%H9RB=JK+joG2sHL|SKi-M1cn^Bcv|h1AFG#%Wd^Ho;C5`yTUQft zv6LeUxW%m35O7YQ!Y1aey-CYKRLDLTgWq%U^^e0DyK!+5oEx+*W?9td8;-B-&SZaY zj9(u0bn~7P0VWy*oPYM+GQXV}Q`mvNd5bsfXM)x?CBjL7gYg2_ipdw?Wo3>lF2)VP z_&)TnXl^qD1S41TD}?=kRj0rAfntm_S+VL(cYMwLf#+K5%wo?#t*H&St14FV7d9sPQP|c=X!WCZ-f||4#+c{_Kb{Xyhr2?8v$%+mPXB^zdWtL2hQuV39WBbW} z|7e{tBX__BUk?tV{rlXe1DZDR=q&TfN#GKPKYFX3ild`FG8(CMo>Sk|C%`M7;v@j- zZ}4S&@(@CUgO9^1b5p%!fuOT^7`KrwAMm!4i@X6fuMB!v>t6`3fBb}z>BuE)p8ef@ zVVTnY>MIDS8RbHwgLmkMfTmZtWcOKrJujNG^Co(sf5(%>hxXH+_6@UaGbpw-raKS% zXtk!`DlBPQa-q6cJ~cu_mE7-R%z)l#q^sEAa+QjDjT2YG>Fn=(UzbFUitV`_mbR@R zV8`Qk-pkv1)(DLT;x5hlTkrl{#xvJ9Ka&8m9~Z`PHy4+Q?&p6x37}C6eMF?+-c2r(a6pFHNa%17?SfE@+1AJy`=*KoS zu*!WNRr92u{5J+V9GF%nwj-!YgT2GTd>6ls{I87!#aiuw1`)xZHm z+S-9Y*ER!f157fSI_>&~3nWv{TB2+38{d+IR3Zpn@hAIfAiW#_T0vRECgb$D%vXV^ z(T#g2WNe*1YLvl z(IpSmb>KG+LTgc@>L;#t`I1`Bxy|T#Wnq({7Eshu4L?WPYJfjA2S>Sw>f5fQyxO=`^httXzujqo!f#QfZyE$FDQIytjD<)=Br6+wUonDlQZAzFPGuKZ!Cko9hA!U7!#~ zBN}w0$D@Lh?MgN54$bb+l90?F9`ZqWjwHxGa*vKsEPsNqtl_tkecmoEx$j5NfIOOG z^G04GR?^xF{4i+N98~%#A(ec@qjxh$7cB1oS;|#Wqy9TqpxH|;d<@zSqpi|EW^@1C zKL709$Rtv#UIZrtP0KybPtc4TG$Cj{2pOQMS!EV%!oj44a71)E+I}lMpWZVbeIP0rY zbCLK)CxMIA4RR?F9ZG%nmaJN+*KJ(+7EmV+tTHP(0wGskry*VRJ3Pw$`x3M+>=B?z z%2dx~zv+Cx>7L8N&!&fqnl~vQ(+kuxUF|3T;?unPf_LQmx;$!BhBz&1*$^%u4KDv= z+|U0^hwYGl*oUJOWDVByii?5aN(`j7efFJX&6p&9AF+Gsg{F<9A8D*C`W|+`CR5R> z7sM|nEfctv4wheZ5MVv}uHhM~HMIiaasg5(FI9Rj<{e!1sn_PRmV4>?tHg~VfPEe9 zDW4xxnX7=u`~(|BtSLl8VREw@om36ROQ z8j?$pp6Cu2T0Rer~D(G0s2wTCaQ!`eMVJD$&VCU$Z|6 zm(cUuul1sLwNMz`1-RgNdju6+ob*_3@RC+|jTFMLGA{z@>)1*wHH~E!{-F|yP=^3RIy>q{XuS$Xmn8{_k z&@x@?w~KCo26XA9ljqy3XFt=`0_ZHb&-XXH$3IoosLVfoXqT~Dq!EvQA0*EpD+}ZF z_NOZ_yLyx?FG-7xzI0!RaBPI|Da!m9q!n#M`fupJk<-EcDsI)LVEF_pI&Ro!WDK?$ zFFvrVFcw<|bkVX-1I=T{j^Q^fLA@X!O3d*>b*|`l$ctpbMWmM~+ONH|`ohMC0j*E< zG9CE|0BQWX+-i)NSYn_2m6}m;Ty7?fJ$A{0&w52Ux`^*|SKsAg39Ti)-Fb(>l`8_q zi=fTv)o;NyNz*{!hyO8YS%>C9=mlcA>=ePl=n0%cDrDdxp|`j!-3*c}!U%9#*cTML z#GdhCkKTE&P1aHi*S-Ia(t8N&GxOgrDO9^fz=}K@=gW(5^r*?oS zEZ9>xiBnAAz!NRG&6{9HfcKOKqVq`oY z*7w2s7oUzj9tOJ970(#d+y!a>C`1QdHw0MMA~Z@vwHBmAE)cSYIM|gU>g9COuW-60 zD7fK(h_eFvXrX(j4)m6W`0a^J4dnd`*}x3p`hqVt*9**sFWn4Zdgqw@l`zC#<%Naz z3ytrUR4(5}F7u*yCen*WP$u@ue~PV=q!ykA48wZ^tOmEE!N`3`^YF6GBF;OA@+K3q z50EYSN2i1)qu0#D!~{_`(p1Sl18k*g0d7>*BrgEcJ1ZtSl8{xT5(Rvs<#IKJC~nhSU|SvT0CH1x??lYJ{wcE2KFaA#&(6Uvx<)1;mFZdE z_`du1?}H^7E$)&d(8slE1r6jhK_L4?Z#~+uue^Y6S~!Ae0ZG{zc0+J7MRXd)jE8vg z7sz91B7cB=;=&{am*6Px*nyo(ED=ou1=0IT(T1%X5=v{TJ#}XGU1zB4!`gU+m1Fy& z=?b#pj9nr?3(@-E=q8C?pGRmA`7}FVv14xMDWCx|p#y6QK^%;h(lp**(Uw4S(P|)p zpabez&b*H$uh3_dm{TJMp^GOeh0GS>vMS!X=eF4(TQ}}s*Cy#osHi_||MlBTr*HLn zfE=T8Usx~ashF*@KUc`~eHrFGZAo{jDe{Qt(751+`T**3p`utRFarY-CIqtna#C_VhZ^Ly(|$$}qvpRk}Dl>_^#KgiCQf`Egh zupItHcL?I3GTsArI{FL^JbgdOGSLrJeF-?PHGX5Df^gOnXaJujwr|Cs$reU*k7b)N z3pAG@m=KjPIURzH!Gu;lB1JN*9!G0f5mbU5YJiY0u-(9pbugjP>4gyByKl&mpQja? z%yFyldr$dgcwA^hgPaM*JQoix0RLFo{pdkM=w<=k2Mc2e#YhnZGP zfX*U+fE3WArP-K4vldifHZwzljO_+H1WoLQoE4gkMHl%=w)IE~VJ2rNd-X$|L!<2d z^pC;J$!VWzqe+CkpGrHKi~io17C{HH114MXC&{c_OkgaaC?mvW4+fXx!RrYa4?@xB z4%j~lV*%3{SQzx zXXQJu;?oW?NUy8%o!AI*aj~!jm+a3Khmqr>9waAL*1O z{-pKfCCDl0ZY~%@VUmc61OoVduQc0?TR_~i|7A=8 zRB>nI3>@1&3gh>;{v++e4h_T_#Bc&be>?JND&K21{tVuFjb>w%M@5p*el2%vx(n$W z&ma&}SG+0?xC#6)Kn%ux!-RPlw8K4)@_?|vS5-7zJXvN1@5IH1aZzZXG?Tx8?R>dN zv1jT7a0wye>?vQyBlN|!2pI@mgU?>)l!(UMW-N5|#sgq5y-*DlPC|Un!$Fi@P+r)% zf&}_PQrKd-WDrtbI8qQ!pbO4*eUSl@nu{e8GF1H{3nP(5r0?qJz6O%0Ref4dp|Yv9 z6dp%LYD4foNqfXajO~V%$pVAj2|<&ExgjF&Tv3_T(bW~NyN%Y&j^Hp0qhog0IB6_n zJLDt<>RAzGlSt*HL^O=IrRTn?e%s0nsqU;pc&I^UH8ml`74?+(h7Sa&of)r;ez$W) zgWSq;%r#m+B*;l1^Wj5SX~m7R7(;(qDcr^1XlQr+;#QF4;iz;RT~;*u;!mKrLXshJ zhEOFDKz}`gG^Tt0mUb7sXzq&0SHBgFJewY?5GI?sc*{=}6>45n1uCo1*8X+XACNfD zn=E(>Gu0X={)8U4UoRlDqnfHWqM56c09x|brUSgVfDK+-eC3D}=mD*faDI#h6=New zU|HzBiO6bKwclk}x#nWE2V4olcuZ<@j2rSLV+NZ)6vb9AFE4c0IXyo1RlsTtH4rmZ zc93|YjzZ$hs;^6|#!$dAQze*T&m{4a-+%n@EO}ouKJ(~ypNBvNdDaFwL>}^Vlm20Q7=X#=2V+a6*4I=q*LffzF`Ao4Itn(uV;PDG;c)cZ>o3<=IT2hYWo{b~tWT;TlA(8TSTv4Y1DLG2~ubg80zTeM$R#;dV z(-(afVCyIFOM*i?+GrR{&ctaTKvg6M1W2IL4Bmy|RR{D*M5i^YEm2_7I|YG^hruVO z3C=MZzK}q~@o$4gH<1cBLRsO%sl|0{Z4maPU}bg;NzT#RT9X57x{>z_O=FjA$3-_; z9D^YU+1L)vS{>yjD@90=8mXmVS0IEF?LH+_k|&Qx>4PgZIoVi3fmOJkw;#I( zNIh6P2@ zLz7;vyiV=d^gs%#LQpUG%c`U4Ag-aImfeve-6x5bdZ21`Lq~D4bLTVJNjmuY&DG35 zdGh4B)d&GAA1?mp{d&P8)cnrI4;O>k`2+ztXo1?167j_pwL8n-h^NTN4eBm#-ZcD9 z38_XSY8Uz>5c(srN!JntQNm;rDuy6*j`$bVp;*u^25|xtyPcm*x^Kb|SaliMD=8)Z zKT06R#tbV<3Fj**floCqI0h{OB~OjVBY}87l4j#MHQED>ATXwL zN%Or(i}YOLrvcEonc$mv-N^*=6WOyt5Z^>Y*Jo^$ECS`Zb;gtZOlEE~(Nn_pc+73t zYIq7vQI`}ePDWZFPb(D;Bzdd-p7n|pkVJ9!+w|n?rbG&z(Py;)^s$Lkp)-xx$LG3m&usyMVD!{6~zz7l@q-v@eZ`z@!9iaDZ5b ziG0>F)oW^r2Kwt?IvoTQPFMi{S4YGa@Prs?l^N{o16a0Nhk3JHiG zHa7^acm`TW(A$IA1KUsol(J;25oHl3aU_AKxa=})`6U?nZ%g7}qOY&>9M^`vqvB@)j5(VeLWE?Bak1Vs8X-L=pBTb!^xy=Q>&4B3_PgZSK&3f zzhSL+5S+@%BthjDi}#Fd@nCO$U^BM~d-A{;1K=wG!4XJlfg3)e(jH;Ho|k0{LM}%| zAyQLt9xN=}&m2L1LKPQ*{vp3F9ZC@TpV3X#ojBx1C6QuOhz<@i22GeEyiTaf@}bc! zfS)HvHKuCqKIjqF6LV@vagFj<)GDMswtM%(!Q{R|!9}k@4y!NbLUz|wLd_YZ zW`G2Zz|7Y+F@SZKPG6VPF(AMi@i!KxWUR>rX5f?vu!5izM*K@34n`4VN}AN}>!WH3 z00h{#`%J?h7!MK#n0&8_US0sxSMke*J%9Di3)&I6kfwaEW#_QU$yA~0HJoBKVmwg~ zea+@E_#8Bcj9By+DmrwIg8k@3M>aZNk|I@y5B5zp8Q8+y00-2#&&SR>=K#5u59c+nVOlUMSvfA0NCHy&UZ)3kwQ`t(MQKu z2>6xLlGVHwy<^x?qd_Adgk!g8I1#ODS(@FgAMUpcm7L=Ey;#DZQbjfBD^?z%dL3u9BHxeD#S)+9e88(m7 zx@yl~kynri>o%@9g7Vt(*RkWZRpZ+AsF{u{rbUQ|K&P>>gIzPEB!v&ziV0it`m8Aq zz(|EHwA>$X7TH%r5i-h#JIf2u-j2sYdN)Db0kz1;WhYrgV^HFp0Q}}UWrAv$ z0^B5_`x`|8l21W%ZW$56d(@{<#{s;C;XRqAvN6<3&H=Zud5v3#TrZbz5urbs9&o;Z zZ7s@E5Z3Ka!^phOQ>gwlnMt?gvlpKX2*)KtDkr^;2~m^nvCZP0Xo77*rJ;xecXNMR zf}X(;dTTCd&Ha-JMrP|8vZNB8g?g?J$*V_GP-~kc*(=#qAVn4Iddk&|8^mvsfPH{F_! zoSuAv(;ym)4lN_fjr}?rDUFj|7^L~Z3n)38KnQU$0zXg}CiO&;nG*Z}l!KE3L8a$$ zK7`DHJq$+Sr|4bBMejRDAej!Ss<37pqEsU_yWlZfF zL_qGeu7P#RFUSEBJ#8UO`eqjN8QB<0d$i$rk~iSwf~+j| z?~pvl6;k?Tm!Y;~PYIV&#buHQOn+S>j7p*};h`Z4J14Z?1%4M*2^!Wsh416LF0cR2 z0z9jDOVa??mWcZflBc6>jsNHc0SD zaGhGsGxZ0m4=5RsEjjFY#-t+c@`%TF0PY;j`r8?4!1x>otgS1#?yTDa%~A zmPuLxY*&HsSvMMw3BkQ>tY0Newkx30!l+srMU&$j&whNqudnG$2m1<+8j#8xvQBEt z27S&+J`kaRt$7-tJrZFYsar!UX(0z;P*)^1(qWEnB~)y z+S76+Fi=VMtstS5z`OSnDWLeZBm&12&qw79<^I~s4#++3=TYR8+U0%S4nU=P?k}>aQ)F++m@@ff~h@KJ9wc-~kGsgo6N`pBK|5 z3W4)H9fCN{fvg$z&+?t90iE7Jlm^u0$q|%!py4elzMn6h-hlE5RrqVeX%1NMBrd7V z4VKIe4mhiB<4U-nhS{u6*z$opnY}mS9lwy%%qLOUBKSrG;{vdgCDnr;?h9o0&AH8v zVdOlTf#&pV7iNgE0aOST2Z)5^aM(H}um&g4Id*2lGZ|<; zjlys=Qcc5tzCVh<%uRS?f+qo8gzpdvbqzy(BQh~D8;!dKm>A->U}ij z?k&g7*wuIST}ar4DxAn!jA11dTd6`T0F)-S0g>8o^hdq3tW#8^PZ9~ju(JZ{8St_S zapcesivLU~5jG2=Q8V|CSc6@87#NmN^o+?dknFKU79FsY5^1jPL_R?)@Pe~$Gd_V# z0Z79M^%1g{LqfZi7FF1}JxrY72R)FE=rjQ8DAqs;XaqgDOajTys(g8VI+U&+Dfs!~ z@NU`3pugXW$cSoGb}yd_zumLEV9`VW+dX;@{ZFi>YbeQHvy_pLE$^%vR^r*2NLy}H ze|s|Zok`Wzk-_4{k3eEWv$)_UdmmeA!@k9)D&A9%98PFQ?|W4W+VEW$ui~jfZLZdN zRlL9n7i8h#bZ@HIiZn8MBZ5FPv))O-dRgF}!@EXfFL!r$94h+m z?K+7&BWoHaJeO{M-6;m|*DIgrus_uN>W%2>XDZ6d&-~_y!tUefTuL4w$mTC%WzYb-8TpdjuxyIDr2+x0z5%6O-HdYNsr-W-SdhT?->k@o4ej z@Z_M)pb3}NWr>_IifnHC?u{c3yiNk3G1134mzq9V6ryXrN=!3xEoDAoe%x=aW&VfR ze8v2faCC4@dw$ur*#q9^g7SY;=?S0OeeRsH)eo+O7nx2M?~IHwXIA-1klF}l0yY&K za%e%+g%SpBFfS;gYoq1^N7w8L;-_d{nOA>nvmh+6SBlWTqqmSmXmfU{@HGf&}cW;S?AsT%vJq1V#C1 zKthpS*}x73>kIpo|G*^lPH4kCzy-wHr-(Ko&nhsn?E| zfeuC1fqqG)XedBYIZ8WaLCp!z5{^CLzfdQlSt$6R4gdVh^=8;7MgMzXY&<-(!s)7v z=Lp`;?j`e|{kL*QSXdY$3fLH`g%8=r+S3G& zhibf?*hXF)0pZyB3M$Y#Sv)DtRhlIkRr#{B>cONCZww+>D)vhmFHmY7_b_R}VINJS z$ff?tZxut!kq`%`H``iPIL-XC!_NbkT|j5vH~;PZ9QHxlOPH{rXq+QWI3K9@l>!&bD*WLHr%(DJN&sLy**RS*Oz zbNsEXi-OP_ZP~@6U%&E&r}oM}Yv;C9J!pRkrGK}=$$X>VA;_uJI|gOZ{m zGNEX?T?Q-)`%2N`=}_L?+4zev==q|}vR)(99xygbuU`$)57|n1hfxX!uHwCc&xiZ( zgMQ=CU7^Fz*j6+bFkqZbrO%l3|NQioFsxhFw3quFjWz765Qk&@IA2ey-{1j+MT79g zEYS%~-+{}ggcaILa}-c#z#eG?axv`N0jR(Ej1-5^n)&IAbjHiG7QiX&f^?S~dBYR*+v`DJ!0tM|?eVLQ{BxQyl)?AYS02sR=MQP={r@XOB1vv83Q zsPjfLpa6v{g%iNP5jbcAT>o$|CfX+iWm#ds{wRXF5%3e28z^wlTYo4)3|I zYn6k|dOt}uOis~#FTdZ&)J};2er@U;x`QCY%55g+=!S|%rdJ(U^V%2~s*w0PR9Fcep94RY`Q^!yawI%+>cG~TE7O6ToY8FnmL>=0jy`mzb%~zm~QAqsmQBswrLFS$# zErYv}?*|3>;8+7Jx`M6vdLP^hJSxAgR1Q}8@X4)IT$UMQgwr33u&IfXgs#5jZw$*t zSn9#TMF=h=4kpX|#sEvwUvTv_5s_^;YerOoW}5+Lg>43^ns1pJjPUZMSp7ww1J((1 z{IuZ?aFhAfE-yy+h{pTw@F~%AUAyAOnBLDUwMYAJoit zWsO*ospv4m#$!Mp@Bo&h0wNYTxy4h(!JR}ZYM>mna_68ZGN3Yv(Sbvbp*syc0AfiX zF=}Z-ihziRlw?FyP!Rr~^~3gi{onVwyq>40RAzp^?{}?x-S@rL;;{ra;1G)W#aUBg zSGrucUT*wfZC{wuI5BR?!TdIerOAD=EWh_SW_dLvORGx5X9qQ7NPBhpe(z+{@@}No zP;qV5)zww!M=pwK`Z+`pD_3-T2vu%vi-9^o{`XdsQPsb+seDvX!P?G_t5-v+#>4~z zQY?QJ*6+JMtS&ju@xz+^O0+%npvCO~V&CEUOLB;f3-D~h+%+HOUZ`Mxw}&`q;_2Fn zZyEshu`@x9s|6f@k!v{eFvSEV<9@HE)NTx+NVP1Igi4(eGS~HNHQj4`HHV-0J8noW zJ=|v3eO(59FKZv|So>fHjrX2RRgp$}1*BPGhQ*wDuK4<=Q4=2DfNS>u>ADmJGan92 zFSg#E;P4d3E>mnImhY7R?Q0}A(c`})r?4fw%Iiq9b7pRypU^~ojX-{mv>RO3qn^~a zv)SUJZaa#R#(NCm-n;GSqJ49`>A7$_`Al+t(9q1(^L##Xir3MCf&>>0VbrB0FTAiN z)wOwih$E2Z|A3vP$wz;5YMOqr-QxqoD>YtDuHZlTgJhy#1mTLGpGxQpy_jTSHC*DDU9jFq3vbsanm=cHi=iU+Ho} zS54dU{w7vt>ViXa^#0aZUu|`@h4A`=*mOwPFqAgjvC(ejzOt6bCA{jR!iA-Fl@0fp z#gw2{7)9eIHu2{WzCMU zLt@U5BCx}>q5BKx-{NhAbq_cG9!-Ig%3i)QPGh3WIG)506#&2edxxpq#0R*LBs_vK=Fbu)4y57?ToM{Ykw|$$^u?)AzMt_i#>S4u>IrUVr-$ZQ z+w8unSW~#LI(9*&C5G<7t2?lw^Q*SwRxMBY)sm>ytIxL#NZ-?il6;?Ey5TWO>ipMT z+lBR&hgR?Gf=Q2(R<;OF)A$9E-fd5=qU)HJuZfC!^+4JW|}*Cw+28X9b3tG+z@mIS_mg z)8Sc?PB^@0%gf8{y3206ot?GHCy`I2U?vmAbEmYPq#`AO^e*$dGE-J9m>0%N1EFy( zlv;p$Mp(RCWAj6WvOJusgioZ|9S=bVM?D6cva8#WkZTWO_U4LT7@;tW&&R#(e!}|< zKc6OHxwC=~qVU212#(Ws)0!Zm>Q9YAwi%2_Z85m75yw)?NxefJZBFp&V}0D-uEC97~X zO0+kaInY)U?U`kPFAx3b@O-aON0m1X*)$3j+fC_HMu`!8t+{!H^^yF}FHGw1XR0i| zwjQnrEX9l8SX@x@(!~PrMNjP`y(DeL=B<9qhnfZ@n5sVB&~R_)?p$0APRftIgB6Vtp6kL z*>(Ag9Uak29%|!*L)qjL9BQ592B9ah3{GKY?%U~>4-%9Q(mAU0YEgT3=iPMJhmyYP zLhO9or}~F(aoJLD7o^i!c}i1@?HsZc@I!h6Vq!e?_J->CaSi~?cI?u#T|jJ~!sLlh z(q>r;ZLzYoTl^rvFK#mdJ!jh$yW?DF5RL-cC%MU|9YJ}Xz=QZ4s^Gcjp1a=cPFB^1 z(?{^cf34AB;R(z8Ke^6jntTs7qFt=5&2OVud;8Qg_tuPtsNq3K#37hnrT=u++J|Q$ zql!E{Jf?w1X3d%<+^egtt+yQ4pK7VV!HnroUEcibEFjtDojcbK@2bF?EB=g*=~Hyv znive*O>IU2(Hw6d;#fvJJ{;{wl#o+Si7-%2ssBnqs87EjJ`ncYcQ3T;x-$M&8~KMX zL=_G#nZG#H8Vd>GlGI~sfHPw`+`7LRcGB0IGK4>40V^N2wxxQ7UgMzWg{!|0ud@4; zJ9X&6b7vH+xbxt&F5tAVj$+&EJ>&Y?OBrRBi;wE+esmNnV0UgecwT^+JCf6kenG)m z)Sx^JjKh}E-lH^EXtKR-|wRcHIVuX>Rg%5DlN@+>3v-x%X z>5se8VZmsnBtOXBUEyGYbM8eP{-I*vz=0eSM!Jdmc=qnB&bzaAl>f(G8jFmk@TxH- z2199SX?PVCOo|D-T}H*|fb$2qk}{i`5-?$X3j=V4Al*wC)!f1};{a9EPo?gO@rlz+b!p@?boodw{y>xB!1E1E6^mxyn0AXRO zmCIQXXmcnZw&q47MG0k^3&1rd#iSk_Z_mdvsQ!!5bf$1NUFYf#^#%vBIHpH0)v)*DuE8^9G46xR#J zXw?GyfdfIgn>K9NuxdfHJYkpDu$)^`UXw5fU*z+P1$g~I)%`nnBINsPUQM!CTzbYm zx#+3%yKc*yE4onB$)YD=?-zzKHHLZ_-hkl~xo=~s9su>?YAe1UA7On$9f?%~OVxy9 zI77<63$Q2o`FnEtd_Ps6ObBMna9((3ipw;DK@bS<)dPVIOjD7)=5ZKwz=A;uoA;{C>3nXa!ryIeQV}vox278bw5tN121%1|0zyCzg;x*W8 z#rl!(I+r}K;oh2RE)@NAuWokX%L;N)16`HI+T4mUv8}h?1=VDxP!PNHB;f>5HF$N4 zTC?VeoE9mH4?P%mrX^}~ZQZq;-<0$bD#AwGam#CUV?|2(oh!24e@Tw)-o4hSbpf02 zhD9y682;<5*-}p>1Z#N$)DPsT=H&xmRK_jNZs9*E*RTBq8mac=2XkKp3_zHB^$Yr- zN)W)O8FXuf4lLzrFYjOf4bHU5eLU=%r_6*(giTLF|oLXK&o43O>wN z2bxG_xRT|iIkW^!4)y7_)kJ9pD!Y)E(*m73BqWsYsoH9>)X?QPDsvfRvVzv(y!h2{ z?+ACMv5lqPN3Fv2{MXth#G5OS-{g%BvYBVJEYhvqB3DxWpp#L+Oaf8Zq*`OG`aQbz zZfk4n-MdIL-2d&S*6;pIsBHaY=h$n*>T1l5m9~w{5Qpo>px42@L*Wn+>tGkiTWIwTa3L zJD=_HS%zfn*b8~#wJm8Sc6{w)V4tS8R-dR_i!WcxdGL1BEg^wr9qwm*Dohfx2>Toe zM#PSx3MUXO2~+O!$>BhiQ0oGJKN1eti!%Om>WjdzNIdf6Eb{gnN8T9MJJO!d4`Phy z7lcVo3}3WT*4B+slN1^2r*xeu!8_Lw#6SbjsfW6dA^8C_6fy*>6VpZ9sT-W5s}u3RlRS7C?egl$VP zh2qhnfI`?!B#%QhN*HFDtD6hV3xgoIEW8Fo6vKb4h0r6AT^F7FaF&s7rxVhsOD=#Y zBNqvUxMRnT|FKQedytH&K6K00#KqO*g{R9Ek=}@Fo_@-m-+6FK?WNHjhMk=NbmQ%R zupTreu%WtofnS<-IjEV+YDMHsl@>N;JjeLZgtAmENs=;m>u}pL!=HtV9kUJNz_H`J z3FZ)TX*Yil#9~PfnYabO#ZUiBPBs_Jv|Qmg0@Ag0%^6E?_mjHnE1}wI#H#R0W(xaR z6~e9ZMtaAMbmXeYFP30d#3FbOla2dk7Z4zLd|BZ_n_$Ov;Z+(9nMo>&-PlIyRV80` z7w?mk8-iJ33w3V&IH6t#1jy%>(>BOiNC1%rA=yz0GF(c=Bj=$&Db(DOQ1!cKrE)a_i-qPJU$QLH zJ9eWX4LImAp!B!s%GXM^28RayWWAw;gq;WL=hfxHJ9j>fU?-%J*u;b#A0vL#dd4}K z08`^f1P~L|>NX^cnNW<&T2?VCVkPl`Ab2s>w|sxFV_6y|+6w?f2jS;mb0f8KKY?Lz z*I;G^iMp;>Fvpi`M3EkpkgcF}X>aL(oO6d%Z)$B#1vdHobp49*sfs3C9`Wm}sLhaZ z*X(z6)mlq894!rN?_K0c=^^IB9k6O(7H{cHGd=Z=!h46EgZdVA*{96cSlGhZBRrW* z9vgd6i;bjG=FOWZNOA1AHj6(CO4OpoSn9n+;Q&Boxk{rt6ePM4MVJr?-u6>_WD%s- zuIxXZ)c0XW;Nuc&f>L5d?csw@=Sl@2W=NU-#5&XAd=o7e7VVA3(9gV$aBnl5TmMP; zGP(C7Qz!h^y^4B5<~f~E_qZ9xx7 zrjw3DLVukBnr)30`9oo?i8K=PU-`0P4g29kz!LfMM-tAet7ECeuivm9{Or5Gy#S!n zYLsn@|1URIZdCpjk|ss&;f4E{(P~*^r84C(c}qG25ZK_b!LW^^1b%|zJ+}5>c(R0d zBM)-}jD3k+s#1~WjP`T!j$n2H>>j4&q9PiR-P|{O!&MgBeKRYFEDs0pN8U`a);x2g zD@WCL8jZR%HayjJIY zHO6C~SVBOfHp?JD*X7TMXi?~PzC^Y%(r<<{&#_;Su9$)v2fInA(?aP&O#z?XmRYR!saKcTM!4?X4`!1Qw1X^2XNiYxv zTJr7}aml)}j^j#V@|h;tFscq8T@!l-51B6}1FA(3op8 z48WSg&`>HJ9=UgDRtD@$fr7B)pxP?=QL=)y3&!p|c&RIAt@T9isOVS5PHt>%ZPD5y!RQ0f5jqs)eV6HMO5sZ`U4Qzx z!dt9eRBZpn-$db`kBP#k|0W7QP#QaiWv0IDBwkrGc~W~y#M-sB7*z>Ds_ghH zNf%N}0)Kd8$UdRI|34Jib;Vx6+l3EHOla7zDx^2y&RA6R2T2(&pK0aTzU>b|>dAR+5;7Gc=t$DIcjO zI`l}s>8jRQ0|qbFf_5(djSc60sbIsQVknv`l9x=Mmj|RcHR7V8{>>9afv8xuO^Owc zC=i)A*V^h80T4mr(jfvI+$}f{1?6=i4TVM*uTr4HVWrr5(B9t8`;+)C?%T>$CoMH? zF3j2iUeMUwpGz!&OR%+(;H4@HnR|gMBPC>L=GKcXaEJp-U9uz>kK00=^MH>PZ2ee3 zu35KlePx_u$5t%V0nQ>bXhw9TXN(Seh5IGWGi z&{ti$Ts&_$rcB-lp6EfUP@Ghj;Z7=m9(~HTZ_&1pnp znmwypCTTvALCeyqL7#FpZ}(c`Ggi8H&1jh&u7y9%<7Kf3PS z&Sj)@gp`IKm>iR)T)R{sXKZ!g!}2%IV5#7gm>$5SO!Sm$@2|FjzzF6{&^cZ4`7HY3 zh~E2hBQ{E(w>q^%=`w-uHs-g~cu!j|l_~gxAHkHotEf*B>XOkEJhmLSXx@WiL>T`o z83ZM1`eJ*oQXMX9F3nQvp?OpLBr}SjuhcSOG;vbk%tIZgqVaZz5sP%1OYFihdZr^X zmC~h#*$4?ACvFc(x=VMk2yLic9`YMcTf&X<|G^}BUFZ^FA$4QKEo>Sf97n3x78kAQ zyxpf)T&C)H9xJ-NBlSazOHb}Mwy(uAx>By^m|ac%7Tx|#X*vbcrTaK9@`Lw9gan4~ z(n>#9`Tn~#Za6#yie&+eUP4&P2z1Zuc z7I*zNNc+j%Ui$La`3!Z8^PS~6tA|4CJF4hov%m$0mLy(`m9OHYo-6q)Gz)@#on`hp zf1h2JzgCW4u#fu|c5B?04!6eMU*>K%<>U%g#{Zb&J-?e+Kf0!=ac0}_rVA~_^Kyrm zJEb$bg+eDQA0ueZgmrAgS)XAJMKukqH)Kwb(@`sgAR4fltINd{ zV*Z1GQ1eicmWV9(YE}V->Bf=tV|~QTzV`A(9TEA}fnkL$RktbvkK0>z#8)0295=oA zmF=~4FEy8NyztWH1_NR%vcT)E8rSAjrpnrN z_nhL2P-5{dXj^MsRR2=bu!874cb;z7#BDmbNxRNcTr{2k{_RZxES4T$n&o(zu{~?d zfnoY{q*C;V1v-mw7XR2%qX)dg2@luIK4+0W0qP&Yr`R3TE{-Y_f9i9%D!N9*J~&XV zc`uaAz^A00uw}2A{}*#u_0og$!bZ4NPx9zC*%hw@=65%TZm9FGx#>4^V?h)A;Vqu~ z+q)GRYA;vM+qSq}Q_~drsq$%^Gz~{Qd?oeBZWzyr6A8j~;H5Q%pHqR`s`(X3GgK{a z@uQ;J>RrJIL4!4_yzsD`@G8_Xmv{qSD09P+`!)K}RB6;?4;gtimU|HFm?e;WQ!l;v z+!*ks)!-aKRpWm%Zv_;u$8kHgxO&CV%rwgIhqrGt;-e0N4!P^mNBL8Gs6g&*M{Bb{ zgceaLnNr}}e)LYlqT&fPg>R(~iTkakxOSw`6u(HLx!w%qtO(SWMk!hd)2nRUKe{i=j_k+>=w^m+tM!N8XJ+o$Rs-q5`Vy*vK=Yb9@959d;IWeXx_M!N*j{VL`zOx-B&F~!*}Lm>=FesYnIl{Ez2^W z8%1wuXkLYDvJA=+ZcaZS=-Zn|_G%)4+1*b-FxHRbK%G5%R#2#Jy?GkNmK!meIW0|L z4~I8xI_gwYs9)q5_uJUw{LYDPZLczf<}R~g=rZ{|(BTu>CBLH=1S`}Ut4oqN?RAC| z_tw0SWO!4r-ks|)aU!Ngli(v)IbJF$-LypW-f9;(#=Mz2Np(fF)}REjJ3s*)63-LP ztA=|d%GLd!EQ1u{JJD#qK({?)@cC%ZE!~eT@9)`u`*`e4yiy%Jknni`&)Z1`U5_}= zu8(T{Pt@@{6ADUBH#Ju8`%KPQrw!jKzH{V*0SoJ|N430twG#fPu9ADAUp4nd{R>I5 zoakwlf*aOZw7YpZh+4r!7tYABY7)&wi6|HI!l`Lm+BnPU=nxcTjI~p!#lnU7CAqpo zHSpf{LCiu_zol1yFCNqs4S(B?a$fIym_Ovmh2@yeJ3=AVk5hen)9xFR1Q)eGJlvR) zL)9O)wDENsi)O@au55jQ$N%7oh4lwpCpc)*6sd_;2E6}fg9;6ld?a^TPXt8QT|i3O zK2>+Iu*J_`2Ne8*mItC#h@%rf6&aF9ovJD>c6RiW58-xzAVh5{jDwfiY+$(4^!4VA zy`Taf#VrLR>JGIb(Yg~%Cuv?q!Iw#fTDP;+5EoD&?MYW(LP=5XazV+2j*&^!Xt-vw zxkTWFkhusu1MTfQnE;HN7V{8P{qRkSZGUoDxSYKE&eJFJ&DOgG=poohLI1geFs8a&GcT+#lDnYz_8ccjI`xQ+LDt*1--S$^Y##THvg);x2Et2{VcUD3$iT7Dwn?pm#fK@nUXIY^}t9i8|-IzKYz^ zg>9cjwXB^=>`(DmGA^T=^(UV>1`fmHg45^X0DCyLqFOgM4JDTIf4CV$iHbl+#;byH z8O)&(UzJH|dlOz`TL9l_YL8=fQ}orbQqAW*m28lybwoNwu)~Ej+p8t6|MakD*BK5) zqjLWiy@(@N(gWKj3ApK_`~jtPh)Q$VNtPM)wN^Q z@x4et!JM`DUIjQwn`(y?9Upa>8+-psW$V=Te-wEbO}ot?_JDIjFaF}oqrp)+Bo9Z-g=qgq*i(yvfs#TH9k&urh5QxIm ziv*nVwOJ)V>+t;9t9;cTd+Qj(W1W<3U}hvgx-b$i&2RzpEwPa;ZI57+l->lb8}*xo zAo)pqzaqn;y6URrMVDS`npg0Gw&^V#^IJ`-*0-Fmt{k7!umoGNv^o1>9Yf%r>^xN; zBI?FS4Fd}{_cD$T$?^^AMshkIxX0Gf%{Iw^J`M+kNig4VWx5JlK}aOn%fMmi4h$9M zu&AzRHK9G<0i-zWHbW$|9knlYL4uchtT2+asN$TZX+B{DumCqgGH*LAcQ(h|qH8X3ehRO5aR6(hVVFwEoU z>B3o5@6yt3L5XO1=NDhqj`AU5N3j@)W;wYuYJQcwJwT_rbo$$&-kg|oU?)Q=%KM4k zxq0NRgLF8mvN7VS{*OWU#EI6`Pt3QWZQT6RmdO3YfUfk5+ECW>}Mkl@AMylRE zYPU@W%kSi}4I7@+S5p9rIRcJ&yFWDG>|BO~1cUy@P3_^RjyC{ zAn!%(;zsUqDPhoTjL{_p576^=cr z;>J9^SS|}^BwFgfDf(DS0!d@K45S?COPj&Ur?k_Hjit*0LGr*&hC|fE0q5xMxmU9z zgdZ)2JQP2H%+=ON+(4$;^pr@4XW{&jaOo;c^FLVgf#WuJu|NNjmm}??pcKvJt5?PP zTnr0Tj-Z&pfNTb3bZ%RrO|t>lEcrx_$c3o%;FVVl3_N* z6JYL>($qhC0~W=z)lyyU@JRsf4j*ZY*fK>&QiEBP?ZT?W|&%}s2@^@o7sQZfiVhu;i4D`q_G&hIXmgIKM?PStj_ zbh_3i!DY)0u|*=Qf1Jp(?&x(Vp)#s8f9!Rox?J0!JbzPsqT)IVb<~(|iiggI;feZm zX>{m_*7)OfMkBjdb28z|@#9lqzREz|Q?+jVvf;IpsYko5(l{qmnd(wsCL9h9@Z|*N z&ve=BqLL#tGwtF6_7hbTVZCVw!X%~Z;q9wc@X`q}SxE5^87WMPLwq8x1bzjE0bY@8 za&jpG+a7sHD~&kaxQE*_Tab9DLmz+m+TzCyrxT1K&Iiqb%jy%6fG{OxvVKID)7g(B@^2*VsTmb! zbEABaSPlku6i;OT9U)~{fsx<|l9bSbBzT2H2K>o)?r1c?(1iF5!w(h8l=7;)!@R+& zyj*GrJKC{G8MxFOXuy0|jRLav}~U)eq+sh{!>YKxAAwZFJD2{{$Fm`R4MZUa5}>Qt>M$>x#LDMbm4#e(Al z78N~4p8Zge-aUb3+({or!Y@C-el1W!6m=coDUDe7S+D(e}v(>FR=~smi<6=I2ThwHEGK;{3#9j&YXZ80|2VvxK67M=7;m z6!&qZWbPrWOTr53t#;nNglv3NW{Lj|iXo5j!8c%-@W>b#l681Kl{!zDYK9TxZH5fP zA#f;VFp5v#B)P3Z@c3%p6FsRhnY=8e?_%mn$t5BU!OdyDhI3g0sYgNkV;Rk=(hv2O zSuBhIA>3ipbfiD2GNquG^FLMZE^QzZda=|xTu$XfWeakG*&f6*ZF({ZYb@3D;PfF2 z+rEgJAs0pc*16Ks>2g+wtrL2Sk6^xOtMY5yYt}08R(}q2Y9^eKrrV{uy1`Dy$_8PO za5j@Ax=&ULAnLI|TI&Q)mf`H8+q>KINmN9*+1lGb2yHmBvDZ4os|OnH{o@j=S0H0G zMiV*6#fF$E3;?7Thl$sFqmk<^x*34;$uG~^O#u|HpT*Z9s)4aS6GlaNF;7o>Sn#=c zJek_gy5Bg)Z$p3^Q(bL~ww>;?FLqWz^o*mv1@|Sd$1^CPeE+v*a3}4J4`SZd!{3|J zWGw%)q7M8PD3)mwnNFvtOH69W%ouzL{F~XhXTR}P1&^l(k0v-XY8s(TUFPd1(gRKe z(ZRB_otV}AgvuLSptMzeY1Z_C^QXgA>Hp$+*c{>=z%$T8cevJCIvqbwLm{rmwT^C0 z(QU3x7seJZO^izZUoHKqHp@Z*>D1oy@xL0;b$yn4>8OohBZcnlxng9--(CR2rJ@~* z|0sv5N6~4Z=T-XfoXuq%psGAnXz5F9J9@Cf)wXjnpARa?!vpv&hBs=$oZOmxKkd{E zJeICW?aU>VHs6YVSpqE~`W(v|?s44Tj(jPJf-)8=0p5*zT1H5lyZxy&B5{NOCm{J`R@;SME=?^#FJr;Lo1`XE%Aq+Df0sKr-ZH{F#jpl99SHZ=`!;%HRRsDfx}-mQ3({O|kJ)vHTXp3a zh&-gqE0d0AR2D)V=h3b{4k5MoJ9A&;W~khEFTt==YM0qpU!C{ty^zbfOAWOHn;fr3Mr}^7ug+ie zvXkN&x+H)BzGTh+b-V&;&WfktoiWBZnBgx_sVTXev@C>avYq zXpQ2XF8)D5!gGBDk@kKEA4)9<6CP9iZe6&2?ql3Oq>DS7H?2>y`E!%mI6U(^_>1+# zOJ6MrON@SuJyw~>4$_~1zibyN5Zd|x1SUFHMIb~uM~ZJ7#GU<|P|fwH6&EsWw^=^9 z&9_TJjVa#x6@8NU(?(iz02$QlB=p_Vug|3AyLZV1UK_pAFUD5oRrK?WXhG8@P*B}m znVzOv2IH$vvh8^L%40swDA};%)K)ly)ZioH@5cnpsUo|#%6_S}53|=&VPMz8`dxMR z&Ye3zMBaXEEhwnOj^+cuh`BEs!S1zr;lA81_VoeVacZ}rQp{0#Fx&bg=KD|A_$ zrLJF0Da_kAlyBbR0x?81vv9d_cfwDp6eoNO6$)2`&&{wYl~joyQb9<6%;mVE>ey_8=abT|5ctRf04fs7A5{gg0{6O6`z0 z@PY$tDlWi1!kUose+!J3j;%t}59tD-Qs}Jge7LA_OYP~$$bQKGxH$aP3j66~Ox-Rw zRffx;AQ1lZ!o|R|#!3~_=y!%_s7wLCU9oBbyRg7sa8Uj}>Le=k1&)+xsyFqD=`a*h zUFs=N9-}_RfP_r@Ti^;5$!uzm*jmEhl2BJGQg>m!ON6tA1CX*+e zlPj$_V5QcjJ8H4|L#$3wE?(S}%)YQV<|QV8@GOb%R3mG?@NtHwgLcC705?s>Ys1(Q zlV6QqG*C^bgH(Pd+i>hIxrc((INoIHqFXq-E+zlubwhvb!V91xcLiUwtHf%XekDm^JC}Wq#}SA5E@_Q z-x*GDOQgp^3AbFHnOz?||KMPyxE}y%!aae&<~|{itd5Bhj094U#;1;QhVKIz*qGp6 z(n=OXGEb}rI0ZeUpR}d^>Q$MkrnVtJ>Te~_5aF?Y%y#4taKVi8JgiFH@76xqtcw4+wkE;sLu1cRzEkww)X7DACWHcHoS z?_iy$*wzbV6+Gr(HIq-Md(-l6wj6|e6N z3US;&x)Z-6uW%XE--FtE(0T5y7n>$o1CCBUIWE_WdAFp)HOa)e!d7XA9AgL})iVr7 ze4Koa&jWN@=VvL_K;})F%_=cHj&>_$5IqE1pwExMlHa18oHc2#&FnqW%;hFpNO$~g z^ls=O&|OzljiEf0V{Xn*bb$k)rV4x3zH9hLcmlbBn>fBCDlRT=^=h>!Vv$dxA2z*$ zu7>!Zf3QxuVpgU!bsMzWB$J(d2EVVM&e_{C6e+HmI89x4)M{ozkW59Sg4x>;=%i=r zI!16WdS=b|52T!?QBMa@!@T7{GkvL6Bcw0Tfg(CE%$3pIZ|D?nRw|qG=HOhor#KZj z!POAio?E{0Z9E$O3KQqBIcn$p;wl*~$@0Zu(wl`|95EdSKFC9>1=aar*=xL7wzu_ObON?G-ae!@n}8 ztVOY<&oaG3#u|0DCU!=R-!*$Q#v(3$HUcy8g9eVEbb_Gxy0*Ar4GIi1Um#&g1G1*| zt+1R~)Y^2C(9M6sBGVLb$`R2zZ$H;LNW+(MIgnan$14~guW;%HFM2)}^7SeLLmNHa zBvzIY@KF;iv`u9*d|*wXk##lh*n__zm%$e0L+yS~(;hskE%>homGV7rx1qlprIkPW!^I|J5dKEYi$U z{?ueY8d+$RWekTmo&(!;(g6bYghQ1kp(QyXVjey(3>4S`fFhJj=zBCdk>lQk^E+oa zk;r8wahhyI4xvBsOU6zmLSa<|`Vo{OL0Q&VPAe7whF}t3O6-q41|H8o1|Ie#Wps92 z+T0Cj10o!}M*04&-_c%;y9h{d>m$@f{`OZzfnam9S#t;3mi;aZ^fE#N4cv^8g-u#5 zBQC`d=zmQ}X!G(h*X15u#DbR;p)K`uB15o1f znaRd3fMK?71WhA2O*L}ICi8vH-r6;5)-b<^F9#u{v{lmQ8J`ZaZ@m|5in{g6<+0NW zTpp|T2S3#=Ec0#eBXkP9AQ_2kV(aZ|iszPJMr3$uT|nr2zxcw{ikUJ{>{&AFSrx1~ z&v~o5m1Pb}pnUsLx=x#FM?MZ<6N<-t8(n0~4J3^ju#0WOywS^# zMjCF92%b5@>bg31_OeeZo-QbLZ{;x2A#vEC*BKS!NhRm`-WnOc!3p-0wWkO+uh=rR zmu+(V8H}*pG6t3FWt746&~CRAfxq8}&x35mM~Ck|KUt*1F0N9{KBMFQ6S=nG&eH`Y zOPi)6^){&~efJM1aB!T=ojWH*l_%XAcj~i8N7bgo!T{Iw4f*5vrCw2GWy^Z>x0!yd z?6%S2%O~GyEm=2pdBD!tZ_V2_7+ODW|K8^1khbJm8K2+0{+6%SC8=*x+5vM(iogFk zX;e+2ThzQnY(O^}87uF@Fk$Pi0BLhK52c0AJ%56S|2ak!qjS7ARRdLVPYA~*u8FeAjxM3^Zft7*YNANgpIQ~@y-HLb=1^VBUP}J5CH$Cp;n0*!nJlKieFP`f=x+#skN4tnsydP?9I>`~n#6l0ctY=Res?qID#}uc{iOV){3R zl!hbM(xR=5B+bbcTaBuuFGhr!BI>Xd^Z8_s`txd6+Vq(+BMKaNlD;7M+EcZegoUro z_#(2X2RHR17QN|XgOxeJM}y827^Y!clpajQ@O<*}6`9Z>MCl-n^APA8{tRuO2`-#+ zL+V^bXf%JmVy~#lR~lOzZqL0`(Nes#va$SF&QinJ&RI+{l+8w|9J-LX0A&0k5bt8z zm6o$_b0G%vDlki_j8%D8)20S5s7yIC9?|}xPBz5KdNSrla_pWtW|=)Yv&S)@Gt$MmxKF*! zOTG{rI)O}H3K4>_l6FDA2T}mz473hVl^KqWYEZt#qCQQp*w)s)=vlh6Qih5jTe~q> zcd3Z6t(R&w@pLY;l#cw`t#cp~k3;6>h0g=G`TGzOsqlWK*BEenw?@CJwgvaZZ_*th z_`maorU4&lQa_WKt~xC)abF7AVKl&gZC1bKNN2bY%$>P{?{protwQ50PuQ6pHIiZ)>^2C_JU>7&(7^f>)>p(o_JjhPhlZ!M*OGd=~ zXY9TO%FQeqBwyUtyFFUgzxZmz4V2=o6VE`3KbG#8V%8-03Fr`Y{ggZFcIY!8ZWuCB zbUg&uPSrA)ospP$mGVocbC4KU={&@jM@Lr>;{oJ(0(|5P8~)2zL-VIj{@sc6Mg*Yi zobe+m&iozRUH9wtP5%nJ6%clkA!2Ae;$uy8k=~wrWzy{Rl^HY%Jxd1)BK^xjDm<~9 zdofg_K-2WZhqyX;6YJ&`Tw3}9C5Jq*tL$N!=^TH8p(9OEvKF|r(c00tY#a{L#;A$g z{iW_sm-@W?sx*5M+VB?^=4P3(I^z%Tjyk?IxMrg$|kw2@~dyq8=vBTYOekyXSCu%dHD={t2#10?345{Grzt9 z{HzRl%}hC7_g^LM_ErBT3_K-kqUaYguoSADQX{t_J3HGTvwJywaU+%=8?o^AwQX&~ zmo-FRJ~*A2CbI|n_fAtLFDn}sg$h&Q&m(FwFwPszAv5KT2+YtChm|jRjb1d&U(|V1 zvY=OYnr3NFJ|lLJzRCF5L~py27UHibI`X}~9jY?AGN_vWE|V?^PRD3lngV#_X3~I$ zyM;mSsdTjAHzIU?&IUqJZj|i?inAe>J`ovZN&_j^A62cB-KY0sOBZcE-R&TzuY!*j z_52Wv@`FT!m#@}_H}v6xN{Kq;D(P^BEOy`2YaQ*vhv&m99JLBL?eK<3FeC-~q+D$V z@r6kSxL>&zkThSJ;W#MU2OS>%be4D-y8n0h(<&p;abvFsCoH0NkJgBr4CfB4#mnn_ z8&dp_Nb=1Q8x6I_*4_uPR#i+&%PW6F7!_nX~obA+x`0_y%z5!?XU4Cn5cAt z4}7a_FM!UoqbV`ynf7RoYfbxqlmHpkyyoYZ4*k5esazhwtR!p_WU}|!JCL&CZN2#X zG;-JJ#M!0VI{RGOiq8S{1PmW zvQ4#@Pd2>pPholjiTUL8@rLKpz!SdL*M^R_#}sz!99Wx}gV#hNclp)#|QtD`S?_{@4!g zP~6d0LlE*+C$WN8c@W?ge;?^EYE8;d?jOYT_3RXsQe5Kt(bsVn3eZ7~#Dy{UMWy`@ z8yJ~XmJ`T?8A?_0|I@@q-+BUG*bScTgB{z?wJHJhWW&9XOBG{_cXsvwGq6035u5vm zSLKZ;zkIfC*}te0Fb{Y^EfRw{_5iS%@prrR3h4TZP#`;kVAwVT%CB&;bMx{LNH-((aD&Q;Iq$ z?&DxO5PGdNmCANAv^MjaasByF6zDU_xfoPLhLDk$ETt);yEMilf5P9P=)M1iqJp77 z0l`Jj0$)6*^ii?Y+gHVd(`Z1?nr`oqr!g{LVG_yn>O()0+0bjj7yWxbsjka_R}ZgZ z#v@vPw3VURa0Xa8p;BQEj#%3s#B|)Q>)tU!kkR3;&{wdqY4nFp!`kuEVZ5&l{!3ygEG1$9yvgcCxi3# zY?2lXOz~^>+27K8&`hE_J6q4+TLVWy%ACM*NC6=P1=^-lesabO%w%M_0;nU9bPTMI zQ6AxJoU$^~FqA2LHe1_aQk9~B5q(k3wYH1uUo84*XXUV?$410$TJ#hs>f=PH0rI+g ze6O;JHqR$b%uKocmhObK#z#8s7A;?6bbMe)_5~DycVz|15wYMV5ptmY$jFQ|4P-ai zJ;WPYSErp?U6m(m9anHNj)u=Wbr^b577h*92!fXr47S+GlzOxguWnt&A=#P&hZ3ou z)W0_nm5JALvoU5w&TFo6~>UrkC1t`e0vVl_29ZBTj8N{<^+v&OlL7=auAH9fGIo z>RyMO*lZx2+`W63mUA?*zreZQ<}we4C>_td4Wb?=HZV-y>~fEE?`{SuB=6RY3LuW= z%QaA|BcJ?lc-8Ua$Lp4zVE%rjet}d=roEM6L}~`AM_a`XE(y$KnvXXDS~Qx0YNiG# z+MW>*7vnK~eg2|-m7=)Hu_n_~Br66Pwtg^fn>IP-lS+Lo!HSsi0|<))$6QQ>zIMX~ z(70vMRQcuwt8+b`zWDHq))9kWCez>?8P}g3gU)myC6rYM856q#k`E@FZW8pD zT+Ozll$KvpF}E=$m^kib-IZZxwAwk#?YFGe)v#FJCK9L^<073*{t%hYnE)_m7Z^P< zQ>6CznHx1`M7eRrH7eYz4gg%h&mOblo(q<2C{NE8uYjngoC>Mrz;xm$lPNsNWi`@U zGt)Wg?hSDxkmj}&Ii^4HA;kUa!lTbzeE3;ZbEnQ<$4I^%&evlm4s;pNdqY|?GvsJ5 zRK|$G>GRYP$CQy)*fp2o)SqOO35h#J+s!-m^`c2FJ~~JmDh#^yW1Z zmRsFmPWZnvL|s23;FKv?sarB}0W*|{%5=C!%I>m>x7r#T$I#j!6_FguJRu@B8A9f^ zCK*zkX98b?68IQ=`@)tuOah$71SJGsp$UayugnJgKSg0-S5f#xydal@;WIcloLbqh zjB*1{rz@7!GF2bcN4-lqs@?E)BNYQn>G`E(z=^VuhiB-u&cy~{#TisO1FklUwcoSP zQR!k)z|wDrQ#W+fVLgQm4|-bcN?Iopqk2Q{<e+qR(#Hms`xnu&cC~U`%cV{CFvrW_3@qHaQ0GTgS&>Q_+GnpD7`H7a| z2nqyd3F71aj5}M3V;(IG2!`{p>-|@-Na9pAo##+=-r%>Hw8eY*2+!bjqfxTf%|_tL z96iA*7RGTWq%5dI8eHiuP^MF#{7bGF+YBJh-S^zI`!x8}0|AOux-#Ac#UE-XwpP$@ zs)>m=a-0Zqc*3_x5%T}UxLb2&=M~;9&NnnYA%}rp1Cj+&QZ1>SlMU<|rzXaUgq(FN z#-jzA_{mqPhwtsqy%vBmL}8RB^AB7uj52arF(Dgp?Hr` zXx)<&o?6ERncghn;i43^RM=>6q z2&%)d3x8bH@Ba#L_GAw!r--Vs+6bmg0P=%A-}; zquZrM(QKK$hH{VgjO4~UC0e{p!#89GLYtSe5b zm+!jxi0dfpv`~(ZT37uv>d!7J>zSsV>c6Qh)($}lq*9um%`k`fI5V}CE=KA=U<7%# za3KXUD>lmrZlrl`|E}QAfdMS;eNm0%J=ysQCay77QFsD?9h13}{INhRs7yP+lNq<$ zjEKoUsD5D9x3s^C@fGvfqo%~Q;&JEadQa=oas6?y?f0`1Fv@+HrU?i3LX!VKvf0Q7 z<(P5?`3TliCRE`PkjRiCgP&1$@UU}5V{5~5G-q%*cIUZIBZf)SMu3T*ikIX%*)f@r z_v!&8Be~So^gTfFNeMeyFZEtB(lR$RGero4n}zw&;4=&$(N?~v2d+OLfy-x*mPY^m zPaWgEfNx=RaNZ#MKsM+E_U|m3AG3L0`#+X0{6+}|anGh*+!cJvJr=UHkD5xDR#mts zkXNf$hc9FfiP)yNcsC)f;mA$6G80?uWWF>w5TRENz09s((eu}6r}skvD&_mRB=69r z_bb%NaTc&i-lO*$r#$8ztYFu$v&Po4XXY>d0q)3MLkrvNFvXL}S_{^7er3BZt(hx+ zWUmkrEi!LYb&*S8g|^<*3)8-Mz_=!*!J!_TT`o>?M1BAiNRzT`%Q?d4sbgX4MVDSI z`gv#NKYJhg`RR_&astS-8A2lT-Vk2pmwlEA((Hnx1OkfXg}X0SucmRA@=tP80B0Qe z6}M+3XSuDdZI;J_E6c|H9*90gvjlZ3&Fze^8bEM|z+>0(yP+a)@^^wYR-D3|PitCA zALb6A)4!0!7SP`V`HeD8J|u$vImR~<0hX{>+;D=U$rd68xe~%a9mo;#(y=jx__{J{ zAmt1nkcUA#!Kw3EU@cK1l$}V{v#XJ>ZWO|XwjWU#!IQ)8Dzx^}L~4BM2N`!Mb)_kP z6H8(B%#wnRVUk5(B|hw+CVM;+R0@y^A>gE@SU2XpcyTxN^5bSYqnncJ=y&t7HxcMoN2=U3)ma_Caqeq;#3+ijoULdL+qPB5pOo00AH8b zIcLJ-jD`*62Xv*Wm&@d*i$2kNvThtNRT^Hu%VjvzAkFPL^@`jucHeJ1KAu>VS1CLPOyMCG z!{q1N;($ASz1c%XPC()+sayX9T0~|Vvw=C9nRM5Clz7o_-_`y=O)1G0$yc=JW1}v2 z#l4>Yi+ghn!E6g8=AL00tng-7_Amb?OqRm9PhAgb z{hq%-r#~^25b`QkDdp1-73}w#k93Wv8FmC;%4=@ve1yerZP{xdLi^I!eYug!xpT#1 z!hdrYwhNIxdCWc7L^z`j`eiliZuy<%`>&+YHoMZ5{fs#BZHBY^C|0~_ld?RRY)crH z(Pc2$&Ztz|A(PUYrQ|8?f#rwBM^~&Nz-H+J!wsg4GNy>@$>zqUsEc_ct}`!Dcyq=q zUrz%-Wtj=u4EYd5O-mBse<9mrlF@|pMwy09DZy5Q^53JexhQ&7!GrRyKz(iWV`MkT zej5UV7^d*2S0yvWnYCsz* zAx3{GX!#%!r>F{|`G?srFrEg{Rw#=j;qyqRnm6>(ipM%!rmG+_zyxK%9f2?Z1dHjvq5D7=H_cEiT*A2xk5cHggyi3_$x zE+k**tN`iNX6UUL>XocYGIh8R^~qw<4;>sF$~-BK$&G z!OZH`C!^X^5U}D>BBk^&%LGk75D0Cnt_RSXI4O#U`Fi@=o?n{fR{X!wZUww;$&tOK z^~A9pnkTh1v{GI4-ymFL2%1i+YwmQk6e zoKX}7HlAU-8z57|F@CeUs10OI@p5W4_NT1qC8W$YHxnm)E4UP(hL)X_*QlMnw@Ir@5< zqYAL&oJr^8=W~7VCvvn@#B>*{h8o%oo_!-K_-=b$x7ZZ0+ zUq6t4oj^=*V6vmQ%Nb}1IHr+Y*6$$ZQY`}lIuTgJdFIeiK$3yX@@Mn$3i4|XpZH!!hLp-^P-V<6&hIzkh1iD874iKMp|K{vwNm+x2L z7{he)kjW89xtTCW#nqU6D7tuyEwNbp1QyYBG#YbjZ0%I09pN`gTd|X)ix9Bs#Dkc) zHET8+@bri_C_}WA!hv#NCELf6)e;|EYhXQ zUZY8DW#60y^>IT-me;yZt(@0KDF)&K~Mf#QEsI+5T@`jRDvw}`!H1aPd29M zD1bWaJv+WJ%aBOkTj#LHHTRJ&l5TAxQ~=&l?NsO$P$x)^*)jZufH)C=u`G5mgNlnz z(%&B~k7N^v%(EmmPAg88i!(wKk zQ->yi8)mZt919ooQDg6vISB;pHi#k$u3kvMOqo$T1NVwWzKfPY+dwHAz{MEn&z#+c z&eDMeSN|2Ez5aE_Ny{j8SdL}5(fIK7KUQ4o)q3K8&bTCpFTc=EetxA*kND~Z-~Cc0 z?zOhDmnPf%e(KW|r#@U2@Lgj&9xuTvs^=y7wzWn3YTl4mz;m51#C^KsN?5_eL$_xX zXlv_sFaqOabA@DiY7mZiXwP-_s$b~{=z&FsXlwpOyu8fypo0xJ^JeT_MoB-&!uh`0 zXPv<;d_k5y<@OweJSJWk0esS)933{ok*YZDz)Y+M)H!p`(Y^q`!A!WNOf`r&OcLJt zvWk}PDSBG2<;hY4i#&;c{rMyp_6T9DxspaS^!E|j%LJFPXUQoO4P(k~0p1})CmjSj zGOigxFmI-81z@8b3nbpqfiY)MZ;K8U{~U^UTyE=-g+}Y`oAp20E;J77aK&#NBZXJ_ zRT0a&<7@5ObbsyIwUy%wS2tf{c+BbRVg)}&X)U0H$)wp*h_MTRN;s8|RdL#*?XR&# z53nQY0qI8-o-37_O>B6=bYSb^88ovfuduLdA%^gHLp5U#=VM0YV?s9}X61KhmewGq z(J?uQ!DVu9>FVc^;Ha13G^!7{cC;#bc!)E(bh(hl((PgHCixZ<;D<|>3jGPi$3Ex% z`~@^!sF{q9iYD##Y+R5if)&sGqb@YR@s2flIxF@lEPVtP|e=K~o z*8d!n)F?=2P#=Fya!p}UBPU1LgPOql4C>&&SlTJ0y=gSaOj(Iy3Rd)dUd>tvP!+r^ zDfowqh*Pj5;}~*A%!Pk4fP%a8HP~5xO{uB~ue?Fu%7%LwgxlI;Yn2hiA`H$SNlbUY z&fe*ZH8og|W!|WC`~=@*`53juZ-KT+G6~3I_t0#C2{9gQfV&Tw*U-h~fTi;fF0F0k zIk&FWXi~i{C)N$SoVoOgBGr%SPsSzgxbk$t!y+e*%Ik9HljcbK8lF+=Maw5%Be=t=LScVtLNjl5oSs9oDKKxS6K_i=ft6#ab$KWJ^W6WS!V0;U*$WTwoEMTu4ryYfSN4$Ayt z7Cy4_{Ru8`<4n!;bLBlKg^hiw%^(dlwSfsnf@p%ey~o9JtKwM5-6~|fBBPL z+nbn@dE#ty!OdESi z?ThA5{GTZ%?q}Xf_z^)&db%)ez)Wz&x=)n$;&3fLGWu>UZ8 z2Bo2j)E-Wdg%y6-S3UH<5r6#c1%TufNgS${>MXI-M@QrPs85{=v~vm`ejDRgaQD+o z-#E(UTg-t3dHMUeFP5G>6~#YcoptQq+!vcvKm(95^WB|H%S=}6x39=0k#TL<3+7pwVGS&*A6IiU zHb4B8xM_fd$}1}_XWIAJ=P`1TdQ|MNsC%7n=omKDadThC&4|PJQ^mgfKEu(^AGIpc z^qdn76exe0DKtzllY~ZIMqTGpckixX*KSvPEBLLq4F93Dq!btZfMzP7CuV5+R=T!L z1AIb}18QcOioibPFf^&r$d(#z=# zRP!P|z35S1o1WMFpZCB~-w_kOWa=6tgE07YIK^P^C`K|s`|pN@kAc)HV&=Ij%kszp zRx?^kAt$7MEgl$MZRpT3W;X<&c{Qwf<)~5sLhy=23Iy z(cN=yERS6>zQ^z56IWjt+<2azn6h*xYD5H@z5o%7i= zlR&;cWDNk@n9^J-7E<7*nasl6wE1IR#&gDe05^qcb6d6NRCQ6E!ZX|s(9AwPoCvd- zZKpFaYeA{PaC>HO|Cxt;chox1#0!mq2P>lER>IlWp8*>ju>%+3w!(?Mdc~d%StClD zU|6a*e}4_QrD2sqYLi6D%a(!L2an{i%8P4!D2T1!_B_XpwyM#3kaHTJY%SDJ6n>(( z)0p9dc$m@D9$CRvlLE#CVp;9=>(?(v+`YE7IHHKZsO9>cga()(aP-bJFh*!<%Fm3r z0;xGOEpVeMR+T%ZZi3`W8OMW7@<`YpA~(KguLQzKrniITSJ@{-qr<5*%Ya12uE}}5 z&Z1K;L#v_ZCLZ_`I?fw)hz5%5iZ~cLVzprW@$pspXwRQ9;=6*@yots5fApeH2nUlo zJ(M<)>VmIt2zg5U^-CBRHHHm+p*-xK%_3(r@}dY#$rIja0(PNi>Z(#0kYzI))6(C9>o6MpR{>* zqz~W5D`N<}U&sgBg@}k-87B{=4sgB@*b(WILrujzWwDT=ni?}=ONW<0nqnZtI+4=b%gjW|ke^N=myt|OWULR!Z@$F`5G=chrAxvT15m2VL5lAclWQIfKPK`tSZj zh6t5q)T(`UpkB6#=!E){a3xtfo#DbTVi@0vl9_#hb|V?*Ym*0bN;(P9cSdbOGl4__ zK*?Sc|HA*(Y7;rN2aAR9zZxHmeQoEhtg}I5{&(Ol)i3PqX{qnZ`=w6IT;AVGwN-xl zG{-$Gd<_Hx+kvTeZ$RvIDq*0MjCxQ#>mD!52Qv-HWv~dIhgGTyWH9V^eqz%Orv;XB zfJIrGhJCM*Irk95YDhK=VrJX90W`}Z(jPf8rf566natvxWF0aX4=bqxII}C34ys2< zNZU>}pX<@=wjvXVIY>R`cYPPyt7$C z<2$x&+qP}vCQ_~1I7nx7fJt5!;9nB%Vz}MWi;sGeH%u^Tv|y@}Ng84+Q~|f&26~LA z3waVOs5P4!ALx6qWd7}con1YDtpRVb_X(Cu#=5Nsx5alJ#T)?gQEPFUW%dU79?+5AJ=irQ$wD zFy%)BBd|c`M+7EyE3~Fs$)C#-BU^&P0oFycVZ`=5M5U_k;@d17BsjJ6vS_n zZ(cgGmYXupm@ZVHz@P++^UovcwhJE(Dm#6e+F_JtOiavJ+4v(*f!!_}F$MNE%!FU_ z*Pgn5{Y3;z3HQBGgH-ca!fbp;Oi|ZiWWgi?3)_0A6%MyiMuv=PzzTGLF{fIb=)^ih~!xf$YE<1gPY zb|1fA>_+NM0DdPzpi9TeLK21}GSTQ{2^1J*U=jn}vW<>EZ}1VavHC#+WhgyT6QY`2#&G3z@W! z9yL}aYL(c5M6H~YA`C+!*qp;;Ff1I-COjHSUJ$_l0Kad6FTpRQOw~Tq1`?p=G2#Hg z^dqAfG#-1l0sHoMEXX?r}5XiLECCSy7EL1+4 zo!^OL-;KX$w3pimFV-ET*fV+*%DjkNsRY}~HwJe#wylFj!+O;yw5C z4$HwYC@0WW9+P=!Waz9z0D;=NT&+C{BR=5!L#A}25`FAP+EB{t|i@v1@Q&SGhPRjgcUH_@u` z8AAB+{j7szqnVOr#1|E1Ntjnmu>sRn*^7BBWmdGu>t0gf$)uU+WsoK;m)-q$d$1$# zQRDA0kdE+UDkne}I^fh+vvJK*)mj#p8#Otx>Nk3TCh^cdwUj z0~keBfx?qvpZ(*=$l6yDYQf-kcEzg-hP)_Cl&nyw>QDxN=cIBGMb?trjA*r3@E_I? zkvU;|;XS*6e!XP}!^qGR(n3-i9d!(St@SDjn5j$45VDfSijI2QcYqCF9FWDEJOT%U zPh%6BVH7PzXy7p$;ECQR#u*kU2DKUC8IdXohZI$fLFXRqd+@PrzfS4yeVcmLTSLMp zf=Vt=A^XA?ARnxX3`A-%^P#gwA%E)(?|KXD_r13l%wygdpyd(jY&P5B`%i=81JCd= zGk174IYfInESv5}V~!YQ`VW4yY=WGLsr0bS;8YdPWdM~v6(O1iEKrRcNl7y3_8D-} zqOL2HH-AN*YO5sme5bFq?d>hmZe|6tPY^T>=>|L-A)@YuH5!X^;J~(bGxn~zT5F)q z<9mFO?O46*v7PsP^G``<*ZfKqD&eQ8TqV*D5|qy1F8}DZhi*dHV;NSf9AkJ z7dM@J=&ZafS3!G(8UyN8-qKvhlt77FJ9=v7YW}Cr{Z~aD)z$9J{tgZ}QP-Qt`pwL= zW9@0ojIvEL-f(z-xVs<$!w8b83T5br_{yQPW3eHm2t*hFV(P(L;*U@W1VB|HkFZpG ziVN#{nA}q}yT^xniXjjF3F5*y zZ^#5GLUVv3U5pp$t1nv*%+&0-U*eW5ZH>1*&6|v^3u9gG7zjRUjF4bQD&8_tBE$JP zC(uLkxUfeTMVJB2A9ms&(B{%RROKV5Lp-Wma3IglBhwomS44aI}}d~VMSG@hOS&elG0XE zXsdXq*6Jwg91JNb5?&KGhNfGyZ=jd}n4hc_!$o;rqfH{`0I-a%hBqmZxMJYx?#F!q z3AIK=Z3Eom(lp~i+}5E=hK|IgZU64}>}w(&iS-zNC-Kc=%J~aD*rHutKdiSY^@jf! zt-&|GY5tzk5&I^0;&vKK_h}U7$&mxLa`W&mpxV(bJajj>OPk23WOZQVG%o~&h zMf1)Xl#o}mqXYy?{HOHf?P+VAU3}@gzl)+fP*1_2LYNIghG1&Y} z;-g~UDBc*HWuCrRBnGu$)W2A_xR@Hkd=gddih)mWl+r8IZ8l^<4_<&3k_fF(mP^frNUBT<4djo9CwZGQsc z7n(x-B>c<#l|i_LK*Dg!I7nc+h={e4E7(5}#8!o+1*9_41h|7IdG;?<`Ps)R_m1}O zFsbQYoY8)tXn9qk7{b7+X?JP*RRfy1cHvIwx!_ea>;;IvAaY=%-KG^V)=QmiWukz{ zbrhYhE$K9KN1#W;g(`YJN^Uw%qAp}lc&&tJoXXiGsbhN^Sm2M}(alj?u}Z+z(pWBy z1=l`@BM1k4e9S%slThx0yfBF(w)!yz)Ue^gojV`1*=o>u-+hv_PUnSmesll@DPtdo zS_7nw9U7`dtchsv5!b6W(h?afw}G04FTG++(h`C{S$ZEhZF*HxVv0Y>s|-l&;K{6; zMwTmXSfHoT-x{Hr8A8sR{KeXCgMR{q!IuV6VP^eTSlOTp0z*&!LZxcL2{z>v0;eyp zrNRZkB}!8@jAUo(tM!45I%!Eo%1k%mYly%O*BXozWEO%L>41f^?b{Ffw&l)Juytc| zjG)f8x{Z|(@Q^kH z(56jQ&U(0-){$%bK?IhS@V;ABWqGnECaHOY4r-G~s)Y-xeY8dXER#_$hH}%iPaqD% z;;H1^*TwJvzoj8&CZX6JJPI(X5)+Pp(gP^TDqBHgn{J}oZI25DKtb*-eA*KhETAPo z>$d?0sW!kUx@3%8Qf1Y4&dWI6b z+^CX)Mcz08@7Z!}Bdh?Hb6?bq6Dil+S@_e#Zg>DGjS-BAM76vd3)fmKdwBiY(votL z=4`h0h;Bl&qeH%rw=f|#U1NxA(JoZ$(oJ|);an&Z)Lz=v<9AOs_P#<-5Z`~bMaX){ z;MJiK#&0y}Igd_-13;n1Fpv$6o{8yPPwoD<^faLHo%e26sBBCa3ChPSg|=%n)?Ax6 z0c3s3&YS`LRoH%sJLZE{<@YCf%FUXhP&7+NpPuvff?k_eIGZlPX_(w{HG$b4!=e0` z5~gx2>Y>{9NeDb<>2-mNs5gA&l~>qdbW(bW#LcuDiQ+E>p9GAH6UFR?V&Vek>q;^Qa2 zN3zjnc--vs8efF_1C8S9@#8D!MEK%e>F zL@>L0`w*4ANOAT%lmMdB+_^IV1tc^(SHKe=F*^kQRQMmT&OvAeRy=d?SQt)}=m($W5Cx6Z}4b)Zs%Z;y;(B=OV z+`p6|3vW%+NIZ~XdJaOln^0^TA?+Q5?*Jcx6o#{froVvtXy;?u@+tErwuZ!tfC{RQ zT$<~~+k~YA9)NCu$CNAitI<#^D+^ue!Sn()3v4KQgkx~I)~@l>A&(|_Xvbhhs*n@z*b6~j!Z zI^Q5&S^ns0fAfU*16CQ-*ziLXg$$_~tjmF`T*-;f#16yQ(8g2LMFY~u>h!g;gP8aY z2?7yr*V{<6XuS*R#f;8KnFEMovA7TAXJ>KkVn^^pX8dV?Dsy&~sHV19`-wKZzl(jp zE9Xti=N;^4FmQp`?z%Q4$dZ}k1Jlvwv%)d;kV|tXM$Kmv9T7Avtf#zVUn7T}kXEG; z=SUlN5zd3|=6#;^n-6E-=oGhfe0ssov%P+)iTbNUj|rz(c)5F^L}oD|BT=X$-WgqM zpRj7)L|m8YtqPa+Xt_?&pU{-ua=Wo{2y6_5gM542p=mZ0CNvfb8fO4d`8{%ZS(Lt- z=pl`4p0z^9zM-K(Boe|drVPkRVNBn1on*F=cAb%BJ_VzEA?4P9jv4a0Ez3GcOTRw?>ASRgVS+S_Hygvaeq zPtoGa!2tfnF(Ul~6ig2Xu;>%zxz5;va*PNqYZ?-Sj<(?Wx$kn|S?wptbJ66S#uq28D?fX})0XT^c^?T1{rCLmq28l;G&5_6d6^-Hin_Y5_f~Sb zhCzxSK-%0;w(MHNywA0r}G{R&`G zTrQ^Dp?z^B*8>(eYi?mC^Rz5M<%MW%>wBW+Db}z^rAo$ClB7gA{kvxnAYG zx?{&+D-IC*fsXcf;WGnHZ7aQwlB)AA(8ePszH0ODFV3my)bv2M-}JkD$vHR1?{Q7* zv}~Tm5>@%2iMQi;4vlFZm~C8mMi3^29AO)p`-6+OO4@-4p>0WCaN+^&DL!rXGauz7 z6ckLqbok=BOx`L}Nt`@4Fqbr1o1=Uy^Qqi1=(4TTenNhfwp|4j;!9vhf_euP8zB#2 zgbqx#ep#RCx>jYo)n9+@1RMr=X&~*Fsw$(KX+E=FZhTP3o-a55c0zLb`Cj*oukzTW zb=5T`&qC|mg3KX$92~1HSn)kU9dAJaKMd`F4yfGnVJ!54d=1MUcN0>RD;>z&QLC)F zC}+!ERE_f{(ho~#_e2;rO>lZre31msJmg{p)RE|rQnStXU3ElE?)d1}s$5#p!0l#{ z6MO0a%P+ZqSUASU_Xw~d$IqOgaBj!3HkwbawY?}Hz}GyMi(sPja4`H}s*8?*wbanK z%V$;e*-xB_-|zxZBJ?!D2WA9nwrjD!j|C|WJ`9V5=m8l!%O>6y|NHzyUcF8IFD@$h zyz!yFN9*R__C5UjN$a{NOy>_MTD#aArq;Ax-BV zO{j0GPH3sA027K%WmKUtX|6<;b#5H3*h-T*M+@cW>$TstSsy5Lkpeo_oURmQnV>?>VSMY@Hs@4l8+H3i^Q6l&JJJ1 zoRaC1QY!=&y6BWs(P>j2#y|l4=h=0*9yEGbKu#P7JPCX$@NN&|l7uv6XJph#cZ@R8 zmTp;Oz{=G_H`ER(?2^z}(ZjmJff3X5h$P?p%Z)3McZ^__-8`8S;PkbaIvy?EHm5Ht zfAmr*jsw{Ipn()n8Qp0tAq(J!*O$8q5CJ6ClS_w?vweUys&B$4j-uKjNuN5#p~?A@ zwYat$;$(KP0kQdP7o<<3DX}5-()aKlmmauwZb((?wUO?n`y$4$fY@ALQ$g>=UhO)D z75Hd=#_9tF0vy88w!*nTVVDy%Gn;8j)mGM-%(Y{J?uIk+EA*z7-p(HrbB zu`KOtPWipo&hHssXu_eA#MQf=ZM@qt{>05~^AqDgEwI`a1^Kuqa9y6musfZi&4-bB zY3`=yMXcZg0_byuU9kxXeGP@fb(9t|=AxD1Ah-~uv~ELQlDvf-Kz}P*NRrO9?{_yT zKD~2^CDd*lMnJ6Jo8ey64k`P}i5y7)k3f64n{qmh4M(j16teY0g6uDWcY*~;`!ycA z(f%%#(X4M?9GHZcm2P-jbRmC;v1{N-z>sJpO7>z-g3P{Zqt?^0vxI`WYvAfr`*9xJ zw67{h+K7BrQ3a7vv2?gTE1c}L_}+bMr>)?}&BYVqzgYe2Q;oL|jH7VPV!UldmN0-j z1!$4;ru~68!l#M#swt158c{J&hVt^3pjNaQk}E9g5Rj?LKa7$Y;DXp#@;hPl1#4e$ zZ-qm&BV0zL3$UpJ3!ny&jv|MNiva$;QA({`D}K~_cJlmj7ZMKKCf7AQ$oG=}35-Yh zcP%U!!}-q~to=g*_&BeuwbDX{R$17d)B)c5e+Bg?hTG&bY3$Rm$=5eS&7%}>>6__L zykA=sWPd#bH-WsiXTjY2ZOw$tbNkF_FZe`!9vl@6z1cvarzP`xS<+7DpM1v%BY9|3&eMglIb@vB~9sSc5@^;Wx4~|0JxU!t1>zl5*uRYRexrQWh46DiNWtPe)PM2*Owgm^V|OBOn6O#E3k znl^z_L~#lFm(7*R;2^}-aT$k-%uCIFB}*C{SdkW!YyZ9`-){I=vKp$oo@z8R*624j7oRfX z-p+gF6!7hsdjg9pPt2P*4+iz;4&I{%XuL-T6*M-2Yc(Py2IRcyr21DBLj-GIZzt{B z<95H|+PinR2VC8O_r~$X_m9Z79jNUQWjMO~)_AhP#Ix}ANSSX2^&-dm+ zvYYLknI*JNQ(@!}Xl<~k6U+EGo#T;*70A!~U%bk;j=4FuL&40}U{~H%k0rfdB*pgQ z>ccf&=1z-3X73Ff5TKokA#+Oz2~V`#aB((yA#M(Cvug;56v-Yq1|n@Tn<><7zmbqnx@sQK(hx}G-Z=&%ghA8;-db{+x*>B%44~B&773^rVAVk{CBqDXp!p-E7_~k%9}ZPQe+*-X+Jct4 z7Op%RJI$jn{8xRxk7idyDz@;LWyAP<_fiTbR?l1ddvC>=(?#^AX3_)?fg5c}e3P>a zZOi87G=~rgZGTupS2~S=2`~b{@PJ*h3l_}G@)ijca@x8Ouh)80@H1}0 zj<2n@=-4<0Ik1BQBD46~g^2Aqsqn^>AjK+DV}Kp^3V0m=Vno6HU8n|z6eIdIIsWeN zjE(hEdq&?H+I-&8fy?^NC3VB>@-WgyZ-J>V2RHK}s8)*!%w?_{ ziSV?>7}9-c6HXnzD-n?8*Cv21*5MHhBW9_Y)lupEZv5Uad zHib$H?#ilQ$FDNoj8CiN$buV;?7c?bPEp$u9q_tC(|wNP=Y(aYc3V?Uf8`J@^=Hre zMUF;ylMEJzw_^$20HAmt0vH;<+CqWY)t!&6Npnh62K+SAsf{iAQxP47m9wiH$7Ly{~ageI}1Yk09c~&=Hb2)IzjRQ zZY;laF#=xoUo$z~1ZqNbN3)gv5EwQqfo3hs-AO|9kx}h22=9yoYfm*)bJIMn*;i!{ zz7Cj%6$h-NWngGk@+IXniJ@KNJ4}g)N>lYd!q$(F^X=6`F4M_*s=Ye7GsQ}YCafF# zK^@I(MQ{e$0WYfkNS_loaM#}KSWCqxtb_~ zjmlc-d@H;dm6LV=({HepFl_?)d@Dk_e3@*u0&n6pjkiMWtoyDax3_?{6g1u( zUHz3h<2qNjDW-37+WasnTNOoYEV>9!;+wh7^}P%ejLH!JQgQ{#a&{-scx(C;mr}Oz z^r=T<3Mu~m0`pbEIul!x4WOyM_L;^7tzbmLah?KgE*46AUB2gn`dJr}zk?4ASP2|q z0lK7`r1B+-LGC%^@)P!fjFM|{ki>2z5$|alGHnBerrPyW7*z&T6}e0w915VtqO!My zi8q0jJg3AyU@N5;_bLaa(}Bey@CG=;0VsjpiSsX}>Za01BOxK7pbs0|aSeB{p{%P4 z38%L_WwU`Y=9SGRr%!np%#i0m0ioZ@{(gxUFagc(yr{LD4!$;RES)mKJ&2zN*yQ9Y zo1wP9mAZ{B$-<(a+IertMH-r2KThsub~_LNlN!#M;=7`rVVLBi)TMiW-a=JRoP1tF zk6M?KhH9&lDvinNY0)jsP2cs&$|=46I8+7`m`e2g`G4Mk*20M}Vi#+H)GRNp=A&Zt z`!vP)5W25UW-=U-roj)HEKg1$yY{jsj(`P8tRcn%RTa*a8V5Ud2Le#VGm<;?0?_8> z%sl=icz|rM#Ir-+l1OiKYnxmC(fD}Zqp!@r9ev2CSPMF7BY^lyyJ4g=CPBy~k%>V! zt(d)%Y>_qGK6qi{BIk?<>f#edCyX=$spm&mY3{_Ao}j1%Nm}B74qe!VX3h5ftfy$q zHu%j#G)0gO22o%FG!eqrm!2DwfsRa<|e`f&$W^Qa6%N3ThvM_|_4Xo4&xm)g2 z%IQoQ0Qe)K01wr}NzFRFr8c3tw4kY!M1&m{)pSN@=m+>xOo04{V8A@IM!Up}9zjr9`n2$eSUhrs%N z{{HEem#emwE+J-6S5Qkr5y?53!Y=lkoEe%FtJO@wzo+cTVtyU0=rGC7FuLM+e4FD_ z%gGOlsssi*lRE|{3rqz9T;0s|d(mRq=CuJ%KNo!oOs%Y(gqFGl^s+!L>mR#!A8X%u zA8Rjo&E|ZN`Al<)<~E!?T59t@M{=INCd<1&^xkN zTNYGseA}gJQ_+bz6u^8}f{BL%;MxZtx){+KU5E*Iw~1A?A_1Z3tt1T98N??3@l$01 zvc{>P@ex{lnME)x?P!&iQo{ex^4cz@@7>Q8FS>Dcr4jua$AF3LwUHK{pqMv=hj_X3 zg1Nk3XF3zTJcY`X=AM9v!LTKMxsw4I&HJXDq{Q9<&aUnv`2woiA77@1nr2hkFl7P( zf)uG>Nwi~$)_NR@pS#%`UC20M->b52amG~hsHg;9**XO)FCej2OFoKF2#(n~2%vO4 z8l48nL960=`0SA4xbkRB(0ZF|2+_USp`dAejFuS~fRR*xEpale>N15y=9sU#n%xPT zdZNAi0yH%C1jxQo^{;bX5a`S!ob^kc zWUHx9$ip7%BG71?Lf03fYB6?^drHioqh6#1JzByp4f}zq^c$Yup)aFfIuU))r8B0uMO%A){~u zhWENZQ%$=+Q~exk4P6N&|F&FRkWUHwnArkp$bc6C?d*@IpIrekLaVL*&0(lkmm!??=arBPJJYU(+hmGqnQ#SqLYARdJ2alNEskv4=O0<`g$2H z&!o7to1d(HzmQJ06RndG=B;M$Nap@2+vQ3Uh@~wBhX!wt+dq!79C9JOr1g@??55m< zj_74^{7Pd7D-qZDLaLFsM=eWq!kQiTn8`fxrPZ(*F`uQqW__YGH~1m7FyM_EaK4n0 z($%!~9xW*|;|`RHJT`&r1C#y)9m5kFLUI(UB6LaQ4CWQa8PMbMP( z$9zR|Ke&9%12@m~`pf|fu0)prc!0D0cFAK4ozpJO?WW!)It}0pRM{A;J~qsmq8jFK z6A`0p`oF_CIVF%j8gr|*3rZG^xtBAC#oa!v`Yh{eG3X!Ycp3RQuR^zsgV5l+awD)lwND!wOat@T#WD{c!50q3 zr;hnI6E`x_VYIFdr){NUZ1Hz5t}eZP2gyPj3Fa1w_h-qKtx?kNQ3+=P3yG@F$_CqK z>QSJU7=FC8FBnI|C0H-8Ef(z4paS+}<4PMXm7tA=fJ~I3bi#cH%HmO(N%WL=YqX;u zHn`Yobwl{n8i~9){X5^cgcfy7D5wW(T?=B?vGMT_472efoQdOGR{sX)w8pkpIOlv&GA(x03d(vBHLI#p zwlf}l$|?tTm6AM4?iEY{x2bkwhEaQMNHNv(0Z$Vs50&*ls~fI=jH>bk9HI@X1$mXU!l~8nto=Qt zTFBK9PHf3?=Cj-Rbsbx?sXyo^ED^%)8amU)UKhvH-W6^x4$(}qesD-QXz-}70E|Fd zzY8?kki7AMgbZ@afJ!_9KgK3Mp-0>TYp&%6EEjhPx6|E!NLS zYN-uD`@1mSWtjq<$!D#``zkB#4}<3);6o-|W$I-Z*h*hi)ZA1ADEDG%X0qnRq`UfT z#BLruxTb<9a;d8R@PSsKesn8P|H?m3QVwwQAKqO?m$@3>>Xl9kZ1islUPhn=kYxxw z<=(~Blet$U8*xfM<2+(ebMlZYBN<6ZJ#>RNO%qocjaUc-6xsF)OD(GXAZywsyxdGJ zHubyAW*E}Uv{O_P@JX0dbN1Zoyv#LS&4{}IVzV(Vz2}+-8StrtLg?o+ajnHbLGOOv z#KiZRs8C?{v|u!i^VKbyZsv;34|1*(S`7{Wc23;~c82^Pz>ZsTu-3p|4RuCOSfzpT z1c|rGjXHvM?0Hc)0JwZ2zjAz&OaRiQI|=M}_`B~<`qWlol_EgK{irI19~!7c$Bs&T zkZnH>8ek68PhM*)*fdrP7-8W7`B5zi|M_&=l+nwt2K?NzbNj%%=c_~i z=v;2&HyreHmSJhRMNIpDEs}?ALr}S+70ts@?5w9E>a(ivxN= zKEvJPDjFquZU4LqaV31Uu?z-gj(&1Vw~bKIq$_lV_8>YMT`Ro-5F2f0%vy^iA5MGL zBOeqoTqDr)G6`;BkfDY2d{j5YEhX~xy{TL2nWrp_pu_kA@nJFOk^sze<7mehc7~4N%oX_ zomd+kNDZdQKvAkW2Ll1_U@duDO@rLtI6+xsPm6rL-9iSwt`D-ZK=il`AA?q)IR){q zPX^4imBApmsl=$e|BfkVtYA5Rd}B~{HWUzko#b%x_{E5KA;1KWnp?-QJ=2gHx!Ak% zqbPnZGaCBEPDi^;DcY22^r0Cv3%o+;c>|LePQGkuw21~0S;R-d%tN`mJN{9DHUQO>$RuyqwfKS-*d`7dQ>az#dRl8vv}Ct_qs@IonxCvbT79GZZw?{q zka(~R!~}uTEf$jp36e1i{q`L!v$_vU!_3ZN;W@TLEan|M zbr5edD~DMG8;@MIKAutSzs@u{b*`!d;vqPG2*PV`Ag+5(w^n!abEVTdV~3OsJ2*TYPPfk<0Pg*ON1=| zEbx@rYdhVs@;) zoh2+yPNDsn7sXP`zMCcUm&X4sdsjg8k1^k$o8!6|aa5BpN-4Tuh0B+%1g;XMA4r>C zq=F{`(Gv=7M*yWMzGeQs8W?AnDA)fTRu{+I$i#NA`mNlPn4rUCa!ExP;wq8gHUr^q z=E$OxYlxdB^NcJ21J_4lgtO+{@#sLNTQ2SYAYsNPs`}EftEtC@e$l##O;ItBy1z1& z2cb#JDyQv26<44%_lU1Ex+q#a0Hg2al8RO&0pR)bRixrU(XX<<)t@UM5UXofxBXKO=KGlN%ehVBB%gMQBL zRNa(zdZVXDVszY8;p)in7TTcu=pI`l8 z!ZVA~ziD)g;KD{exeyPP$=y z{T3K+=t>7o_#bUdMj)|$+=;z+=I#9|K`Aoa17j`gG!s5>JXPfcgu0J1b3P{}rbII7 zJ&&3sfTQITM~bgM12OhM$A-eeRv@R;XyBNkDw&bYO*4sDMW#=Dzlfz#P?^%wrxyC+ zS&~RU?P+#KuIZYt1o`$$PY@d|ZTeMyR7X1V-p}cSSaiOsG&j+~GTD)9BFHbTfEb+; z+5D4#W7~zUcDr4uDo$=*SoiB&v9~i0mY*Mb?+?4We1z=SSfm0dbz$B~@SRMNER=#2AyeM7U)75ocJsZ4d>4hmVXgNSN z!iZzBEywZ;x2B81VOo^7-_A1JKd-X~c zf#o2fm6bB_2Kq(PcaZ_v45R2XNbV+|t$0o>aTlq=|HZ?sn!F{|(Zacncr|EO@oBi* z+&d1~a~8*QffOpX&bq}Y*_#daGLqjOL1cx(xfdQx_XauQpIT{-GF(0@1hwVyyWu;B z7Z3;6>^wX4mmAyuLi4>4PW=;i7YD*U=6GM-;bWx;_ys*Vl0GMrw5ZJ#dPA2_q_%S> zO`a@$0x^b&KzpIuSj&Ms+Cnu4cVVnx5JqW)`0$49#Lr$}A;c~&8|)8eFkr-#cw=ch zSthSc<$p9auBW4@Zjc28C-Kf1fU}ud@mKPvZ^*Mk*wVsJYKS2iMOFMm0}h>@)`}2< z{JE-+BI>qpB)NUG?#%$M^?jfYPgqn`Xa-|1pAU?@#t zpg^*Bx=~}KKi7Bu(gCrzKf4=xKEK?(`61>DosRzP(H_vQXi2UK_5)O4#>A-kT*y!< zG%0{DsCM4HcW)+|09S9XaYlq8Iv5&C7sMu}FMh_KcM#?JOf?I89X+L7@qo3wn)Z^} zc{tryRC=Txfj~0F_izg|5U}`EQgRl#s7YMMS;!xyxRlDxnhjYE$YZHDb*$@yqJxxK zcMStGRv8buT32b6#a_E03OtFPoNJ9Nx{TYZwU*blt@K69jpKEj_r?@>a%t|qRCA_o zQFikj1$Q#_x@*_2*`?Gni~|@u0KuK$NPK^ifa%r`EPukP z&!9s{f@L&C2eF8}f`|yqs*IrzAJofrd#5~#Wf%6kTx5(nITPvmtuY>X+%ylw*%V*HKf_J?_8jC(Fdj6G3OQUY!7Uv=?$W!z5~ z-#|q0_ngsMC5LS>j4>_aQy3|EWrPo?c{Y@MiL|hF;)-bQ5#2Pl3R*b<6qt!zmM)(L z&0Q0@DwxgG<~c2Q=8&w@sn6NggYW$WB~7ZHP33_eH=d6BB70YVh*-l5eq2ojk(1M# z6{k?kG0k6=kwz@=*oNR62?~oU2IEcV zU6ugRW2TCR0tc!KvD4rcGvg?)LtG%C0k>a;MpcQs?kzpgniTIHyO3S;bkie~I{|)O zoK6PQ1_z3fDA~!kn|Q!3+FRUewp%Zy3iYAM2?UT2y9yVM*lkS2Vd{cb?@VJGg35|~ zF<`%=SOk440cRlN2qsVHcQD3sz~r!&gjpjOFN5Y=DGB?^M9NVv)#a#Hql-Dx(~HVxxHv3m+Uu8HY^(RqW@CO7Uo2=UWL4NfqMUEBO)=tl}(+>OG8Z zgvZneAQ$Y-4CP0HM4RbZt?s+2?|~Gt4p^5N8AxiR-|Mstir!ZYP@Jb?()sAvTR2aZ zS-0YUWMk!epm$^{v5zYVOmpM|R)5+KqX88OA@-2Vce*j&VCFby&Kz+tkA-a|<-*gZ z2|9P~@ANX9GDfb{Uv#b9TjnFixtHKG{VHCPTKHu)&x!e;z9Qv*U$LK<2xNtOAy_I~ z8kUU_j4V`Mg)a%>>`EGXX~hp^v(4-)*WbLkE_3dJ`SU5Undrl5p_pWrU`)5DyRc1) zL$?)nk(jp3q6$gvK=V?XR{D>ILNi09cq9Xh!nrrRtRw<_Qj#h-cv`PCzP${3?Ntqa zm29s4RX`GkYhfihsm4&TlX<9_@bsVDthyrC9Vc`EtO4hCi!3tWmYVVB#wXUr2i0F0 zU2D|SlbaIW&l;Lar5PM#BHq%N<<9z|m?8qEQ&@P@jdOnr9}`Fn;W~(ZM-(y$Ik0D) zn>Nx)GyJ8>rz)~)?*24$YcL6|`8;EhZl9CoUC92amr~9DVmNq)euuxrgJzRS@;J$y zYFHOd@m-x?uxr=T+UUyLJd>}7poiKpxdAm+`e*0t$m7P-$PTCHuk#}_krN6ZMAceD zF$p}loz)XVZAn_QVY z*w`R*#xjZi1;po903s7a>vPFY>I6V=;+0sq+*_7x@HMl5K+z2Uke4dl(&)mWh3xP0 z@$(r5tA;9Zru{CXwPkr&XR49Md&1NO%8mW?z0#3uC4>(mrHPrO>kS6*Ykx*JQ|%n} zZL=EY;|o3;85MqjxV#LjCO4jcqM-3&U%A**TJu&Lnx5X+=n6v28ZZh(&elH&00P|! z7Rbgz?r~FV(R&^9v$>s?@y3q$R@adu)u*IFewua(igcX54~yBXgkG7$CzFBURIv2V$|S-Q=_DjE7bjaVpH(Ar` zV)g_*p(4?RhRN6I-jM()PT>8M^RjXvF@KEhfi?o9WHqN0f-a*$+7$Zdx5B|8Sju3c z|0YrC=ddYk0`LrIij4OEEf^&HW=eU;gCE%07Ua4th)@%Qnu?3HVRAgLkt|V~YXHIK zl`HakaCCs#qUr>~@qIT^`Wd;4K?ZeDMrW!rl`6a+4HG~-fqf08t6Dsh%a^R*$T*8n z3brCeP=kZ()nK$nyY3x}T|K`#X3zMRzIq(a=%L8|Iu0x#E=n6#yJdj9dtCJ%#$V4j zeJh*{uGqlq3e8Csbr*=X%`j$X=1tGDF+qindoNHj7le8vL1n#QC8_Xm07f#10f1*A zlFHO~Bkgq>ue35XI@o9}7;eW8N|MxadG3qidQb%e{`pnDy$WdaE*q|rk-|lz!{D;& zI$zI)5S!$eN96`6>vlFoD{XA=8f(hx-E8gP1UskMtDA1$zRey|HEatpS{kEwjow)| z^jzP++;Cs%e|G4-$NeYh5zIxR(CwW|Cx6+og&GY7vG#P)Ydm3Tq@HiL(2r?c&dFTU z#>2mH0f1d$a;*dDS4F#tNu{yqPsPVXU>${!#v_9nPy$bMGiI-OlDJ}rgB!}ElBwmF zB55vDw&C@Qu0&aRo+ukCSmmaMn}oHPY8b;%_WE0eSA9z;AXUU58`=b_fGx|%dHK6` zRe>#lKhxhe^=PR`h^2I+wS5xBvy)U z&87)yr@MPvehIPxd*|_vd*d250Ma~Wj3{N*bFu4oGOX7&M zTgFI~I_!lEm+xq=tQ;7{w8l%QC2bm}lm+4o=8W$4H<8f7VBW?pSfCB)U|7!)95_N7 zsOWSR{Hz+~fkjx@y*0*Yr+I6XS8vFWWDv`k5S3R2Q(OG#`Ur7DV@+DDP7e#eZsL(Y zWg5KC%j(=-H;Hbj)7Z32sVb_ID(dCiJ9#qcx;0U}@n4BzPsgLcMz55|*511H@36d7 z>V0e)c5I=kH3+h?_ikM_&JYRFwfH#2PwS!t9AHG>cusX3?chT!tQRLV*9vs;_g@{% z4jhzw78N_2wIIxU<6u&Bv2}`YK8r^?=|I3|n6qd+p@44a{GbW|iM!2*lD3MQKmS8k zhFQkDqHPv!*TsHZP)=Vs-c*ZIo`pTCRE9TBsMz1kM8yBYE3o>~oD23$H`wivp`!;S zwOyD=<67)n)_s`T2l^^DY|mT8OOVOA1DKd`o!&A`2YRz_h~9wu)~Jo5vD(iU{JC{z zLuM7k(s%^A{w9{utU%~k#F;Ma!)!t17fW2C@bN(=&F2^p+FGcjB5)Ts5tT&p_>wJ4@XQ9!v5HB$R}5b!TNEJ@hRF z%3%ye3{rBr>H&3KA)$I1)%nwfN3eWdK|g*hY;EN1(%uLiqfyNy0s&0PgtXnr_6xjy zh#&MyK$y;hGm4_S4X=(H+}-d`V#+NDjLI?R&7nDD>%-q^u?1pr7tsRaz+m)lTCu|T z#+u=(j+ij`PixJRV2{62#-VI$cW{-}Qk$8NWueKUWZ=U>OT(V$C>d%hh`~ zZuGQhYoyIPoLaKGjU2+tD9ewmkdN|$s>QPs7RmgF{>Ea7*57nxI@1ZU`v4h%_5)eA zW?GpS<4eP%3eCh}RdxpUp2bwNoYn(7A}sP~R;n4mP+U;48v{`7uid=)9b|IY=1teH zL%A8W#QRd}$A?@7?9|oF*3~m$5*7}F_f`&5rm@9)jiC;Yg~A(rhT0pp&+^tUKe}h5 zt+jSu{W%zHHBjSu5A}))rKFKCPBSi2j7m|$uya!&>g`X|c$`4b4ufU@1U$|WxVic# z6j}LWPf{)8;ld^&EJOoTfZxS>%>5Pt^5Qcv7tIF)hMJEeO-7B{c@Vo@aGt?U_$kvb zeb=xhUT0`@lI~b=>7x=|D{wJnzQ_dYuVS3ZG z>7tGEKIq5%_H*V5NBMOPO^@t$O`0^xkS4IO>Qs+ZE8l?XzJqnjCC~~0XWD-6+SKDg zs-0D=GnndD_@m2yr*F&6zBC$Q+}!wYoau?bDn-Ejn&8i#{(DenvK~XiJ+$KAVViSy z#CZJnL|b^Zz0;fq^o7$~37qhK^@zoeFn z1icH9P;VG;%u#Y@5fuOl&=v2;)Rb57Yn7J1?r=sAQ+2PMvkQ3o88OC0X|oRq;`dX( zlR?{KzoN+*?fw!7grn_6M0D|T1ou#dsb$zPSVogC12s^EfXD)yt8_i`0d$3L$-3vO z3g_}F7khIQ>4)bYV%y6mEdc)KuKZQVS8GES;3PCokC5G7J|_}zLk+b}(5-V-(F7wH zrw=eO065}#U9O_s1q~%J^FFC&VyU%)L;bz2IKtHpJXa9>f9H=-CR0qaxO7U>0O{No ztC&D!%a5>0kf$>bvtlHkkhF^cb2A}h!d2anNl{$90>&ic!c=-FH2vBCC0~L}^VlId zsKR{LJ{Z$pJp^1pS-LWDY{#+vOZ~@p!^P#j#lREk%+V3oPPGQrbTz5wpl@lsb@@2e zI`T6a{c7N_0fzfc5Ne$rr>sO>x z-~P50Pe+mu(&#c4Xqt~-{J;B-?$*hH^l88@j3MEOguduWw>yfzRK`VcndqJ+5{hmi z4FU+iPyvJ1crq-zu83{xd@~8hn0r7gQj8=N(}l7ds_%4VN4tV{KRyg2|pmuDY^;)N2CEm zx=yobpxLr~eulKtnA064(E+_yH~_Jp zeop-1biX(sYollD6sMrwo}jVDWVi9(Kab=$%UkZ|R?rj^8*MMa#i3iAy=^Vv3VU)G zMerDmiLh-^NLCJA0Z;E;9el=XQ!fFv*la;gb}KkjXde76uPxio=%pty{k%zF8TXiH z=swbs_PnGPUE~7H8AV~p=$Ycdd;d42RU1f>gsMC(OnC8rf5frr=4GKw77Z_jK%=_5bw4Q zE@pd;{Ymo-nIgeqlpY=$fxFN|E3aeucPh&C<3>I6plr_Q!7b=dEa3Pls5bqB-}pK< z9r)muTzwfI_Al^Bp`9DS`Z-dA5JTkD;K4J0CS(+jB%mDioyocqg^@|Gp`bc|tvLyM zXdUc!$z*i4{Tk*Z_PFt6LE-fDr25CRYdm9@k0V&rAh0l>|FG<0Wt|TG{e^?*%h1a- z#b@Uvfjd;g;6LcA1yejRh7^~_H_Sr6y%IJ#Jx_}yK{sdbYBMZY4DqNSue&%l3rg~S zox6!6;qpi}k7aO{m(56ACQb*jbJ+(!g3V$iab@cgvG`wGUXY6&a`#=3uBBimyLQCl z162g<2A(iz-#urb^i43<9u?iopI3c`ek;Pzo;VFe7G-o^P6LSHSzdWH|5Ekz@s#&& zCZgo#iFkG41^1DxfUl2Bj{G z=!aCGu#n1Y$7`|wTY~#9Us4JSI{(SX09A{vy<2r$FfOSb0$F-NUK!J5R2(ku_Ppasi9_O>`k)3ybUlT-| zL2-cucSx)U=463hy}qJ!0%xv^n^;2C#riAiTg<{ruQSY{ylTF+(VyJs!{|wAhOPw8 z&O+2N(U<%ID{ZheoCvWl4u^4K_yd^uC5GQ!+C=z zN8CA+2e^oWRS2TRP+mbq*5h{jl6FhQ_s(pU@FPYGw4(g>&=D;BClI`ML&wXdlBV#3bA1V*y|2UVlxGf~GsA{7yb+^X%4#Qf5xDwFbWL=d!t}@a2FUI;&L12`m?_^kCx~ zzLEuDPW=r~aKU~t%mn+j<8+6}sRKClMMGP7Ul|r23vucJio#L7`!JlKfZ;H>LPehe zn;}pE&GI{$U}MsQRPHD*{vr$`W$Z$pvWwh|t_`uyq=i1)v8L6*>{4A_Sg3Sx-=v-up5ap>0iYr)BCs znV+~(l>bfMg(~+P=)iwI0+p_hxc#VNSOiIJn#qEk3`0?D1<9vheH}*3Xj1CQ7-o!Q zLLJT;tm3h>_I{u_{=f3aQio*pbzJeF951tou#(e$o6g^Ryvss^117V!(nAK$$`oEE&iaitV_IK&$=C70F^L}?lA@s5_UDcrLnSh z2t%-@ZF?V`zofikYtZo6FG}j&{k*YLA2v!heC#04K{r`cLhZU1`{oTkSb7~GSvllR z!TBn~g%*z*#}8wGO1(13_mtj-9ah7g>$Ih^y}+T!f=M`giZ3k0DC&p2%;oK{$Xy=! zKtBQUFQBCr7OoPCIj;t65a$*vQ2SY&kq_X^iC)7&kx-}_4*Ignc!v!Wt`I)8l(KaV zIOzUVRx_66$B{cEh=2O43uv)VUyJz@>zdpO{tPP`CM$xvP5gR4Ls0cdpWe$;&OZwo zbU7y$s>Z@RWclc5Ac8RwlUWBp6hAT*eCEF-q_pPNJC_~Zvul!Cx?_im(C+g+GLj>T zJmMsPAO$GCzl@U@fj1f&dWOT~5f`B&HTX(?`Rr{pgA!GV*nT1Pt?+rM2OmHpL`u{& z4at}_xgEfAVhsHn(oEwh`&X{dWA|QGIhlM1|10?`NLDH<9vTMQ4Y41FvRYb&|0WI6 zKs{BRbm&WwlS)pwu3$Y6mHUGyDS5D-KaA8eRu#u>$I3=Z_)4yUHq5TRxzZF*JVviy zcihA(&`*TdRx1hd(W=q!0El?F@WFCN&GX-Uyp!rPxu466sgU_%?M1G z5O&5^NJeJzFsX|R@_LbO6OMg&mT_56lWf>$Vjn{6Ag_$|$;k4VquPHd6LyD#QuoVm zbAG`c?L_Sm9QiON8IuVP)WIk|@%NNvyMxKQ{q2(2B@QN z!rjANKBa8HECQF>cFq56O`)eYR^;st_wSV6)Ps9s8Yx`%ITQk94?#4h;4`kntjAc^(GqiMt`k8+N^h(gdpor>5b`!v+GFJ6d4z)a!x`ZMxu#JUzy7AjQ*pz zw!d|`+6bHiVq@XjbODnY8{S>jTiqGj9aOE*u3^1(?{K^ZDYHC6=Q;U!UH%b>0(40j zk|lHO##8uz(#RsD{7l$%<<5Ew*E1M62&8m_BlmLJ&$U)P9Er%R~PBt-i zCKVqa2oHpzIKL-4sIN_``-J)s<%Bf!+)m__DK&a8J$?7f`xudZYJ<}=-yvs7(?wU7C9_wYb*f6l<5lNYJ2vL4}I+KMYT&K#U(GHm{^R-GP}}M7QCw z|JF*SWnAb6>;l%4W2>6a{nS3ROzkYye`WMZ38eg$!FzZ3OiQ3nwAt;CQ5HIa4nzFI z)Xy*|R9R^LQPnE$Xs_8uJ-A{FL(kp*0j(*P=ay75ztDd$O7`msMR+&_tl$Tz#Sg_p z$V>I7>>CqmFCEF9#n^s~m$Xu&S)5y3)7aR}>@f$V0Xkd?ilf^~4INFm(ckrv+{vhj z@;XV-aUh3-6+{&AU8ABf?`+HW#zJQd0)aebyYi|j>=2qv@pf#?kC+}L`k za|U2vaSc;n)t7%HlCwlp_sG|TAfR~6)8t!rkZNS*REkl`BuL^|lS>7^%^RVnjAW@~ zz!lF6)Sm1|=%%_TA!4dkNTQ_G6yHM#RI8L(4?@xJRKPcUuH0Je*L8CHNe!RXe~Q;d z3W7^@SlA`YkrAFuZ<1{4*1Q!iEdKC>LfU&*HL-xRKZR97HOr7pIeILqEm-ip;d;W= zdVHDV&xo=IhY!W#VSpT(q~VJN1^r7>Dq6N=4tyMxMJPg-1wT3E-(e&11ZI>@^Y8uF zAlxA?=d%yQbJ3O%qgy_Sd@eHEP_wgPgVLX7=*BO7_tL{xx5;iA5qn3D*7V_!-RLus7#)b> zMC-JwyS8B@RuaHlIs6?~Rwu?!zW5+BT-BcJ;zktt0js1{8oTYjm9t8VYULtN#X=p@ z4I@;o=<+SEXlrQ<6*+pnKw(70W<3WMW2M%WjMdQk5)Z-@lc|J3l9%zClIB)Y6 zGHRLy-$`O5NKyIq1lW33WsYabbptelamvga#+n6%-tZk z{ZqIT*wBnHR`sLPDCD-}zyM?6LN2j7om5l3sDQsXpzi+!aR?Kr7c#&Tma?FP9}M%W z|3%lEfJI%e{r`h|Y3WG0^I#1`MF!TL>KKJsz-}n2? zCQjy3&lEz9T&~Oh!G3LP~1qZM6 zlRB4@CAG*Q1*phwr6Li7_6W56aKMp7XK=87j0-`sP!z&2eL2#3Y`96(fEbRE+iPmN zI12IYom@akJgZy(7wur-MF`}jf|QT$2*vEBbQ~Kk0fhiFs7mlefwUBqJq-gDR;`$) z$A{s)Obl-t5uyIPpk+XL#}hf#wbzpdXPxzIddYlR&WiHy%zc!?%oi0r!eUSAGnp_) zuYjg-Ze8C3`G~+aqSj_uAb`D6y)unGoZa$*+6nIy;V{h#e!<^_ZW6UVqXf;wDOdPR zv@(DegG0sBy3(&A2JdJPrM_(PwRVl$ri&DuMrq3|Rq>-jsk0&Xx(RXgBFf$gR^-b4 zsW}HZk9(-$i#A@wHf43%B0895;wOTb98Kp?=r(vO6OqN>1}hvfZ4&>At5oJcrY4Jb zF|#7Q#N*R{`J+*6$8g`p3MB#~-0R1PzGSpLC*|~LR4}FC?IdO}dwREomoGYz6JNtq z+jJslVoT3%;SS+v@a+_TasD<1$j1^n#m;L*nTa}GyrU@DVh~J<786?&=7@{|i6##8 z#Iou#goR*ayLWr9X2X*5Nk`a>K{g5094#Y!Gc(ILtxC7r~0&_Nx znDe7(#DSIQ6yqsg*j*%4D7ew)Cz?oXODN5dWQ-c{rMeR(t5wr?J^)m?&Zpf8bkD&G zU9S6(+*5BJC=bZ7ad|*L-^V@6!wyCLR_$*s=p^oxZ>gwEqz+e{S%oYuLFnHf00?GN zTqUCzE(+cAF^PH_khdQZpOmvDwNOv0iV;+#;%2|OI<=_O|I$JgwwoH6fdSf$9u)pe-4tY;82`c^ON1#06VwiFDb2^W8;Q^p1zN#l^-$F z1Yx!$t*yvaJ`e1vR?#7t8Us;E%Uu^!c^&Tip5DY`em-o5vMj_{-3sT5a?#@G_90B@ z)?cy@?c^MQPuOvG>fxx3O=vfedn8T&%|OtZ2b64SUhflN(OY!)Wb_eYi|Ftzwb7Dc^Fa?Au%?ivo#FjHN zatt&?+oGVU`q);M$DA zEr#-yCvw)*G!6>2*3@|1xm&eo`ahuDZw;^zoQ$gDa{&Zw_+YQV18X5Q zeZrtqC7}8AOUApR+(_YLbD>Sh0jV{wxsTojbwD;KLxlY&c>Aw(Ovmx#y*P)ZT6osl zh^jbTjoAHk(S1fchSF8`(!-Pyn=;b<0lUsa;p?ros|+lgGXt3~T#6Kh1c9@y2*`X^ zDStrq@5Pt`*{6@0`#R#q)`_JQA}GVtQ#%%D6Y+8Q%l~j{xv9I;ov}e%fM09dF1=%_ zfBJ2^Nw$GcSy=fk^}X3{AQ(6riiSk=?CEWIbbj`UV2`>pd#(tJfWlEaLxg1SVUtwO zDt8P5?=+*-okHZNIrky?MV?tM*B(+vRKN>SMB&K})eTbNG6E4$n(!>BsA@$q;W z4TGpvmu4=Kl=H0vI!5yIW6>2r>qXYF+eo=IhpL3OT{h(+dGunSAmb(`3OD?@d#x6< zi=(kx96XD0k!nMmKk?7(HJF3gUD)(VQ7YPEDI$R1MBtT>MMBX_15YcgD5<07^AYmn z=j_%LAFG}SXyF&9JXUCRigZi<4pO9IO&CkPBb0k%EEm0FH#HSJ`? z1NG9+0A{3U}5z>TbNTy%`Q*?966> z^$_+QX(hm4KwXKxBKS3Ow=7NId0crym{!z->)`l)n!@-e)G&)?6EnjHN@d5K5ZNbE z^>5-11#*JP`XGKEaYit@p)Mq%D@stza3LwO2hEKGWLF8mo4It6C&2;*_AMDdz2z)Y z9CScrat=FQ&h*M`5^rVC$r*MJs*Vy~gR-5RoN~Vmwr_3T9u?Luxs^H~v|#CAYJ+IT zVlwztYWEu(;wr&mdAZ_K;G<4=@d$i&m2FcXJDQZ|fi?*w*r|~Bm`==A5MhG>bq17V zAX8t4T*}osVsgcUkBDe09i8_Vy9RXnprMMXJ~KOpln%;bh`?Q2JoK(rxGcD38#Y(q-@DFjXTTeVvuNtF}GBd-2X)_ zHzRZongesyF)2lJaW_8WYfUMC7MO;WZir=A%W zBn}|r!@Ni41odZVh2XgFGX_O@FNM@3mG76!m5B~X3XFT%4%(A;AwhFzgs!4}?Tymz zl`%OB0D>uC%BmHjBt}Ff?}&9aaRa!E-z7d$ilyXo&^$5mq~&8n8_8jq1O@}Ogcx0d zpM2ovGv5tkVx~06ej|@ge=lEDw(2=Jmx;U*ML|*93bYJ_L;PpoYnpX}EnHLdpJa7> z&~M=)96R!VJLKe{jNY58QwxE#W*3?)+DK=NO zl=swR7~*UDWS?3Y|3$sU;adNI%@QL2-Ky-q&>k~m7f`@N$qrD2?C*t%r%7AIa{e7W zq6Jh0@DQ9JZA}@tGznCgR+WB2cuFl|NmZyX7*w|FrnVL5HR>ygPh4ZVuu0%!qHE!o zoQe{Z+c&(L5|$Ie#;kyYN;!K!{v*B#@K6s#O?k2@>EsI=SS%0ftE6=e@x*c!dY1;VmrbAZp?CWa6ro4p!$>Kcn;1B=I=K_ zb*SJOaWXZDIEpvf@8TjlNJGTd(8~Y=LKB`nLu3IISzxM5S8|5fsyI`VAq2$4jmQb* zgrDvHb|O#jcc22?er5MEC@#quP9A2th`~GSBf_sq#BN?mLo(F;3^VEi{*!81fIFc? zP#ORA# zrV%JhkA1V;`X2SYv}oPcd;-lB+nJ!TK}Zzgf?p?x=XYn z{NkfUN*}^7gU${OJ8Bw^PxkJ=Yx`8!KeDV*rrJ)&SKvL$nQhIb2ZTY-laTKyq-nZ# zkuc6KTZ8)N4@@kFv4RhgUHab7ijVPu1p=qV?A8iGc`nhpWsG`Al@8qL08nFsyU`>X_x*475u`4@$IVP;Z4gDu}lbK;oF) zfIP3}SEJTPe=^@qi^$q|Z< zGmEjv72M>54nfKX)|i_#)go<#34~@8Jyj;*54yG0ox!SPNJ+rtD4BGalq5Ewvqj7T zrN1Xn00J)6i8VVz>IgPEAUYIL>L0@F6^V*1yi6g!JQ1brB1BG~mIk)@(|_1POsLQd zQ1i3Joz+0?!Opg!*ML-UsY7?6HGfpL<`0|y%^$(H+JUMEmW|FkKn4b15W$hqPV8)m z{*I&Or4L=`CsbI-EGKn4BU8)bE*n-;3!pI|E9uPlkR=ZE3FsX7j$_gg#qRLR18!<1j)IVj{ zfNw@K;G&W(l=(YmVvU#$2-FLUuaWB zfj4i?jDxPK0CbGlsl6yR$Ka{VG`5dnt1ORfNU21<874-Y-}Yr27cmQVXONGBlCT%5 z52y3m#+j{stXPe)fF;Zf2CG&VcN~z4=@!hkS0k;Qw{5r_B=qY3;YPQTkegn=vxYFR<8md)V9e-FD=6X|rS(h{fu}V7n{X zmiNJihd|nrkGqE?pa0TXC$OF}a8!go*&RQCR(ATVO23_>*Z*eC9u+ySw`B-2_|*FB zjIchR+tZk5%`*Q1q}UT<#CCgIr>t`?1+QruTN>$fYu{lD8{b*|>jzAtb)>wpp!Y#t z7&uOG=pJ*#9*!NbgODmxQepQBgN0e`LX>lX@V-@aE!{l>{r&v|1BWd1T#|@gBvQg| zUZSOLJBQ|uWWuvzcC9VUKYu`6PKEgMK_dQY5ip&@I;jWYfI8Jm>9_dWsq+G4s`ukR zz20T%9tr(!;RumXmn^5^lJQPAOQppCyI-~ge!pTY{ITBZ+D44fa}U5sLhukLbIP1p zR+y)^ITxyY7FPBk{mQ6e8n5M6Rah>#nBnBC?LAKn>l#q^di{{v(ym_wegLu!t`* zB+{&pTj^qShLwl99cI|Ld^3RoQw&a1_T2kc{xY^ef{dl4m@DxEActU$zveWk&%|H5E1} zUu{iRhwMS6jhVOhnRinqqD-FdwMbTBWy^Y1iWefBc!*00XhMEi$OFrue;iE3wG_5# zaDB~3RM3SF6csjm#6Yw(c|gTT19>r0fe?n0(u(u>MSb#Yo6-72R*i->CH2k(uqoy) z7GlhBhk-C)bO*!~xV>ceOe&}7!CieZ#I>&!TUYEBGLt@x`P zXZn0S^FVGq)Tl1<>gP`N#=BCh(#g=(=vv?#)6L6u|x>Ndk(`~&IDDM zF?{aT;=lZd^|s8b&Ni3I*lmIRYu7Eqv35$BW!^F}M&{BnO4m%VZ9*n`x|H?M853Ka}VK8CrB39^hu) zdZ?(CQj5HbsQ}%1m%MI8MH!8xmv7bj_RamA9R);+N1(KhFf3&D&6(S#yUI={zGm$A zymSjiH7Yn^o=at)d*?Q*0BLFCEV8%YJOm{8Uv)DB0XQ0t7Y%f5<2bmP^BFs^`3Xw3b4 z#+SQ}jl)PfL|Kz%{BD9C&Shi>e+7Rb7d`YBnsURLF^PtO2jQ}1Bh?IOCAkP)2&x9I zJQOE(_fJ`C?;QSi2UExUY?G|l987-FK5tKrDF;EchPGJ^eQLfi-TmBb!5DI$+YqDC zmgP|pP$Cbrpugbi%h?1!33`4c-gsS9CPaNrr!Qg@M_!AXJzcDZ*@T4HBLz`}0!xc^nO)prH#PgtytYmdGuglbnFk zX1@?uS&66LoG=yrhjz?C*Y$1ny`jJb0T&B7eL0GOle(L)`JVEBa&o-K=N_md4y^B( zkc`laB(!`NHo894Z*22zB(r)t4P3BN5H!IS6QwgYImFCMxGL3Ija3{g(NP{pHL+qL zwnjw)ZFl^a+%%LlxFAkJustaec3IYJ0(vvmGlvSPK)V%l*AZV&KI ze+?;4zc^`uK#&S#DRN=-#wE_Ap9ncEJMR!b(U)bzHcUveah2&V_}mRdRqx;WUVzVN zq~|}SMZQaxoi93Lt#RpW{&Y!BI5z+oPS}Z2N#tEPc9J4w7ak~ftTq;nm}OW|w_O{T zlo7eZz+PN%ON_A|1h#xl-5bccbq;d>B6vd6;L=Es+tssl8!%Xyu}_6Sm)J>)*%?df z93pn?T&WZ|ERil&E6(Rhslv^dEKW?aLcas1ooC9u?POwEApbketW`DT1aDul1W>_{7=|xV3S1fJjDueaSq^cHfD>Kkzyg|n+vGu2lmCYcAey`w zQ8}|nYB3O*6Ug-=W%3CK)j{QIi{_l{1Ggq2A!q<7uvvWB-$t}u0i3W(dX*?sSL=Hs zE31W4f#n%&L6Ap+RqTn-T0#_4#0UyJFAeHFpjZ3pdnJS}j7BqVjt&x45wm%SI=rVB z2j-Z|YkdvV5uwPc4$D1VB1|#SPLT@l)d;Hd`r_I!-&sLlQ2{meD~&8G|H(>YWkCu? zN!XUXK{f=o(YGc-soph5=5s<4Nru*LoiNMjY|FzEk7y1KMT_poe`xej+@m$YTkXih zXRKUxiD2(XYSc5ZbcJOEkq6P~t0Xim_aY@sh!?KKn;ud|{B;nvQ57qvl&5r2ka?Bi zAlQFv)*J>g^H}Ize7uR3DpVrO>?)w{fX-8hRaV2S8XvyQcKI?&4WESM=oDLR?NpKK zQ&Az~({!pQF@J^ak$fw=oPpQjd{I~I!%b-MNI0$Uyt85`y+E4@1&9HMNr#I9*Kaf_ zYOyyESk|i;^p{1sB1C6Xi(cL@c*S%sied&$@bvDp>_UHUhb$5}W?-p*~5Ah>^T$v2m#zeps7?JR;qS-EkcR^lY-3TMJ(ho1Aw4&*4{x)T@ z?uMieduuByWZFey=426Kaec<);1B_?Jz;EZ9BQ2Sbpvq|`Pd!EQ0CXaH-bEez;Exh z1&ZG=wj_`)7TpnBRFNW^cEzx$ll8BwY<{|ErgRVP`d>}ZepmFp51>PJb`u;ITT?J`A^2Z!eXS;(o?Mn8?PYV$=py7dg**OC)S@DLCvFcHOAr7+SHwA<>eU?%jvy9QOX&%KAr(($Wi^%i z<1i~iDsUeTIc=m!Fnp?aL~O@Sv{|#SCk&12g3<+A)~9mpl!m`Q}g%4y_sKae7DfVcX!6$6c)dURq0GTFq z`E>dSv>fijqu`FP8c%yH`vI^Gk#H?JhFTg9Je2N0T)DV|z(%DRJ~vr~+DM z*S|>gO?{4U7y({*KaVmafo~e^C^X1>;Yt*WQ5bSsDq~S2_t|YNvfnvR8|qd@{QqR1 zHG_FF^L6ba1HKd4Eq4Nb>yQT~!@O9g?g3O!R`h#H$fg===ZxjaV(QW3k9#3=HUFh7>XHDOd^YI%U|D8sYSN2G9pOrx5+ z5y3%fw}Yvxi@yf07GeiRyK_=Fk5BWEu@D0&g$G$qrUk%8A{>2zSQ(AZbsI|5Bz4fT zp|6n&V56?}b;y_1CA)7%Pr&{L(m){ECytq!nI-tR{j99TDLhXXN5YHb-t;mgks@Wc z18L_Q?#M|SU%It9^U%Y+Ml0#bd; zv~lGOA0TxmNHqO zeXN?E;clYzEU2tx63eOZ*i!&3TgiXbuwF0QGdOD*k}F`W%MO=HTyY_&3F13MyK&n~ zlN8KBb4A?c6zSTe7z8Y2=`W=SNI@zZzM(_^FtB3LJ5bXTPA}hQZWp}ObT_TO!tZp>x|Y$2&)g=ikG*(%|J_MxihW0W{Cu!amIz#GWA}cE?g`^r8t9*ime1=z2Xnn zX<}T=p}16cm%Wwml3BZFvMD&cUT+2G2->v^0z61gDzgGIx5(f0LI`M{C;XFDU=c2? z0#*7|HHt(|GI@%9aiO%3!P2D8oqN?boO|*!LOXI9Bc$!HCLc-RFStp6wQ%Z$AB;Rd z$^f#c$^pemf&s2*$UMNhH-ZGqqG|fl!;tmc{ZcJ^a*Tk`-}jW+4T?;)zQ`kdyp2K+ zG>85w;E$fNvZ5$n?GUIN4B_K)S|ZiAXQ)SN%UWAV!7n8Oo7+b5T8NBisVPWG3t9Jy z2HKB6oYW z74-=@l0V3g5L&elAU>R8=7PE)7F#jRVCcipkRgu}xwwL&*@Jx3l-VQ~D^Y8r(3DP% z_5m-=4A)9O5VGYJ%|QiuB^GP#3nHx;2Z`G`1Q4J?q~rz;BR;N{jCVxzcXp76LKveE zF-sXfb3(=Y1<|~hFsS3-!exk6$ffyK4EO%ud1*Jvh<7BOtyoxM>SD1Unt1UsF#tyg z^~P_*1q=}=3z_cRJClE#Ilw9CGmqgHev?N>n@?fbyqzkA&%p@Q(i!DO5`=h2&wO}1 zLe3XEt&y&rHF{(uHqdsoRHK4ysfrNGWw^kE6lXnkFa^tdqV?B5x0W;kcAa|%w<^oL z{J%KlbSq6wi-)4mCSqP9(p@0z%=?N-t<0XZmgWPkxpv>-Q)>*SAe;J%U}z%s<@O`! zr;u~@LKoyyy}c~Lg8v~^FkvSd$=87^Y9ZS)bbFv8d_DFPY_;4DmR3`W`lxAZkT)ky zGhM|m$-(N*yU;b)b#^py(jwRqJ9RM}G&1snuw3F=QrJ5V3)jg;T0RwU0-fh*yRP#q?fA z3rF!sase{^D47%4VZVtElR^&E;AXSzpr(+wY4%;!yvt~#OrTf+MSf>otDm9B({Ln! zfVgMWb&UBXZ};F~r?SEcIo+$z9F{e}0ELWhgcZPW;4&J&qCyCl0Zk269=*2o--2wo zd(tK+K|TL%xUIzm7P%D^*{0@L4o^67;shGlH07-KrWT=Wi)@|< z0LtF675iVvEp>F2k2H_O!iwc`oN-x{g=$ zy`gJL?^M^sHT4ke(euQx;FGha>GFSeWf09wrCmrQpj3#Z%56j>tp(|VH1C;F2JGx?h9w>{x@ZO)JFy^{9o%AS6lot`~s8Gy1FCMvVi}x zcga38?G77rw5Q;;EPoZ^$*t;K>Ql5m{^1v3MzPerXUt@z@w2;+k}3Kcu2S6J?{9h0w=jD8R$My2&{OWVn# zwUC{-A@>6;xEEHs4ecf zV3Oi_;DWXl>I*1tK!FtzzX+C}z#_I&ilUsxYC(=n$u(jNmR`+J`nqE05Th7{v3z_B zt~v?ICl*msvG{EBtw8Kbz$yR`NdHj0Oq!<@pTAbRka;l6x0}{ zTguLnr;yd~a#MtFb;naqZ>lfbh_VT4)zqLe1Y-90b^_n{SG1o~i!R(FqQjzC=_WHX z7a@VZfO{lcMRGiZ3@sZ@vWQbbm7!9a$6W{5Ct#)&<14h zQT$ub<7SKCDi>U!F6`GMlX(byi+^$FIz`w)-h22L1(u~MkF{p-QYj;abq0Bcwh3pV zkM@BDOku{~R4!|=s2{^ifA~=L+6c@}2U{V@3eOq^t;%XB ztFSR(?K5qG!YmU?JLbdchN_HeCLF=QxC92l$t4Nn-GsifH8B+~*q5?9H=h|4gl*V5Hq6n*RH8fw=8Wm!3BqDJ zDh^-+wZ1Wx4Kx+HYfZCp(RR&@`f-x%=(uV-%FaQvai(83_c7SiI!^DV)O@)F~ z(KmUCT)XN<6m#dncW}Fi^zl<`j9}4=wN$g2@TFDDxYp5H(vbSCr=7~*X?VQ_CemzO z>)^l5eph{m5G&sAZ^Ok=6)tG#Ie{qLh9H#gVr0fa=bV^~Xtii#qb^PVh$^33sw>qO zUlWaU!5e^P5o}zgx822Eq`2gSr8CX3#jta8`^IhTpo)pd z!)KrBx!7fXkKVVt0)T_;;?owp}w6pFahKx+qsSJh!YN@K00t{GF6Z0e1 zyVLNux{*i<##--mQvS^(MB{S*@;5V^MA1m6FmjB%WEt>%%mM^81nd}!%z}K8c&-Y9 z_u|HcnVL=Zsb*MHxA434<5=OCKH^F!GQ-`i$c&)4Q%?1>MVwJvW6x}f->$ME&HZo#sDvu!C}!}R|cpH zq8Vbfd2>$6#xm%v7dFWBVh6R@Zp^SamLx0aA6F^p#Wv&R{i&c2BEu9R&t*r`+o}mG zsLO_N7i}&~dBU;_odfRXSy>=huxpv`5@La@IdB888)w0feqKhJc${Y+L=#U!M}@iT ze|AqT54lf6$yqk^IPhMRBPcuv8I3WNxh!rfweZ}lLw&+R4;T-=m50$=Ac2%EgV9Go zqRB9nIU?PDE}wbHaSjH>nX)q$0riC6NZdm<2VM23E7HT_&;!oFo+0@eh)Gs&^e^Vl zxDFD#$n*JBCWb^8rt>(E3D5~Rie(6#Z4r*Mf|5RA*X)|JDBH-Ypj0n}Dj;{eg2?45 zH2De)yAa%4MXH8L>+hK&`|QX%g`fuA_T(NZ&kT%6kV=J-F$*kdP=vSSxZ6v207 zDM7uqGYW+pQA9@tkpWU1ozr<6mhZlomYc`Sw2g_;+cY=4zzq1N_;^A9{CkW@g5H^n zs(XYO_7SkP06L&rG4KU;mQGA;Y<9gOf@JK4e0xR`Z)C=W<$C+nB4u6pJt|5Cj}_*P zrcLmWp z%I!mDCA%jvG&;l{=~yBnrw#P?(-is)k&&c#`bb|EY;L}{Ui6V9vK(}!%?iC6$a{m4 zSHM@fRb>T00L(X3lY79UFVmNl)X_Oe0f>Ymi^&r1mRB#4qVWN#Hx4`p=qsP?EHs!X zT&3}w1qX-Jt>Qtk%q~lD1Hw8wBaM)M=IHPX7*HL)=9$8shyD#IJ7Z#q_j=j}8A6Hp z7w20_zLp2AiFmxnma=Zu%}Z-8dd#_+--KW*8(6scFa)Pd9OqTs;TGRck$j86`INC9 zFB7V7C?&a$+*Y!kW5Qygc8OL2#U%*)Cxs5kf!OJJXpJPjz!9zp$zX zp8D+=t=l&T2^(7W%W0W*+Q5V9LCqMgX|SEEh|3uPX90nxdIyt)Bxp9tlO!z z&-9ckfvHKo`InA1hmWuJ5Bf7Z`$Dffem34012vy(fAF%SnFrr#g4ATsHWv zcA-_8p6%x>$~f;lca-xA&qKR*4mEu7$>47a9rk}>APM9vF%76}w-K@h(0FqQSG>dmRBmtZ(3@vRC<#v=UgB z+e=*z1lz(FJNU^eQw?7Ibq9I_lNb@q= zvs*b5gc}1hQG5PgkrGDH66pnW1jLw3B(8Bs>KX9%lVQH!1cih-{@kQq`a?lY$z&Zs zlmZ_DfVrOs=GEQ3xNp2*fOK9*vcSLd9pbUdLnyYUX00RH8Pd*1A8HFCsiLyJ0G&uv zV7xa$WEQJwHV=I{8*a8vLN z)}v9x<_95-&zxbDRzxQuGcpf;1IcW@#pr0+MWy<}9S88s7#bFo*!o2-Z{6i|#`Ed2 zrkhAu|2nGf!3I9yh=dREBonFm`ti`f&$%pRf{y?qi{gX7=s7$kweZ1QV7_BT@XKc< zk#M(}G02tsoEs@DfsIcJzxAOwhDkL3sK zCg6o8UQC@-HXL;5P1G(u!znY+`UJvZtuK=-dsId~Kr6c!vlj>QbTXg$WIo<|w)i}< zsf1U{H{$DJVvY$-YNlIV=7JXy0w$oC%g$U=&M<-_vDhb+v>kr!xHgH*dX)+#;`oHCp>{&FWC;}=s= z*RYtWw@wA@Rl8L8H(T!k4?4rYPY~vACl6J=N&b!ZdF|34COW>@pB3->IO)skz9Pe^ zJCM8)(Ro5N2UPX3I-C+f%Fm?2gCkXj`?qgT#<-0TFB=<%`&=Gmf}>}jhmCzKreGz) z*!pGYPVV(?^P`l_jNZ6Az?PM;o=_+jp>qfPThJJns9J&+_s%=WP~=gFQG+wg6m=WR z4|s|^n|wQOYeq^VhXL#X*r+LHTV_cJdQxRJswE;MS zlk(5m&posC`UN8MKJkXh@^Euh&E>7nR+Xm~yfmQM>CY#b)q#g;CMZc-A!-1by~&sC zNGR18D9hxUQ&*$l+`4=9S@9QN=qFcp&?|5!b zA;~+_XZlAAZvPJ#fWqFc@|c%yd1o4YK9Yr^%*jEO!4V3p_xurI$iSzxAzO{g7PTId?OMF36=rzY-0oyy3jcBku@t)I3@e>rX z-f@|=y`69$N%WUOdcrhEIDIv;gv>;)ie^TTW&Ymnx4Wzwk$>cSk4vq0W-@<*=dAtnBX<-Dn8taH~qr-Y;JJ zY@YTP4+Vp9@E`feoTA$AnF1~;+oo)2L!Zm(AP zHoLcv;E&UU(UTrU#x-j8F)x3lSsrX4Y!fKFUERe=5?=;1htZ3dG>6H;O%wYD_a^LI zuoKfGK%C`6vtDm~ywe8EYw2|O^2&NwRK_K+rVvS3abxxC07epM#wQi7B8@JuK)R-H zZtc^jV{$&MD15MCA@Lgr!=HIb`OJX{6Up0F;2%i4t8kU@rehb5xjEvDyA0?d(WSpw zPZX0a4n;j#{lQ3;ZQ*Vr2|_=y1uKP5Z^W(_TA}Wds2nRcix9}$iDi=40GwsW~4%IOc!r@b9t{L&g)*K|b!T*R$=szjSxRYO>NlF6y= zY@@Q(mbRVLS+S`q+KkjF^mzTquJV1WT(kRiZBB9^0tviIG`_xzM>?1@EQ7F30QoBY(Y8b;4Y=O-!&O{iI=#^?jtP;A1k1ReGTTn@2mBQn$ ziPJ0V>UP6MAaMcbp5+p6SCyU_#t8+tM5|GM1-~#t-Xmz*)D}FwmGI+E`s>c{{nz?5 zJ-;xZeC&(S^4NA4TR<&!mp%ZBp7cUofGN>pXF)VH1kSK1RTpAKwpbd&9$fpxEI0S9}be|aOD($M4 z3xy9GpyU=QOu~&25IDpL4HJg&k@yFzPR7f#0Vf&5GWC24Ls^vMI;*j9;syiWeR9cp zyEsa`BW8H4bdA+-GRZ7R>N;&*fMZ$_9)%RqP&P)8&_SpkK;$p-yq*cJcNoHtk~(DNnCP;+kdsEW8t`Ec7|N>q`*85aPgZO_pex zV^Nm9`96NaIFd2cgQ!(^ogs$q%yu{^)y)kJVyn9ka{|p5yK%bVn9+~CPgX+&nRNt~ z!!H0|Qq&3`4S2f&=K){tA<|n=P?6@x(10oN^T)-3WxtANfY0&jVM`mWZ~xHsVc{9i zcuU94k2lyeED(l0E)CYz2b0P1#)bvpMk4;CJT}TH70Iuz;ih}z-N;!Yoxt~G*bP`* z?JsT!EM0=nv6fud&{s{Ziwrc$y@dPbyxpk&fFOYl9k?mYd4y3)p>a5HBIVBt1kN84 z(eA@d!#ps}i}qEtr7K3~0O3oaicI{pGmkeR2j#?Z5?|fn(R|m!2iSiE1h8_2$ci@f z{sy!s*jJ2Iic74sWJz}q)^x3$9ctgV64>m+_P*`8{FYJ?lX^#6yAKD*^2$0TUzchA z@Oi(b-Qmk!YaRnE!fZk{pPFPiU*_m2LX9Y~E3i5dfj49S$ri*k=8+Msmt&~&4^cOD_-l5*44Dl9r>Y`~Q!)?miO?1$|Tq@fbhR+ z1Mo7CtL(%!1dPP$hI7wv6YB#p+|W$90QHRz#a=uO{#c)tk{n3~tkHJ}0ghV2ki!$j zemQIuOVP7$;zNjaqtp=Mydi-FmmfEX79wxa(<31K!n(dv&#-_d#~q@gVBoT&i>!`; z`hmGyC94h9a^)g>EZu;B*kML>mnt!2$S_hziR~z)7Mp~6(Ot1){w4w*2!ypxNQ(S( z)7}jJ;@bU=_4iMoA8>o@i!No>j8reW;M_{BBX-qBxLAqFC-9beMMV|!X$ms*fsI9y zvDg?dsH_u~PyWxHwUy`xK`?P46VoU_R3MpIGlIqHOED_tw7=I*Yk3)BwPK_#E^Z&` z?`0BppsJF^$)JV_@de(O*v6*3{sBiT>LHj~zCl5&Q_hx)K0aw`k9YJ6xIv9dm=#w$ zr}~cO4=*|EB%1bL*cIhwg2V<$AKm7r^ypSRKBTA z{`=&n{vkvfoUE{x!4ntzcoCYv(44V zqh`A%6>hwpAP9iSwjw)^z!?94Q)=Pto^(8QQ?QrA7Bq+D%I%%#DTU)qeZvcfaWO{A zbJhdxx^IG zPufhP>U$gVl0=+OQ)rvy*okGIMj?uRWoUXwO*&Vjx`j(}cwIw&J}F>0&q_#s-xx8L z8_k&p6Cj@~Fq|Xbf(PIVLmPwBDFan$`mi*Jk^dsvBFLJc&Tq z62DmCF>*8$q84kuh{pKLtC+;uA%x;>0k&$_-A|)k4>5yYTRpWMji=IE4#V(3zC(P$ zN|m&2zl`!m`HHPmp4mlWaUh2aL`IZMN>;NZu|f}DwbefZ51O{({zk2X0b87r`WK}J zH|bsT&rrnEOj`yz)!vx((tyAP@k5t3#?)N)6ft8Kp6EJhf@ibSMyn^^9*ck-2JUla zU}KMy*qlmb2l54(`tkborax?&ra-zl?zN9OEF}h{(bp$|Vvh64UObXUx{4g6X``ag zHKu2br1KyliziA2b*s`18`yHU42MIfIC-FlZ6K%Zyz^#4Ol$D!&HLAD74=W~PXcpe zR_^!7G^ki2ZACznQo(@7pksV)uPl0xV?~Dh%tCfdCYaFAc+=tMBV9GRG79-!<*0$L z0S(ALY&4X6;A9R!z)y}dPdvA~y+~KTIxqg#*cTQ-s})3Lq0W}&)Xb$eLg!<8|GIjq zBHqO#6)SI%mZPsX>>r|C24GTUgfUKw0wo7)pMH}xr4EJc#0_LIm4x@T7 z7OnpyUzS^fpUn>zLKq4g=zt1Da%1)kZaHBSkF$NaY~ZB(v0k`2ugaPXH@Ygw9z7U< zsQ2Z4b8O`sa}}AsZ?cTC#USb}f1_&hNgkeK zNX>v=96_zi{KoScz8hKy=gT61tkv725@-n}RKzTl&Ue*f*!;kdx zS21P^H`d0DREKXz4LMDI7H8X-M<=kuu()QazC3Ma>k|YTU3ua?pQfsl(n6D&e*Fp{ zVK;`%Dgw<+7=0v(9zKUt{~^Tqi3H1ppNHXu8FS>&+f&8b@MnD0Avtf@9%_pth2EKRsE zygd{tn63o)`C)Ymt%|R!n406KhZ7mw_x%97{HvuUa6!JEM-0Tu@#L6s^2AT4mB+$q z5LS`e;@nqs_JAxTG5D&TR5H0^isIv=za;+##8oz>wfM6#8Z59|mY0vQI`C?Ma2~l+o4mo?sqkGaZLD>pDzA`5N5oW(KPZz!O4_7G-7tr9m ztD|$u8h;9Y+-R=I{*IqTNQcP)#;JMXVLtEC+}8YJ0B|o>H%AEZ@I+k+e*mfVPpV2X z5FP#=c0Qfq5r#c}N{0tJybKHsnHi>!97)Mnodfg5XgOE>AEA^1vR$P# z6+HH8kQSzGA6!i*p<{JgI#K-?as_w-NO}p7y^hXr>(-7Md+AK*K_jCn4Uyh{M8o%R33*@w2SkHtr;Wepk z_`Sf3lC4Ow7UWlpf4K?bi^<%n2&2xbGcPBZ9tV?YcolI<%_dQfwY|uj2~gk^T&(WH9Vb9i9Nm&D!DOq&A+=>8Qlm}mNgjQR07?0 zt_5n;>O6UZtdx=PmvDR=E{-q5nNC0)%p&VdC^DhgU|P(~VU?co79DG-!mx%SV>D-&pU3AEJh5qc-`trl!l;(G zyK1y{DVroT10qkw*cq(LLtL#OXmG{;$gjC^VaI6Y z%P50Vb-4H@-sLEMngXO7d@sAnsdiuU+rjnWhPhXJE`s@+11?5SB~!DC7~q5qq>ps@ zb{8LsMa=Ns31Z3m0Biv)1>{IC&@z+1$vU)?rdbno0l_m%Gaw)F14J4Ld9<_s`HNXQ z^%<`{k!G`uoiU0aia}o+ZEf-J)`pZ`Tc$8UJ|F5;ifz{-+c{-uOueODIg}QAhBet5 zYl?VfjbR%h~q=BZJ631W+xmd=soCE=gy9)Ry(Dp&#KT65mb)&Q)V&IChiY#%q z;#)q4{tNSav5^y^ds=bv4K_3$`2Y6fr;8xcP-8IQ&Y~VI75N--t#){;u2MkrugMXs^=J?Ex;Z^g(R7Xm`h^*|ud(cD*%6#JG?`-aN~!ZPH)!cyR;{ zr#SGu{NbgAxW;h6GWwwgEp;0JlnRu)IvcA%Kj<9`?VP?lCUIQMi+hEItF;Qw~X= z^zk6g!VRGencR9{*S(a&aS-KrXDx;~D?~S+V4;BCIT~WE3@~Jo`Iy&nnk!iMVic*N z9)?JWf-r`pGKiqB)XIn*43C`c3B2vI27nScy=_gU`R0H#PB}J#&waGo9#|i@&d>qo zdoMdj>$OU@vM#X`KA#+9GPjhOo3qU(a~Aq4u1S_kHs{X>jg#Tw`#Lz%fz8jZk!6v6 zSHz|`#iPAFA8*dYVXgymI$|LU-%iF!q8CD_qO`>1Vg|e?!~NP?=)#2$j)DS+o;4Nl z0$O)6AtpAHN#+nM8Y=e5v>7f4s%hkXc3x0K2jSA2F@C)dN_>2 zH$|Iq0cs|a$K{V=rCA{H0T^-fLN`h_hu0~*SV4VyA9+EKy^s!E{e-C#tig%_?` z^l=_5n&9U<`4AOId1-4en=}41Ck4E*XW?#0c(0?3fDI}WIzv%A{((*BXVO&r-Qf72!Arw~L0fK#*8Y$~lJ<_6fu8tx0lKx-Ldh>5OiI3e{q zGFzRvO3V$RG=7Sd)K92Ex5dR&d`&=Qed4zdhqPB>w9{UEw87p&s$it7KUs&?OWBKE z9%r3$vYWOZLdR1Zc85q_J4DQ-{YaZc3f|}i7q~REPt@z*(_OU+Z_+6Vxj|k~XMuCY z8H%KLzB!0ge*ldb#lRCr3Q4iAIxv(@m{qy+`HGU`m&Qhaad23z|Mky^>f31^|EFJ4 z$`8#G6N6&NBs_G6?ttfRx?gJO(ir98RIgw)g!^5zd2~EGzcPpqx3*3!yRqnP8zPJy z1Z}o~;IUVk-11F!OImGde2doHgJU`(yJ>gJ(4c6ihNKqXk+LwU!|8Y#-dAo+f@N+( zJ2nJ5E)`}E$WKh+bY~U^AfLo5%VJC+6Hoec$_eHAqdQ281kaykBo~e+86|bz5~)n3 zouZ-Te-PaCQhqv)q$?6-o+t(ON=YZIkqZL;dD-6o1oBoBLOAle10#8g%A9op=>{|V zu}f4ko10C{JGkW!RRoB{!(apmgsp%{ljjLvt6b#2TNzRVfdk3Rb! zF2HnI{t+>;;$yg^P9y%HgZ*y{*<`(5r(*bW&iwpZi+yS1N~dP(1}H@E?PP`tdUv(D^lrd@mYemX;;apn+BM1 zJL4Pj)iS9@fIufPdpi1m@(|xXAxgIPMT{F#Duks2)kH`)-JS+T)ge&e@8_~NMj8Np z&&cqI1}mR^UY=2059w!mfIm>(D}Jj+=Xi6^`ioUErLX&%oJrlE#gK>Frh{Rn;pqpT9%GQ$Ikiu%i6kzF|{`;zg(lfoiU_! z{xMF@{wFDX)l{&^d$(`jhUbERpD|4Q`MSYcd>&|;iVnXFFI3B0JRY4YKAiPn;ehAW zsp+zCW5TzuDQD!ou5Vbcdfly$+c)k9|LMCkYI^(0SN{HNc8n^q_LtEXeTF`$XlMU< zoA8J(?JS@F-Rl?Y$)CRV&H6DNr)rYzKaJed(thBD?2GOX1IsGY$6wp%cKnCeze!zt zKIi$Y!iDj(xHg7?8lSL zrdz9-cz!~!8k9Xu(}h}C7u7*kIEJ=52~8aCmU`WUzA7=GQ@y(N^q84+8r{^0H)6G9 zI9Kbt!w{n-@F5reU9#p$j=8Dly2|RNl3>IL#9VqR>>!%Oh{;m_5FNQk6x?y%n@sEv z+63J0JfQw$$HZ0ZvGW6VIYy0784u<88-uWS(FrTM!Paqn0m4=l6&25)7cr*Xn^>~i z^hal#15uifL2Bk*1p)FZKC-evwn)7eRcF$zKg`^BeauXx2lW*_m->FRFxoF}_lkAO z#1jnA5xkRP{wY-n&*jsUlG4)E#hU^Hm&~y1AEy4?Cd2m))8)5)YXZ)`@q5_PT>tZ9 zX0rV7b=2%Gi~-^*7wTYuOtr!i$`#drisCrO!1F9ORfY9`XZF=*WCy)3*?sL7XY5Vk zhj$u0>c5dt28%&ldy~I^v479-s4J_}P_}~}M@;6R=h>m(emCag&!~q{Gaypw&2)xf zi>qtFi5(NcWiw;FTavPyKOQ-9q~h9@&#+9d+R$;*8v$$TY&)i%kqQ1dKYeeLMB-hk9sch4C-EPF(N_G?jsn9ZJn=2n({Pe$wnz zGd{RHH@J_FW6OpO+@t!5 zN5C}{I<(#h1b=UC+#TG$`pL?c^Bz0Di?W?*3Fyjl%sjkauepbw%g?I$%ErO(iRk0m zRjybF9RL%KAEt%9x^)YDg6d{grBcRr$uz;q^7gh=Gx^ihoaK?%n5Wrvtn%MlbE{$V zh_z+=zU*kmeRM(einQW{sKiy>!~NotR)I!xR@&@OE*t~SdJtWp!ZBW_VcItYELHYS zfcA^*XBMtbdmkb6&Ne50DSn(dC}9jYXw|8IaCwN!rHu}cHf0c7PZ4MceL!xMl7gl%yrGT8Hxl6?aU^CU z1P&mBR=5oi8l*sDe|VEa|B`-f8B1mbEbV;LH1zfbLrrP-HFq30w+~*<(IZi7Mp3za zG>|ieF~XRG|2PzIV@B~_aDo9@WP-7A3H*Yaf!Srne?kD)wCT3Rz*#mS{J^l7{hrW? z<2Y?xH>&(D4u3)t5`2LnDvk&a{?CVF$wQq4sGVu*#m(3~NED#pgCwoeXnZ=J%&&8R zN+rv_TTc(7_8t5^sMy1kKFZmb$dl7nJ+ts`Rj-!PH-cX}UDooQ8TRteXmeBQtY-Io z@9e#m>1;XFIsEh%#Fz&g_9h;rt>Ea>Pl_L`AL3~66a^(7K=?^qbv!*i6b(L>3`MiV zK6dr$)l{-m@2;J&c=6&NKZO}Pdj^q-!%a%uAOd81GRlq) ze}2uchJwQAm;V#+NH=EY9M8uuUTl`GaD#-u&`tr@&lZ#APHm}tyYyt>Q~T062rOI4 zlcK67%sv^3AfmU$-gDTw5 zuN024IJX5r6U3HR2{KOe3fGyeh*jTMVmcG6nYs$UEcw>tpQNau2R+U2b}?VQ)>6$O zuudp@ans{u&9kx^e>>tYitFf{;(F7Sp#K>EHQMgkGYZE*)5dJ-XKcqA*dc9-BneBN znwnc>gOu;o-@&8yt*Rf=YLX`DAp9qcnHfpA>AH0b^Q=B%&U>;0*q4qu2iD2>`h7|O z@7Ln$V+wG(-+g=5HJicAf|&y=xM!0Dn@Ohqv6$i^l9lsP^g(f8I)K>h2PuS4`~ z46{V5*e|U(6S?5l^Sim@B%);F+I8zh=us?|HHxT0mE+7g#8Uq2$NK!fZPj=aZSO=j zR*?j(HRods0-yIdz18W7=4%gg{+ur6i)le`;&oAcjM!TlGq^m!(Nr4x$&zazU)Wg1 z8f1_~;LL$uFRpa7_kMANeIqbE%{CRAsQLju0(tNO-VpNT2x01Su$f>>$P{WmU?%t% zw*#Pd=VaKGJbWn#E%v8w>O=77k`kqvz3e>vn^IIr#q_G_a_{Ol#wbBvx-mvJ`gt{MTuupYc#r(}X&*l9 z-Kq<}9Ad)Ml7G1Q)vUjL0v_!{1X@#`6#UQbQ2|Yy!IJ=AG2zNEEe9|t{VELHKRwiTalzT^2rnjT~#1UXdL5qB6e;KzZ`lSbafe}5x-zBi?ahhyPvrRO@sQ6c{=qz zhJIB)X!|?NZ;k(PgEjW5KPPtp5}{8w?CD4vq$J1lrrTw)?$C3MiB<_w`}XaVKk#?8 zY5x5AHknVa1ZDg9sEw6&+)LgPv=Nab-+Ky%p* z_75qAKjS`OUZ~2w^Q$S2uq*@!P^{M zUS6&t#cHK4PKx5J-^_ePb+cJ+8?wXz3X|J*Rp0jcOk5Vasrf}h&SE+iWjHxM$CHA` zDxkNzbWyq2&1r{kg(;7SsT-E09YT1dg<~$(Im`rKs|4d=CC-kALi@iRJu_r->EgO( z`n<7rn9Tjf4U9L8yuXNTLOkmY8)QakH3=cq04oX4so@&#GwbucVOrPvLfxWL;}f$P zwFYwwgj%?1U6Nl8k>dKxQy5UQki%K;*|R54C%^BzyxbBhPx`*yP}$pl>#f)0vB5-7 zyZv^qdH3P7HSZoa(D2Lps-81`R@LyP3jNbsdi1>Th8+L#D z6%ms$_TGZk(~FwVe$UEs6!me$@i_LwFFd(_`3IsCUBq5ojL)oEaBY|TZ0rd*b%3Bk zwYRaMZx}NZwSv7v$q1MN_6{M#WU&6i+@3%?h3AtrkvCkl?eLfX)w(IEZ{`*PQI!-P zZ^_BKSeH*`x1o~ctB-F>r*`99NJa$3$D2gK;}eW7ej;700+)m8 zagL^m))Dh%{MN-LgvUV-P0_o@m>gHIQn{x(ol|3;S>@v&nWR^gpB3=a+<0Xr+fzY3MSW|SP44qJMU{j&g{ioFK;UeLx*;`2tnpsFq z0P-$0ab(I;yD=**K(EAIDd zMSe$!1u#Z0jnh%A3 zozDY8e%ASNx0}<}+&)$J`ox>lR-P~;_Bo35AtgI33o1{-Lxtbc=&uB`;E~GEWM-js zX)6|1_+7H|SiD&DOQFo`qrG<;>~EHq?!CS`?E+U=g{v;d>>7{=n1S2F5B2fQ7lXg{ zY1lWwJdY)6y}3RqxcBK?kH#N)MyjT}vznH5iLcKJqv?j(LlAiEFgu3gMiK_u;nk?R`Fz5&(f8Pre5uYwm+8}AB37(n zIXQ(qPF7&ohyMiqlrD=-kIgI=a#kw}vW*{Z5mM4&^pdJ}Iz|6|+tL2cDeq_NZ)N#( zs8m$QuW}Nex!=kf|5De|nY#Y(Y>x6q%m%ti z(V(sY9VhjH-hfN-QbD_Y9cVj*T#t;SvP$_qWM*8cu1Kz0-G@^4_uu!>xT8V$eX_Y_ zP4i*jo-J|Jaft|g>2%F`*}?VSWzS@c;uja+ToZQd)j*Sv?7GBNQoG%a;Z5Ic-e5oV z3`I4eh1vPbFsBR#Mc`x}n;Z10h6M;pXsG$pij;XJ)ED*VAAyg@COQjA$Z+m!F&53| zxgGP;YPpyU*G6k;#^enfpPlNcs>))gJEd#=Hb12ywHf?}|NAGtX}te>lQR*H!!8DA z9f@Rw@Te=c2ci_a4(Pn^>i*1lT8bkn92jyw>!cQUW8lD)S8?k=8heTy!gFfT>@p>r zCA${tbokTlBRWHAi--Qh{aJy#~lN8%oE+mcAix)50tnlz~@_TYuYIlrGPZU31 zy7@uEPd~jq;FuQ|owkvkMn&Ip!s658%uaqJL$knRfTiWt8sbyKyM_Daz1QnE6^bO0UAZEBzPm(O{D8*#AaPhzG!bGKjJA}+G%sw+K~YA>tZ_4Z$n&x z%;{bFcoS38Z%&njPXC(vc2DNYO*O16?V{c<;*gfYPO}PVoK&z_#?fkJ`^QU zasW&?>hQM;lnOkuxX$Qi7Y%QNcuAzM1m z0dXgzdpBpi?eEMZJpXlqL}Ud+^p6fbKY4(~n2h9d1C=k_t9+6U@YBYP5x9jRQc80t z4Qkhcq}Bs0*1Suo&pSQvT>>bH9|BW)bu9jSqi25s>P1|gz}89Ol*(A3VDu}rCE&>7 zjs(o22aTwX{lc{-tK)vb>K5nB#~b8Ch+mpW3wPDHb-w(CU30_$(8PYT0AELJ4{a=i zKS0a%scn3`O#t`4H1L3!pek<<8Q%HNg+OX5a_tQw`_BB<&hqX+ITil#0oI?C&-lD= zL9xokQ`yTXKX744?8;g4C;v=jWXU*rg{!SL9C)!h1N}uv~=bMCkbs zgnV6(%*=91A#fB~alj;Z=-&WDCBI3x^$~f<9khR;MOeS`TnX@0&?JHNB~MZNE+Z}= zrPLoP;c6Vg^2fg@6eEO!LGh*v8*pVY4;JSB1j_L*O4s+jQ&sha-YLJ`cTH|Y>+FBu!2k9xJxYo zZ=EORVDanQ^Vh}E5FWFre#FORagHUDei&A=@WAtCT0n(A^6yHMK%~*3g+Pr={eU{N5cWO7TElCyn%E9yk`nbH)P7D$F`?jN_ zAjzC&fc`0kjh(Mp>G%zzEZ34gqwoQH{ImTSYhsb2@jE_4Nn^5lqrUd67{kg$Ge#y! z>|-*FUk>7FNyNW%a_p*$fsL<##r|+1@Y74}DyhH!9jf~7^%wL1(_2O2Ck{(bGT-6> z6GEy@IqFCDR((j{|IN<;jUXIH_ll$@KN46m?%2Ax>eBT&vIxb#)FAdiWrt4Pn&RBO zxW8%p)eSdOztYdSU)`0P^kK_WL(5p*Gk0p^JM?ZB>*|YbsjP)e`EgwJx&x%YB7hRm zX}at{h3E2y21b?&_C0+U84!gbdx18k+l(S}^O3%vY8{{|cO z0g(y-F0m$TT2}*rBDtb@6Fr;v7>F_X4|5X`IFi*we!64?-v7__NnY1WgICS8wqbbmxDmOOk&04Tu{v{cCjaWnZ}kt;etMQ7NY zzU}~ZnV#{(jc@wXL4hX@Reu=T?_9yTVLus$|FXThCgptKhCw4bUL&pLownK1=pg2P zWCON@s;BUniEK(de^&G4o4wZ&);Lwuc0V_Ytq0yp69v^k^?-ye8#mVfJRqp<;luf2 z8x#7dd8<0$L9y-jZvv}xK*yNn@>f;`tWP`?)R^ z40|yV5Ua~8XHOwfq1C=B1rG)npG%zJVJWC%&nd>s9@wzuivQo6FiQgN@qfu5P+guW znH*d8!#3X~^ap0y-4FGsvKcP|%j3(5XGz6f`o%sWEP4q^`ukDTq1@b|AqwJeq+IG4 zNj*?IKqx^}P?UOA&HKhuZE^!MwK2Lw)r8-0`FVUgZuyJc;+|f7zC@DQST*X2^{32+!5dPZ<3F20N6Ibw!Z%?x-TUG>bW4Eo(ZhcEub7{ z3`=Tpt!ZjX831-@%$o8m3I=(UJg4Y6V&QqZo*po+!~ z6HAix%WC?BthRB%BMeU_1V47`ewfq|aJ%(ZQu|7AhhguzVaAlkvXT!xe~JQ%g~Ic; zedC8BwmiZvXvO@Ww@(`LzmqNV*$ievNEiC*Wjc=->D)Vm3i2hb|0iJz@02pVuZX`; zwHJe3GxwDEd_@#nUZnpnWFhp6SYK0x>SKde2!(cUF@C^|wpzx2f`d1gf%O4k?zKv z1fkns1LmA7s-qH&m^c5#0vlesDnWW#b^#POldgoW3iRQAE&s;<%BWAlu))7^ErzXk z63oK;6TfZydb(Lgp__l&ebqlWYKG0gcl&RfXMg?c1VXYSkw_nQ`Sf_1h+ehk@05Cu zfh0XnG17FhSt?ldHo5W}Vs0$TQ)j74pi6)x>n(lZIK8S64EP%2 zS_>K=BOLBG8+%c7S+E=Fb{P*?Xkv!Gz0Fbu z0;vfIHi)L;cCPh21+6)@S0G~GXrVTi2`C6E^Gj*_aBagk%@g0g+Nwo3E2zZ zjd(|=AEbLYXTn>z4*fRlK=zJ*R44pz&3 ztyVK?*>4HICA=~_@$*^zCPqH;-$~*d`tF5!~S8;q_gn>CP(1NLb+_J zzn1-W{K#!Ds>@bAdBH!_Hl#bADu=~GWoKEcwDFL^*wX1wA5;k#B{fb(NgEhdhx0x zdx}Jsl;|vh^Y7F)H#ZBJAw7L-!>`js2Dmva6ng#EvW7UnjGC2+DJZWZBF!OZ-zD^? ztSkev+d#b`G5!cbE-P-Tsye2uE~0tzj!yfg&lA=0# zjW|5u&e0*`>~`(=)7}3y{42PHv+b=cwKJEBezSMtzI7{?dS>#0o<5=j%-?oEB#qJ9 z5p_oydO*-v?}<*U4(&~#K-EtxCc+YjuMIU)a~M4D-t?kP&rH7bK6cy9foqY1+l)*g zQ)eiCnpfQ+qRz<up;4henTGj+ap?OQDa%lmfE^GscbDhSck^9zx+50r&} z0>llm&;(lc^P^bbZApFVZ!}%aBV|O z(4*bKCMsHhMZn-bXdZ8+QZFqppOlAY(Yr{^a9G$iK^4^0{SRN#3)_hHFB_{BrwjTq zj26`DH<3mlQ?dgahCM973$&&WkcOlEWVIT$hIkBpQ~fm1kdZTm*M+2SS-b3Ji@*^3 z1~Y<2D|<@6<{6JT{NkjHcMQ%pjdOk}*~wrVcNzL#cneVM4nP`F1QT>9D$q+XaSOW!bU$>v(3sSr8X*0KLc693Q zFm12xagrGnprdJofx{3x~CpnYu7ef^0mb?EHQT1O{%bN z&5h?=gMzR6OL2Ifi zeTKUKlx~xQQC$J+B%p~rJ{}eh#)-7~)3ouS|Aqg$f1%P<+IMJ)up6Wl-7)GWzF(YJAI$?{SUo%;fGyZ3l>=2~xMe|KO zs-4Ssau?A%6i*!K9(o?|&YeDNEhJkSv#aa)c3#N3#o;gu&<0 zw}=^f{^Ke*BsQv!4}1`=NcA3lnD1GHORQ${ ziHDUwvh#f?qc z4AlYD0C``@5>7*9QV}-_ z>*p*A2>hG>my%2mA^9jvLw>5MUx_$GoIZx%Tt8#%|DD5R`A_~&52U=Qj6g1EOQl^$ zQEClzk0n&Gq%qb8(OsYt3d!I5U`xi?cJ@u4OpsY7gG@!EkTEU@25Xl{tc7IN#|OV! zIH2pdW<~~n-M^a$4=sehIh z<%XhZ@*Fv$u?(5>v0@Y36De>8#L<8`X>$JWOt=MIT+!Gv_}4{7{sc zWs~D7oDhV~;uSJ6X`v)lNW=IbxcApn08wXy#Q3bP%I|2m>(s_{{pQ^9lb+OWDrWT0 zeXwkQ@Dtzo?8fxWh8d`IVu6QQkBNIpsywmUpo~>ANW*cqhk#c2z<$HK^M?{gSiRh8 z*l@0%yY}-2djz{SjP1$S3nmrKGaeB5S>1KJ3;EQkuOEc~c!aun9REOPuU$M=NA*X9 z26wMHYvmj7a|=D|ryK*6OTMyH_K+zXzX$O`RDjt}>FwJ9nMyQ19^9JMy)~w+f(d8VCkMjtL(~$+*BB!m&p?$vr&gl1U86$QR@oS`;)p{s8nik^nFuvdQ)z zFSh@HGCaFDr{^2LVeh{+cha3vZK}-Y392g5g#sqv+vDW@&nr%viZgqvVFZg`E64^y zYC?Xc<07Q-nz8b^oX;}1w!!i%%l)FHWYfC006-Q1#|ilvri<*FnM#>L@0S027+n*A zhL-GgY3Ig>%C-V|LEWRbz*;E`8-k=6o24n1DkU+$-b-xQg3h<7*gB?(~mHJ&LzMRUcVfrqqVeaIX z>W8Y-8TFT5!y^$?(D_(R(|luAmdcwmoAktneC_6|&>c-u@3RUfF$b zRGUeet^6``5-J5@TBFB-0zCf?B)30qe{rrxLbc4u6 zXJvKob88)Zu5oZ>PW`~Z{*s1YA91+2Zux9()``77w(-TA#vHavtWlP%q+;LpL}iz5ADf?g=){-wfz}SKa#W`0nNYwex}>y$xoK=uD_$+d&wF zXN7Q(R8G8EriJ@;~>*z5S#&PQtsSn<0AC%zhA zu=@fNkPq6n2e&!v_0E2Neyz8=>s#F}DLIM>F*4s$qlws2dnSMntJYd*-K_Pa;b+uN-Xcn z>e>*qs=IE-)4-)SAX$NvbUldw*|#REVFOD}B)^y?`;LeDw>7RqXUd!(sOXI-&%^VT z!i~e)Gl4@6!2aGi4CG35InjDYc@tlA!ZxsnNOwF&iVC8{REBq95JY8L3p-|5G|!LJ zP_-yRohU>Q3pv!H^=5^6NKF&Hxs|b-v*|*c#^-)19(ech7$u^%ER3AWm{GLwQdQU24xo+%>MlTG*Q?fZNH@+7cHy}giHXorr5k+O(BSDX$>EN90_quq3?`4E8H z*;C{`ur0~DOh^ezRJlUM_AGJ~D*t;L=02^XW4iKpcULrR83Uk51o;TxzHm#;#{CHa z|K$SA#*mQd4dp94cwb7XEW&d+8=0nuUT)ns0x4AKnqaarmtb|^w?UD!XD?N@|F1dXDiCj0dUQu1Xdl943c z6M+nciO|9adyTcdKLN_Pfx4VK&8);;)J*Er3c8H8Z4%V*RS~0U$z}ytkx)|%M#bm? zE|AybZMNtrVf)sDmS}n5oPw;jlUe9G!!~1dVr4w(?>UW#OJ{)chvIv&==ce+0)BVi zX^JTT452}o68NWHy7L^8ET!a_-S=o#MjaMv|Kk~D^}7xpe2rlR(R~?4d^@3i(bcAU zlScdg=9;(8NrXh-V*Tucl}l9_%{Vq0+VL&{|8|`Zs<*VPv(_)E=5-0Aoa~--_OZAG z?6L$>rN2>D3Wc?%$U^YNZ7ITfYA*sx=acHBme-L|38VB8!D*~kOx*<&LfuLF1o2($ z#hUj6dx5zLczj*Si`>3b#V3*HIfhgqYwXP4aL-M<_R-}ttvPMyLD}q;&qA2=+qMr)61Gpi4q!M%cpN%6Ln4Ty6XG=DKF0i+AhjlSWvII zXCFyWoV5tXiUYLRMu)I&0~-nW-2AYN@i#e@KiSar8lp(5Pcl|4@oW@Pl?wFPk*Xbbs2=O0}0&7?u# z#)zzlUF{cKym44U8zqfj@WbkQ-8sXgjsU;% z=0oOsDs+5c#}L5*wm+$`Phds0KwH|9Uul5qf-inqpCh8hz6 zT~Wv|xzN)jaQML(L9d%|S-Fuv{`YxWB0 zt7@m@l1W6Zll?@XK`QKhp;o@j_DiII+a!cdhA-&6VqDbOnX!>x95}q!31L#h*dNq`AC;&?1Nl%0~ z&cFx&1G)#G5Sa*o1Xk2a#9QIjc_OPNuqRPbFN$g)s&rnPniZ#!y^9aQs_|sa2wDH( zvp8cEQksgcE?W(CE8P26H(aBa5bNnTlH1$ciMjlrUBy9teoB8C*xI`@P z1W`Z8Oo^Y%Yof;xy+pB4W4jFJ1>&3%OvTztBw_<;VEVwP5^ zGL3rB@7%rNHD@38`C9g((F7of_`B%%^lOi$Yv~5q<;YdU(R`UP$sB1eGDL}QI9XdZ zthMvq-4}9$g=X88{FsklT}+lF14`bRh*T`4HwO`I^s;80Fhn5i%YHm{0q=7*W)m)8 zCasQqE`(*L5N?6&&!X=^{|-bw)|nceKP|4r&72Zj@IiJIoxpeg(bJM%-x+CcWB=N! zExUq7$BDWDX07a#R5)ViHs^CP7<=(cj^VBOHnO77i~S&W5frA1SJE=(l%?>=sFB#P zkLxsEMPqDu)FmP3ES^z!bRNzVSEQ_nSicFwN;w;|7!|C6c?zP%^6 z9umMuD7NVOm>#|>9u1m!I!ev)0}(knrZ z@c={qau5jQ{0fiDk7egM-u7{Z8^a9~04`u-|42~1?mtRr9t&^|Vc4A{_l(e0O| z%>|u(yStjUfQe5yiXuw;???pm?rNIos+l#e5x90L? zmM22$I>|y0Md6%mbFS>$I`=ENl#fVN(R)(aQh%UtPPkL8el<$})pJ?fd%j@O;9p7> z1Q`vu*0-)(^sJ#u$Sp9_Oo72#=gVzZYH-!pjud8+qvl)CENaIpicDh2BQ9z=WH>zA z1WVb?p~O(c8bg_EY;^n&6aOe2@lBYi%|V2R`zelNywsvw4?ZQ-z(%4oAVV!=hZNk8 zC)%?=4w}vT#?Q2>7E{;IeoBTYl7$Dr7lgNbT=ze7-mUG#fUcW%%{N)|fiz})9Ddfo zcd>egm*sF=@p)Xqd-DKv<38df!&A5alu$IRuZqeQV>uK+@x#E0X{FBjcwx`D9Z5*0 zPHl{O#0KGb;e(zgV=A>iPNMlWJkb@f1p>?E8j)N6^cB~QS(4^fvX6YAkYbgTE~=4i z$b`!yK}Kz^JwKO#dZAd?^T1&fnC86QXnF1s<*!vT-bo?Hpp77@eu}{@@t4Qp9`0RI zwyoh;zF!velbRug9OIB#%>^HI|x+v3Ska}Q{~-SS&?qWdk(E+0Yy_!U|`RC zCmlnc05_s)#pYQ+IjAkcRfXlBmH)XTs3q8T7qB-*j1*7wYU-aq1$o*|KajIg)Qp+N z*ZlhHLY_PG6AYhv^>lEl-X%3jS&M+_1dRE6uT%0ie~x(vz@0EQtrX#WE8`HGXpra` z@M4=S;f6CHy(LxL5e7wsgOnoXw)l(s(!TJtdJ1PO#qv2mym?QKJ?a>I0q~)L5mW-x z%KR^wE5l;m9x3VUDe{dm_N@4lgi<=ddcr~#BXyM8@X;iMF{Yo>=U5Cq!$SrJOzb}t zHD=4%@6*L4jcPVC88(Gfo`Bv7&mzKjR3)bT33%G`HI&kRH*BiCN3s{R*E1(6gtS4=d{x z;zSfxt{J5@Q-7f{%4~L)E)P-zf!7J!l}~7>xJyDR<^WLgvF^lUI_$>EIIBVehg8p7{Vs_1#@2t$R-`v%E zmIXaEpfy4O!Xo{)dbO2Sw!=7>@7_SNRgpdr?IOIE$)$qJkEe_fBQXq~4&0pD#Js7v zM$~+w^E}G^s7>Wj(#~IYQr3u#?!4I~s_}t;>ttvg!}{`m&Jxqw1c^k)$U?ev-k>O_ z&Nmvl7$0Gy%j`NW_mXu=2D%0VV!t#S@7w@w5>X9t%F{MfRaKQ5g3hpC%Harb5uG%! zSjyIuA32Fgi^%Ve)++cZ9T0tkB7e(N6iEt28{_uySzeE`+Vg@do4a%EBGCEt+ntLo zJm0E2Z&F8vp|xu_g|{|+k+1{k(UKuI)HIz%voM;)BN{2`PnZV_LPa{D+5O5=Q}NZb zvOk)KPg?l5!O_B<0&Ai!VT)5#=w3$=ykk#RQ0X6wWLW|({(owK=Z2|4pKjBG z?7kNo%0=J`b0cKF!`K!Q(pX>*q~E|OLObf)^U6Di1Q#f9Ut$WkOa>GS;%RX+v+Al# z(LEI|oIUutj5S0hT_4aP`h#D2%!{0G%bKC$%*|`YHhkabn?4;!toDWsdZ*Xx7o6wM z8ujX*a|h>cvwxIP?Bl0R4>9d?e(tB!UV32*%0O>s7^5_AQb*nD6LJK|jI>=uUCH%|$IOzUtRq8x@gHYMf)A?` zbs7eyrCQ_e<(Ui5HTJIev+wxfzO#Rr+r6x}2B{n=e01ne31e^iiPssr>humgRI3Q+ z9*cF62^f!SFEA}TJ$}=ZwFF5sWH=&_7%h3cnZ>S1pbhbHwu%y`_jqcPNLo0+3W*5~ z%OL92GQZ%U+!#x-D)b31m6IyW%437V=PC7uqtp+pE#kJxelr~v7Sz#=2GZTno*naY1Kpf%4 zJsefaNPuNel#4Ez*a{CmXJg0Hk`1)EHSNs?<~vlQ;s!^h-B<>x?GI&5gJ}t!$<+qf zf+S>^P}w%wAh&!b!3 zuxjoS**4 z-oW|8h6SP>`0iqR-WEG@p^YaNaysg`&=>%t6Uz899KNLfW*poo-|%`vcNeK`&Dh-h z?6uuXgLX%^43}^5+PQ4g`ZMYXQtr8cWM}FUGv=oW4Eq-I#b9kZTe9hb0hH_p8O^d{ zW#tHu3be@R6W9H0Naf#d9)2Fpc?p1?o=*Cq#<}@sVy*r)g|d4%niE!mJiKVPprKq1 zy&k)@xI~ur7-8;PYc{73JRM$PbpY-iMXqROAl}bT-E(3Zwg~3yk#yfH&lOl{kHJ%1 zY|9GYt&PK&my#_3Z<&ZPRw&w3IyTZhoB&6Zay+{=-qnkv?YTLtoC9TD3GSOrVhk@Q z@4c&wv^E-Pp)vFQWlCHM*R7?%!EZ7jN%L85{(iAt!*Z(ukHuLN!VZHLNQuugjl}J_W=<2U(Zyi ztMS$A(2L?1n77(8)#5o@pLocrUNt|W99#e_hGPJhMh_(NqL}>(OxR$#LTn-q2z9e;@i^J10m;|%2PNx`hqL4*6c1A99r1VnTZ7p?;jf^9+e22~RdJ#dE zYzv}DH#PRHlvf5kopXo`_^t&=8I-FNo7E*U>{4CpHCTrEfI^ zE_=mEACO*JwCSsUD*e!cEjaFV#u7=(GqyIf^1|x}f0P+}VEfa@nFgz-2Q~#nu6vlQ z)YsQPc)%`BuXrQ3F{|42EsqM@rq*8{ke&5vq&}?MNf+(G{q%2oc;obV&$+}=5E8z8 z!t0B|DbP$A+*IkH@QK5gD8FOkzYRuqD8vSXeG1Ki^;~BX( z><9oiyfOv}N}Cju>OHQ&DryZ>UCim}s&`plT^DW?vc^j=qync%jxnL%Gj;q4=%oDjgE`oeJ^g^}Omza|9kzu8dOXiS}kX~)?!jzJ_7V9s0Bs>o~5eG07w1s0Sbpqnt z!(E=w4J?;kaZCL&&$9Jr+>STcIDUCK6NEHv1=nl$y_UMW+l4w6Zt3d9PZaMh>i!Q! z6Ka{~F51ff6rFWaZ;Y!p>0K~Am&+sE^`Evn8OoW<7+U7#DUWh({Ci4Z?fRa;Ws|&? z)CMeMrrX2}jO5G?Z+-o><7^>~7$MB4yh@J0T;vlRCbKi%qxE`@KZ}0v>Qo8yPp71g z$7g)$jcw1K2Rh{}^7As9aj1cViJ6zEG1P1vhTdtZ(Vi*V$PB+ov30i4xc84_>Sngw zt2*Fm87g6kUxlq9wobwkOs8{%bRz6{L}hIXxP^Yf-CdoNvO0Q&tbtOY*S8FbF26S> zXa`}iKp+^^i#SGppWjf9wVb;M<11Qe zvuH=1C7DfE+PspNvk;jG30B)+N~wGzl4rrQwWBSfXe}h?pi|5sa~5SW>6za16ThxSo>WI?$)L2;5Wq7Cm!*e}z_pTh zAG3`qXf;_-wdZ!~S8Iq@CT|lU$!l~dK}e$^wa&;d<~DMvbb&2&?hfRyp1}&xfs#;s zBg57#Qpsszp?CLMx<1OCY`Zk&(QJFVu5wqj|An>PLmk1ofv52Fl$rd=sD#LHTpd&C zUFP6aS9I2}6&9`|izweQQGfuqRZIxx_K72r!KnczBDtHeqrDQ%;3|;h5Rf^XU<>UXnssPsz8UC)1IaYub&6(=G#9sq zJ3?6W_YVz?g`Ali`uTa4h=_-!KhXqeHBRK)d0bK!WCK5N`0_w&rn?H(+D;@sn z@h^;}R@)=p6Z>Mkm0kB*@NO&13bqTHr*q2+%7ChfvsU@~GcM0NYQ+fr4#3LK$c!!6~mgK$2)JetbBQKW@KVRuXy)Zes!A98Mw6Vk*6|I{uhe3V?Qhx90 z1-`)fOsJ39rW8?Y(CLF(i~F5)e_uj=7JFfCqYJelzi4-y|6pC@5&jlga%i3MMY#|g zj3;%@>Nq)yTT+nE^~{$Yc!nngx>_kv3 zp_b>;@ZgDJ!%ELv6CYWv$O@xqV z4=m%TPuJ@gnL%V+N|hkC!fzyV$;ana01|vo33PL-GEi(RbMH0ldMRWX9ux_{2a#vO zBbM{e{> zU-S6&jxIWy>(KzTx;O4;rT+L|Ed%B;&)$9Mt7$dn_K|7+r zZyd>R`(0=%=6rs{$@4u1?(d*MLp7kdHzhVvQM6}@%wSY*{!^B0sIWJ!MDIYTbCG1< zl=mW~p?eQpZt!9oUq3hm&|JO@i(+i0#SQ8!%O#ui=s|+XoPvV--A4xz41?O{s36eO zfyNs-L8vN{E^*UkAB4eDxgTwxPC7J0^HzKD^&{|`6b8g~*PC{$)&6t2D3c~;)FtS9EGV`KP?j__CjZeHx!&IT`oMKR?!)(Bz*GMtV0r67INlFhDDlI0hr{*dt z(`cl%$R$$!Ow8*=B8o(1-jdVoc?mL$;!bRaaU|D?&J{d{nF%hGx%uH?i@64xUyk!T z34@0Kes3STFQWE^5?HxbGb2?FRi6jH-t&ka6<$$F@UC%{eoOWNxjzj*;tcvsi=8iz z#Pb+e1dPXmc3OJ$YRgIn7S@-LUKI>y&gVppaCYICOd|Tpfk~)sU*to@NM=R}q>- zcgU<@rM*V3gOSi+qcv9QY1tZOWTFD;kzrDyIWYY1uHfjpU-1)5?>$)?uwRcKKnZM| zcVSnmxKPi0KmLW>vi2B!2{C%F}x*@I?zy~uP7K?R-|0~r`v_kKKeGL&m7 z<1jwrG9<__V}L3Bp(k~cKKFq%7pzUes&|rS=m?G>nS>VpOr(qEgWzy3xO)}q3Goa6)?ti~6dbeWN73v_c@Gu{0F5riF=)pc z`#+ZOXhC+7=#tg#>Hu3?+XNgmm+dDG%ei6*f`}Ovn&`KexgzCO9k80cJ`sQy$6d@w z{==bxue5Vgrhh}#S57$CZS8DJ3B50Jre|k_&>3ut3_Ai#2n-1U@)S~eda0_>LhIOO zKWJ7w)sJ%|B#K#zfdp)vfwFlc$wl5I*aIH{r6WG$KaP^Y3FkB_t@eY?$8bdpYMS1> zbiVskPhK3Z4j$iXysDzOMWj;Z=!_Vz@1YDbLn~p4?pW+Ygeaw!)TPkef5{#=)iG@> zx{`TLksz||9AXF0V-RM{83O`Z7#GH@W~=d?8&K|?s5Z^SGzip#G{MrtnksU5xdHkT zNF$9SH=f@nm7POoQ0EqaiAT5?5Kn<4P9%WFF56Gh-^;{(PoG(*0XWHb6jvpoNCjc9!?f?>Zaq6L4$#>ee|9`uT7acsSF8oND%y3z^&rvt0kFlfF zsCq}TKY)B{QGWPhLnolO_#uTN6Hb66VIWsGf7yQFJE=!S>2FX@a7q^2$5Lw)aP)W*vkG-Q;!Xe0Nd!rM|(i{qCAwS&FjSO2R_D6Gjbt6k&X`vw8@zZ z?Uzdou*s7Exl>SCL>g+959oN{rbu%az`12E&*Wx(6u*N4aIr2BCR1X{wo#HE%(bJf z1)$^oQEVX>_|l!t>BDpWRX!@rLR;TW16C20x1nxOa5jBpt$*0GZBN~hUHo#P+>*T> z%hp`CVDpqbi3>1&DYt7%vY;s7YH&OR6O>HH z%<)lsruS=7nKJz5Cp^dq2IjLVARloC?@d>-D5UbsYt0}clL@ro24D8ejdh@D+XYIo zriyN({>NqzW`x*E#cWYz0^fK>4!Uk@IQb{S}T&4a05zys6H(o(` z?@`w6y0=G0#y#Qq{bFwVkF*=&u!%#cf=!=HkK*i44czDdU~NURb4^M10=t3TrwNO2 zPbWpckZXkvnv=bQd~A|Mo+C8xv088eYRGuz%SjUCl@rL+`kziPdZL2^uJqQO7F zNoWOuC9%0(wjZbEM0e0vk;@VJ~nkupDw?@BTn5i<4&0Gf>|a8rMj>3^nIEy00k3|@nlIW+W6zyUVWO)hKHZ50^{B${ct>ERQ!wYC> zfg>y+q!S|MFaWV<*GXhux*M>(6`2LMq^0VgLAyY`n!zVMxGSUu!8cFpBR)<qJVn26f zQt{M7)xtI5`5x4hW9i`tuM8tf*V`hu7f4A0t}$7=Na=D}_Ub`MIjdE050x^kenxeG z&zGSPh~uRd|K^GLx$LC+o5%Ml(bVo$N##+jt1x-Z1y=<3k|D>*g-D55Chyp>Lr_%? zN>=C75(ROhWbQ#d^#N&OZp)&Oq`fcu30TEI8bBhYXu1M6%_YHQ@yEfinQhQ|XGla4 z4S3c$AGc?YhXSFFh)U0)tNLlt0`g8#bLyl0f zu{dW&TmpQD{Hj*d`jGy1TYfx768+<+0a?Ug?p+E2)3U!b-DQ5zE=m0w@bs({p@ zkFVqds44$XE{KqJ^i2iyR}=}T#q?L zsV81{6xE7eAgnwAgzZ?&IFXRY1V>`H@UC9OTzSp{oV8KL+}o%F9#mbs0Q9at>~b3XL@mk-Q0{piM>=uA-@?m}1`y z=`z(Yb|(eJrW;*ZZ29bQ$^Z&h@8xKLf$TY{5F*Y{9h3l9a*i!cm`u_kN<$$?6_*ojR5%QVJ>#YS*?tXlxd@@-5wr98fZ=(2! z_Z=5@8H2vE%)o=Ze!2y$^F(HFB}EX^fe%@?iJ=-X%fWn;lio85o;h=ZjK<~k37aO=^cAXELWyx6ONspt~a5%woc+NG~JhZtyLANaD+P>z#=TXMI?0fe{hj^FBY$rxU?u6!n zo;5y|COqvgXb8d(`r-@Q-j;UlQS!q(6<$(}To8z`ynjby^EKyrT4G-a%UPtmVq(&hgh zW848HS%(^fnxXugoS=O!%rz2Du?Y=v*q^}xMGu`t78X5HMOz$QF>wf>Aj4SV2V<;%+g$IQ3jxT+>b?@TCLKMhD$Sb#DI zQtpvVuy6w2V#qtKyrzV+!X{z5`J40|R2i5V^-LNmKV~h0BfNo{Y_Uv;s0c|0z{>xx zk@veCb}zsKn#HrcDXEbOQTw9cuED~1meRb`fJ)3Vz(S5WFgt;Ob0sa2u9z7l?H|h5 zhtV!F3z0RV&qMdDfajSbqik9S8ei6}fjLkXlPXf;j&x1}OtjY3)lrBs^`o;CH3O}O z#(L}_o}>|bC9b0-Ux+~*Pmt)h-|ocyw0Yy3LM}N36Q}r*pkTA zi0%%58+Yi0aR{7TLZ=U{i_9KW-Xz%HbMv`q1++PljVEYc)c@*syYjys$7fD&hB@?< z&BqGXxJbxmY7YC!V;NJcr-6NGo^QF%C|FGWU6MM})|OJpOtb#XL9WkDS0b+PxV>If z)HjT0Et0sbyLg08!ve}UA}nQ&S}pk?Bo?SKeP^gtD`cz*5=4lYdtDq>UxCQR)KR_+ zI#G*d>4zNZ%nU*4EQP^k4X5A-R7ZoiZIc7S1I`aO8yiU!6#+bD1{#&V`?(OQrDCYn z99i!s?%YY*KVwzJi}8UjJt$4}kK^;ebYE5L(_~f?rw7G8ZWZRhYMKoGC+5v|ktOK& zxN@rBPO!2}?zr$fmTzZ@9O9}SpMW|==Z(?aVhwc^z$?pDX)7{2o-AO$)?*pmVu9Qk zr2x1h?{#Y{_BnD#qD6(3+7v9g+T`tHvG!{qA|8Sp0S3)19D=E!OZ_223eAOjBe*rs ztt?}!U&bn;oPvP|Fyl`3W{xgE5uKG&ZP$kGryHsRl;Ysyp4_-LzUWL?bkNAI8&vpW zbYUiQ4jCYhve0;F1XOfAsb|wb7&$r}t7UI!u8Q6^V5bGdwOna2gfy&}eNwgX;dlUO z9adXt=mE}@cuUO+M}-W+y2&X_OzY~tH?&v!s3ZPLC8Ig)3<9(Oi!N6J;xwlriJeRc zZDbl>u{k|$tHr;MBw!DFQCVvV%94$Afj=ZF3k+?RhHCj>q++uz#zu0p(nI$QlW*)R zKNx=0=-I?inoh~K31_)q2+hbtCs2nu-&fkJ;Cb1m3l!E)*EoTYfJ>GPhOW|Y>>@f% ztI8#01xAKZFRKp{>eHiEkV*MIm}oL)lGfHMg<{a9%kJr&rw-^O3~6fj^wgnl{o*W} zpZC1>y~^%x{|O<_d>?YP&U}2x(8zymdo;5!gI+TKocY5`_U~Apop$w`e|QJwH|&*y zjsjFwRj~kV7)nJZ&=4lnVh@iQJ+P33TP1ArCS^I3>XMCGTwK8xa!iiCJdx_16Q>=$ zx+Imx9a;#fWyDTeB*qkLa+jXo>v6U9$rFLq)JTGuVfu8_^`LL$wk=z}3>8}{lDe=| zjP`_wiX{|h&AtC}*&C$=W|9CxyqJmUr+%Pd*2gFLF5;nIwLar*9FcQRrr)DARk3E( z8jXTM$J5TtR5He&U8~&3U~L@M$H+bqSJ+GgJ7JCmG9M|JM|GiE>*J!{81uyP8rQO znfD-w{EibJd7^L_3EK_#ZB{7ad#usr3d_QwaRier7GEI&jFYESxn zUa{v~pR33yRmG}kpzhYDefRnhsWZbP7M%NKoOGnY(|VpqY4yIP=Pvdw%lL5TImWTh!u8WMMMmnGQ+)*xG1!l#*MFC{nF4y@_?i=bKy#tYxa zk-gYg{LJahwD$*ZsQ;H={EgzUGeKru&qw?RS(@vwEO&ro_`u~Ab=r!FW-|Mv4ETvyT4pT6r}P*!(ip)>CpyQweI?M4is1rMyhID`+ZRGFa0OgSFsP0At{g6U=g zqoFD7bTUVQQx6Fg;bFSUk&AhBF z!oNA7b7FmwAuRZP!8^Mj#CIX>ax4BH3}~0hW92F)Je0#vk~jK8R+LtXqhMa8RrRNS zN_%4ETi$GWDVD;doh=+Yye*Npp^k`*-5IKyK14SL=tZ_wp|o;=xCz?P;Or6!q) zu&u%Zq58Ob6sD=~B5n`&0B?IqIuIMFTX2E0e8n%Px*pOOlv9F z1AkEU>D_V5I3^AVfQdwl*(RfbFEA=VtV3e`$0c*Ea1X!VxxjFTE{BbR}}fs14cPLRA@~|j?BXkiUN?(PXR_D zMc=Oiz4AT?2_VOWYb{Ey2|l?jM!LoXzIy_NmCv^QtD;!!tw7@N!O@EaA z#O{Zl`ZTx)PfJ$W=IE$lxO6~JOn@d5FcQ)WtQ~h*3WtUW#`7emeE0DERjXFv1|J@J zXOJ4B`95HGtPE7g!XVT+UbP-Q`xRB~A}g@~vR`v`s2YkBa3zq}p9oKGG5pXtM(YTk zkzP5#e`om}f<^hg2|+uuhVVV4(`C(RSPjj zGK0*6tS?P3NT!LYjoYa=lJ+>qgt}*UjyoS8uA59w?$xsn@s3W-Z39{s{FSB&DyKEo zH`$w{c^tZi=h(8!X1>;4`C1hdx{QJ+G8bgSYt_W))SeKX-)H0k`#s|!yi51XGiC7* zBF^gZ{6rPA4vw&XftPnlDzp9hxh$j6W}pSWB{5}}CHvUbJovKq6%q*dyAW#_r>hi{ zLasS`@zK#kNcAgu6*Bt8qmL-ajg9UR15hY)S;**$&V2|y;+`JzsglI~%n49?EuS4C z{8=W!k9lAGJyLk_F+=+~!WvI*hJo>y+`&pEYfWfyroD;eYH${)KN%yU?V}G1?$bJ< ztirUew&BXSvWnh@GVBY<-l_Lzlgj1(u*XA7Q<|E%cQ(DoD=hFZPWpxTO(|m>A%k3U z-FPsnZ9zdJ+}WoOjq#0CG^K_A#Loi-5p<9eZ-3~>=R%IqW?>nm--!^!lEErRNxR|! zcPs(=DL#ao)DbJ#21H%%xvvGL0Yr$4ixdA6r6JWG^u={CKDev3wKYIQEVu2`^GXC; zKEdAr+DUV+Y>tpH$;{)GVr~WR&XLr-%;BnJtuVXgtLk4d^>1Dlc*wtIUPV%0Lfc4b z836ZH4{=-7PUM`M=~5;l6CU5%L+e!Ju6CLJGIOgS1SY)hP zVBwql@1!M7o6}b&EhTihF+4Zjy#poG{nA3vNP5!G(t{k(!|D*dR5peX2cqzM>xoYq z3n3g<6!rtJDmyy9i~JZTq33X)5*VsbmypNFNwpJqPE08(@2EmW4|j0`_1nl33AJ5? z&UQ@*k>sRL%UpD>X>@&UL)*%V#B$^A5Dq@P*UYwuCt0;fVMyk=N#u-Js~Y{;8V>VR zm<5pxvPbN8`Ers7-`!>_1GS;kn4*EC%KTGyl9`?Gkg2XTJEPpQ_m&5*ke)#=Zt>{(Bzga%($h9I#?;fM6Th@~V zvqn~ISkM)6rsc)10iUQTVowNXivOA!{W*J3NP^GC=KSCPy+#s3%uu9ufD_P&7_WD{ zp3ezqCdKaGd-JIf5>u=h0aL!qR5eFpcIZffBCM-T+^@o*2!u&a0BX;i*C!VWj|G3H zGzft6Oz^&gHOJw0@fyS7*8}o-jCGX#B}jzt=q9SaNn-L)6$|ZDYzHfS!a{Mqma#7u z4%1nqoU?|&x&4;>A_#OTee6nH%L>J6?eTz<;UBCPU~%brC5}C9?oD+`)F4 zOGeAqUHYW&xr-YlVi@XQ$+}Sf0>ASUwR*X|*^o&7@H&VZOR4no8!HjX+~lWBEkKAq zz?-oLnn44FZK%z?XSvuDn;Zx6(RHlWuyijY(QwOc*Z6YZy{^)hu*~pyb6&pnaVQgV zv9})~h4EVeW}g;?FQ$ALwY-Ny zz8rG*@I3Z%CFFRQe9Z1FUyv}<0`-XR6Y}QVhvD;6>3Y?rUbA%GtV+yhrDGDF zV!9i!E^r0a$Q;boixQcAhYLFfuzt1V1`zsHYe(=7_)T%uv5W1=YgcLFq}*cf;X6^N z4v3@NOiYo1{cWoAUGQEj0aO?sq5?~rXs^55I~U7_1{nTJb?ShCfYy7a-P5bH)4TJP z4yP<|Rn~%YOgCff)852qqQr7_T$H|8vwFK0s zf#&)JjFj%y67b^LLVj>Oo>s&^Zml#~!ys*_=;A4>Zld_XRSvfVTu(rb#kKuO-Xt{6 zphRpO#z~+&A?m^3;ijN|$odfT`Ka`$Dak(o8~v1?5LeyWP+(`8^C3)K4Nc_B5pWf_ zPJ3M#!5K;hM-TRMM-%V2O>GK;b5=w{R9%eBsVbAAQMnurDXCTxakK`XE>>;{Zf1s{>Gsa)K$~*KBPb z0$JYuDka3d`ge58*>-2aEzSEi(YX~)4zP%sk-b9q_NV_Cg16t>$dP657r+<-9Wkp}alBkhM()Zj@*3!2< zGt%u>Iy~WhSyG#l+Yc~=LwQJU4BK_P`JP?s`%2zRFBq5PzjMI3trtXOl+_yUVg!FZ ztp&XC!Rqml{pjQOEd`(Ul1+*AEQ1gon5MA=Q5^tETi`)8Q48aav8}!pC_yO2Ne=9y zgGZ&fDtapBQo6?rJZZKtpPDEJQr}Yy*aodl^NR=Wy)%N5@X2=Mp7-^8fitWpfhXE7u zf}`#ki1bE37Ks{|GBpqoaP2Wb^Gv)ZLOMqtTW+rs5iqa>WDiTe@{NjrZgEn-=wdBAobL4i(0DW^hgeA^RO;bVwF_G4W z8_ApHoZpH?-Qds>=#W^kxKh>%(VQ@4!&s>*mVf~j*3M3T7(A}q%`>$ye;C--Q{S)5 z|Ib9m+O%HpYd&KIaoo|%6dIet`YmUCMy@%Wu;Nq2P8brupd@B9={`+?{=cRZsG zUfxrXcJDM}9VniKQZAEb^$W;b%Q&O%nUD!8N`29PW>qI&L>Q^3PJV>$JiJm|854mp zc#fY5_(xM~ZplC41>CN1!^UXu7S;&4lg2*dNEk<{CCh!L&7^TS$5xZNHljS*< zD%{0&p2UN*+~2%P9PdsQj|1Xh{w*&Ka%lfqo)05;QqRr0j&NL`A^2igffty;G*ddI z+W(KOGl8qROxynfb8?xVTH;8mkB#6s8BAHBAK9pvN??=DsD#v zPcAeCnn#J$zy$#Z6+@0#s5pv%h)Qa*gbK>`|K88B|NCj)_x;Rg-lh`H`Td^fUatGP zuPfS_IQ(%codT){0wzbjr$fc87r$R0;{Su!l>@ zL%GZTAIH#H;Mn)KYZc5L%9UY+N@*S!J3Fsuc3gW%@@Ha>{t@y&x*2AmC%urT_21zv zt(r;oig7EFB<6#TZ~^MVBbytCLRkby%w)Hk@Z>D~i`2(F21?*NqG$KGF8mh(aHMvF z$XGm*kN44C9+2`(g~o#Pck&SJg~d#`&Mm#{XLb9xdzS_VcsVfRIlhI`r!HJvEy%bW zRtss4QUw_E+Ai=(UdA(*yd9w@M(M)Zkm3jOACY$|v&|{z+^pu8YR0Cia<=h^4BF6? zn&X^Eb0>2NU(r`)0yxZ-Qcg~qD+@Tp-$H>M!MkL0h9d$gGBw?4`NCA@1Fom->=yKz zNB>17Z!$`h&THO^(Y*!MmxXex|43aK3#UR5 zy}X`a(?(OFn^kPAP!Eaf1}S@NG?5De=_#lMf^iZcbqmzTssx36rw`(+K5&+hVbibI zhRk+1`P=eG!eU1ERuD8h6@Be$*IV`l6$QzaChdQL{Qcxo5YjiU5uWm*)DwW@f@nPJ zv+l=?9lmo^2n7OW;PM54W=nJuPj}V4e7H58SSaXfbDXIhoM|Qw-!5`ywQ;a8&^gg3 zGEcgIgHqJ~9PuJM&hLAX-{m$?pa^{x49o21?Qr!$cTGNIwojN5F~MG#y7A74O+tVp z!hztGGbJRp%KjYz&!$MfGetacU4<-sfwCM4?dNHMF!5xrOyiL(u&X>Hy_Yr3d_8D#1U8<_8Vm^0C&?!MwVp^+WS|2Wn@dnE^ zYwy7oVGgs3ikDs9Ps#KMjS05W6tZU@(h~1;S(;j2f@KVv>$R<>yXXHbRf z>l?&WD727%a|1sFl+#_h`jnStm;wPw+=Y${16oE1YI~95kf+ugLFa-yurZl>TVp3B z!3s@+ncQ@bGrJJhfU`k3(pa|WV9c0fdu|vq@6XN48x?L9^Y)qY1Qny21ME7E>!E?F z$P7gSrtCuslr0dY%$S51>j9}+N106(%$6OS@>UeLsp(*|nWac~PbexSkMote{0&h8 zmExRtW4E^lG9SL0WAIo-=0haXT>JZyaF0iT;0m+klwgu8EV50K1Qs$7E%7JY*W^> z3;Bpbdl~D_bHLw%ewSbnH(O(#f!4(CP}3kC-H!0-sfIs!%UPvFUVcPFdyQ_+{B^NZ zey&l75f2u_6E5f>vs)B85w3ORPBEuuHUCLsqfAAcUq_fp_(MYRxNDcDbRv7LQdnTA z5c`3zGmUc+ej~~2FPs&JVL&;{E?x-m5F!qp6m988@+4%k2DDfO&tRhf;+uko%OXfV z@TJsVsI)Ci4$17>vIhq!+GSg-4V>3Ok)a}G4{+Iam z)YsQjJ**4+FUV$N?6(+?0QN7Z!=umZwSjU|CLkns{(Ju2T}N`h4CUI)Igg^CY~0XZ z{--D*_DAyxdPe##kw8R`estAf!PQ0JNBTTou4w8L{b-y5zp!VRE)!kZuI9)7M>3nJ zRPYalY{C3QKq02KW+}SKF7Rsa=mFjxarr!HmK`*e>iM=5_JGn%C7`HDMb8I4#GULT zZ8blNs^^ek=%)rVkRUqDmG#yL%aDS1ck-6g*xKs97%~LrfAND2^ob50i=(v0 zGLC07`P<4Y(|u41A}4zsRlBH|cX|g=&pISxtiui#!!P7G>)!`&>{&@5rCiNwI3y!t z%}waX)F6GtET+-Nt8T{OMwf({F5Lv9aS0gDJn{I=A%9bCN7F$IN`2K#osz7UMrhR~ zV$2m-z^MBT{3O_l@5-8yhjbL&a^Q)rM)$Vndiu;f(s%u6_o!zg+B5MCJcE~RlCwEG zz~cRcz0zOw{y>=-D*3>4Re_syj7%prZQIkNwx@69Jl$x5;<4iz|FUR?2y1td;=KF{ z#}*{-B@z#_YLQ@nZEfboJ4_!6pCYvfK+}GlKSuOc=MUeiw`VS>o>etp}!b`$_2rPCXDt@{G=)wx&yca0wN1%1kPX9Sizi*^J69IMg9 z4hcLx3?c`_KN0J~4Bi{y$m!7xnTR*ZI2j z$kX0_EIU8?3UWv5A$D~aG*8~}v z=CQ~~3ZUBEN+&D$59H=^6SXB@o6!AaLo+gRF$<2Y36lD)DCj{JL`qrKwudLOrO3Aj z;PcjJojgft;S8%0XlGGi$bK1Av7LbQ9wX(uU_F~q8~Bf?#w#6hS_}P^($I=qBD6=V zO`}K5nRdlglwzv(4m3orSiz6@o*}4>Q8+vq#n6tySP@!{V(l@TYu+sd)0zZ@17`I z^G$XjJv1&qevM?3fuqUOrCP73c$*b}Ve25kImrN8WO{Z?nwuN824QG#t_+Wk-o!=_ z9N<9FTOf;a<6gB;rg0Luu`JYS%v z#>u=_%bHDNhn##erY@i5TS8p$JqVzvA!QWYv9mLE`pV>SyQQh2#QG~3scELNQLOM& zRO>Ieu`1RI{LFPnGg$gfP)hm$;1F=Xxbo%cAJK3z^ErcUix+r zKS3zqEcVT~QhXiK&AFIo`(myWIBHsWl=?f>^lsdJf|JDDnubxU1l&bA+`)?CdV zSk`OMR~3r3brCLFdEqsmMu zEIPLONrJ&8ruFmnvS(D1Ax$33flTfuie#9c$)*PKcvQcItOp-4&86Z;Y)&4Tym<=i zVlD?GKLO4S!X3M@Tbp2p4LR~+H^4~^nTV|k2zj2?jQ_M&?{{xK7o`t>`0A}59?ik~ zYieJ~ITiCNza#kP%_5#5Ya|`=%?Af5bl=p84wJ&14W01Eo&gZ6>5C+8^Oh6tA->vlIp$oAn#_qjSU)KYR2;TfbAwgl1 z%C}>wp@w>};0^{I`%O{kVC)~{sJ{|1aD^j$2h+$Z?X?Jj^3+^QH8BjO1w8?KD zhHQVEzb}~Y)`KRX9}S_wE@V$teLaHDU&g}dBe0zqWlQ6-X#pdWz`LEL7na3u5%uxPb7q2o8lzcgRQ#f$uWS-BT5844vDLFYP(Kd-SOLQ^Pj~R9;9skbNeo z*|sf>zp2qv@}jox8}yJ3YYOz9tURqk$5kLM#&Enj;@Q|LcDG*zq}nOFSo$mm`l5mM z))AA>m9k7`B#`M>)==Yu+X>vdXlaAnK1Z9nM~}32Bt@<_cR_-_9>yX|Z7d2w9;Un{ zSZ^HfVOp<6^+=ZY1+5ZvmDeZe_jJzF4*)J4W`mNeVzq_`hU^EDn51FTt*$VQL7^jF z{Hr(Kc57~fkR9;y5FGo6srGKpx9XcNiJr6kY|zPy3jwFbOL0T_=FP~Q?CaW1gHXr@ zlW0W_ltqTtmI$B;2-y1<>7NoFQ;5J(mmDqW`A@ZLEGu8wS< z_eps0cu`vx6b+1Y8Oxx2!?gPOL#fGFabUG*xA+9wJlX>FhA5u5%w zzYX-@*QVCi7COeNUHV}OW_C)YSy{0sygupK$=d4;XLbf$ok3jh7ab&r*no+%u#!JY ziYg|B2d`+TrYKYA72X46yUBW(5vESwfyK92A|G>XlFuzSC5OJUs}1*4JWG0PHSs2@V2Zrc)mslt%?6lR+sm7}MGsmcX_U^6orAf5aM|r>BSKFz|Q{4dWW<`z=Kjgzo!>Sm3V1uGjoy9hSZRV zg>&daXwlSe7G|cLSOv5P2%BbGGM|CQ-s83pztT1!WWUM$!m0M&6deb=^g(E1-Sp`U zl72pS^NrUz3 z&fAX%p3F@A{w`9EAU>z}X77aENx^Y7eE5?kXK~mS2WGuJ~1X)o{cIU+((%du{ z!|P*G{yXk6lK&4(g1sAzG%Z4BjQw^I5lI%_GN_J1D5cpHF-ZY`ng5S217j_KI1S?? z8GnjPJ1S}5do(D3(?}SlGrD2iS0mfV6d^~0#{@+1%8oF+NK^Y8F^$+_(ebia~q|{6}OJ=_UMF00Mg>eIqO(yG@zK-4KFi zU?Xbjc1@j@v`$Ov;on50eeldwd;P65Oa3C)jiUM6``H*85;0}roweLMTvE%53SjZj z33_8Mcd9Lb713`OHfAY;UKg2C!0CML8~~&xs}w-uheZ7(s;#9aCZ{GdRGkFr_I(SdM#T5am`yMmx6@v}q=c?)mvxDTsgrAcLyBkw%}l-xLhQ z#nq&$(i{^9g3kFR59KzR3Cj|S8!)t*ZSwMf_4=M(JN|`JyS5bo5enfi#UvbcS!m(0 zp@3|n5f=VEu&tj4y4G|;{*@Jb|>URm9Lh{v$1ObC+*b z@33>~+X^pe&gv`LLJDuQvrbR$Q5fJXP;1lX8V>7r>tKn4T&-Etwzyn}Rf&`#+On?jH!C5&J9TNP+HmNsj z3K@J?8Q_y;=r&|(_qFNR`x0M4mR(O9sH@cOocmKZy>y`{E|S*^8&012Ia zr!f+VOdh`OJPV%^7nhVw=(-^?*_)%wCDAc>U=Rm^R@N^lr)lOkvEa+aI}6lqtx>=M z32dMn$)ESqLU@LV9U8{R@D8lT(^;w-H7keK4JdbSgSx;QVqqjO_v1P=wd|2L@y;E4 zSNXcHi{=1+@`DVTxg_&Xkw}~X97>7LNYW;sD*HCY_IMZ9d2|jRvDmuLQo_CvsY=*s z6MQfTQVj&sUlwwEUsfKdV$q6etL@T;y~7o#D8cL(5)jj*`8893$;MDybCvr?Qqpd! z+z~1(*=ZE*RMpf(Xdac39z-}Lf0D3Z68Yt3dpk8}A|qIj1M(~%!cQcZFP0LXhLV#B zuZWTfBpo^db$Y1qILFU-R`b7>6{tq+CHH(12olov>ye8zN1jA-1fv)tpD&GRtXNw= znxInF-2Qo}b!fDNS{9r2Yc@;C_OR(YRKD(<7%iZv`r;3pHnHmn>$;E*73n%orXzZw ztX%@17S;m-fJ3m2(^z*-6i}H5uB@TW0Em-_$!H)J%|IGO{JFAB614bh>Ten#N8qSu zOQ^qOy0*((uY5ib%9(K3-!*?f*nqk|4wz9-ij6_o(SyL3PDeip<<=EXrk4=nSV0TA%E6VsXizPLZ@e z%T)3*;9kND*3g2!etgG#(}ih>EyfS2tq^5n8&aCSM~_6clg%5Vp#OXoF3X>{&h(P zHt*533Z6|6dc2acrys*)VcFPoF-BBpUZK*~=&1lP(?YjQ5Dbq{g-d;0Zml7w3S!XG=Ugh0#iVvCx&vW8nAC@Ed`fljMbCjaDU{pbUO znDJ^ndwa9oFT_x)P}TX%KpRPghul7eGq)R&5UYVGusg zElPMv9Xt@3UQ~L3@PDH2{e@lk5<5G{TdX{T5g`w2dOw|`eq7OOe|z-kQN`)Cl_Nr6 zS<`Ftf+;VgTa|A;Q=KoF3{hM=atKkprNFX9Mh8^<=|l(}6cmj?-wyV#{L7NDRw^Vl zK9bXO50O7s{kUgDQlK^bFUqo-&c!rOlyV%0YCBKl9J5U{#Ud~13}?TUU|U|(U`YZ5 za~d6vL!Wa*K0kdR)gvu6E23_R;;JCnA!neX+PH2FY_o$VYTMs35t1RzONXgsmySg^ zQTUN$1O}w5d1)28B6fQcm_iBxBpGVe6EIv1F_3Q%3L(V~Venhi@#fmoUC5JF^>okO zmW*v5(A~f3i${A`Q#Fmt&*14Z(!wzjXGez~(orV64OVFm`0ZJ3)QHVvKN zgd_ztcX$)-$VSZPOu4Z4^%a+D|5xy37{4Feo>O)kOsawLz(NJgk@d0k^Z_am z^YHc$Qn~GCnaKdLE>gIA+taF~0Du3v|E74H!kq7dnald@9Tz6%H>+WM6FH(gO<9J;Ja_7Q5-e-D3<`p%B zLO8){s7e=FYIXVZvsjLSr!lbtKxVQ>UhT1UHszzq8kVO>p6Zw8pQV%4fF<1BC4^Hp zxI^{>Ys)kv*)*47sL89VY&q*;v#>%-TPF%5fd-1(i9krLE1#nX)BgTDUiQ2goZ zq{7_+o1q`Hb6)Xc;e)UY4_Sq}-0tg`Wm*0}F1$+-S|o=8#i}9pHS${lc*dRr@M`uo zpoJ->J4}C!5}Bj%I=|qEZ~!gD;-3&`D|whF!fnu;DR-f8%qEMM=agq$DAig2#NyW1 zCeKY|+1L>{de&8Lb{9(1{~c+q8EPa%m5-O@RP6zBwv5#&?d50G2FS!Civf?iHqlS6 zeMFqa@`3Evok<_t0Wv#d9SW3H#z;f}0VeNOvv(^4EVrtIgG6_OqS21(P{ti`#bkw_R#yBO=q1iw^J9w1^tM6 zojKTqGhi2w7{a|a(SxowgMpa1E&#;L3exuf{C0i)5k<#|X{}Ep8Z%aXyrLq#X5Cv! zpQm+7i+Z=Yc*_fa*Eco@aO)bupG2&-I5Dc6B0C2Rm9ljDcH!b&9$12_CJu+Fe}Fa6k5Wn@y}$@|*O3I)Bd>-y zOFAlK4kKVZ&jd1#e$CX27C74XO!=;7FQwIWZVnOMye$XYZ{P`e7LM0*17)DyeH={~ zOiC{*dD((9n@vd9Fy-SSjvh@fsG3Sahu9Ya5G8N3JZ7+2Q}#BQ^D)CgQVwuf>Sfud;!RVF z%wldj#UM>QAPbt?h@}rczM5oNIVE?a`ocTf1?8tQ;0!XSb zn+D;Qpx1=#Zx5Eh2%e?`od|DPKK#ZcuiT(9b?UQ~u>1IO7~`m$7xsPCy83G4u-5EP z!Pfm`m9f}hWE$roiCF0N)IikTp@p=SjJ|lP?_Uw2K8hiwVp7D=@Ho?A57VM@T226u z3yaIc3^Iq}VHBpANJWG^85l#fYBw(MH{6Ti)S?Ps`iTio1I*V;KY9A|>C^Ahr@p7> zweYREx?~!K**-3dVd%k9CL#_ZinKfUdI6+nA_nC=4{ZZ>*4PM_GOGrllCg0!h*%8uyC_qkelIn`c3@*D zaDc^rBOBi=Xs&IKqP|3V)<<2?qfDBL{ftznm; z2}|7koF?)5xwl;sO%Q<((P4>x1ohf%8lzRF+!!mJqkhd>ZOi|UVBCHjZPs4XZ1SJn zOK9|~y`3nZcA^H;1GpW(`mb!I#Q{O+fxDM*WUYTvQg#BV$)F(gy(^?&3{W6vf7O79 zf+wlJu>SG_M^WU3B476&k)8`k-1?Te@N!4@=GuRP^;M4e9&~2?k1`I=B7DJiN_J+W z1T{sd_(G=UV(77(pNS?9$$njjMAP{cxeNcuFf^4v}Cvp$tZZ4Co${1ILY^Wj+?oel86reMGXVH(Nk@xxFybQ2Gi$wG7bg& zDQh}?`gCRGJpCP?J`2b-TC2-ks>IlOxrz;HLacn59t7TMaS7Jq#M6guO4Mv#L}KJ9GbbKIR~DgMg) zQWC^WRno@zV-Z?}wX!m+wW3Q5QYyr0)C)wETt93q8r?UGBA8EU`&&zBx)8@A3yV_s z6|@z>eq_bkK8UHb^6OTBju9c>;wb@)gt@l+o_IZ*1`}{n$BRaT6350PY_`cO!L1KN zU$9ST`{PCbG6Qg5k~R-u7P}*yXSQa*AZR>k1cH_}9J=jNMQRXI?i5t_*ntwrflCKz zC)YyXD6nh2Yl#~@#{1C2&@8IKv$RC;u@rL$fii}!0LyH$%%nY!_b1vJHYlsS2q!)|VU>ra0iz}F!`FnPr31-fp9$)m zs&RGJh%~?rdu5e8=yULAu16%cKeeN)sW4xS*~4PoNqFH@{@J% zdw+KNs{Ie>Yk7A5*wc9P_Qg#d!UBT)U2_rwe+kshSkNcZEBUp`Ez6G2MjK65P5cfd z*N-l^%n}b)Tg*c6MuGw4c^|<;szf%^lwZe)z2?~ocQ9%WVNZF<(O0oGVE0ep%kZIj z@Yr2TE=Roh)w*Pu=g29D)hT?#o8zZwDF9>|m$cZhdLeN?(Zi=}tHY!I{*^Pr8*G1p z2(hFt?Z?u@1^d%6C(5erp*@;kiqA>$@;M3Pi`=kNW}pvs`Rhp!PWbOreqhQ!M;t?i z)mZGu2$h0hXkM+36=s`%JGj~dRsiw3Zo~aSd4`EWnj|6|nCJL#@}(j`Jt}OVgE-1$ zh3Q0_%?1tDNJ##ot02mKe07+(DDnPKEL*^EgYXSw=}ZVc1(TX1ibyZzw@PPyl~(sk z%&E5CI$dLsbfC;7EXHG=UiVq~dGkX%hmIQl;j1|Bi9ttjNi|la)zxE}IEz5Th z_j+0_`GoEIIv@~wtNlRvX>K~}zL;5vb3^ra4opiS<8?O}-avx6V@-6oXRoByy?8RB z^D^Nrl$M`DI$d-&#~O{izvATx)EYdWX)*AVU6hoU8AkX$IPsl}-z!xYf(&AeksKzgz@h=az+3Y(iEE<9h)#)Q@J=D%vTxJ0n=zd~a$@ZgR&}dza4% zHOyyYC+x*H^0vGQ(87)kQ@)YF6e{qhwLMFdJF9Hk@4O)XY`l(1l1c48N1UH#=;>28 zyTx`6`K9nXcAMjvCljl9RZZD3&mM7@4Tjq4B~9vUl+LQ%D7=K6fd-A1cepNDYcSl% z!U6ZeZ?{;|mH?Z$Am1$BHnOm(eH}I#`{Qud`RNDP$;)5vmw;sIHw{zpG*EJbPoms6 zRYD4X&eQe_(q3Jj&IL|;a2{t!i13 z9B>wnN9?wni@>zJLH0V#J)qNk#GFaGxk-}rM36}*yc_Y1(im#Li0UsC!4kXHPgN{v zOyxMuA21MWFyvhUN~ie*qM7T5v^dV54^Dhia<>`*=^=~le8obWw-49&+z&9?>9RwL zJba2^u|S&DT793-Db#4U`^Zm$v7Z(1Gm!IZJ_!0Kc(d!M6?sgo1bTtk01Rsphhs5L6vakQ z-RVh~oZ}R(o@=tSA0admhvtcAiakPTMAZpF8|NDt9^sUt-H0xNP^b9=EAa;N zvg(^}_5>Uq?-6JK;{1_4Ri?6RiC}Rl#;~p|1IJ7BpKOWx)lNTM4d3W~GiGzLc9Pc0 z)B5}G1`mX72B7L<_a1ByO6QrR!##V7+5ozEAzH<^IR;-(rZqe;C8&Qc#%8Dal+rFeaL z8~S&|7`8Ko>^mTzmSH#gxLt|h-MM@Cp>}NRDL1pvzf|DQJUUJRwJmLR``ON|+m99x zV&ZeK4&0B@G{Oo1SzJl1j}N3_4=7T30zyqa9YaM%>!C{V<*I z!wfE&?nMVR1T9xK^fa#RJ_u}RXpmC4t#Xm)pSha$%WsNEJp8A zfeoTn8Y@&c=5)3+{XWlAhwda{>+mRPah z)#YcosK%&gkC5Q6AI-Rgj*E9k#~l>xYda-y`abAbjPK)yXpd(aKQyJEKo%W$4CSfC zsAO;E)qJz2@duuRQ-R2>aAH3+ylnF&u@jH9Eygd!P6(QZ=gR2lg!pZe_}GA8;A(zt zTHvj;t?{dm-hNduk#gI*wcqq%Hj-O|SK%~+@rnq1{nVMA6-y>u;EP(c=d&{o19_KR zc@e9}@P(Bx#(M#oD=a_J0ynO!e|K)M`3_L}OG^(`+o2Yo?FdjD_@{9O zB;_zeTqp(fAplr zYrW0~-4pHBxDGotw^!#Ji2pj^-|mUg&{8|qlvxYO&8f9JFSFXN`+} zbGPMF$RWZtjVM}K`Hj|<+B5U#Kh&N}&M9{v^JS{=x}3Lts2nVz^4m*Et&dof1>a*4 z7UP?@nKv^XHyC7*7cMq>qnAqU$GE$19(w+=->6OPw(&;T;q<`3YKL*}&@ZM&iVdHN zW~>3>yRgMrIbJ9)RQU(f#RlCAT9atFBl$?0NB2-%Ab$_-RL6p{*0lb~U|@HXaC^Uc zIIhE3B)GWRGw)UljrM%=Pq^?{_en_s8qD+J-Czbe8y?;92nq>0g1nx?x1MBx0+lG6 zvE7>6GH?|wtiK^chBbj}{mLvXcI)|fFz)n4HBIbX$Det;Qsn;MNPU10g})bnWCb`E z9a&_gV6`avG>|v@yPm@#LJ;=(dy_?aTzzY=5Gs&l7Vk(NJ@`nHF8hBym9A0a>GcYu z7qE0;oc8e-X zqT!bcR(W-~J)bC_jV;7i@ud;JaRgAsImrgDs2KP#*_m^-02Kg3!UAG*b@eCG%_hh4 zJXpt z=(}DrzX9e+{h9jU1o|#Iv9@FVjS$Gngh;7or4Q(MN_=*7xn~waQpe<)?Z2*?B+3cd z!eoxjOxziPDI=~nI*k~^v#=Xtbb*zv8${T`NG5s5n+x`8Mfcln2bOquPrtY({y5IDKuFnbbMj_+hqv()Ni>#z35 zAO23+HavLjg^7#e(2d>ABwIEH3msfZ6(bPY zFdt#{)9Rdp(#O_qv!54~qbvnw;xtiSGMM9}=rNo3xnM&a_Tu+bq}-boB*L;_)9)*n z8-cQY&WnDg;p8ObvKFW6ST4bHIJ5zA+PuCUDW-Wnj4gv+nI|ua6L=X5+J5^dA!ii? zrr{=S5(Kfq0W@`!S@7ARHTuF-RAy>~oR1mbp@ts=cvikTuziw6K2nyBCee5t4?b=1pp=7{Or&!#>=t&T3cV*f0?0s$!Ro?5n)G-UodztNGXrk} ziU^H(!rYisgw2Uy-#rlHcmtK6xX4A~<}Gej^x$e)B9NYjhqBek{A^{GK?d(n zuYHts#m{ZwGxn~@t+?vKY_m^iPEwOqCC;B7tEa9cY%``B&~aSq6_{Q^SjKJ&PqmI8 zG*T z6h10zR&$$;tq=v9}Sdtr^sla5%IXpp6Uk8dI|c{VNfVa2`XB{oA;+v zecfnjZH>kw2rUiJRoHlxT#Gr^^6vV7oery$n}3TfPNp>)q7_#|!cNG@i!8SN3*?4% z5WqDm^8cygURPDz$)*^JpdMJW(e<7!4Q4f!zp$s(;fDAoumCIKkp+i6LlAHQw!lsN zxMcW(!yJO*>i~F=V3)ooP6EKjxA_Q0i96b`fgKS=+!8-OaDjot47+#&(1JMaBHfaf zZg3<(55TfJ_CEvAmqPCa8w_*+bRZ~w=Am_*NB7KFleSny#boyrDG@^b>qtcWn&q9_ z=ihG$nIOmQ)@Dz4b_ds#|HG)`UQi3r_P>cdl|x64BmKpoAtF@cW#=Hy6r7Ff>OwQ= zMOOVuBaMyWQ&5=fIL=}G5Gic72_S~?2Bx-*SXR~;78At`%nhhGI(vHA>8s4~*_JLt_ zOq>zus^fo$su{PdpIBoG{+4T!mjjOjVkvqL@F_&5o<@g_CoFX)(d|7dLtR-}xdFvM zlW_#Z5=2pYe?F?0gJDssmW0&*>&b|Ytu}6@3fN1tMQPyB@f3x?g-KZ7*r~@R8`DD{ zmu=P=a8c3Dp}f5@$A@R2yRO|oRUA!&U<5LwWzl>pF@(ygYwPRJyW5AB?)EP*Mm|ZYFH{k(s5tQKNC3cfrd#0y{d*Za6Ej7Y3^Sw#TOcJB9RQkq*8m<|?G_ik z0DclSu$K*xBJl8CJeX)z5rCQ^)@GOaMja-BbhKT4URYJCF4Wx_abCv%qIXNng#d=U zVM_LA@RJ?@h_tk{;9zJANBowcc)S=UEpc@yEQ+tD$lQI=)^VTob#?jX^BV-yRN5y& z?ZNU{wszp|3h)7?9eG#D4Kg3tB@)w70_GBlMeNE&$t|77rB*0##a|{1NmHB}D0L!g z47EhTlTEK?zwF<%j>HkEkgn>Qo9`=!X4{=A5Ds;fu4-li-8}6bk66;l@DJ^Lr2+`d zaKvdP84BdeUq~LXsEI^c!g$zbLfjiePSr{6F0-z}duYLZ2 z*1p*`5cV4{*u;3K@}c=9F*@p|n?$cQe~L6*IOb6YxLnhM9(u3u0F#GOx3E-T)drM~ zV^*$Q#E6Jm3IKqBvBT4P%ltr!o31)h5dy6FC5tks@r7}!(v^InqMc#E^$aIh$s$%W z6UctdYnf00hda1ZO$s_6I!Sz-bPNs*qF;9v$EGs&SW6E(a$|n#tT8CjMk=9@25M4b zxERd%1Won{lh;nJpSTq|w$I2Dz- zS3>KzZCj5b*sX1NPIknh?Cd}Tp#^b5O5a(iR0*YCwm-BTAy&zrdZ1CX{1Iq&F7Uwv zPA9eJ7lIeDX)pKFky8$GFgxvDB)u#8`rI)fN2c-N+|YcGmpNjLPL26oi6-s zl2>z|V>vl(w>AvHU1E9=$4I6AG1xp3YjD4cP%|}QKCuI^S9F!{p*}Q}rVA%ano$M? zV18C_xYC3RSjvg*mLJK)!t?$NKEfX3*gG%Vxao2|_+2L>{`qK_e!(i(0U_W4fR-rBJXDI!d}K50LBSb4sH)&EN{F0f{CQ4HPa8Q(d49 zEK0Y|XZ07d8g#)0fdcwbsw0N-yIo0YNd(Bv&^#H$$+LZJ7vCQoL1oFYCg90(G!(^HsQOyQx=(it& zJtYM^Y|99bw%mH0PuDWjlGSYGM~9y2vsIx!Ij<&p-qq$0biL#OS(gL56?wmb)cQLZ zcy$yZQz=amBhkqcDq&oDRlMSMh~@$k>63hbM7r(U#UCXD-|IFIq0qy?y+d7fveSiL z_KEMv@|+5A-hxS>V!&vAq=!TKI7Hg~t4C^jU9S0)qpuRawi+MA3#f+;x7ME22yRCP zxZ;OU`w{+H&`N>%KFusu>4e=!VL|6Ddu?qptuNTz#MN4jLCqM^gOTxef1qna^`?b! z9}W@J+B3J$?^xGM&#^9}FY?56Bn+DX+TqVpnR*h2y!KyG$`DBFZ;0jH(LX6TJ>NyB zr7N>ei~>D{3(s8h4W|M)y2!guz|)U%Rx@JLX|wiWQ)_ec4WX9F;Ks{g_?`JUd0Zcznfk5E~1P9?3a?ZJWnM^zRpR3k7*uAL`_Lo$H`v1GGS1HXH z-xzAyOoaM&8$GtRNBi8j`!ME7kQbLmt3B_2R@M7nRzCq-sTqWsNkZRz6b%(lg%+V) zDw(C?O`~LOCU}U5PEpVP0iGC7Ljy`rm^R74Bqz`-H`CoVYU9<$c4b+wTjq&(>Vvy>tl&p}!&%-BQ}Pe%yFEmcdAtsU<{6?r2{#$z0xpvlvyO2+(ll+BD2aGGxNT=tOl5xO?1}HhK;AYiZ5o zQ2W$v*t0Bz2f*a)Kr%?uPG3YRMX4geXOmoGiX&n50k@NMKV%(N$7gQnO~C+MQ$(1O zmjw=agrLNQuo=pLafiyNr7b3}2JWSlGsnNrPnbkZkr+)WMkT4;sonZWT0h!*Pz6;eOYaD~ zdOVK`U;C$WlGskAr;KMLkB^~>NB{1jc|_O7#eMN>1;J5%l(TlS zA!dBw^Z^7)I%AOG9lby%j?))ir7OqLV;j^=9t$Q2fZo|SJMNro=b#KsX>l`xfgj-{ z%FuD*;q<_5$;Gc|2-{BtGZ?UNr^xAl96~WpZ15DqJ_Qyu5W z^L7{uS;QRgQB-QhG=ZuLcNIYi1Bx=yJl4}ISGXR4LmTqVz?|6a z$TQwyWOWFadS^NaSSep#V^}SnqWxB}o$uLhRq_s(P+!~07OzU7N=Q-a<3;`Pk9FDs zQ&7~-^uHPNPFK1y$~AeKtHYN3BRems*{Y`OB}M6N=<)`$UKb-n%}V;Ws~EgZW4dR5 zMS^-RG&7gDPHH1ey}sey=wOrob-8n)AAnv6qXQv_Z06Z=z!(IVhb9ZlKbb**8JEGZ+I zzX`SlsUP>0w&>{Su>)PVK`9ae%gMZMF<6SD=_Hz(i8lC&=9d;M3kz$Y_2cKsN{Xy( zmu4v|4N-D|O1v8Eo{5)Pj1f86_An>%71hXaFx?t^Ey2ZqX6^x))r(TN6E$(eTagYY zpLDCMe%Lrcv#WR>UIUur$CDE1~I+gT#CylZwSWX~PiX{`Q^oPryos?<^CknTxHEN8;YF zc_;%g2DZ45^Vi2CW|{wtBN(Ff+^=lUFGH_e<2R(d(b0MH@JM|eIX2Np^D%#36zVjB z{ERP}>4_fe7#0Dvo5%amgE5U{1rbLETPJ~iSsB2qB6jxopK^p(F~ZYUTuSM)baOyO zMe5IC$IdOO181TZqOB1~_SlYIJ>(59m!}(a0a^$Z(s5<1r}OE$N@yA^Z!JmPeX)ud z#8fS`km=IOm2h6gtH_NtF9TR1%Zmn4%b>}Fenwpm%7(+4u+K9X1H!*Pju;BEw7WvB zMW$SrQ7pW#rrl=#uykJhTvp+L`daBAcybi~%~8LMy1^bpc+jI^)lj)~45gXf9Jx5w z)s=litDh+C(%BTDP~&O4?ISvEF*aqhGpH&?do~;yR3ORljzQiWZ*k(8p6|kdc*|9j zVRnnCNuN%39`E67sFiv0+NoQ!^TxEUT6=Utj~kWUyR`MDcD@We2)M}TWC8o?WGf9+ zXl`neA2v;fW1aw)bXH`Ezyxo?2Cmr(jF5eih??18vsO1nvI_tMb-eRP4fq97(sW*x z!B7A_XRg0rfAr;-zLwMa?7@AFo)5 z+pg1?#IOO`a?ZWAj_AT#{Jmu(7s%A*_fcn|!~S@?g@xB5P+^XkBk%T#--SPWJKSLx zA|SHvtc>;;1xJ;~v^+-k!)T@GVMFs~OS$p!I`&bLQM~THDl1paeAsDZ?8Ut;LvDgD zBCf*?>fJ7F3F`BAS#sg6+^m{)Ic|V>G2?x@+8SnNP)fENv3rUPk#0x_Nb{u8attrs zdmn*#pYtHtJkN|^R;Is@*$#<;OLYNmHT3?kktD8w|`qU^1}*oCx@yH;lk^;_R_zx$!5R(PUKjmrY_(!DZXyn z?O>;xeU}_q`UgkBt$R(+qc=X9(&t7VPQSdbeO>)`?tV?#%Mp5D6$N-Wa z_}R$an0DJ=@tYOIeLykwvrK#hc@c999qyrAx+L|A-^1?tVx*2@=dzL8;R1=U!qk1+ zj32UMOEG#K+0-c*F^#diKbZBY!$4#*C4q;VU;p&a%-$YD@-gt9WH$xSUA=X&K0r@# z8xMhvNS>$@hf8ccsOhy8OWrB3=$&)+^sH~vmTq>x`H-IfeCFBGhx*jzEL_W)QVK2J zyPY*?Q;RC2?Ai+}@YklXd78dJ#%zmOckUrQ^tGAaO9gDJv-!uGae#j{f zqh8A4HH>b~Nm0LtK-<0{{Osu(a%#t%cZLhizMtcek)h7)(+CQp~uB zAD*nr1Ocw$56S5u83M>06Jh{B=pl4QE}+DH_fCjg(#3H5d}aD@A|mJ^$KhJfcRR0g zt71Q2DV5~3Jb^s`4G(h4Ja(1nC-{_U@+oDM(;O7Iw|&mL{FO876GxZ*dyIcwZC<3q zjiz;t9#{OP?wjVYz#@+a#2j*b*OYzCIX)@*%XigaSr_SU_-}Hb^bJ*29~lhaGY?IWo?YA%t!GED&_|6yTnNg3LIX=5|jJxDGRK|`4p)T!p-@#LF5!yqI&f-@=t8b zdpW=pldPuMvN-iaKsN~woPBJvp!7cLYGZ(S$)IKK!c>55ogH}fxt@?_XqwQk2X94i z!&w$i#QK;Wp17f#Dp4E+)rv!O{*=*?jwJ>1q){WQ9O# z88&>8d;bBqFoW18!NR5O<(pj}%)C}7b6j<&S(@X23axPWl&bn`>^-`6!+?v(%eF2_ z3r+U}z>KJA+$Aq?kCCC6$(M=+uhLN43r`&x8Op4!#+ll)K#aCdkO{Y}&Kab>SC=Il zvrmtS-jMSe<9HYelmarg7*0c~0cH)NZ0wiM*mG3UMS4dA$a6BdbfH_Q z8%d>sK{7(kt}^PQ19qkWLt}rvQMVq3hv2|e3Ple;lctdpkHtLuikfkM3?>UzP4wlE z^yzp;aHUYb5S?e_Y1y1%^2L8br#OX&Hv$M#z7RrB-0Yne-q;R&8wci>!^+W4m{3H8 z$a|7>ab&i5`X*j(@bBoL=+368Ot^IKw#-Oy zl4VfHBm^K}WYR^bV}HtzWrJ}=bad;(qve=q9jg&3ce>$SibEvqk(};xKHWTH^vR(C zof@L;#=2?kjn~9#LDNW^FWnA_vAHs+RNhYinS$8|mTos9xxgwVM6hH$~ zL}n%vu+~w4l!cg)QVhXS+&u;9e?b`>Qk=Bt8i$PBjaNY{de z?n4M#e`;M3;^J5FcKe;lYqV$@?c*{+BN*e*yl{WAR9$VKx|C0A2HvVjeX2_MTKE>s zK3~-Y{Jne##)Xit1124pbv!yI)b6Ybo z6h@m*<&VOu`ix+*8S;og5GY;5AC~D8g`YS{=yXOPeEg5Xs7u8rv4GQr(2%fA2{5`S z9==#llCX%p`|kc%6R<{p5gFy17Ch)pv_Vwp=yrbn-x z@9}Z3dA~L}ubWRr?&UzeVX(97;e;In!W*PXO+N15o+l!}a6gwS1^x|4^CGdJ**#?+ zi@#nbjKDWnGF8KN7(bkkEQx`YEB*+OfE7_LQQQ!e90@3}S-UZ12t69X*E2U@kBU9i z_5qc>V@|#L?&0*$#wJlSg)x2#E@|}YY^y^YB0_$sz(7f%i)f#^bZL9<*((i=?f9?#eQmj3XfX@N$R`Kdj-#%H&C0E6hwDAEUcI zZ)?0!I5H76V68uWzP9bFKW5{$k+QIa8s1>k8bMEm>{l!{F3`nAA!y~w-zaad`t_e{ z@etx&2Gim}suD2~BZ^Pmc-ySpW7#lzQzZg7Q}$tRaRh$%PX?oOC?G%m7K(f;^BA^@ zw#rAvm_+&%A?}EW_(zWOP&NZ~o4u)W%L|N$B7L%Ls-Z>qik%uCeP&Gb8uvarX^B(aEA`i*3A!Oi{-ykV$Q z({(es8m^VM;E{5*$E&Iy{{=_O^!5n_3KKWk%t5|Xju;GS@d=M(TLFlUDoS?cMa62S zVE5JZf~V#Ns(oI!k5cuWZL`+LM%s7eG&GL-Y4fpjX|=V*s(EfK=*LZvA3{WjDG~=r zAqy3*I*77#v|vx5utV^eCJp_dJXrg~RAQiLkm<~msH9NV^HjGm38!a44ah)Uu`$Of zHUmVEE2D71Pe<-1sm0S>%Cu37sb1 zDqWyT3{c!7uJ{o(m?83KeFp-vg1v*U(Wxpg9BV)QBJvtStB!Rli~mkRT@6bVk2s zWkz`1tZ@IuyP|CBnbWiCH-1_ZajPO{tB{@J(pV;?lfEwI(;Bip1myWa59#;!UD6fZ zTQ(@=Q&e|S(=XkdABer`u_pOjG^^|l&r}A&R8U?F2N=~sNX!V9DmI^4-bFXgt`>Qy zCuQ@jJ_r;z1nHAr-Zf(qDn~qt5;7kQ1?+bOSzkT%yn+JU+tuAGQYX2Jl1^J%YHRS* zn85^&7H5n%fTGXhR%xgbqllgqM4Kxc8|x~$kto0N)TIB>$etqL3_+NJp4<=S`~$<# zi7&{WGb;!rrl9Ss*Wg!#FPCfug17i4FvW#cp}b2#$dE%+CGstrQMxj|pa2HDLSex& zET`i8XMvz^Zu|VTMCa)x@|>()*)uPum-osYY%s{NZC>z;K#t+z zJJpGAPG@bXs5D(r&jApytr|b)OD0WW8I%sdm(J%x>2Z{7870#cT{3T~yy=ohT_7^0 zitWarg_O!wPV^8cw2-kG_@bD@L)}q8BvWJVD3b%3^;eF#yG!=^h>R#0OJ7Q#wU=EY zVkT~F3a`s#6l*-rEEqDq1b-#7bDS|GB*EtNdlqPJrv;iDBQcA!2rd!ak5))*s$=^) zEEMlVX>_C!CYicDzo`Q($<&H*4aG^xy=9A1Ww`i)1S3RZ814zMCe$@n04bon95O)m z!KOp9MPX4VsS*vmEeyJO#acvk=^cVgj(M;of-UaHsYae-p_$EZ^h+b!D1g=a_0jTZ zm})j82pny8UQ#{!&PS?}ytE*2K|eq{`>iZ*i=ad$`Whx>L%xf^z;hIlwEF;lc=G(u`7+86J1UH)7e26l&8vG z28ij5^7w&1=h0=AQ;S#iJ-v_=g*jGLB_B8Q}HEezXNfzI5-+DqPY8po5M|r^%>8Wik-)=o zP^TD^rPx z(%B+aF)warZ4DNyU0YqALt&GjLt%|FW!C&4YY^LB#yZ-I#*!4-?o>)Vz=#YgS+NX3 zVmT!qe)c=;kp_^w$?0=N-VnBV57%~Iwco%UbHZiCAX`?t>gcga81#{)WluxN@>K1j zb|5t1x*5+-s#wlXGYp|+N=~4T5`Ax|U3t5v6=m1ZP&F1@QXqfr@OwcwpdoGZ3#zJr zx@;siwwKU5l2^*|K_Te3%|F(zZFBzPjf@~lun^`5)+*|fzErMS>LA%#hYuImFCV*9 z={tQT3{8_`NLbZ{oih+IK@L9V*>f+16~?7tWPKD}18 zp-XItc}w-i;oGubu5R&&3}H0r0d)jrRVx}zBDbp2fq|bVzOhL%V{51>=LBb@6nA3# z6XP;0xE+Nyw*+ND{AO7qAX+6R_TXWb5;A+v`;?wYdeWB}jEdvgD5NI^>{wBf!7WFF zmG?9^?!6#<8lmpV9AjmTpOh$hgEip!l*|IV@X--armS-5)+OdYiMd%xv1^asQ~llP zn3r_AWA9StGw@#8K<#l>D1xFGn6XQ)pY>PFyGo(oqI89BKJ5oq4y0|^FudHr>9(SY zyTe-$g}m_q5UYD*atpQ0!ma+;z-N&`@NQ3WT|C!u~QROE!+0C z_94xxh$+chc>UAJk-Nd5WK)KyBj|zBvhdr61lJPMCs|phq9g%@3(@$!Bl7ym7Fsp2 zSRAxu=tA7<#J3FD3R6!*3CLnNB`-2e;B)VLRZwopRy|qC328_M<{YW4Fi|RJRU!~6 z>J?uK5Jn`vz?X8w7D=6KDcR^y?IxqL(LLQ@UBl2q)OZ&Y*oa zD=L)_qwJ@V&cXx4yf1|%x6s1kS8R2_GGbiF8d439} zA>3n@oC@uXH=GjhR>im{_$lQp|0nR*MK>yLom1neKP19!Q0=A&C?)iR^Jj_8;DSM^ z7&%n8LiM8^zakSL3ENe>s_KuEX0jS)@=lriG2Ec?vAdNa9$d7gNIWqEk7;kox%Ma$ZEq<==@fOB)O1Gydie$|S2BVZAnilL8RQJOB2gO6Kh_;_lVk7~ z2ptpZY4&=$!*e~^B-sGXg@JzrO&#c$luZfz-WALW*jJML(9a=}hUaE?`mALZ*mm1r zlbqGLY^z*swPk~ofI>%ug8+l<(0VM-VVjcG=JocwQS^ZHk%M-=4t&ch5gVAz+pl_ z5kvrNnw;h|(@Yw)iX9Id`S6 z$MsSJ6PmC1$z+O|{OdB<5lGImQW{lWcXhA&uob~YSC5_RQyWMN5wmfF)=`GKWEQR) z5bV@T>K~F6KaV(htD+0Gnxb6G)au6W4VfiSl^b{#lJ3dGKF*{`&EKIfJ0dMjNen$v zS{vMagj=}7I0WIU>gbWXDR{wt_#u8lMAFEyNmB-D06rQmcEF7V=-UvMUlxCrGpE}o zs;TmlB9$L-LY9KvPsKXmS4jy_ie9t`wXh^WUVixE%ODqF4 zezeY=z^B`%F$}EQb=+d`%eY(g0JK$K&j@8M{81o)j?z4)(Ls7gTs6#YxVZ`0)xpj) z?;RPf8EWq}Dr|RPzp)Dy-qI7tNFe=nJi@5KQ?|OBHFD{%+miNg`vHkuxTZB65JT zsVurrfsM4x`t~7>$&=&E0a0AJfLX$LC*W>w}bFy43(MA&e zpK#z7LNsrwtqZeJVY$-ug*`7ZU4C!+M0X&#MD0@@fU+W{wz7~Ypo|e9nuRho*g#y0A&B5{hoFLrWHyy;$Z>)OFrd%*r;)8t{K5K{zNS1G!F{NZ8wf0gAMbGoFIg01vRgO#iF_gLdP)I)6`IsmDwKE5Z^E_ zkjXBU1bf~Y!9*L`nDh&R1f|l#=Ar)n{-`==TKhb?`HSbK+vjZ`mQ@{_h#K3l6K;LJ z`IGk4!1#Z>utn2#T(8J?tbcjK{moa4;xs0g{<$r?TFlLU{y}9o%{vFIUHtNvpsfV! zB=?vy5w^y8!qIhUeM#2KPsZB3Ret!b+_H#UcaNgOGD_YWGi}|U4R352{n|?lcI<^R zexZK0K!umyWZ&fVm)80n;OT?@R#Xd(B6a(_j2eKO5KU60Ufp0BaU(x#FFOrX)&GyZ zH;>19?b^mKnj@v%t`ur>H7Hb+kcJ)NA}S4{XhIo6nX8R`m#KkVrfn=`Xp#~sLzH$Z zQz*)iBvUe1Qp)dG=heQS=lMLJ-~0ag{&Vj?T-o>z=ef=`9BZv(p;R7@AC(Wov6_W5 z#!fieZV~08905`XIFVRldavb(e}4VTu*Sn%NkK2077ks9{=hBZjKO-k?;+euc^vA9@w;xg~~LN1^Xa4wIv(&Igr5 z;L%CqiWN2mTXfeWaO~HBxxldlo;q6@6-5}%h*VdLhYF1=N81hxJxPfqO`u9^%37D* zLdykZ7HAA;Bj-FM6YJiuQEe&&l5EVPMga`?mq1%iMs~HNSmKlk=!imzT?W`66`#}x z6=KAjB+9OQU8pBZh1Zd_iWtA}_#^R_P`P#OQlGy}UEZLS`$&5Ao0gWA;b*oVdPmsb zvsB*`w7+i1bzoqiunDwB@J)E!RuA%-MQ1pMjX=d2_yejCOvAaYIUC7&3WDD`uk!EL zW7)vji77LUj;hi@F#3K4Xi(V`HFp;ATn~c@yRfzFT$yG!s>sQ;YN>X9AYFE6(3i<* zgAg?hyJ=$Uj%Y}Ot92f-rYLzp*OncqEr6>-7*X)+S8(4KxPk#1M-!)rqOjvRhRWTc zI_49;RW(`H5quz_M6pI-;YA9|QBD-b^`=e^Xg!YVbJK}_$H6g%;;rhfe4# zEF$JHn2dIRWCPRWa|a3wb?Syjn2$et&Oh4W)yzHJD-ZQAT8CnJSfP42ot79;zEV;Q z+p^FthzTE$Dj;&6g5D$T`oinT4nX)&JCI~8^9l@tyuLpfdF<<>VhDv#|2BrB!k8X1 z53+uLWtpDh-2ZttJaHcy!%hSz1X{x89#NHS@mM7tBTEtix`(A0 zfBbItI8Df$THDFvkwP~B98l#E*0pje0y9n95{wG@9WE-A_m7i64O1|;_AUyCxI#VS zM~o4rV2nhUxCkO8j^i`nH|#B_*8m>jUC?vJLmi!E()At`to`qk069@n=8&9{$A|J( zqmvU+`|CL15r>X$1UO07>e4~vk5Z=$GJr3NowwS?CLtxra=00mCNjduxn!Ji7b^*l z#;R3diBs~!0h7unpML_f=7>QNDCh6S_|rD9LV*9H?vJRsfI~sgn>%pt;0`PM+HlPj zm#DeQ{R^o_v(^_LADF@!T>-1+p**cqvfIn19d*ZwKF&BguF1 z$5FMo|ComKhU8yB2ZRz;rb^)!$rOK}AARWJqCl7FH_(Ps6Wfzw5Qd;J|5AqV_Uep@ z;`e_y67BNTkWRKfJYXFKW;5uS$lwpTsT~WbR}Wqfp7ylA3g_(e(R8dqfI~~D^)a4C z#98`}{a;5Q`&Og72LIz#U_MxU;2JXt`sPE$9u*^O14Z^?hZtfVp-IP~ zb$}pY_B>(+A!sfDat>HQ9(942)zR_lEz{I+`|7{)-h=Lk#j3j(E6+;8QzOiAxu-5E zCLaGAN*_8jZBr(~c^o}~>jXz>2FMUlAi?A1C@D_>!;~+=XX<1^c5()DdHA5=APXY{ zM-q*F^P!wkkP6=p{mm%x#1jg=L%Uhj$+Se?r*6%dppV#g0uUtGabyUP z2cZat>j#I8L9oB*@EmHd^O#1`n ze1sFSCu#BqmkG|YD4LVIJXIw*>nm|$!2^kkGTTmY0dDa6T1n6!{=+d*K-0$#i0ve)8XY*?roLUqt{06-&gYmqcs6uAtjl=r#%K#J4|wjPbDWlMy(XkZ2Wn|=K-TIAhZ zUXMN69pJU#?cGY9552#78grKb{3nB?3Gh%~&Tmgt62Mffy@l0K1|&}p-Q({VQjgk# z8A=2kXGb2wrVzaw4h~=~F38`|=vn-3lDOnj7>N=7f1+>>Dw3*-P}2h07eWAlJc5`Y z8%I-Guor|PU4}T}@OdXp*R5GI*_gs~F!j_+d3%n6)5GuCS3!?yfA5bYekB8$=-0Xc%j1ejnwKwdD);*c)+D{|K-aK2fC zhgTLAv|-Fi#OZ?v1yat=j_OqE(hB#_C%{ImP2k+D`sv)P6Dao2|6Q@;QIo(Y^2uG} zD{Q9LyBi0iC!lT#OTvMn;(XzFTi`5-c^jkjgQ6#uiIq!VIci9^ddyWb_yw&7t*?p! zfZsbd*q6NeJ9XcJS%jD!t1z!X|3S&H=DZKRr=uNS>+k9QrB@2Qp3a194T9^VO5FfG zK^Sj?6^E*ZXi%v@_J$Ei*n=i!qnNg>RTL;YV40z}Y_OX5 zi-&B?sRrc7`&l#43UQGS2vXV)1zq+cr@9J z^of6meZm2(*}k z`+y8_)8J9r54rPxT=s7@oOQF%_>0Qfn54_(uhg0GvsWW||FLodsXj&ET}Q0^?+LQf}IF95YBJb(225R8P# zMK2h9zw4>NCc=W)XHcxd$-j?BhJhtGT;Q{AWBskDu@vQ~?tZ+!ZfF;?H6@uFx^EO_ zegX1?5FYtGB`0_e(MeD0=iqE9S0W2JMwEB~=iY3Te+MC&jXF*(H=R* z?Of}iqpD-u2yYiNFnUyj3K8{pJJGMu?M?RPP=9A7^U>|?1ul!jIi^VSV)0mFeg(+U z7c@G;-VpExt!<@e13CKHT8}z+E3&_S*s2lOa;TD{ay}H+p>qN5dcOu$?hV`n)gSN3 zkt1J~j(z`%S>ecJyv`n7_d#%SN{-5X_(SI22mm2gpNXf{z4xu7>iS9m7L>#N_!?w^ zTcrqaKuUW}9)q8+_0%lIlz{E1Fq6_Yc zCAX#%BU}dA`(pVqoGh7utGF5Kj4J&{8Lv3c;!s11jq>Xefx@pu^C;NAzo7O*PY$OK zTvVL5SD>PN!EOcyR@*tRn4?5IHjPhlLxQUh{VGl;PuH+=3#$348>#NL0e>RGQDdaH zp>t_TEYP$ZaNHOAF|HM=p0pPV2&q(NJZMuv&+JGpJ+wOpe?tXQZU*o#$_a!Y3k{C| zaI15Xp0-Y7nm{KXjGBwyZ6ngXOF?raNu>|eqyUX8iTW1RJMgjVOYHDl@LruzrvpH=}xZ2=guwn#$%A50mQI9s~)r+- z{0ZXY{=qsNIKjOU+m8XmFe0A`Kp`Rn{zScw8+*nQr+9(OG4xmdhn9Bj~XfT=AGqJPO`e*QnT006*I@RzX;BgY9qetvcYx^KRJUrDTg1YQ6x;j03u zw}w8?9heSUcSsaYcXjG6bV_`EX1b%=WhVJQ(RtNm6Atz7WKhWRVI@Ljb^&t*L_u$B z^)?TRf;%)#m5z!r(is36VH6|KK)4ZUgGgK%H$mC_)AfuY$4(G8+C6kz!&Gl90ImQF zsk&HW!TQ4HP)40{^B)QGLi&@>!21BfjoPYYhFWSA$!AoK*Y4T4ZG4kl3am=L?7F z1kNGR*zv*0X_tcTY}6#L8wqM1avi9`5&g=Dg(%5~yfyes2|_u|9gS6xH=r0Bi;q@DLK*P(bZy3gf!WG>X;&qSuZeNc z4Bq?Q;YtFw z-Dl&DYBaTE!aekk#559gPr#k2rqBkfp+#jzAatd14$$+k^yJ=SNp)+OWOuDHsBCnE z?Af7Rh8i*cEXips6@9+Wh6Fu&PD zk!jUv2T9)0N$NnwPGZBQ#Ad*)7_D6C4YeS~S-Kl*HiG)7hyIt~h9bvI79QZKEf@yf zHE`6`*H<#0!Cdh30#__Y2I*{QI@V@=B{=aVpmyPETVs_us*p0mFDRdi1PUzzxeD_l zakm+qhd2}j&e1k|U)9*s-jizEp$OLsc!vh|T7XKVR(H6SR3%C#Hb0iQ4 zL2ED`yFlO=$BD3*>ZneIFR+fL-Zm=FXY>{3XrLoJ*%j*R*c&(lNcwQY?n9Z6CNXrXQu0Nw-G+F88}fJUf{+!($Jd|U)}eY8O+;ek`P zj7PE8Dud0yoL77OkS7}@xftOD{6JJnAm&7)go|0;u|W)9n$!60JOevmHqNZ{%r7Yk zTF+c!4@Cj$aE408B$I%?Vz~jUB69={!;=KFAy!4`&NqaJsN2RO!85j}YSMqI z{u>%lo^Z14-b~@%JV$q?*e&5MxS!~0*J$7F0$Rcoe<+%6ytsX+a zOyD2344YfFp4g9ouW`UWe6*YR$I-uz_`9A^o<)h*j6vm90wOl}8O&Tj>q`MSbaS(E z)sQYi#Ag_|JZ23eG?{&87eq5go#T4@Ykhl_rn57-7Ji+C**N)24UUwjM!Ayh5r?8DhWst`UC<%BV+H#DJ2J^wCN z1!i0~v|IpPv}!YF*DyF#D-A}ADqx=iA`;Y0S|UkK%1Rl921F@StXuPjve8bcIEO=m z*L!55tX*^VMhad7sy^FWejKJkbH zh6s1gm=4FbBN|0=Qtm9zF3L4|9R{ z5Irlzd|%Kk$Nro)2GhBr&?hf1&&%EYFSzW<*8Ftvx0x>Vn~qih99UQ+77|c_{QEBc zVMm}~$RPsx!qLLlYL_#>c)HC%?L7!OZg7qh3=ABdVx^yM?=^wKMelrSGf$vFl9T80A_L+lqB?@8p{Tgl(ga|1^I>#h+oTW>v3%H@xic*u9u#fa z+k38Oa+k;Xx7?xB4SIhSY)c(%q%Y>;{FNjpbI}bS^`$%yx_z?w! zVHO1T*t`L2T%D8`=)~5Y;1cZ5K{*0Yw1a0c@4<+&L)1n?*nt@7%qpBzAfAwF#6{r3 zkK`|QM8b_|@k5VuMI|{0@=Lrl$seJ;6FYkBRQHT0)={k71QinWmt1om#>J-+kvv*D z_9tOdRwQ9hsP6%OVHuSKuLrHKXUL>2dH^~kLIF|V*+VHz;U3x zlSCToP}E$pNHE;!(s8ImrUL*6r9Y^>A_$(KB1NiAS=Z^oCM@#F-SDuazi-{kqZ{h# zhW-+SNkVVG3Bn{#_vWsCjqGe+gqo`*g9;frgDv4N&;r1rP|S)UCtS`1nu|gG^btl% zPG;5ENKqAH%7yT74g5nd?C&l=o%2N`rpS%21y!!G0Zm> zl&7XEa~TJ2F}csfKjZfP3uM!dbyNSQasjTRTl1?g!aKKf;F1B7At3gk6r}Q1V5{GzvnEVi3Q8jt@2j9c!!3MeH#%7KP8nMT!x*k=DCaUwe8S z-P~HcXhH`HIgz1c!38R~Nr^>(l{+Kj_Jr1cHRaxgu%0d5eMT?8Y1L^gVu}l{NIMza zFVkkElPaLNm@_+_~q0i0E{??w1(x8xpRq0h#E<|k!w+^o9Xv*!fBq-(Mko!Y= z1j+@V%>cp_xc?McgPj7T6VBR*qw%|Ijmc`l2}6Qw#2DqKKwo&v0B8*=!7GhHG!Qtu zvrt|F!xP=0CD2}h0_`PE<$TCBOaLO7O0lE=Y&B^6U)NaiA7TtBmoX(Z!C+RQT$0DJ zqj@jcBc1^qqP4aK#DlbYBucb^niatVL`yOFYQBDg2M!9Y4+Dsc3i5`OvY{;0%(h{jL@ zNm~y`3FtYQAaJMQ$Pr5<2^-LlVy;1@#c^a(sTS+ow{NHbrc%bDG{8WJNT549`&-K} zM7}8P<7@0D!q$Iq&i!pn%92RR9664vl0?Jh^)1tjNj2Y&<_)7E87#kGHUhjcOW@xj z;SEJioH{5-0LE@zds`9+3U!XrAR|Dkh%%1@3w1uA@e5qIe?|{02yjTJ1kz_i>`I_soT5g5^sA)?XoJ?D z3E)fDUQ-Mfv%YuX3?#J1!Yu)R`1%TUYBNO_I4M6gj=~iTw+t4*6%o`f|9=yyVNo6f zi+!7Vzr6kX6lfhxJ2cABeNX8LNHPY9pT9qvld(;-UjvzI;9Uic99pT`t=)od3rN(W zUH9aR{&l}zR(J%8sb5vHh+5(Zp^R~I$QSA%An(^8@c3Ka@V8Ub7SR9{xWUv414Z1K zJK`|~Rq#`1QvielMF7TB?7;&=EP^RPvY!H92@HeX1QMB=#egFbt9)=)2lDg)Wwll` z(AA&C-uh25atc!CfdLp3(O@8`b-FXyDZm_C+gNCDcd%Sg!!qOH0Mig(Ryq=SwkuAS zDiF9=8fEbK-8I6EzD{D0;9{VUrxAJj`%@YEhum7M!xDt4&;kt7M>?0VqR1t>3lJoq zg8EbnIUczO3DPncr&1yK@h2jCjiHIfP|Hf_2!aAYBfn4f_0KOE9{0OO2gB5~u z6f{tQPt}-921^(Ta>fNuQY2N?}LLzzB^e=rjhlg?c;GvrtNk7z5|PBHB*y&PEPA zI34HvAl6#*RDxNWc0}4mf@OUcCCaM4_;ouSI{__<-#T!6erQAE&AJrD?&p#1+?ir$!IxS8s0`p%NXW z$v(Ry#I`qyNAG%6{Jb$N^70BvF%&}?$~9xe^?Es4Hsmj%?eyj1k+ZOPPZ%1fVDX1+ zXt}DIKAWf{kGLIF-I;vO^N5E>WUEBa_pK^V)A6#5HUFnzcshz&v~?~06cD_DHGY3yv2m_#O7 z$F-t)cVfYfhVH=yiAzOCc-Pwx6ii$#Dg{LYl9X)yE1;f!Td#rQ%XW7SluXJKRV7ds z!p=%ko#|ns2Rhbm&z^^OZ=%m1iyx|$%T~GjIGliAXyvLZiH2D;RzEr%uZlPT?bGC%%KXr*pyu zs$O_ftPA&r5V=DT)`wyktAc=p2*o5^+qjMUxqJGf+r@2j9<+R~kg9S&HE}lm`r=z? zphE#8gpBfpsAyg-i^^KqW|S)iSm=QeC2*hK6LsY8sji)D9L<{V9QcN>XPU+$HY84` zP-j)i&);(MOv5dw`-U3j;4^N&a*^7_kS(?cQ&8zy)-Sq-pB;ksKe;*Z#?eFzWbM^L zKIbKsi-{l7kk0e`j^GS*_b1$R+_pC7br zfs^gOX1|rV(C&saO{&lf@`(=-g~04zDT>7rOgJQoNLEkIui&@Vp}syeoi<^F;$U;L z<@**7`xF#EB9Rf#k^*HX5>vzwI zsL7?;lIv7+a`&hno0maJb2I?55l5&U!8BCg`^C>D6mVuIYNfdrHf^H8a!=SPJzOf6 z7;_7U@2K*K9$fL%DG|3_>Kx2sRFj6!w;q`-vv8D5O9d5H%^;CN#o2j0V)U*iqwPm! zRJyCr+;H816IDo`Lwo#{FX~+D9p509y=OXF^b{2pA01k620`YbCd@zos{b0D3iNbd zhxfrpmKX{P6g*})qVF(`{Nz}dFB12J&l|tYu|4u|M(PcZZfCz`uir}Iy%k-+v>ywN zA|Z|?RNJqtAIt5QkwNS!{%2`@O329Bt)c*{_Dt84ySy+F8Fr`&lq`gT!=a^#BG4(Kh(NQnGR*F;LA=BVWZKH5F~NAFCjit{fy>Lz=w{+H+y9Y^}~;=V0zBYTjkiMDuc zqtd~*Z}(=_-YmjtUcrH@MyHc=33Q1mn$tj;sFaBG>yAu$eXSdtb&OJPteu>Sw|p%y zDY=zoQk(#ksRJW&a&?1$jRLLk(&A@-FU00Xn{;qd-1RP|JTVkyOSeJ+@FXNWM~QtX zs&d!MMMiQl*XCHF7=TS8k98_V9YR-})98(0I5tPU1i~^Tb0HKMqk?)+h$ov-4gU<0 zn*jvhWgx~$&IfyfjtsEV7pv(!)F`8*=~r-^ubKRMTK%3gnJ;tP*lxcXIzqwG(Rd~Z z0|Ga~0jHQS%>-zvFCW{H^2r){YTmn5&-#ODYgfTyY~i~YqK_{|DHQ4mDnU)$2@G-c zn#n48G0eAd>!Nd3$}1f#oaHrCHat`|%k#^gyoL}ewLs-mj_?}fWlgVUktaa`lMwkO z;Bqp-p@Y-ESoGWX*Qie?7F{lb+4bbwjP$V01K)7)&osFoI?Lyu##4s{VgDBu!GcxBqqhSlfYzR{i32^f@a)bv2#Tp3WO176&%{{kJw* zjOG}>J!c=5u3#)ET(rV~Jq6j7P(HqnbN^B zHHgS6A(R_dS}gMbzWw3-@KBMa_<4AX50@eoL$f!enfL;DNr7m^NXPMn^UEVio1?8& z>M`B70+mRlGf;sP{I09&<|#4U7Yr4sXhFfIt{l)vXENY#yJ$pSyR&I{A_}TQ`S73g zBnoea!hn^cIl{vnQ+RMDv*b^4b7Zp$W;onboA~d2pVMe2umv8^glskT_IDE_8~jG4 zz^3c^ay(%irbmY$gY8>OO(uIkkCZ^U4K)G4rdGD2Mh3@RhaURnkg59aGdgyq4@lw1 zgcLOP40NHeE(9JqP=m&kYal7btbFGPpPC-RbRIJ7OX738#*csvt0jBZxzj4Ci7G|nkJl>Dqnil{lWBaM{Myp-S(Cj>Fw zGhH_+ls25)BUHS?&7sDU=h|9wmXbO+tR++xTViJtUNvI{5B3ZtywiPugEG6kZyMmz)WiGDU_ap>XL|u#Yi=HO*?3XUKeYhe zr@C%D+F@6ET;M^r8n6JQ^>-F7bOU0{0e=K}j-gN*b7WR|{fIH*FLj0CL9C6n0#`9H zVxcTPLJ$#Dwqrh~x}E0;X5;ravSWTc5@|ua2LdeoGCoM28 z!|B97INP(Ddhb9Ouc2RDkCQXvtkDceD?bZZcykQ6%t0$O(XRk{y}ZN>2)gV8psO}1 zIMOg$D4b+N22_UQ^!IcIyo~Xixu-MkrCn()v*GvsZzV7rUSps64I{c#135J44EchV z7$LyYVIXDGLhI=aarjBx6dD*-b$3VjsOX7?LED>tRcX~CU%S*y55^9ywGWU2?}{^m zvtLD|*jB!Q7Nu$^ft0=5(7joY&$d=>4vBx|Qi!>HBKI<8#fk@m=5Y!B4JH9V7RaP$ zwQ(d-1M+mSD6v)Wgmn?-!Dt!jaWCTSD;BzzM@p>VrQqKf=*axl&6)D25|A{cj{D0q zaS-gR$}_6a`-A$7-avsf7t=Pw_E^4^({<-F%U11nG8CBXBiwQxVlRLJv5}ZPSkSoU zaAqxzZN2^SzpPUg6Bp2sWS zB3}lD)Dl<+B(y^JOvmY?0)q3hYHrDuple1qp?YkR_1C^;{ghv$8(s(w?~|X0_dPqj z?hj4aiF5EvNC>R}!o5gQ(MYc|ECE3TRDiycvP(H{?-=Tqw!!%|LTm*_?8&iQyHzt* z?mc7tGUgXDbE=pqiu)TvX4BxV0)q4y-~x%NZ!*Av%Ci5YPt8B~6xMqs#p`zhvuuUCf-Ke<*7 zQB9Ei(-TL(YIMAF=gwm_l*202VDF`Ns|^k(|I>AnC~Fiai%uZJXkf0yDQIOLZDoku8!!-{5c!g^#Q=lb%x@0S9fZ+o40f)j)FmW}%8*tSWeY zEV%lSAtn=Vi9)ce+4_gkyn;4*l!kJh;p_elGl~?ATw)yztU%2=t#X!2^#6-m*6xBR zDJsd@BpmvHkg5^DQ4uHI7#!F+-gd*omKf$ILBZIc$T<2oNGE0?ovJS&Q#(0;U5Bh9j($x#OY7f zCKhZ|cS#I|7d@x7&NL*{NqU9yzIji8(=x;es=EWKmK9_~OcCE~4DZ;~7Ff8zfd508kY ztevnMGQtR$N2=tVWIpgMb_VtrfU4ph4FrY<+=#3M!2rA#L%0tRGsM8?ks{=Z>$WSr zd2kRRC!1%t4WluAkx(gHhO6q^ATd>U(`oIZs9kRy>Q7J)fxZPOrEdu_HnG9dG3=zL~5;@AF*BVIq0 zRq>jFhPtwIt9Ma&!ee$psjPpg0Zj>485Wc3nF}MgBH}@GoWC2|(}&i>4=c(Ow^1cYHKlzo%!kp0c)}_b*tMx`k?bl=_%u4Sf zi{~Q#JC%yJV=ObUbM&apK?5CD9CTeNRSU*7D6^RHr(Uxw4Pf46X&4jp)!XC%bz)P}gj_ImXUI1K4&ttC#fG zWwq7)VG{23y<->U`A!T^cmhp}Tm|)IMi_nm23k3ALjBdMhN=VL4PC&YP*H(M_(98n ztH9#82rQ1;U9vb1KC1hUJdAet=|&QW0$nSh5#kPS;qK|Vx&PvD=pJqZ3?{}%Ceq2u z&rpiPzq@(NY?n4#aEbs?O}CLGd^XUNHiSSRUdb=Tln3Tpa{LXYvSRudi{7PTm9r}- ztA&=yvqVGZdB6nAny5WzZ+yqC9KU+mk(9NsG6 zsjA(7nRVk;%orx&Ej!!2mjluJHb|PEohcF7hN@gk2mK6V^cncnCxoLFkAlv|BtvAz1nDwkB3yq#OI(`Ar zd%K}qUk;T6{ntssz-2kwRVNkQP)oPiOSWJ+p(Y-8#9upaIJWSiMU zcrWcd#|iwe<;?%uMR@#17L!gEKjLHj-bfE180Pi?MN(F$nS!u7y5Lcz0biW+it2pW z>|>Tz+}As1l^oZ}wU^!Qkm4q^@|gJWpQ0iuO+@cVXj;H}i;}6C1t;MCqq<)*P6OteS*pYXa{CP4!lorvKGl3VqMUN+^y_^)QRk#xd zQehx5Dj-ng3BXYo_*DW65y=N>ToKQ#YS0=Mbw&>uvd>w6GQBap982q^1E|UM{f)up z3?v-nuqBSclD)w)p)qeY`oani*`>ghF2)F%fU&&tl71wbG=MmkeHo>zw|2i(b{7`b zQI((}2nx{eE67QabwZZB-5HjSP{|f{QwEw8%n~F+!z&#~7rE zs!f9mFS@}{pBdXh;3u~7|GKV}8+kbt$Xv){92V1g>I#3UgbM=Cr7p|}@H17Bps9Kp z)Tq-yUmw^_eh^L%!vRD#uVI#$-yum}6bn(RO_QxL!x;b$9F^ospm!)ZwDVj|7rr?- zR^VuObTdD(R%Vqj^Ao2Mi4~L8yg#LHK3ZtEO6;dPm=muL#D`j7nB_++7z`JK-r#JD ztpSXPHp*LEP8GZkI0@(vQ6BLo7Ryaz-1LRdm)7%4b(GY3ZCs(<`>j48+Xx^1MWhM* z42m^5C~JV>Yk``;b|72GLs(5SWx>6@)SzD@vkH+MR~sQV4WsWq$Q~CYK&Uc$7T^r;1`tlf#pr22km5lolIR*|B2a#*JrB8i z(E_6EI;&M}io`=A#_472ucZTslP%;w7M`+Ik|Mk}L|TcV_4a_AXi_O383w=?h?Pe? zGj(!v0RY}A`Udq}uqi0aWX!f0`ha3Ry$5dE1fu+tsQf2!xk^l+S>@S+b~9z#zlQ}H zM*)Wjc2^m`v%=<_zc7FhFPwzq`Q@=Q9*jg?q|B^nA5{C@dOd!^b4G3+{{AQ|rnnxGo>q-05x8op7zYa z5dU*{0yEQ+WQCC3h-8sKQmD*c7Cly*4tM1J5TQ7Nw1*)JBl^n)QDDC`L(d1izs&yV zzns?Z+XbDR0OOa(mSz=1BZ2O1(WPrT1{rYSH89M4Ld_7IFGx%XwQ235OzVk2q(pnJ zqf3LJ5iSmfsJ9#CE2{`5BPrG5P!s2~n^?p)G!t1lD&42V+I0gpx771~1`2dL7=%yxnlR;wrPH#N}$SZ-fn3lq)sct+rAz%X*ed&s4n zMu|PkD82ruWw$D7W}^Wm814!D`!Np-e~KEGibO7mClEFMU7R&c8lfzMD3I^Ds8A%I zi>FVqDOG6@#Vq7$7p##XlFzS&Zj{y|zZ!sK4&jFIqEC1R0&1-l z%`v&bO6}L!HVO8REuo~N)wSJp3_(>Nd6TjFqyiQFXpWtvqYfz z)-%mV3q=Jg6WbZOyS4PLGfrIVHAMiME`;H~>-zEu?t)#tb_CFLfJOi>D%)XHSRE8a zJq#CCnN=wO^}37b^VmH9AWe!xZ@kKx#=P>9LKe_{nO-dK_L-PV2|vw>QRd)%*vu$O z46H=fn=E^)5@kX>#e&F0#n7Ey??>9q25j0_~P(KW% zHWv(D@3-P`YhkPhye>3AS(?}^H~0m}=d*j(YMMwFx^ zs;NhXPwX_nwPdw9$Stpwd4^CuUp78vljRb(pL~rSB#1~> z?(+lE%TryQ^(Y$U1UgA9^v2T*j@IsUtsbP3TWDT4zkh@D*;&KMuj7) z`vkEBa~5758y0w9?#%nLq8Jlsio5nb98F@{*3Q{)dGFL&h}eKwqTYqxpVtD|46di4oJoX{%q!FAZ0y`JPz$$; zV)GxMFY3Wn)aK+DzZCK(EI<})fv9TD5#ZLi?Ao_; z&DWYI3xy)&|LA-d=GZ^F+)%&6^<{Xd7XKiRmmYyHAJ5s%D-ZAFu2rTVicHs8Q6m3_ zf97JWRh9Nl`;Aj;o@fe1$cc2mi}!9&dSMuMDba3T@Rljssns;|5@7JAA(SsSHr{u2 zyIR@qoNZQ{YM#q~-tKINlFe(|uA+pPtG%hNp9xo(Ot5%_LlV6UtO-`F3vE^(9p{8DBFJBlwqH z`?T^MB&_F^`P{w{tCbQ=iK7jZH^i8OmIqe-d;LtzF<) zh4u=0sd(}Ndph&fY77XC4eY!yAH0%Qw+NyJmpIme|LI6<0`d;(v39Rs+o@QZ%)J?F zaqCs6rS*;-c%SV03-kG*J7N`Tqf1&qtaa-ZH~4v{>!}N8L)mX#*2zgs;eOq~OSjCP zf6_eFE%QaE>p^|Jv{ws?DqJyO=i~)>33PA-0r%B=>baV2N`(ns?bv)Ba74XA%zXF+TnsoFHGsy*+0R{=z2{aE8$o zpH6PH!ok6y!}?w?4KFCvew7V~tAHfj&Z@tjU>9Z?`SAAbr)fJKUUk`fTqQBt5styX zKW-*Y3uc?&pj2TPCsI~&JAtcy0xx^wbb3gu@Q?6&u6=s>iM(AaJm$Pvbo@Ya;;5Zb zY_ET)1iD6<$nr|8#-@&!hB8lFCqoR;Z}ls^0G3w) zxY!(zPw%$^D9SZWfoHSTo~MWD-uw&mRiaDq&UPxd5ftM6pQf$HizRTeH09eS^DuV2 zZyP^Ne$Feyy*rF1fB)NcvJ_sWbX#War)@X^a}LrQrlQ%Wrpx|U?LF9P!(`~6pcJn9 zt@Rlp^Ms{~bXRyNYAmef^Dn8?YH!k|L&dG-IUi?l@6PmrcTq5VX<5PB2C}!67D)Et z)1(0`)9g(Ik}WGjlD&ZB;<@_m5ZwhQWp-fO;yT|3v7^d8s1ki)KI)F^b5Rsg**-Kh z*bnYV^q637w)StQ1^5ekg7hMSerGQro5_{ z^*3I$^V5-fd*g~DP%Xcac}nAnV23HB{AJ-DY;VRmUq#TKF< zCI{wC9JTXbY+J8bU_Z+z^lXE8(i7k@r!XOew!1JttKQzh_SUPRmo;`O4u(6p|I`A! z#5z>&q&zbGJGnLV3Rusq`mU?SsV6U>CkzK8 z9E#K&s3f}JVPG)%1U6|Qlt^@mmEehQ-@-O<9p=atrM=WkdtGr0kA4)gr?msRr93>7 zONVv`&Rtr4yE9%ORtw*}w zx&IY;h4X=jwpd!>o4_l@*F^R=dXfHqu6#3AYmF2Wrsol)K{Mk)Y7I-9ycxRKFu5t^ z!hGm5>;@EYC(ON{pI@3h4mt+?+rrW>lphsCbrj|GILnwP3xqtk$^8cpA4qUwjSKw%_ zIh=r^K9qf2ees?Itq4kL(-a=5soUgl8C_b$o@O(9nrG>3mkgPqSW_ujnEUK84A?Hc znbLG1Idas}gS1Q6{eAK*;}=MeKVUfZ%G-GF%@$V{#I=nE1EP8A05lAjuO4gYfK7sX zBM=lERk()Oq!OzTEq*6F7i`TkOZ?ebRqb_G-rn_Yu}D}DC!(tT^~&2Y@0Ntr1?J;a z@6W!HmhRmmdSQXSi0a>}SCnpfx17GXK)K`O_Ag#(8-JbnX+8Er<_!cG52I?9bmeV; z>6Q5>?Rf7$9f6}$g*SHFLFT2Ppa8xBz*~X$WfK12*5fT(HN+jW=+p=qJl5TcEy-dh z#z1%1)||qxHoepquD6ysEL7Ywe&sRzv?nw#>xehft_G&)CKIXO=_PM^JhYZx8c zH+R{ayPLOPJ!vc)_k=A#>oPjEZ|>5oi@2LNU3yxar9Rd5DQ^3G6TEZ_vWn3q>+T#f zxpdM`IL?^Xq2__>3X|bPM-hy>-j3f~lwRGO*t-V?Y;b`MlWErMt|MuiF_Sy5t&|pXP zqJM4|!frQ3aJvw8yD5U(DYM&65!_Ch-EIoIo%z(yMY!FTe#9$V!V|?TpoANR1(I*d zgstQ=7IPTW7nom0eM01PC&B|e(L{%0>;Y4@yEyY$-2R=G`=dW=)e1 zfxo*mLtxuNaor1_7o2>HSPaUKk5~eke}{u)T~)WxYIr+6rDL>l7kgzVJvv4kcd?r) z&!A(pv4Op^(+nIVd_%8nn!nb7q}FCVbC0K(&KB9)yD@)|RKq2ge?rh(xvwi^p)p+8 zn!=>ep>+{xj68N|T?DU~&ECpIpfU2;p>?4(y(%UDoEhicdF*W#%^{)bw8VyX?p+bk zlR%3qv}g`nE>9*S=6dYOzgHOlnmRJ)EW7YG!AX##R z2x8VcF>&AdFZQU2M<88yMzV_{3Ly10jy3ic3as3QHU{bdX)OS#Z@%TIP%( zpC${^!e12F1rwi;dhOZ4RLmL(* zFR38X*%N)^&^BAIh#I~(tM7e(Cr+@p7A zS-b5-;14;!rx#W{NRiMw3bo#M=Hg1LsrDtRHT$eGqJ1hY<5y~IIYsXFOTaOW@!qz< z^v-vrXaPp;z#G#9dS`nbS^y#Az4XqGE7$_unM&{MQ@ex~AZ34}iADT( zjV%l5vM`;`Jh7sRkv6M0oNz7L@(un`mPNvMjcGLsvYoAWy*v2#KKJV#$o!ab&RF>R z)7do+*75bD%RTi)?kF}L$cyxGovHJ!3+y_AxJOQAaxL{$O{dlrXbM#? z+}zn1@NAplnN#VR*Y03T?3l||^|Ao|**1D|mlg6F zsq*RP{A>up+H(Bh_h2p6wNq=#aBaoSovi`S=F;Pj+?jnk{aowXX!iJyofXxd=Hm{s z$IlO&sr5}kA^izGzEHKjWasi*&*swOyKI)%$fj#&O&4fPpU?dp*Q~I(@?Ar`<~O>y zx9elwZyt*2n(J!HoP;{hvgPn&%VD}_QfFrRGqK|b@)Ad-7pT@aSj9^{D)&_GsM>yD z?bIWDzXzY5uHDeLaZR+vm3baAJ5$$x;%*q3&Rchc--;jUZU9&posc@uW6sXhkDs`y zBhw$xK2lNf;L{AP4W_1RqEBC(S0cYN_0Y$JNSEXCOXrDnw#GZ2VOw_K>iUdx^BydF zN?Ue5MXACwPNaH1+p^nwyT0Ly7X{B~L(k}VhHcq_tB2AXiXSYSL0cAW8NbP-jVC?6 zT1I3g5Wmjw%W>}l92JyaglLFAvzKV+;fgY{D-nTqhTn?=mZ(rs9g;Kona%Mwp1w%+ z-bpJF!F8$x#x1?&sPL#f#Hvc+mg8uX1FI+c6h+WF=661(r`vgt9#z<0hgPt$&yu9e zaRu9+h(&*NwuX5}FY*7p!}QKEwvcs!>>-;;uH?6?2FZWq;)0<*aeyOtgs^9fWY6em zt5gx9F->tZEvK-(!Pg^v;|G>{yEXvSIU_+UcxOF()H}PuIG* z&*wy55!-MgBJA?}9xaZNkyM<>qJ^?A8t-xvQq^-Nn{WGi1!r`*!=x8C(|giJZ<5j% z$ydFy&#KY#%tdvpsXwe5wJqY+HKvp<5_!=W&lytK{Gu_y(UUGZ@{NPUWwA1!{vur$ zcSR0Vv5Whh7#LPu@JrF`EBmY)hXfaFc(h4MSpxzii5811Q5xdj-<6CE;zUZG=q~e6`s} zPml9?hSo9#g{Au^y+}{zd{`c66J>IsRP~Cr)t-qW5wk^Jyo>M2VHaHU2fJWv*kzkO zEzbKQx|Bxh=`Dcm$c=ciu+f8E*Slu)CIfwuGFx`V=j@8)7AHme%rm(oX>w`qL{g(s z8dJRCgyG=~BiI!KLxOGkcB-1Ky8`i6HDp(W$2m83txpOHk~WiGWTtas>?L0;zvX!8&=wrT-{p6nmv^2t(MLV)+3$G7R{mwN zw*f#t)cxlPBZ{c_U1Qq&$GT&BcXHzNzpDEiua#==m~B2TUs*zHjEU)`eUqdturZ2F zZL^g{;M^Q9mY00`;P0nv{rWb#%Zo@o)f76gHc35n-h+LS?>EMcUGs}lMZCr|_y~S| zJ2`N)#hSxFRT<9vKN_&$M6@iht}QiTw0lgRg~ahK|qUL3+D zBf^3Mo9@DtNfkQbN9`S|=9lX$st@6k)0X)M-b$}II7wkTBC!uNh3-g3zMm3zNlNL394=WD9BkNlx8^t5*auGdQG3S}^UG2d)pEGx zsU`k~H`8nOOp4uWjUP3&O@Xuds9X-0jP*e_ea3daR$Y;}fM9?Hc77kGCZE zYjG4!)~Uy~W=)l7cZTfD(chKauU9SeM{MarA$S~Z&iWmuq8BO^6gUxflCkzyW~UB0 zXGQw7Y(Ma){KwN8&zm2wEqjc|oErIF!s9|w@a4E*$fJT%g>v6c_-`v^%SMrRu>W0{ zqR!VN>mWX1)3wSDSepg@{_!+6+jdD{TzPR8o>!toerX8|XuPlcr6fyyozH>wUiR>p zWeW6F=#II><=^72TGLmN{7-tjCiLnV=+jru^{Ux6k1K3y=&P_}?xRhbR@*A+>(tUm zYZqF^M>NN$JuB+l$f@CO&XwN~df7Z2@-tVW-O}Uw>5pm9JSx0hi;5N|rbaY}amWsu z=-W=py_PuYyuqXLq9|;TWr=*uIUm=ewV96~hMDVKY_T1#MY@@fobc^O7h7z>wwYR) zR@V6Tkh87TRP(bwGlP9}E5O4I?>-LTsVrfws9Q;J2SI_P_pjg|N5!qw)-Ro{m#{hArZYpwQnqN4`JoF2jNP z$&!o{;TT5TQ}iqs#Fi zDiS)%BFi5ObN>0yd#=ep|KxC?n9Z<{aRU`mb*c(*En;=Xq2A z>zk!d{&N$y8vj|YpF;5;>H4`4|2Zc=7veu^<>x~Dzt_SOzD&-|!`EZ>+KxJtYekUJv)T*+xtu+3TBPuBp2zJ ziFr+iKi%!DHnjDQ;#B+B5pAY9c%s1W@(lNVLTjW3lWZF^VM_Z zg}-nuT3$Z`f8koRzkUY(!nH^TpOf*q0-wLa`%w8hIrrK?RYaR5);Imh06uTt(^=GU z23}2{!J;CEFoz>1o(nk#`DI5;ew;s6Rn#{|2pjOcsBd2LMf330=L7?_K^47p-1+ z?!_dpjg@^S6MDzMcN@Iq`z0g_>)^k7T>hu0E0#Un^&&lIvnH-PQ>40E|KsV`J0hCc z2j}|V18owyHx&!n2WRK0W0lH%JIn&v2VBj;Yy00#%#vgu@HP83l|4S^tj0b@zA=3l z8yB4S{xJI(Z*a@8Htf?N!m4jEGNs1V^ z={uhs*tX(WfMM@zVMn!lI?3+)G71LTra(3$WE-5v=WSi_F4_>X%HYE8!=R1D? z|L6BF+A`no`=0ll=RD`U=gAq?_&s;!N+0LCSm`r1j!A`KgXhq^7fGe_CqLYW|M<~< zWtUQ2?2&5r_htBxI$lEqo+p*Aocs{W^8MqQm0cU^Vjonozw>>@jWdv(d#5a&eIzWR zs~$-j^8+0*?AWR=Qy2W}J2KKQO!W(XVzBhtmHLf7AACJ;;uuVOeL?k2dVzCq;_}`k z)?EC!p99pj%XUrvM`!5e5xqB;_nz+BxcL3A^kW|{ocxc|v67E#LO*V3G9717dG4LA zboRg9Qx`n;9hvXZt3CPk$zuz0S1KKHMqb;S7}S&W>&o0VU6^y_)JtCK0qXA`@0whs zGqf@D^)=PzwHA|mZwB?8W|^ORP_^tk|K=2_r+UCx)tyZRN5bCw?rZwh>FPI_+#1;; zvGnAz<$jUxeVr9d9dmCj&Ks+GW}mncOY7Nt=iB#Xrt25qUW{d^dUNglr|C_<_TK#V z-5Su`TU_aMZ26mu?>}v5(j8||eC}qVY}^{zRB;=&%(UTJZ2d;lI@!%cEJVxe3wu6p zYVzz&jD<^#I9(|&)d{Y8ld=bgx(7m^J8wnIl4yL@Y;W$IWN}>hcb50%l7-to`xqS7 zlomB8rc{Z=<)^dq56V)jwE{#s>qJ)-8$PI5*Urt8-hF2FwP<90_3ifz zThy&mky+;%v8Y?IvxIpC)7FDkBfb{7nBz(_Gg_UQgiALgW}#vK&+GVYyWWV()ze>& zzT0$Ax7Gw7x!)$^hUe4|EiriUS4sCGrxYwo*tAV&Ww1wQrDu>|mu9Da+wi_dqd1R% z#8n@HcDb*$KKD|ovN5jDiMT% z*Tl|BW!c}!!G3WXorfIh6XQJ63l>Kx%O1EL^V4Eim@yyVyCv)4Vjq>(ID@~`;vX(D zblk3E9^|p6^`(+wWBj>_ztpzmo84eO<0!4&$l3HEPG}9L|7Tgx;x<`6XI|_syK{u& zh{y#~Ys>aeHGd!D-nr}GO!N0bcf*pTuA5T|GB1hTx_;I!%+bnvcnu%uFUTsoh8H{V zP9w5;LR_DyO)Ii_SZ&!A5A);W@sATnn;)<7`3nuVr|i(@L08Pj&}|e5R$&qiE`Q;_ zr!3ls$(GaTP8C~<=s^?F9s!Hn?j zL$?RTx797)_5Ijtgl_3u5abRsvQbnYC-}tx^Ex1yr@u3P*QQ|gzw>Wj9sQx$#k8Q` zYD2-bH6vsWn`tBBd?jwjR!(Mjre@G0n99=HhDSCV)w*1nWPZHFz0|o2VT9@k{ABwRLzqbv|?w)wpGTbP^ z)5pih-Cf<8`^w8vxe01Jt+vlG-2if4nB*;(wmUYl+95n@2d0vR|AmQgcTyu-{t&P% zlpWB-JGMl!> zM%`8|3+OiQ#u%Z^HV?11XJtJ_yZ5PDxAfHN-LdorxYhJm^>ITSwDIWUUyI*$Fvvj1 zmf4BXoLbqzsUHs7WTZFQyzIaMbIllga3QBw;y&}kL2U0Y?}lf0Yj(Om9d)q9D9(2h zV_5i8jcnL<&M3KkO_JMJ{qT!h=Wl6wgGmIe(p>5M3#&0^vEoq5D^EvRXI(aCHt4t3 zdQA>Yy9v=`mep~iSo=*FZ)5Pj`Nxl33@|iGLF4hhbcrTZ$coQn*4g-^c}I?M$3gwq z^UpdMz^JC&+j0Y#DmQ?;b&LVjN6QVMW({Ki`@-Y~;Btd8fOMYR08*wv@+aC7R2X(F^9+kQXqpxcCoTjX-O>P4iV;RifL15RIPAJvOY=?jMX>rlFZ4 z3@nE0z~uqQ8q9I~*I^STM(sX27AtJ_jtpzb*aE*L8wyl$a&IRGPsYjJa(C0V&?yBu z{PY4y(W)WQc`lP$&o+qp(tF`bym@PxgFC0AshLV-g$dy&ti}% z4Hv0)fX*%C!14HVS0|;aE3#&n?~P6TdTe&rO1cei@{E4Ezjkn+HsfSuX^tbZFKSfe z7|4AMPCWUVE#vF9&WEpcWn7NO-4h0XO{#3H|HX0p{P>5NHI}U}PmXurccJ31Nrrd< z#(O;A;95tN-TS^Djg4D1L*hJ?8QVoOxUydH`SFf5k2Dov0hsJ|8JAy+l`q2sVD;(J z?o=4`cuf3amR}{1i;Ge(H^82uv06D3T`Kr?)rWi&`c`XUmm+$)5OCy z%5sF38iz?Cdb7XfPKOGH1MahA;)p%F3Xcy_O213E7rS3;iQhLwn=#JiW~*jk@a`YD zZU;&A)N1(NR0kJ(OwBrL_Z~y1n|3}W6RH2Dz%OX#w$ODDb00M7`;1Zd$GIJwOeSK? zSaW}zXV7GXqbU6K>58 z?l{Jyvk$V8@WKZ)Lo~0^%~L1;-eV_X>>6Z{xS59rFlCRUImBxQuUY2ccKx zhlqRJbct)y8Qh5?7mh2EG(c}J$-J>lBnJN|E>&JOGP=h?BR-D#*x%WmhM5}GaT*o< zp)ZugE`}n++En-DG*1%rujvHZW8OE?)hJoWn3g-l?+u3aX z*I~Ib-WV6sAUT}ycbyw#JeDi7tco=;9u0_MS{p9vLKpZaJ!m~0`QG!aob~QR7BJ2Q zy1YgXi4J&I^t+)h*p@K&fh_qu)FcPbyAkXGoOkc7(7n@T@Ku(}Uu9n1)=`M?Wmi_+ zX#&iPmA}y&`78LXZrxaj(|myWnKdLuw(*pT-eU( zu)4;Jxjtx}TCHwT<7KqMV0*YkJ zn}-k(aFE$2-x2bS2}qoDrwK83glE`17#UImdO3U>F%L!-kmzxzX&8O`=e!5SF1Roq zsOj7wbF4{-*&a?iq~pvLjiad=uVnprHC*FA1ye%{Jp4Uwc1QiIxHNo!$}3xpA@k55 z#wxvcGqvK=-V?Yi|2NE$)hU&h0NP*{Y4t=F=AkJ-nDZu(jw${&MoTf`j~G_fr6}L2 z5ch%O@|}v6|Mn?sY&8;qq)g_wMTYVnnkfJ6)AOm-NHmh3F~2QBx<)29XnCKWkEn*% zg1zqHDqv~Mg>a><@*${p&)i$LFNrl<~<}0 za%X|08t)-nP8aaiNER)Z^5qBS^0&NkojF&MOY(iwZ=-#aITDDc5jI_K zjZd!}FJn#uwu^BT9uB9%jSf1Fcb=7C^*(Ejow7py92K<67i(Go3mB(pI@fq%@S)x- zAYEK?ofkYuB?z+wFa(aBBQo&Y}Nz5jiq z2awNP#!P*U^@g$>=;fT;uMFGri~KxRJ!KAJ|82ReS-YG(W<~&MQU3{d*|U3a4MLbT zaHJtj!%CCee>oAOQL5>TvCGPOh8UEG(ZCrPnEy$BIJXLnR$$Ovt`vhU%Vz<=M;HO- zV+^i>vK~u$Br9p&CMzV}(f?pJqRDB>S-$wK)mW;$4W>Xd&`5qhz1jvkW9RHBU|0V) zcQtO-(InP5jDKbcjnb-VyqtUiwk#~@@MMg-&qeNCm;5K+{=4#1+y4i%--|Gmu50Dy zKaSo-4EVdc%Z@RQR{yz<+ecM4);e92hmdECm)(S!b=qVsACA&8&|3IBk^A2zvCLZJ zY!7E_J}4*%P9{O>8~u%w@UIsp5zS@=t7j#jFsgP?0QQpk0eoYkyGI3q+$XjgfrW+3 z8EnOZ`GnlXfD)Di265a^C7oNoMxc7Z!R&b{xd@)oj6A*33aB?A>I1fzTxhkobBwWj zdkEd&pQ!hKl_Cc9VbWWd784C_ugLI{pM-t;bIoSC9+c1dav)?|NLk9F5H+6N@m~p$=&fF2Y zn0SM^GD)eL&Ra0Q?=(ivu;A8)M(YLB-4$5JK&N6}# z89JeK?;Hux1`A65XuyeS1c3mTQ2~grC zW^RlHrmg!dAGDc28Jjst%YMH-D_5$fs(Jthkq}crrZs3B9u*k zGAI|Er^ps7J3EAJD@DwEY$=JvdBUB!h9|S|_c!7!wK5Q8i+;hP*K%i)vw4IIlGR)! ztK>{%2jmL}{uS7d;^ug?$yu5u$O{wxV^K+7~ znN%JpWqxu;d+wMzrVNbJ3)Y-cN+YST=g>MEX;Mh6#QbG)=mr8;9%LT8+WRecEnw$U znV<49J7v9uG0wQfuNMs7QPRJ+=3SBiUJ3G~RqqA=_Z-7;^2^gC9dlO?^xce@ zEE9Awt4IMR#=QmlEBIcW+Y{(=5Iqx&F~3|EA>47;7r3A_W#Hz#S9?jbj-@vg+=3#O zeO?OwGT=MT9};zJXbd^*-%U=>jc_KgNYHqoJ)r+ClCOv5lyd>H-d>)uL>{U7l?R=b zx7@hcgU)IVvw+i=!~fzLVxAB5=nS;L(2!qjydDFXTK>TwQy7xGv`P-eBkP0i&%6gd z@~FP=|4$|Zo*ULM5p6(;=sA^iL)&IPn zb#GX`x*V6LS20VvL0PZ0R@Q%y_0$2Ph^<=A+zA#|`j0fHdO2eDCCd{K0DsbWHFexL zmK~0ywJY1=o%}D}dW8GLE=fQI3EUA&!=II76crphLn=TjT4Ow34`ams9#)Es_pca> z`>E3~yb}p)LAix;QYxUE2or@#N@10LfRh!bKY?G|IQqvDIAfn~W!V{WYu#Doemdt3 zy1Enc6B{|0{Ehqn=y#8N2D2RlZ}PsM3kn)S%0eTpUAvnKLp59Gs33o#QP~Hxhq>c! zXH%gP?KF*o{UL<;>&PKP`XFTZ|1d$Q&|iaM0Qav`!FPkz0bhvT!RZ`W&bie%=lG4I+EqrfSJwK_`oTUCZ86@;QQ+TK&qKWfNsSYbSBOH{|ZZVS2N=^ zT62#vp7e#Cjnawa_6(s>w5>h>C(15Nc4~-4HVR&PzdF`qxGsq)>IEmavrcK1U^JD* z%e}wk{rKim<3&i~h`09!n^K}XKKnHwY=`aG$fC6Nsl&{XI2+JYNp3$-L6|gKE;4L(WI{%_tfu#j$3xw)T&2?RN({ z^7_-grS)Ep)1e}D29tFHuY=Ea1;#ZhCPa%{zhJv(7w>;SJI98UP}j$I!_}IN@ByA- zN?_F&jdE;WMg+jgif-L4jbAw6$3BD-9_3(@N9q-6_T@J0{iXkE`vT%5<60CU;ZBq~ zaY^te>_E{mP&4>Ah^8ameV>H^-f1+%8nS>!i7^=O4W6d;P@3hYH8W>_{a-J@zwk9_ z5Xc0*1N(@+H=lu*%=S^$Hi(kGgnwoI0Q-Hppz1WNk<20Q6HOTJ@Y!#P%5t1Q)KDfk z4~1MkGyb<~t~EY;E5cwkOL4-5J`Y{J_P55(Mti}TXYEH zEIHDH(YRg4@0jfzSuk6E_7)|~Y+43pX+SLB#iH}*exCYFcPPK;( zyRPEXW(eTT&LE-faflmWN3q0UpJybXdZMTdQ$SStU&bUDXE7%QqgpC4I1Agp$EkcI zm8M-TdzcFW6r2)9n+t1vhJu0)Pf2IYc1V(`l7!Z{!=z^$T`c@Csf(wW!bAP#2FPB`@;D+20U&-dl^ ze@)Npcco7YXJaTFgp&&A6luC(j%RW^(X^h9N?QpGrAs=@D_PIM*UDWR=|>EdEcsys z_Q{eF;cDuYZ{)B7g$)HkfT;2HXSyyU`R}j$No@fq&i8P7K@f2oH<*>LJO*M2ZofU- zTj~#-itU`NrKP2<4W)7xn4)}yZ3}GUC-WOIpe}G9)J8uk6|^2c-=RGNdN+WMfZ0$* zM*&hr?o+?sknd)jd^aVRm;;)6!YCF#E4u4EQWy0CT#q))`yLGkNsfGVcoaAA-eWWG z6U24k2S(rP`QD2$mOC0`X03=anl0oLez)6l9XuW|6rFEI=OmUJz3u2RQR=bl;2WzQ zdTH*b%O(~M`myV%6GL~QN$xzzqT(c%)^zD^X_*J8fSH;A6@8SJg5!jvm!CO%W#qJ| zSRuuN#z@n)1{ok8{uhnB6(S$csR~QnTIjZSeTxmZhm&|S;IL@~L3KQO@S*sU{YBfi zuwwq$m|Vt39BRS}hT}xQt(1Y)AvGZ&iQmZYhzU4{TO}ob384 zPj`I}%K^9_0q>(V5!B8>=QFgkI>fA z`WwUr2D#3%vw?$0q6M)@D$&+p>Y0neR;>~mH^1qRZ9uGmwxoBEU8ksv`N!iNfNN1;;R!QUuKq8YusyvGr;&^-n?K8zwUjz9$1_^2Y4itZ8Epv{s z(M(t!IcTR%a3a5`6yg|f4<{Ih$eyrGGb`C82{kzA4`TA$9mI^Gb1*IzHA2iZdU67x zgjTT+7RQWaAIbnD?%*N5B0t2L?--X1UX!Bi6JAw+rXdW&o?7&X> zN@~cl>uJz+#2*vK1$Y1U5EMkf^`Q)sUAG2&C(RO7zEbUwdlMLjc*ufx@`D}99Blqb zU^3M8FwZXrW8RJ#?)}Y1gkY_KZ~&9Pj+`HKf?n|7EP`es>Q+$H1NxvmKlOJkbQFfFNjiQh{+WrNCD7a~(tPp(LQ1VzEmUq4{zc7%+yWfqw_HkK>+=GT z1gfg30hz+88)QW5T=JM^R%sGgJrT?x+y!tW>sLHeuN&nR6wQ0OK1pKw#QV?Krp6? z28JyHg`QoH6L|UoDUl~)N+>>b4^k&2U((J_Dq=#@1rGxowDyVe3{pZ1Sx2IL`wtEJ z@YSt8>V{osU&pC2<>=+gsH9GTq~~=UA+zG2^}%CyGD)4SKGeZ+d`=HNH6DK441>Dg z9#X}w0O(mLgM)$wR4l5!n3-(`kyM}q0|ytQ6A{=@B|%JSVT5)OO1+@S?9#31 zX^^C|;DcPz{IOSn9Fz(SHC~{y;MU<4;0a@~N3X2-67XjYXOg#Xur7qGEU-Weow+zWCP^*3r))lQww6 zBnuJn1Stwn9ZncU4^IBeox#~|Pvptaxkfo4n^@Pl44qAwhYc`fhr+5+aRV5q#>UIiK76qV-2&1+IJIq> z-*R8J}tT3MOItVTd5Xboay*9TPR3cp@0h6liwiJR!Z*oPs2CC>+k#Wnf|r z%2k-!!F2e!By>O(p)RySZdl|KkbxG?K}v;ZQz>LHGUYFYe{#Y4Qtcp-276L1$Yc0Z zhasoN1C9;(6^6}toAM7BflfHT6?n-?5k=Xb!DUeK6*UvMor{V3K)-WA$s~=%L(uxa zJybzqDfSgodcu)JcHzJ$@D6B|0NB}=Ste+q2^AmLDdh_Cjh+_VIKKWs|w?(;+fk5cJeR$CC8*bmXGK~}Fq-S4v zWq4?0m>sV_tIlucXw$#WqL*(11b|lzCHbq>>ulPdU0WGi*!1=5*SBw1@G-vs$&-`9 z@=vokod!YKB~KkTg*eP4NmYZg`^oLb-@i)s!HkMGKnFNL>=SXKN3~&gvx4s=Q`w&x zS>OC0jEeJJw%M`YL`ShTUSq?ChDf!e9&5vH-wv2o-=cM?>AllYOcTyuYRqvD;RZ57 zx5>2o+t-ck?la z*xfM*IYKd56R-2byj#1qM`go?0ow-;&2oz>PwwC~YCvm6abUcacn>a)g@eNRS81+2QoKk{jc|i$ zNe%P3W)g#TmJ$Z(3$JH3EuOdx%QI}0Cyg2`{-S(HC5}uDPdfGzyFd-sG=gMLyS3OWu$gg(bgdGaiORVgQMEtcXBi! zu$}~EPiTw*I3Q(YLe~oDi{yLj#B%a|r z!NDa*X7>-=5BgfA7kBXPwA(=6<^|{^@qfP4QJp?yt_}Ktp9+Qes)u#fB=AL(rXd({ z&d@2%wLK@>my|g&v&GSSNq-PFf=MJV>RKjsMl7*@P+)oFB(0Fvc-WmMxAjnc$H7nL zQaqW7HGh~oJ4fb9BEF?|HWi1oQU8Z9#?IJjEC@Dk;G2wQd(S6fE{x}Pm8^JP4#|To z*9&MIQ4l_!`#O$4kMrTSLp!3T2w8P%wbhDX;q@3^QTbshG&0E%oC4ec318SmeIAvc zj`;d!OFDS3-A%uPhpL(j1vcmw*;a8mk~9(`nJTg)0Y=E?O8p#bfY0z_VE{;Z>lY51 zA1Aj^7UpxRez?J5cs0L$|NEkSdE?a^MK4~+-VT0|-n_`5*<^FS5hH-e!XxQ%(9j8v z>Fd{nG=q`SqrJwufVt61d7&qPZc53{Z8?;N=qA&I5cJ}r)4CK0A z5J!8;yda7t2+`xz<^=2%7&TU^-*sm@wY-17Np6se`U!P&Mw#tWh4a-xO&OilV2~5z zAlU+<9baIQ^}-M=)$JM9-X&WFIo{CNSnlE~N%L~VsqmE|p%B{`V}%cRv-Ms%EW{-9 z{R=Lpxk7GQ9P2SIs-EN?ctv&HC&`ocH@T}bZ@f0%Tm(U}eQs{riw=8wc$@~R@r8h{ zMxd*t{Ep0kgTuFkL_~H=((3zQg*ay@h0k6^s{LyKhMA7Ig&I zZ|bHp@`8)~l;eDDV4ySqKgfm%S-PCINrJRw7pdcL{#3|wUNS!vjfX_7@3^PAvv}9yeRu_`(bZy8HhxzIa==E3#H2+l$b3p zeDNZ^c~nLBRBcs=u|k>qrdULpXzTgWFzexLy<6f#LS+^QojM3}<+c#KMK_NfAE!K8 z{14)+ExeSNG|arGkHC!l?NAofZR)l&kQpRD1Y%%1(nF4KvZ7%GMLv9sb^9R2pZZ1gnbC2&s0UY4PCX zQf0|v_7y0z^7Iqbpl?aj;4Oo9=ub@;!xm3uCydeIT_?Tpq1H)u7(!Ei4kkafCaA?CJ@>0Jr(9VW}Q89dE z>!G}c8!^!;p#B+N$ulY=z6qd9diR zd+jc*7j| zQvslH%BK|M{ub)xi2pzcF+*s$-|LH$JbK6App$j>`(L6BaF;}S48m&NQRa*Bc#2PW0#q)r30E3fmy+v8=%N7eUXVY+?pq{hCwKMT&qvBvdX z&JdyUq;J%o{k0wlKE&tPiJpnT%u^XB6B%(`+$rlLpA2CvSY<~}4GKgE6IK=Wc{37f zYips>N_bUl^BnW?aeg`XT{lg@9|2SThX{heJ|RCV8C@0Fk4)48LcAP(rQ`yHgmlEh zjBFv)0+Om@fuFC(0I9%Z(x>T=7iEhQ+uThN)L|wUE?n3hYi9#Jp>)ZUPv61S;L}g- z1?EMo0+yZ);0Qf44mEIK?j;7aW+b=o7AiD^%CnM5%|{PS%6K;no3hAv@C!ZnXX{|8 zzF*~E%&2eSz>DQY2+;$ohM26dl+^wtzj$wW!PN72v0q7L=pwh!f;m;^AV@ zOSu#44EPHE5@uD6gIMiFZ2<73HD0bsaD?Zv?Cn_?W4o^~D_N38c~_5Wk=!a7d+A<^ zdNl{CLKHk9UpU2LIE!nEwG6*5{s#&kc0c8ABNl_=bE zXZ$YMcpH5_{|pTOZ5$v9Y`%6flwB@>wo%*)b(EQ| zC*_H|;bQm04LTByyD?msoqFidO1{gJf&NJD8q?r91rlU(Au(?D)uIbCGw?6?E~2 z0O29wf*uNgEMhKn9e6`orE|&u!MTx4HIBiP@Z~(Al{U_)C68~tA{aOl)CSJ?fr?K5 z0H!bo(geWIp}pH@bIsU5VNw1vz5vLsIp_F1w`^2?F6&1MG83y*9N zD!p}WtYsXg>=*Y=vQIsf!|+>wpFEr&mzkFA%J^2pj-njKzjtT4#1c}V>-i=_p8C!= zLAG&g590ULA%XS2JfZS%_A3%<-oj(OzCuhI2+{R6db z$100FI5^E}ua2C%?O9O!lKb*S6>!hVgTb7{gUBeY5)o8x&OmDn{`r$xoE^HifF!ZY zV=0%A*46RPKxm5`p#=|#g*RJ2;Z!&rD}QzZ>s`(TkqQesEm#qxyD*4O)yuM6kkl`r zR<}DTb0Oh~OKX@^{RRI)fmv>G<&0Lyw>P=Jlu{RMLJS4LWqeCsXxu0BN~$gjSsTw{ zG0xZ_G2*ADrXhzV5@=ec>n2`C-`v&ME*#>v901&`g~PoYq%zKSfhMP*e7#p*!wD!f`UDrHF_^z&max)WiZGy@e#SV0zk7_>w^ZV*JHEOJkzoK_Zvo>cG{5Ui_z9D8c{P>#Q((SY0VnoT5T$66CR!}@+ zoAv(ZO#9`|^vfwGxclf@DGHUpM*=RWK%i-8@{gZ&6vr=`nyh`_C-Ma7n1R_yksEY@ z?^qxchWz@1LgHdA)r1)OqCO4sXe)xVZ_mg*jyrUGN^+*2z$Pbv%D_L zMG2{|pJcXASYctJ7N1)GqP{OH8P!3kU#^l)UW!G1+sUH3W>wq2z71(fYNYHr@&B12 zf**J!O0k!WgXIPAjG252ZC~&m6#pU9%SWLZ08HN!WDC-jb6fR#|JMtk*VbvwD@t=^ z|Avb-x=h7EK|M-%ZyEp7J=aO74Io4khE@p_A6E{9#1c{>fJekzq(|gK#(-T&tv)Pe z?foMNX-hijhXk26yXTPHJ0E^L2poX>REdLIT_GwouM90bieK@A&`7NjRoDc1LjF7e zRSqNI%SE2v*@@Qb(m}IAdPKhPImk$(oV>bj8aVl7xtFm~H;ahPCmx2QV>d5it zKY_}+sn7~6&ROKaG0|c-$qH~)caZuIxhxh8--^VX1ENVL+*p&EnkY{Fovm;Wi(OZa ziY2CkpWTU*1E8_w;u_>H`w*D%Z$WrP90l>_WVoe?lUw{^`MApc?1rWiODs3wEcs~I zoDDn{@csN0R|)I!oYkXC87i{Eo+8(5C@RJ$!UxyYsf7lKW9sjIt3eZ% z2L&uBy~0^g`#wk&%xxgKBZtekZ;ZXt00UpOQ@ST4}8{xd<QE7W zA85`Xp+}d4%ow?{Bn@pqP|s|+H;Pf-W}VVYm zYvvuG!M62(bpA#;^`M=|u=%0k+z?^@fT1d}Tb= ziJgD%oAGQT6L5U0Z8Q029#Vd#LW}|BHOS4u0(KnC-W|)z03(ecfPg<2zO=l~8O0EA z_U&n|^x}lfO@`=#y<><+=0&s7>-Nz(EH>CQ~GDkgLY!}?LFYS#Rq=nqa%32`muq?A@!k$N~sQNCBc-L z+Y)WeD!L3(0QoqwND%d@)kmm6VGRyVR_}*A+jkNr{$J~js4UUbRx~NDMQ+-yJrkEO z{-CgdQ zu_o~OZp(qcm>R?G$Be|OsW$bobG-;NTZ@6%{2m99B(#2LAqvh&Ux;gaY*yni<Ep9 zd!Z73^$;o#zNxn?E=81?EmC008DQLIl`YVUEUEr4D;do?qe1H!j{-Y`Q)|a(Kf7C- zgZxH`^jtMz^&c-IW$}f*lhyZhJ5R2?xEx*p{t^{n)Sds67eIw_F<*8c1foWTghdm*JZ^9M<;yC2)-y-^TZl zzu*7msXUwerh}!)2!@t*Hu8bb@1D7(LkSm5`*D>|=Iy#1!MGq*aEa^q*a;+fJig`7 zrTSAtP#al&dej1P5_qpz^e$W#qtJOf6)UEXN*4k58n3!EX8A>^FuW=UD~Jkp>Nj^} zn^$BJ#KTcdB6J!<21mlysg%Vsg^NHKHK6c8<)j(bNR))`-u$V%2?FGSC}ytIAh)DI z3E@aox}bRte-9f6Sa1_)ZGV@OoejK9XkVyojh#~fKZjEt2SEI|5Ia?Ut(8Up|-LwE4DW@KhEc{EGx5MoaBAU=pvGVxicMfz1t2*ekA zl6Ky^i|jJXb(4)X-!k|*!decx<7mo5B8nigdh5iP?Yfz+5|E>{j-g1&va$g=&x^z> zfXfIFF_{CG53GNBZxRSFu$-lJYj2#!T{Gl-+F+nv&NM;ujt7b&%~eo69FPom&+7Y- z5K%cOq53@xKhsz0H;Fm*Lx23tgrsEcScXzqVgSDd`A}qKcE?q5B$;FgoION%!Sqi> zff2!weMS7q{Dc**E+dfy;~~1Wha@KnO^IVcP_h;aAG@WSn4n(*R23#E+)+zPr7A?( ze%7xp&~|g&05c(R;h(Hg3;}WEF-?Se#t=H(wKjoE6oBi<0_%T z6x1dG+s>ohm*-GJdb77hO*h8vbB{12_d(9|`)2_DxuC{wzMqR$(sOn=f>vU&aH~)m zB%U$ud7QVmu?}^ZY0UzZ2c#N40ppg42~g2bI27+u0hFLb!r{V~$fgiUgrAYO@0BEq zJJ;No`7gK#U2}*+BY~Q`8XT`-KyR5_x=WH}uo`5!H`R-gT4RNOoRI+UE067`nCiNgAU%;Bm~28u=f znaZ$V{8>+_9$&_* zVv(+Pp!{sy)~S)?XO1s=QP@r7P4{KkKxRxd`q09ZONnpK7CmYV5(5Vj>_8y_L?KLt zN?#~z5k6Ak8d0`9Z}HFy%9bPKMmjK+&QqYclVSdGafql`j^bs!Nnd|1upN)}bHZN9 z+aY9$>|3b^ghG52shzVxqC)bQiuZf-8de4~;U9lEfBt-E6es-4BxqAC_)ie$!AI}3 zk0@~lb5ZY5xFHp{0@7VQWUwCu?&NkmZC)aCamtNA11u)w1$!4~ zgCtrEh23a)Mieb!kAQbDa#-~EC@Ns#Pg3q;L4>S#L24X3up@txV;)CN zUWylLsS=#P(K)k&P!+8jz#CAWQZ%I@vBLr1`~3|$?7xy{vcOMm1+Zl64H?e3GCE55 z*YMd%uneP{Gq8wAv@EX^sf$Q}po?H7r1Za2b!)mLjH&8=W$sC!f&z{AQGwYg7qX*< zn+&18RS-w;Nw?qMpOrL^s@`xcB`rprTEEGZIeUAzc9LI6cU?%#lQ931-j*gUlqs8p zt)?a3J!Znk{=dGM3plDc$Al{4TxtR+yNp&9y59l6g`~T+v6GAD6RWI+frsK{eK}%9 zBtT)xs-WDi3;%WSsDOupTHaGS&?wj9dJ+21Tuv&ppmK~*h-+^k)?=rE)~@`7oOx2M zBOiS$`cpab{Kh4T^&I`HfU4j+k#kYWXl>PXZ~!I}Fyb-D7Ouv?q_?=N)}LL5!t8o9 z1=OjbQ2irvpeGWa7|V2mNSB+JnB^8;itu3#7BBrb%fpOXNoaoNjUomg=%Nr){^^c* zH@Ffk|Bn&g>3XPSCtME_DIouDAOuv8jD>Y1fBye+i^lf>txSBvvdQ^UCk`xfz1NZ$ zJ48lw-y>*=>#1Pz9Cox!0~Nnuw7kHH!nce77l}Gv4l05vDhS$WXSpD*udh$j1GN)@ zypSk6uutMWyuYjWy2F>VW}*LSCcr{gGLk`r2dA?;=_GlZ^nHA@3KoD09n$THC7a}> z(Ly%)`0heBd-8#bZ=<4jqqq5b_BkLCGzXwMpCZPc56~SauY=-{*FX~JOrsA+gxWg6 zJ<$%8#c&`9IE06U$ULYBRUYniODqK6MkoQbKBt-&<*52=1>rDJTS-pp3Lv`k_9}Qx zriO~0`GO3U8caM;%nzNySX(Rp7UJsqd1~Zd?n^rU0k?#vrA_D%LBkiyA9NQj#sX#h zJM948D4p7ja0*ing#SH_3oY=ok<0k4ha!a4|J|R(ow8l>3;VYhXzJb#tGWfc9PRTd zeQ0$?V2MU3v0g##2dnh^`hS$3o{kvggt~uICl3BUW-E#EL-!s^eswuARpbdKI2s5N z1!zBGe7-Mg)TyYX1VEKgrp;6f7F^tuMD>oYlH*Lf(_vG25K<&4$WVnsz)D~WJn^W` zH3!h0qe0ZPmTG97+jI_h%AW+5^*PLu&deT#a*K^k*lRG&W1=~VTVZhvac!V~;APOc z$)(44I%YKN5_Ed3*ik*KdU%KLvzCkMi{ejcH(xZJ{m0&=1*&n^XhAP3(1*>n z)k24qx=PSr?u~Hk$X^B7%i8*S?L>!moX2jTSqb4rSSgpJzTB1YO2M#e@z;7k#e1%j zHwVlvRh}z*(+9vO0gqd?c8TTC((@{-p!u)91^YWpnoCbNWZxZKvv^AU zclMEU8DEe4)WWITO*h$e_86D-Lxpvb7OuQ#3|nMYOl5h{i2u;+EGmDy%r;Tr6`cpe zqsJ4M}B4lQHYNvTF5VuP}1k@%;}vc<)$d$Y>Aeb&Dydjk{I zV1os}E!K`)i8{m0JyO30S@nOKL#onTky;V8^)IP#W1|~nsCEN5U|x-7@S3F5Prc^F z`TLd*KAG~znVVZ$d+O}ZCSbzhycD~ibP#~3Hmsj;e!_GX*`$LD2sbTf5X0z+bCqBZ zEO*$S6>2&^4nn^Zh`Bq0yCZnkq8q|tF_4=UqlcZLz? z27;JAU_UMj-~iVyGBHzlY#R-m@RpSmPDFt5mHK>Op3LXt%2Q5_6Z49$@r+H3O3^K{ z4wH7kf3jc&wYA`D(Z1$oKMt(Wm->?HVgVYZ&hBJ`Gg8nsvE-T{Ljc7kfaBV1a8CHM zn(^pBG4A>T7Th5$Xl%lP^rt{PV;UPgwu!Hl`7xSETKaO+t10!fwy;hAn790c6Dpa;VWuuRHqy>*;%TwXX(H89iHmK!wfZ5 zOM2iALGvy=r1q(~CL$Z+sqDw`lTyXvwW3=<8T=>ZRA@uPgfm)tSXhB#O&}N6x7VFq zK1#Jzl{DUobj_r0^3pYEpF@&?foHbP;q|_lt!0Wi;PSbX`dx4u_Cymh0ndZvE z8!28+O_TcawjPj`bHl>8fkrD_p4>1hW*jH(?3&>ArLDO^@7UyS4|-Tb_mfV|e{n=2 z0339ZA~j#f7g<$1z(uprkAjxHGq2Bc3hFG25ZXcu_23wZ)j*xw!3A#rT-mYHz>T?5 z@rxZi)h`pCs*5uNIpHh6NP8bylC|a^yy$HvAp5-XI7q#VJ7T zhy_#m@y6-LPJ2uZv*yn;p}0O>pM#oGAFkwJE6>6cPBAIbM2!{2j`?W!xlvx5*3ltJ zm!zF+JCM0oa*(l_rN$=RC(4+YB45qKgehE;(E*Xy;h)JuUakk<9u0eVDa(pWID>H<7up_0`}-5DLKj?MX5MMGnw?>^d5%z`5a3DcPNzkF769ZwwV* zbeuDMZ99J;7)5y^wL2UTu=aVm@jCt{7c9n;(sEdKTKO0@n7|7cCPh1kqpZX5Ay|%x zl504xmln-QF$xhOweq=4l{Dbr`6=Xm*cjxXIfe7pFQD&hM?gRHGJ7inB9x;=81N@R zvze%8-s>9~#rx3KA!x2yYQD#5da~b&?+59q`Fwn>BlBwhZ&%Ujl8)@6)D1;bRv4Q+ z`SA8_F*00xeaq?59|O6GaqC}{v%-yV_f3iW#FlR@5b$1CZbh;JcqPh&DaF_wmf~1O ziP%QP2n~zTVOd@@pn#}*TGlH+mix>0?LT>`v2TO!!;usHY6H4O1TgWN4VXKw%n#NNYeg6N@3KYA|c=9*K-79P{^XSvge+~j}E z<-1lMoBrII#jIg8GGlkse;tgd3;kB=doIUJ0jU#+6JP-@&YmC|aWYt>@VFdVZ~2Fu zzM+Aqh3~i=@g4yl*p^|8q<9dbTFk!G8=(p^+M4g>E$Y&}aUSOp&-{$47YnVa{a5Go zlKdcWj3QL#rvRh-iw;XgVJm0n70mOGn2rZL>hfJ9QUedo<)l`FYo^dB5>g{x*?pl< zv@;QhkF(tt$!EUiwQ67~>j<#TcWj+iD3Ek6E=EDNF{s>JJCcP{Y*JN+9O~@OQpT$S z5K8@Q{SL_DiZw+OXd|sJ;w62h_$IY_Nq^f~L-aItH(SEkk(*9ni}X>T;dh*dHwyG? zaQ?@ZYVN)Qq>4KP*t@ki)=B#hWQH51xn^%RAg1b<@8XXmH@BSg`IzyB%(BaO& zDkg~k1DD6+noKFEllkpS+WD3`!~j(>3DHYLSson_+!KFw{_M^ueN3+tQL+P12*VL1 z!g1qT-F7srGH1gC4???-&ZRPJcbliNi7hqKo)bB%;DQd7>cYWI?v;#V!_|zBYU$2M zo@q^a7OZUwO*7dkPWA74sARb10X9~5!f0x=ftd-dkTO{u2!H0Ax7h&3{?h>84i#r6-Kz{#yT(`Mpe$QBTWKB(&>{~d_+Wwve-CGa?wQox`q+gEv6j=!b z`fq&9F%XLiFLp>B&??fUn`pfAEno#94t6Q_ZkEZEKPekxjx%*Wsp`VfVd-Hv4T)uM z$n}F*!keK=xOiJL8mhWvR*H{p%|*GZ9@GGoI-hB1&gmHu|2+@=E4VNW67%_gy#UgS=yF0A zq&b?M-*y80m6n4qGAKLX;c*QxD%)2dp4#Cy^|=8lV`OL+vQ92&Snvn+4wIaDJi)i% zTe4g!Y=uWvP;s&N*bNh1QoE z#6|F5v|xPe?VQ~LQK>c0YP&`hLfS3#6qMb+xyKf79*^STGsDdcQXt2{+>4v^C%vIdJobrAO3HuQl3sKxVXp zx8tp5A)0=61h{8z{_0n9?W|K%PLEl<`R~2M>Q6W||E3WY$NHCX6yiO&RDif9h_z=7 zlPU{9c*p?2tCcd{&LGGH(ec?TqmTIgc$m%o* zS?RdeY+(lsWo`+%!0;aN2%Mwj&$SHZPJsZ&Y!@8rG4^L6n3AUQM|V6wT=bi zwqhd}Wqs5F7oZ?EtE|cWW~z8bAT{l+=YwcKJVs;bsWDM@HoOmgs>s{RYh@SL(E=-~ zNBK2a7sJ>oYm9~)2T*L!*_9}oU8cc4S7yn>VX{WpWe)IRDGoC#B2)`@=`aSGS(FHy ze?0Uu4AVLM7jP)e2Qoj`o1Dg@ZisGZp19=U>5>^tXlhW!3BB|iVa+;Q#B?Iaynq^w zL}&puRsaymkpaNmnt=%@ZJi=}-%!0oyeE4MO*UxbC6|^ zIxU)v0B{`64}&DAps}kmes&q|_5g4qfuNIAzMc1+vvi~BkhD^h>IV6}Zl0`8LG^a~%`vdE`KA#L4`YVXWaFGtJQ zo(rPD^cbbkryzE!M`1l~zLz6Amn6_;T(61FH?iAbq5F(etMTl`nnoRc$TPqCdCMsB zOhgt<&Js+;tg@?OCMDAj1l9?ST>R}_!;g*z{5Az)%I>FW(JbT9YF2{8?9=78EFk%X zlxGH@xpe6PNg5C?<|ftm^&ZL1&PMfuXpOtvy!?6oVbde|awzMKtk6t5636hdEtnp< zwscL%dMWEave=1|VR~5?J|8?4YKSn{(Sf2UG|+B5i#P-?gCc&}dKaXcRA@FXer#(p z$r*N6{u(R@Fb~zqSMz`t%3)Q4w{H%xqo}iF8sJ*on&~Je9bhVV0OvP;$vO1t?UBWZ z1VB$WF`EDvnIySVYLPrG3VWQgt8&W&pKSthtcV4QK$)!ohl<`zxH1&+K$e+!G3yPnQ9)NP6M^1mXZt7C|DIe_lUop# zryerNw8B+OzaUMU`n29Z#8*UCZo??x&sQi#9s%}?pT16E1`H{{ov+LjH<|VQRZfv) zcy21}W(J++i%^f{m9*LSWRCOL7^2_tDCeI!ZFL)aO9Qd0(&1_?9cV-GQeq|u&~T-? zBr?h)_^wvG?0wJPy}M6CP&TjV?4lD6j`2 z7?Y!k-SdFW{0C({lvh|_f3+ZMmy=Sc-a!7jn6ZJorHq3d8Yw_(Jg$6vuT9knN^44Cm)29pA zvIFLSGqnb-mG2Wywh6*#2!mQDs71*26tnHer00kTpqx>uCA_f86RVdWpL^xSxTIh+ za~1^wLnUXCjuw{B6bJyP?0bsv_efaKQ!3DDm6K|MjeStCV|*G}S1CY2*GO_TixWSV z0yv6>banLoCkfXIG-SijYPT}r3fSwd{-hWX$VF>gOb{|&`}C)(ud+E=E{9?&Z6MqS zJLod6&LApJ8-a@M*aywt@>A6_5bD45EnD$o(A-gjuqcYk_sS}+ zXx`K8?W%4aAd+Dcv4y^z8~aUMC!Tg3$?_Hc7eZ!7^tX+yp*5#kYmO=Pg6N}iCtj+x zm=8dcEDK2gwPtyJ2P1-tiVZHL*zE2U+fZyxvC}v$cE#MvG8u8Jf-@n5az#)%{2-|2 z#pX#`A>ZI_|GZIZlM2^A^IZ&0lT85iig0Y{Io8 zak$!$$uMLe9y3=@#=HQNDvFWf@~Eg#0mdF%Hh%EJ2+qf@?4YN-#8*9csbA;@4Nbx5 z^GTCCTd0uvziGXO04}t9l5$hqM;pLI3Pv0!1rF$d*hGH%fZXYqpG~Ox1Dz1bXXL?D94c z!Olrh2vu}zZ%7+Tm7uNu12J65&FghQKkieNLq?rPk+#SX8dlj1^w#(XNx%xuv>&`b zXKppcam$Ta#|lduUeNK+N0!{jLWo0PJKJ%aE_n99m`yYUXog~@FabY4x6qzUHcX&? zLiA-vZxwe8UV(0Hu;E8W3ui0}enP1Z5*ydvP=t3+l}*<6F^Y<+6(CfEg|22ZIQ5=v z4Ws^IG9;a%&>8qyj zH9});#Uv;Hc_Kuhr3K&ukT!bgf(@e6-E`Pl3(FH$;t}J&n`6wvL`&=&pF5iDZNr@g z?=@__NYNq>?6sv=PsDb#O0jY@EOcK8cx`=N?nIOs3C>y@x46#sYEC6!NjVozbPaU? zJ)(RA(Na+a@m6>@px}>vUypu(Q!?Rh8)!V0-0ixhl_$gYRruI`Tp8cqqrAmordF-zn%DqNd+wwlE}#3|A1Zs zSRd?ITz2VXJ>jQ9--Bt3)XWcKU@|~R%JmXX0G+-RMkaDX+sWpu02i)yQ#iid`dk0M zYpm(M#?L4qm}DMipd-;q31LI8G^s%b4qQSX^Z2Q2XTXw&FXVJl2Jd8gAC={=X!lfK zT`&d6{ROiJ+TuxlRr&~^@R&+qPAxa5C0OR!(#@$CQj>`Yg(S-`WOV9uP9nXS;$r~g zHs-9w<#82oM2MlDDvT&t-$sD8Vsk%tm-#NmN|E|n-6}WtxX!sw})dDt13rd1yF2hmbBl4>aJvJ?-?cgj429Rhxvu6g7r;8O41lKo2tn1UBXuJVk zIPhfjYJ#@gkm=60?>K2k;5DW4R-3?@0D!BO0qBr%x4R|>!!freVTc;QANE0q;q6lk zQJy9RC>WW~kYwfX51C}UCt12eYOF7vwR)kk(Pk)s5tbGxVC@|J9Uzi23kmcr_VNeN z&b~u8;d_?EpIEkahQ@|FPE)}-{Prb^8$-nFLy~r<2+zrUF(8U9LEBziN>r+38faF^ z0_85XKSlZEP6F;~FYS`jFg3(xlX*K*7hQpq*huV!q=$$?9{q9du(|I7n&-#krBhhd zcCqUFRWK_Ws(fX4`PLA^wVV62>tTo|!8WKStdLHpUhI z)Q@xf_!Qlhm_)dMz@Nwi!PUI7UoSKok$0V6yoT=%5ntY+6dq#_LF6IFfvAy4EWPes z|9QP&a|wGnCK?x zu)h_CD;Y858|yUGZS{9bAH3>*nza{wATSlGQr~p|7YaO6ZVdHLzTus`-GdK*i(bTPfiLltGw1;GvvYK~-UkRV@Q@9SI#sk?#MQEW-Ys z-cAT5Vk)Vkz%CI`nBV(x?kJg@8n>4sBl*pVi;6VWDm6b;?=ov30h0$mtZav2BA?%@a1bP+sW`(t}^Glkvqz>v~T>a?Aj+zAe^0 zz4ByCZ5?++!_){6Iw3z&CZO}mbKJ=VEJM;xQ08}V5HKN@UOu6ZqrfrGY_=pCsV^p} z38B=X6)^(I|1jxH-~W4OU(>!UU8eEGs)jdp9{~*sa6a5l&rIQ`Dnc{UtJA&d(UpL* zVxE5v#>B{e5_qcREAr-!lD=%a84|ggEWDbbzAi(i@CI)o9PRV zwNY3!$JFO7y2Z%5w){YIOn!cTWixo||GmITQYNNPiZU3e9(_Ikm12fd477E*SyUpg zBc5YKvuw@7zkntTE5{G!22y4Z2Tym+aYog^*CsvOM!yG})F8kKgN=V&D7)0K3ZHRn zCRfI6TQ8ohCz7obvlI4JQCg{pC^xw2XFuXSo>;AgInem19i-{6wow90F~KA6bN}q( zX+~5?*}ATM+HYe~HAFsK7RH$~zD%6+>3rdT zUH6s|q+St@eL#ZSte{&K>@zqZ>Rp@}$9RSu*r`OoLBEX?3Y{oT9ZGcR;^YuQnHIr_ zE>YlCt45nq4U-h`D3xAFvy!5`z?&#)K}C+1G1i0^A8+X;qdEDTf^QyLxfDU&5K~;A zVoS93Z6SEf-cKtX-W<}(kX@MIz~`F=2T_p9FvXW7jaaKG;yBWmBV{sIW2lQ}nx1Pp z*THp<0!0XoDc2~pJ7SZ45HeBXLcn?>BTK4b;*kvPO1)IDY}cFLQzPfi%$5#hRC4b6 zGqkNxq9Cq}D;)0wjZAs|p=YcEt{~I=s^=#cE!{*zqOx7xaQ)|lBZ)nTJ~IW!0^NKD z0P$0c<|5>vpQ=>Dv<+H!8(3fTF+3Rve@J()(3k#nib1R__^U8B6qY@H9>q{B0FPfxhLD$b{S9&RkpD{Ehy2N$ zP~^}(T+&;IOV1WtPUPj0&tKUMJP}Y!pFHzRq12TG8&r^0(w@VlA08Qhc2Bl}e#M(9`?R4kG$cc#?|p3ELtp_RSGgYYfw8YD4tqX`>A8xK0uxA= z4j}$&w!C(1Sl2`_mxBM-(UYT7ZLD|Pag3zOW(~(0U+!^w>9sc;l z4hEP2%dj$F8!;bXu7!x3!qGh)6Hcgd`?IBuB-CeSt0RaX#GoH#=#JYt>;Y|ZhA|PF z(-}JTbs%v~kv(()=2AIj5}dUw&U)cnwZSEN4XL=_;uHko`wU9(R7+&v%!$ ziZTE*3j4SGC&7`X~N!Z$24O6sbN|y*zx{ zy&cC!yw-o%o_B)%>Cw#&TFo1YQ^HPdi=dX9t%xtv0!CUCD3GO2NR>iJgDT6V8#xNH6l|7*vf}x8Vj8( z@P@{jG6*P?J&Vvi5U#lth7S(9lQ*qbAS*+B)+?WOR{G;H>!aGAP9GN;w`R@##dM|E zoo1acc8p}eqipjGnXTD8lD$2B=!In;CHQknudh;0V>>$X$v}EQBfC<95*7bHgDFMl z$_R()+#cq>C+mfRqwGaE#Vp`mFO%!?*#iZoRd!3<1xlwvE3frew%`on`cCewp4@rc zC$9C2xRx)#Br#12d3~b*tR{AXg%6ekFb1%GFsnXUy&%;S^U5N|YRvJcOBK?I>Bigx zdeWyiewqo>_>@JA$3igK{wGw{f!gGPL8@q1?TnTuHS|{t?TRgu zpIM-bB7>qBjnYShr!i*t4c%a@9 zbd6VCpr_5U!Cz!p3TAq4PBFKgoX!zZYj$`$VNB1JDGTt@y!r~%=e^iK-SIPAnhB7v zhWXX0cMuNoD(uM(E%}aPu=|w z7eM(MCtAn;Ip<1sWXs{O%MV*x{=~!tu}8?k;)+zEe5uM-JjOvr$nK>@AAq2jrjqE+f5fE>w@VFdEe96J$ z!biEBAJ-+ffU7^$J^EPS0o#uU(FL1S-_^GIbUpBiL+#jgaZ!3q=c5{~DO5(O?v9Ln zvY4fK^$-x#tZiC<3fmgh04UVv6{IVmrH<5j#K@oCx4z4`-Q|fxf?^B zSqwoagIFg1XLCfgrpIgS<#4$$;#9o2;@{ zqzy;IN_Z%G{`~ox^th8K(r`T)TEsklA@hbP+|F1S6WCGOVf`~dw9P)&{8&TLd(c3# z&T}sOAV52k&7k~k331-7+7xW4Tf#m1iTx0Z4JKH;9DIF`@p2zoGZIiD2&zmfVqWqK z#f2VH_F~y&ba&(oFdRnd2NKc z7mJ4XP1bmY1Z?3}dqhO)C17})KpFJ?H>;_sscl-5TcN31>S-+ql6F`Nf(a(m z&Ye4@?!g07mIKb-;`$1Fan*S9b9z0+vElJ4CPBqRe{tqF7KJCeT!{hmUk_H!P2cFU zre64i5V4EwCmhesMYTVEz!g2fe9-P4zSct!uJho zy;s#UcF}`Z>KZ1VX#Mx?m#fn=gVk;j558) zKODC~&3zOdxWz$Ao!fp4kRFc@WwYK z6kqEzNVU7bXkE0FjxumTzRx}f+Iqt{O7y0ySjmXKJvOh z{%IADcl^e0U?BLyx2Ya4Q0_(9PN2*fKY-C{u4De}dS19ViO^>@pQuqe_dFz_P&01*RP=W8$rf;{k;?G5q*kiif!4a|4iU@Y9T^)~}dXTGJ?9 zLoC%ozkdD54E$B*%NbWE>LXJb)AsSQvX7Zv1juFL7fRBeyzv_jp6%~}Vzk?`*=K$7ix4F1VO&Bt+EsML*5%F9DIv>DF}Dmag?PEc~BXFx(moJc;p~hI_r=#uK0U zG^29fGwJdCVf?c%SRTf7-K%=5eo~gwdyQD=W&820u72I|V3jo6lRpHZz4S9bo=%QK@Sur*(G|f!*Ciy0Wra&U+&!1yUz)G_@mEGh{uD zCQVV@OXY6cx2zh&O(Qv78Fi0^_ z&3cvJPMsgSd2POP$J(g&{s-IxTZc3QdUe6gz5n0=Z66ou7PCT=GO;5QS)BAi5s@d2 zeQBwAyT7HF#aqcHks@d7Y{VsG<$)qfd)weCGBpir0$rhOHlOr4rtD-ak!~ntwx@F% ze@uG)#oJVggJ^pQKRi=SJXCUYDe>kIL+Ib^iqm9iq^Y#D6qHXP;ZHT0Lmb`TQ9fp1 z%n2ohMqi>Rz>yrc8|)6Q;KA#=jwu&O_b2ixf;HSeQIx=J73C*2>lecL<+PT1=~b6{ zQKNk6i-8e9{zWP|6>SHwvs4-6w;@dJ+|#MaIlwMl792gGO(wbkVgIWh0FK77eRMNIN4UM(9KA09#9sEnf@FeMfV8qC}^^+zx7 zQy}EX{E8*gK#WRd;gRWH?$=8R(^VIWrYi-t(^n~qtv?)of?lRPM`E_&p@PvA+6#$t zy7P(%gjdYLn0!+mQV~ygmQV|x{hlEt0An)8;)-8Bti;t^7?M{f%1BK($iwAN7mRfY8(u2c{s8eIK@s znqZAQ=SoqxC8ykAT-B3W4>gqZ!_FZPBN4c3O^oPz)$s`pFBOO(^&ab zL*GXVBrxlGooGNm9we)EhknjG4@|qLU=%ftk1$iG4-?KMR0-BWUE(^f29p^fX=F{k z37}=|tgg3|c)}S`a&-IeCssEa;DQWGSWI=BjFC0ePXq_D8cdsOErrfy^)2FWl}M%m!ozBWYh_n)Y^l;KoF;c=xD8y&UodW={v>n!SyF+ zDEXU4xP5cGR41#N8oG0C{!b{_6?Jad<^O?!-i<7RLAlI5Jtlw{e{kgV&>6ng1`Txu z%U$q0`4FM%whZx+uG@*UQSEw&%R&mBOP%T--Lg!Y-tt;uBeHFZX%bn8{*6h8v$lF{4u19F(r!MV%!aijBZv)sxr!w_2#)tyBxm zvgjnItQ#cReg$QNK)ZE2?ch@Fdlmr+OC+^8E-iP}MwU`wlW^lRG6bJjD2eo`+bHxB z`{*?`1)9EbZ=7pd6C=50girQ$)dU9OQP*}A<<#M_{pGdcgJpkamPcjvkooOGmJSCYp!7+lA9Oj}wOB)~r6f_%p zRs!%9zsq5Q%#=@MczEv~jxQQ=aP|0r(A@*LSBDu_)pY`J)NN$|^sv2MHpawMItV0f zVyrtf6WQ{K)rUs1Ae)m7YHN7>RE1u;E`}D+RHPr%2%m(6dX7nwu$A2T6qo;qB2u(; zbQccQyOqKrs0N7u-K6gmSrQ2d+AAXUG`b)i??WiDlG0#h<+8g}>}4rx<29ljr)n{* z^n!&X5*(H-Ouqwi!Z0g$XwmOb%?NqhmHP7_MWBi#W!PW)Jdwc^v2KqS$T%p4Ik#qj z&Uv~1s_=QsS_M^T3B}!66><7WQ<|nK>EjHImuBeD zp&Kzxc}zQ_SKIbt*!*gz7){&dmj^=Ool4Ic=_tCUFiC)-|4&q3A2VC zP!f3DV9hUo)pyp_ZwWbGv4l!!JL?hwSJ})*rY5=Re?-zLZU!qIB1@^?&#}(NXteY?MT`naWL zW1KX3@?}jzFz2+iMyuB=WAdRz^dI}nU&iMEf%uR6QL0tXr0d=7Z9cxg7X1#5=h#9J zG1DcI8I{W@egM50zzUp_hgXxTWq7U;Lsh9h4wUbeja*gDZ&Y3%lK+#0NXfuSTbY)X zCY$wYekkHAYkMCMDiv6yJ|sd(8RETb38;M(Jx;5y8^zQHlC(FzGu8A%4*P07@6!<$ z0_X+`K3)_~F|k5OZN=F8cE@cmGTFF7QQlDmI;9MUWw`!G& zhBkxJiXCBsCf~_hB+_L@Vc~~;|3(n;xzWqk9^AtI# z(%Z=)IU_l)6wWGJiVuu-_3IyN$9HEl*Q&3TxcS;!(Jv`2MEjSbj9m3KZF7iYU78u5 zYQrE+Rr3Z?({@+8(H1YF9%RwgO21Y2t03iEPD*zbU|;B6n%07w5yt}$uKlJ9{d}b6)@A*Ec8X`xg_i zGmv5c%)A)yLlye>@a+%sVhuHk-Jxc_^`GnYX?(fmSk-c9+}+%isQ*`;JYA4_MC(U31k1=8 zwZ#m&0`|sA`6GiUuvgq&0z%Wp2Na0%sDN?Ygex)dyDcXI511atBpIpsINXa2I@K7& z4L|ND?;yCP%Mb;F%7e;_$jiq2p+W53u8-Q6b`OR0xigYw!5KuTj>L;B@S+5S3{RwSgriI9Y};^Kc4)^+^zJ zI~gP^SM~aqnSVxIseWx$lgl{;4@ej;;}ca9jXos^dt5|%d1VJ&pc{wl$uhfBfOu4N zBqG?S_NArL^RiJF^Is1MXa=oI-$Sm1JXfI;kj|dm|aL0ENMf zrAGjXu{#w$Sa}2ZX2CuVyIfuUP44u7Eg_&{g#F(C2#tXb2|g!!JG5j#x~HKY3mFCS zvy>>mRJ_Va0W@X4a5&0qVb?6+3+BJjJrGT_4n+U*bXI&xY1uH46*2uySWx(+C@+&` zhI7i%)o+eg>c6c7J&4sG5323;6`?s{kBGJZ{1?WHERX9+XuO9q`PpxJTx>0x< zYFHECky~kt2IzMWm_b80TX!s1s?keInJoMY5kX@1m0E(-sF_NIt;DS8IzE@d%CAJ3 zqtudnbMsd>vU!cF_gGugn!6B|C{>i2Ojdf4VXZ?ISpIB$gce^7W=#H&ONp-vZ}r9B z6uk5DF!yJz7{{9NRTQ@d-cR@!ykB}8h#0I5A5j1!HkQ#I6+8(>x>=}sVbU0!rn%VY zLbd-}RHYyiULudPj=mgjGT)R*tBmd@pBTC}YQEh8_qUY`-r0u$6pUNWP5_7!FKJri^Fg@!bir{^xpbQI@&cFe$`KgZzyDV2$O#*XGc zkyMsOkG|O)Bh?Ffbxs_OzIFsyD>9UfRkDPxP$LJI7<>M{67DV(d0591U7yLW#4)_O z^S621;!S2!Nz2|ydwHd!q2Y%z&->BtJ^y`V2F(GpX4@(vu8J+_yb|DGO?WnAvch1( zr~Z-?;~l_mS8ml+hB_q{_YTmswv)+;MiIXv{s-0-iHz-lU6zoUA zV6%(?5viI2+zMWarlH~Xx#nXmiq7Rp8 zAX@wk+$5z^b@hmND1VAG@+LFJQggOEW~YY@1D#s%D~$tKMI@WuY<`OxO$3Bk8^vz2 z+Z;`*JP{z^Hv{-b!-Npv$t4)?AVinTs8#+) zBG6;sGwG6`E>jL@oJs_a2}w=1aM zl9eN0KKR}5zaHOWz8kYKYRaY?<)06!U;Agn+y~Fp>-w$PZ8B+2cWmznI#PCGmg8qB z&Idkt*PzQt`az1B(YudLbfV;pbfVXiMwtF!y9Qw}{LCgO6m)ljhG-r2=)OqzDi2Wp z_tfU|@-=2m(2L`e)a5SW95onYs29P>Eu1|uJ6XJsn?PxzZJ=^v z!h4JnyBEgmOhn>hW3M*P>)&ZZew_Q~q7wx}@7+1SYiL9NxYIRvT}e;uKF8%{PUtxO z>!nhX)T{qZq< zylQig$Ne5KuBi03ggi%~Y-Q^aMR@QGA*CaYf{#C+=nF}U>Dwl=#$kuwK7U3=7K$9W5yh6o#a^ag8>8uY zN|z@#Jb3U?ex*ZI(60J>{o{VlS2fITnY!wB)b&c^&_8=>&##4;xoNFWZwM1(Hp_HN zwAcu#0uPAmyzIC~K+2?gx-)62X7$6X%y}Qil!|JI*_fX33WMYtR+}?~O(4mgXszr} zpLj3{n%Mo^d*@y&hX0BZew6_q|5}zdW-E;&1z3XimGQ|l>iF!3E@l% z5q?kH+xP{iMVzjwjjYAOsvBqe{C1b~_ry zhP)eDH7|=tYF4|`{bYh4Kf&7&a}YQ&(z%LZB*R{2EksfIa|;ck^kARoR$e45nWdNC zc2%=zEPSvmZP-}d0y!(G8s_@?(I>ynxil6xGHMr4)1NJhbk$TyKoQNwg2ds)mMdt0 z4wv2e1EFa$B)-);yLcRx}l^gT04JshUeYg+xdsRb@19P};+scN`!hR44WlEO2#TY3E{tn@4IO=-Ak zt==~lf0WrmLxug5Xl!&NXDag)#y#vh0)3})qW zEs*h^atO9wycsdOoTY@ws}`78tOb@MjqE1a>9l5itDwY2H=D!Eq{t7xPZax}RXTfm zprn4P6qbQRP@1@)VM;p^cAgeXfOCLsJl1Zm$#ZviA0_izqLKdo>pVeI3J<%K@t*2W zKf^=4FB(;|HF6a8&TDRTBbh8cx=jZb)QvDi+_(?m5_fu8Qzr2B)S5{)_D)b zFJ=1x6J^E-XKa~8jWik#?l0eYo0P3AW@jKYR0xZqxnNkqVW1utuRPg%)=ODXrq>H1 z2pyfltxWNFHjPv_IV*Q&nL}75qs)N0u}ts^#uom4HzgixCXAbAdP<0g%mTuwx>Db4 zZRXp0tByD$bi@CG*Gh$eG))oU$ga`l5bj5E**Lb4%|+j=aM~TF7K9JJd;}<9@}x<) zM(JDL|8wGrg82=jr$i5owGC|D+49=KzEiwm19LryBOr0f+=}}E!V*XDPX&Y#{gsBC zBP*>R#4UsI3CsZt3*TpHMB_W(pzxL>4g=CorfGNLn%Cbu*9=>_r2h2u%4fRXQ63qZ z436f9%DxftC(ySB<2%g+fcH*@N%d9y7C3(5Xn-9aTKHx{yDgH*@N;+NPJpN++eqHKG0BNkO|(WUo+As-aL4#YJgrenfv0=*fcDWLntLMvE6{ zRHGX+)6Hg~FB7=n{4xD6v~PLs_ob^6DzB3nCs#Xk#wQJ>_U5iiGfJ>SKhC(Cepm+h zILI_}sqpyF-^uHFPhdiZ*cR@;{ihh{1?xP-N#g5%9t`uNhY=c(#bIx*WA4r1Jo&pE zdcGKLXAAv^;~g?RFRyMr%xe#BbwU#L8=e}ib7e#-|4o3N1m*w-)luS z#Q_8$(nJq@pbfmsxP|1sc8>tP=lG7vCU#m3gTMc}4aI5fpkpW!P)bX5derhA*M-}Ha#nA92Y5ShKo=*%7VL;x@{ z$HlFb8s%u27-)pdh8!p(I?yI5UzYB>z=CaQ4zWS|T1;TwVUP;S3CLe>$EH>vGQo|X ze(FihlRF)^P#Qy=9E7q&B9P|fEA)i0U#St4eGiYtXULR;LJ}TMeREcp(>59ld0Cj_ z%J7@19)FUxrJ3B4>hUUAP@c|W??8b!hQX4vdhFB!`hc$X#!}|rM27I+lxRCYzU6_n z*jV}oahD$pYKMw}I-uo`O^ht3?308mdSEN#Wp-%C_4T9CDtVs+O~XTx3%XUZ*(O~? zI&7gzTqm6wZvF;p6}xj$y82B!$ylqJ`YBOvRnwl9d8=-}aDDPR!VH8za4eY(?I~N6 z7brfR6a=UxG5OE%;i?Hx!Rti=fd?1ULs4T0Y937aQ}2hbB6A=8RUziO`q4tV@#W$z ze+;0OsSY;a&5*)vfm@N`LdaE-2R9W6&Yjr_JCUnpaJUURtB!}`UHci&71yusg?t`7(N@g+K>B-bO&L$ zmDpFi`2aTbKn^Gik=Yu^aGeF0GG%9R`J2A9^-=W%QM_|6AGv&Yi&-=mL*v@Rsa2t3 zym=09_?+4%$a1va&>I#)^N#E4oFvT)_$m<>kn_kMj*6J76xo~LA&2i=#QBj%#&C;y zSEVfEtvnirok0K2n-5+Hyna-^Whs^VwGq?!Xa8zi!zMnYpxvm=W1On8c-duHSX>dwS_eftVJj|e zx?UtR6<}ZKXG)QF!2Q`)+tCe9(fjGu@3piX8~G%&?E4pH&1Vt3VCsv-OaK-Y2KGA_ zc?)WgAtWv?6G+TQ+%s#;fM$A5@My|WKUy3!GLU2V@YUQnPffs%&NcPzUqSGb8aGwA zfhJpKFqHAl#(N1Fd_4V-qT#pQd}QJC<<&b;!7&W}E?KCS+zD9Bw-Lug!<$8KS7_hd z#s}gzpT_~WxeXRN(1*+C+{J}=^3wfq_glHM#-%D~x6%^s_4(}NPt)6YchfCZ>$zaHr_0{MI3lp%K_+K=6klWvGMN8m#MIdf{{?B6KOS@4<`h3*%-!U ziY9=X9Fmjz*G8yfvH3%b-jnK)Qg}?^_t3~F8fbf{mc%_b17-kpFfS9{V5A0iIcmi> zXJ-wm@nMW~|Nkw8;x_!RSY&FU^QI;-o^sk>*820H`6pu99TRelZDuIgzx$LIk4pXnzUi@d_oCD2F! zTD{W*C`V$?AsVzO-CqQu)va0Bm6^=}9^5MQ>)Uu{NP2hD3@RovpXCdZlNP@WR zaK(K{HD}F z%i*gQ6PgvtQ!CQa-6^h)3Jf8Pcr+3f^(e9Q{qo1&Tif54jplZXqORf=+ozR|r9eO=W7JT2NOKM%ziYw4J7AqSTgc zG&~Ifa(={*VKKve!Bc?f0&2&}C`kZ`(0#&1ZEQsQ6qG3bl~be#6tbeJkahuYlaAOV z{P{X!i;6raUw7zS%bSY%BDLjZ_jwF!!zgF~pl?QShVYj~6kgYP?;f67&23{Pnh4QK zG)*jj!l3RgUnW%4KhlCTlb)p2A3<3Gzb2Q}ZT3N^xy0t*7wzV^xf6 z6!o*>LZc*gAzHE`h=1oxR;J+C!I{M%0fFdxvwlr%?8ZLQnHMn{R4BVFs>KAt8i|%g z%H(FEaKu9Z&?Zvay#IXA_L{y6s2YXR3mFuWB!%G-R_*m1MkI1~ZGC!l!>soCBiv*1 z`;3n9iFTvq(Snx92qb*~TRe#8TnNV4$em?8AuRwJq)~#cnZ({TFR-)`79i`OvH76S z=<2BKs*rb_GQciVk(uJ=f@myLfajk_(~~i|dRFO!q6-?gl)p&td!oE$aHuhtc z6=ESUW(^-6gBW51>duq(9e67LL%xhWHB~xPAUu-IeXp&_<9*L43df$I@Bb5|;0m!} z8Ezo-OvsAgn3*~N8GJ`+kI~C)(vPyZOM^2_^MeN|Oh%Dzd{yQtF4e{GNV#xw2Ffmx zP#j^3DsK87mso}%GvpA%jzW71QCv9BadxFuAzbBmb=1Q>V_@3_B81S59XT6&4s`>5 z0DH0u*p&URMmk|Bm$K4`4WjF6`2*u(z9OJKzSEF6c=eEcylOZU<~kV*gkQBfdtlHao<5?)ax1ztN4^EZu+Y6?iei8>%ni9<()Z)c3Q!s2^a+!K^*zKySD%_}7@4S43{X1w6Ut}Ui z#R&Tb>UBj@^`;bxGRTBA0D>~SA5vr^kknpAoI*$i9Kx~~LICPgYN>koJZ#uv`r%e8 z*=nCyG)bT&p%sPWJ1cBb&BZ7uX8%H7R+$+7a5%!FVIr*FNn_p1eas)fb%l-aAMaP0*6e9XDC_7C}`Z()Tqx7wJ6kub9n?M)D$% zJ*&e+OJ-7`ij*C?!yZBDq$D3~r^l>>V44id11BCf3nLEzrv@wFlvJqzPU%DGHA{)( zyAtLhJlr3mflmaPnXUNoaw*8fs&VjjeNRSDg!N`a#HVv)^PUbR2M%c0Tj zu?ZSAhz>ajGO7aH9}SCIvu0f%y)@)LG6f#T6pqIVP$WJD!fmZ@o*3Wg#t@f#TS~U? z`MsbjaIFb+yk;$>^M_|GLC*(WYiv^L!o5l9v6S8e5AX+A9m!0Fe}%+0YktgyfD%i< z%UPUKrrcx}0Pk&LkyFO#nWaTgx5zli=mB&_mh^}ZW_8z!c~MN3+rDB7_8bp(-wHAX zN*xj9$hb!I<&RBq<@$*8tO-0LFRp6{q*umw(z?;G^Sv+)#jOmpE2X7lEm4NJOv3M` zY%V1ytNM5)DaT!h_V;@VO}a&fAFcYUA0Vy1!5DetUi_0@WQ@~@4^ zrO?lq6XGUV5&oEVrP^s}u@*njQgSG_g$lF4upJETUC+&k^i>|G$8rNi|41bzLwZ!+ zHt1xOgNT=)z+vD@jF)f8jD1Ma?^z8tDlN#dvN~|uS`GfS=+#MX^dV$6Ad=}qu>cB> zH_sE)Q^s)gR4Bd|zYeJRv=F=iQId>Iny2+*cmvfBaT^pP1&(IM20ns68_3n$-4$EI zd8K00zU}KPO1`RwhK4nHM*wc18U>4-D~6`I=13TG5OIhAd==vqvZfy3kW!M0jc?A1 zWzialoONn{czt>(ogXItFtP*~05+B^7&5T{0oF1EqvFvgTh!_+9SDpZRR|te>;A`?sABq#XWP6z$ z-mVjA;GH^L4KVEj$$Fb%nB^}X4g)g@;PJ3{&<)A9GF+{(eV_st8ad^cDS{ar@E*aR z%Q#pJtd7s^WZ*@v7aAm1RPcb1jOThWor6fgl0Z%$=Ku~c7e$LwimxqDy*|y7=*QrA zI8*AFN^Rrq+cM{|4{GnIkE_o+ioqyV5IC&z0X;=G#{?HaG=wG`!I}09rq&jpG`__6 zjbWD~P8ZFvhCRRkguSHRSuENB($cq_A@(u*JM=%TBnJWA3a_`}W1$r-dp-!0PlZ?} zl`C#qBgE;75^K6M;RQEL`Cc@6%#+|DF;~$v_5|tR!vs5aI*Du}E_?pk)RRtuG3^ST z)bb&}GH!~mQ1yB6IWpXBQ-@{$hYLWFD1(0?yyW)0Ce3!FQ(ycP1$Dt43OzgI&S2_{ z<82eby;>lSEB`uoJ54-`K?WdS$5g`Si(?cZTu{{*Kybm!dQCZJ86|!hN!7I7zw#-8 zz=iKp?N)01yE4}bxrI%Muk+8D+$8~8F}nGm0=@l=~a*_h5sX} zrL*=UCVwkAjuOYt&r3SGEyWc}nHOEH7xWx40(=mO9tKQY=0`XDOcc(MiiGyUtu$<% zkq;rqq1RUlcJUz$c+teS3G(J;CQ*4or{3to4^hsD+_(gN|IVE5FV}Eh!NL6gpjiEb zs|&A#a=GUe(NI#dr2(?X6P}0zoPGTG@hs&0F)Cpi6?E1T!g4W6V7?~Gw;ZgRAu<@7Rb5kiw91@kiHUZxj7DjGx=kW4O9%oYBL zz`VX$w)MzpCZHB6o^0=NzS+XiJ}J9`y`8t@0S{$|AHKcb4H z%4Ua;NG?Cb=To7p3Yd@@0`%g^`J~*gSc0CQ9_M@)!Br@uGyo2G7L#8W(*(*ONa0&% zwJN-a3q|z`C7|?ic_Dl@4&JC#>C%hw_6kN+CR;3#mWdEt5J}{tLF=5QOO<=V5yGQO zocyPlRSZi!!OrEAlSQK$q`FzXZj!`Eb{H=k6s0{hzT*>R+Td#B=JDMNU-OJ7_V&Z zf+hrSN?&r2@ump^NIMG>R}P*gC!oRA=HH^pfqbhh1q$6aK@UweXCxfOgfd)$i^EJoofpCx_y7{zE?4GGsXDMB5 z7EU)pSrfGx9j1)oR3?vBOsiCz4kOI*VAnFV!1xT@_`SAk@Y2=WQWk*)9|=Q`EKk~_ z5U;7IdKmCL8R~D4(^q!m;e=p2UgDg?@rhY*=I0>bKPV-lKwFZN#vB^=s5ir`)Q@)7 zP|uOD@SBIdITP$piEOfC;dm~>*~gWUk$7zb8UvmQa=6^ug-cOhFulER`q2Q<>xiKj zWASn9oI!csl{9Jm#mzU)oO`^j;tieuFIOgg^47breDKDuanVknOmrU<*{d>PVuXLf z;4{W$ulYT@dE(e%f9u`y(-Rw(eD&{}wzq32=HV?2u+4r#$W#K|?y>|M)Mvf?F(KeA zy16~GnFWFi4cV~mRL3T2%LDws#Hw%#K9sw%VXHuLgnU&L{>)~t>?al|$_uuWc~KB* z?M~f{aKW1g+d?ZNFm3haaVoMX*quOm!LpFaea}l;3g*%*=Il%m<5Dh z;6(dBhS5Z!y)K0Y3T*!0AOY;i$j=|d!US9TE7wEWuFLuVEC^OFyhV#;c-P-nQZ-Kf znEA7F%6ySv>W{2>f3h3i0qk+5`4RKabw;0(gNZJ<#HAfaDkne72j4>W(Ga{Dz>n3c zq24brAPr1|fAUv^Sh%e{Of-!u-}`@ia1>YsVXaQ)`+U6z6Z3%TVc zbkL(=c5L4`ijf$*9N~LvC&E@SPaw6bWyJ@fU?(AH-%c#3I(J`VX%nHk)r`g z82502!3)csz>Y}k@4VyC_G)ehgJPM?WCA z`?=RC%SJ`X1l3$t9sB2{WBY?7g_p6B?gz6E9QfXJ!a3B>eSLzFjY^8eM~kjw>#?S1 zt1e96l7DSr%!asdUVqyA**PZ}qaa4B?n=g11vZU1m-=21Us@V~X!ptP?qupXBohk_ z{z4#0WV|Ekt7PIfZ7-Yl@lWD_9Z4V`S@uvOnDns6R06)x#Gj639lg$Yml>O@;*12a+qwP8PPAvX6s zp0wuxtTT~7+1ly~EOoJYfus`X(j+;GMC0GJ4PCkIj~)Fp^u(It`_rz#)3fCy;L5st zfI1t&vyOko=C_P&p1`U?3ylb~y_|Ph2f{V?54pvAlGGB!-y8U*oKO(=9ma(${DPLT z$iUIW5m|=|t2s5~YdsdZylK_hjO>zwW0ouB0x^TCT*a^9&$%|TYQ>H^Fk2qjW8%%_ zl^1D_h=|0$$B!X>uHEMB{_hz2+luM_B1c=e47-}q%)W2X4X|ywaUW%a<0 zc%Q4{1*K;$C_sh2rA-#TUJ~bI<&4 zA0&!#RpczTZ@h1P$$tlx<(qPJ>gp_W9mQE?Su?Wg&-h}tw*DAXW9M6B6K|yae8=SDe`>K3!y#TlQXZe?A#<~7YWK`zl#y)b-XLJ5VaWAQOak7t4 z@_rYNc-u)BJ5?bi_2KJdPwh<|ng6d>TAv&0OvvHjm!rhR_Ggow%k?*9&bO~RQ9Gcqc559rF-c#E>$OX40D=^u#IXpgTzM>&zkVY@Kn z-D=LArZY&CJ4DRF@<_WVGrLuHp4uyw-8x%WsnvA&1ZANS^d7Uq>xC12bTDs7(P!hGPDj_cncqA zct*rTWnIxrEFi#*Ypoe})IeJxAnB8IETd$2FAqliUpP#*woD&N0sAf>=WVa6+i2v2 zGOCm9TN@FcGB5pJpYF2UP>2gP>Fy03!8GP{R&9B~z5{&@1Rhi_cKiAfT<9sf%SRH7 z*(~|ak7*mIVo{NH?+0wSOU2_w8pND;3EDKIH$QqkrsZB$erIhy+i@Ca;}JVYAsGQV zK8qFocX$zeb01om3;-!v)GU(%}UE5(HSadFGd9sMxZT((tR-R^r%G3(TAV`Vq(r zDzjdmJx=w={b*@$(i|;sCZ@d!%d%V)wmQx3{F6B)f>l@!g_5#PyY9AKlO8I2x$Z%ckJ zZSkO1q8TT+%7et^!I3lr(M4w{wD8*2O-%5EFBh&;He5D)QWFZNO+IymEH*w{yY%cG}MT0y84 z2P(LmJ?(?|*LA(LslKd2EwZO_60`OSq`0}FSS~*4MCMLa(+5@#OsdYD41FK_goaG85%RC+|%`o8> zV*7_g77P`vc~&;0OSHRw;ep@vvZHHfjlOswVa|M8cRe{?m4;)=mkH(-Tsy_!e)z6c zqPDqFm*$$Beq4YBW5Epw-0>2@cj_{{;RA9p__cC(jNgKDKD1Q$BX#x9Sv28282WA- ze^M4#yF9M)&%;(fH+K%R3~o28^2ky4)q*KsndGG69S~6vA6wYjg~p)-j32mJ1HO!j&v)Y>1Y_W`yQI(3QC9+-x2XjSP2ds+jjTp)rp<2-57mr>ilXdn90`%#(a_VwCz4SA40{WL~HaJ z>!Niu6wdT~@0R6(-rwe#cXa<4z5DOuSZEqR|_T6`2gHL4e)xh_vI>M|G|EV!ju05PS#!u61= zKF}81K%iOS!fvb{wu@B~k&&}J7vrv5=dC;b~T*&0Sa9(gH#mp!c4l!&u8X zzvz`#8%eZ}AN_Mt^ocUQEKCBhA=&8l1oeV8h*p4=;>wCAGP`^-+9ns5LtavuM%9bv z?)AcJ5`Ky3w7`5`G6_+cWI@!*DQjzsV&fPKmMN@QAxmyK2H}>DQ%dh!b@&WZ*Ge@Z znd9sM-;D;s!F za?KvN6$TG|i3=u1+b&YPDsndbwD#q2J|{{a@Se4stQj7C*xK1mUaxd?mC{2F{f$EW z+Z11!vB5mMQc>Z;CC&C^!`dlg@jL0dV0LP=%3-1-$rqPdOont)XmDoPVL=V^T{d<0 z3m~F2HMxv!$)DRGB~kQA9%t1A3D`@QV%M3|U7(dbuoh@9*vffhiR!bqyji*vsxJDV z=i(=$RH9yIyqiH?@ps@KmMt4;prvtgd0e~qCCW)jlCrLvt5u-0^WhCpBy50iLNhL? zga3xfL_G5Km5x=n>O!#41CzbEn7n6Om5h9Wed~Y?>YYRi@C`Q>IS{4cj;QbLvG%=t zQ=OF%cA#^qV*Gf3C0UjeBd43G6=voTq=Xz#P5NK`e89xK@Ip;{w8G!BFT!HiHXJi{S&m)awgw>(M0@ooMoI(Pb_451#vD?1^3H~-^ky=-p6s6B zp;NJ9>@(xcFO3#UR@h~cj41>!S#Erefhn$RN~IX18?&6N$2PlzVa!EngB)XT)s0hn z5J`!@|4lXS#Uh#TUY*EsaG&sK#1eEhO|Cbak4>F?EqNL}5ju1>Rfz(cw*fvu`xR;c zO)I&{k{dza;Tf6DM#{pYWybd<8+qVl^c_RYy<8dG?n>XohcOihC?%JNlK3r3DpoW#r;{cKkS0QJq)dVM&vp>7}{Otk@n>uQLY%Q=T zj5N9Id}@lu5Q7+Oa&dy5@&`8w<4u!0uvlTF24|Y_3c5E3o{3Kgf{kIjw_6fNoCeJ!M+I zm0FB_o!NliTRG9XYxDnYt@`r3@*S7NOl>)waE56*Wd}Dc6~oanT3a{@IuL8M5y+J0 zoK2y^QZUcfUBTFaE{<4;Lz3*EW^wZeT#{@c!M)kC>_s#X3nXRBszY8SK;gl@su=>u zY&Nq}gTJ!MY~n@=u!mPE;jr&uwlrJedN#@0H#`>j9V2%6J~8Ph)Br4e`gl)sEM|66 zJ)Un;g6^!*ex0ApdGKnW?e7Oi)-)a`j9os$l5UBl!*?0wIl0?y4w;?yDB4}y*wK+^ z?zp=&jwb^D54g`?R*i7dzAZaz0bsqv22-qp4xwhnwqt)SsPcjGmud8MI>?J0G%~)? zC`f{ixjWBud2AWtY19O zO9>P$$DXmx6q_3LX*<P6H1Zp( z7YJf5uaVnQ`y=mg38Gq^3PT+kmLrYv_m6Z^a}Vj?7?;sqhh3JX?krRN#8Jy)nI~p| z6fDI@nX(AnT;2q~X3QaKX!fWX5%0+E7o0q3yXbm5Y{c*PSliP44ji56>6noE=;%ls;&?0qy>+WYqhJG&Del z{4fs*x3(t%_pp3 zf*ne2)N>Zjt;X8piQsHYS6p&^@rM?`9q!P~6yx(5aGW$*QU`BGbR}=7Z*p@-pTs6% zhM`@BKmp{E#-FQr!`Bjrmi*LJ2Jd-Q_nCl*!)_*Es9H~3X`GSPD90^pQw1r#WYg(l z*Vfgka?1Efz{QivPFDM$x3mE=ckWuzWT4%nRN0iquH`b4C(I0>AiNk8ps?aC?7KFE zeh55csiXIwfG|xAls(9hgaRc8B})$x_6m4;+&-5)*bb&$xz=$%&8X-JMB2Nz+CbcK zi`EgzK=ySJ5~um|=f}k@X$h*gwVb(e$BZ?@_r_SXXx`I8_iTIgIAcxrGHxBr(LMNF zO&!=a{#^P3$J?dhFW3Ct-A*N9(dB3vx0~aDb}iEHR$D3|h9xwMr^2`>qfX-Y23bjO zEh{&mgz4Cr7k;5^+@t{!-U2>>tT2wZcru1FlhAy;WK*gU1MI@xIFFgpr;+!gcsFOF&OcZ;3^8(3K zeBmoy4wK{a{##%;=$i|_V31}9S*Ep+O4Ovv7k!{*>_mdF;A!I+G;hu#dVbl|il;r1 zMjyvUS)AJ2WZWmQE*16_D<-%aM3lq`#N8+xET71y)%_ZK9RmXYvkeU2AC6>;sCP&{ z#(kXl068&!-iy$iws>k}271)UNntB58$<8Mp`&niju=Y|Oqrzh^|dhnlIPtk&B=N! z^;`uJeH-u%z8%2+hQRMsSn^*8an6H4GT%P8icLw!`Bt9R$wEHQ!9hT9zGAoDqHw|Q zMP+VwWs_8rK#8je8EGS~8M9}QakMvB_ePARIs*kDRmooLaMGiH(%#ziX9`1zUR|J1 z5n;b^(%0n&H2mYg+rsq@qbF3(4YSi=JI^Y?2%7r$GIqdev0#OMUD)Bv3M5n7Nf z7Civ_`bGHzVpV7uJYHijNZ6W<<@CqR?Xe*>8(!s@-w0T^4L~+u&g}vP$MVY=v6C%l9@&mBcpR4l3W2m-%+9#;+)WRZASt zQkEhqD|)Aq4@ScNY8ezacb3!Sk=|y6W-vLCg2?l1q0@MBa_bS0XRtcfHHw?k>7Ka=PX^yt&GMwgkA2L@uZb`$NU4ywY#_a?dmt2Vr@8r z!7uebc;duJo2fP3kon`#`IUDbN(!!cc%c0#K<*ZyPGATeK%*WL_6%tsxyZo*D`Mi_ zYA!zA#keTfG=xnPPT>t0YR|2?xLCg2#|y>4N>Y1!{?S%x+12>PEud9_g0^FDMC|k@ zMCtI8XBvElWCCxZ?^sAvu#yeh>o)s=X^KlLjoIJKYFFP(8j|c z(;hp8pa=~y`PZ^x4K(_9gMesFTm4rk9(sSx8i*Hxg#4lfGLeu+V=e1g2xdG^eW-MA zX{w@0y+cUY>eI72_z{js*V@G4>%$>uhMJ<@h`Nl4?3qSfq;(KxTht9Ldc+fGjIeTM z473L9_(P`Qavr)p{~iG(8i;%RXC+L_FC@^UR(6AckBUDV3)I3Xcl0+Ih{!q=6DJM@ z762KqG|>QR2=zipKuJ0^Hv*D^0Ag;<{7UW&r>i`)9!P?#9|2=xMCsX@X^%!2knj6k zbkHtZA(~N2L3>Y=lexxxx|Hz;6lYC)9$l(YyDpnZ8`3^?zRd`E%7g9rQ1Bg!a4;HJ>D2###Tj@_z;?$uO+%PG zr4Oj;b>67U+a`Vz?zuC^66fL#1YDf(_x z|K!26MBrIKsW=A>gisj?we4scirsok?*aXU5KHbXL|;z}k8tD8+U+6kV@*ENk@=N^4huCD z3v6Mu0h|XYLH|UL{sq`3vz%(lqh>A}FB)1L0N8qZj2~hR_?!vAGttda@0tJR|0O;d zI8yJm^@wUCFaR&eW%PTWxj54}U`_i9BaoNCGV^XDM>-lT)Ia`a;IsI|@kYfw) zy_$FTwDaAXE(H^2{Pq0n!=Bjf^OAMKs>lTuLDn}f`t5evQp%=WITwYmgU5rN-njH> zZpsmF-vPrV$#NaESiAz)qaIUz9~Xs7`H|qU?3S!O;uHm0Jq;8 z11#TDBr(hKBANAc{oa+gw{R3Oarl>5-D-iB)1GCAp^;5iM{{r;jP;5qp+v4RGHQIU6y&m^!mH|U zm#XK5BR{7Ot8urtyTc>5^`xxmCXRt>9{BZN%^HRhFOc<74wLb4xn?4M`)$Y zsFI80kKxF3Y$#B*1SP~_qt3NjSbE|@O!r{7EWUFsE@*~z1A2Cbx&htl|8%_Ic+H^J zap?(`b#<@bSmtdRGx%b_dyeIKi7nX5{}dM0a&uF_y{jj;jLyv3js5=6%(*2o=FaWS zV+Jo8963q)Pn+m8m*dx${o0x@&}!p6bl(`~ZzE0?rgP;hC)gO$sh)}(EG{lfH}@{X zU3ur(qs0-OH!t4Pq7!vk`NFpIjl)pMdfxP``eo;W;{*Ph+va$DkD5`Nr$xH1G5-s} z@!y0fOSxpuvE6yv5V^2CU3ev3pgpTf5zgpW7Xtekf_$1xuju_R<7Y@GUO4KcuJN20 z`(?e(M!cKHuQ%%|bG3`jy(Uzzt%+GMGi%1#QFD)JN7Ftd6B&UrBft8Y<&4b9k8SsFxUNod1JzFq}R7k#6aU5(O|ETm=!i;#7Q{2y(|TL z6;H77jL9)$i;G>%aZz)9H(+Y7#aPDHaqvz?%7+~(wjMb?4orh~?e|Z@|M?9v)GH>g z!j+UZ?-68}#q2dsy)vE+j#(XeYqK3cf9A4$ zwipt199r5S`%{w({rL-*UOH6hKh;*~Pb&OZ>}wOJT;KL$uX!O2OSqNpTH;_c09`BV zvsW#ZS3{9>fO~L7Q%%#8TZS7x*C>xUHq)99gqFea7o5lR+mUoD?|?eoV}T%=N!`iU z&O*w_723dxoL5;oUE8*-!=Jg>-pc1|-AmYp-Ln0;wy6#40H!E?ECM=e^o$ZhIl^v$ zCIiYw**QMnTMuPf;O}F2O>zIdIGfPdfet}PR-Iz)AtCqD$h?kK>2V+Gi#&b2;E|dx z^J;HKghR{DGLR6$xLpTBxy8m3VLwxJ2(b4q`K6jDgaP+X1W1nJ>LG?JEDEVHqH%O_ zN_k?xWfVs)8nvVTG+T7^7unQ9V*j~I6e%_+6KpErOxKllAs7u4&;E+dXr(Gb+6;_5 z=Fd6dZNbHn*?A-%fa0_aDn2GLE^beWaYX1QJ6ap%5njN8JbCygPquCcZ;AAV4B-oLhe$8D#! zh3~{0QL68)t_>@wj6X$ChU{G~N*(l>t4?acz`T12ZBrOVip4Yi$fiz*{HmLmnXh=v zqu(yce4_G+RV)%eCxnyYNVa!( zYKKX`>v+wcnq$l3VJqozs{FCV6v9F88(+4u<$`4=hUZ0>JkW3=xn%|Tfub-h5A~!{ODv9Ji^<`QcSza$HopxZpj0p0Sd@h>X2KgJNqQ23hN0Q`effkFAaCN>HA4%5x%3GBe~;WvZK%UJ?}IEPI( z7U*ccq+ST+I_%^5dsyWK^wDsN7739Ny_8l1u}1N>yy)-;2h@Fkqiuhm#Dg6dIo{~Z zW+W&1P~NZI_yn@9zhu1wfI+~1SAGQU?nc^=EVMQOVL=R7y-O-)Ax5(G=E) z(JrPgaqI@BrO79LbIF4y`vGL*CuL!5p*7txgLrORDH0=KKP-}1kO~&})3LP;!{uazyT^PzYAp|$qJJjw4&v1s zsqG7Gw7hoGzl>8N-XGb{ETTm}Ic>!Ca-{HZOHX&DLSPuM0nhMOmnF6F7%yOZjOKWM zctgVJHyUbc=H-@D?f>uYabix~t{LO-QzA*iw!S)N#+n|qc@{De8P)kovpS$MhCHY>&g zS}0W9qmzG`j4Y5Um8ECB-cvni=4s69%x2da7D&z3Du&B0e$uiktodsnuLN17u51GX{@Y2t2O`6xRrFF*OeOXClC z&kcCY@^YJfSLfW#XuOrE@wlH7iid+Hchu z)6cOS#6X|aHogMBDpYN2kV|T14=^(0Gkg5nM(QX`nJf3MarP9-Bfm-eb8^xEdbo2A zpkJ}NEw+-c@zaLthH0~mB~5vA?B@B}Gyk@$ zdLl0YTR~R1Zj?Br%kE`892cR7(8?@sxw3FYSCXadKtv|c(%2TAhEfk4#`pU%w#C0I z`(cFEosUV5?vn*yf~--i=r~Fh5rwqyuVuvU8C}NmB?dL7&7In~$5TKMuFPi2V%4bB z@8G_dw^OB}j{zq=mgM|6uq3)#Zf>1OtfjO6QaN`eG4=hpMU8LNH$PsGQAG&}xaeQ| za7SPBo0)_ZfOMF)bAx^gW5Kj@B|ax(hWOGpYwg#PN|HNE0+AT)-hJ96(nZ#->i&QQ z?180y9_E5?bg*1;JK6w*K@*6mEh&f;624~@^RI&QQ~ z1)eEjx!dV}%8|mV@84Mj`vkF)-%f^GtO@nf`ENbZ)|8oLWHsNrJC`RIKs%5QoN_0wPKhMEST3a5gYw{FpzqXMr~JNwE?T~)91ys*|MNl87vA9d zGkPEM2Yeq;#u(ImrqL?X;L}72OCbJX##v$%*qq%lqu1j-SphTY+fHWQuId^~bP3wSAWl!$p8?s?{lKPhg1MI?joz6mmqKh4D zj00Homi$-m#!(uL%;(<47acDRmL=iEsQ}aA-9Kt+e)sk@d*tC*5TuHp4<^Bx-m3j2 zY)y3JmGqH(RoK2IY-$@3#dp?$o0X;Kyy2@A8en_}hRJBN=k(1gI;eLAdQ%HZcvUc7 zOCjek3kUXsmw23Ky6qL71E9q=y*)lT(B`LprPmRf3gwC8v4Oe439MjH^3eY@9~es0 zHTk=@8S$1RHrtv(GX-f|;ZXC%PF6T> zmh>ivRzg~Cb6z2vXqRVSWu65KV9g6(BQ0WUI^E$(Q$c{53ed2P(qb%-}`4e{Tk6Yz6a zFR`WZFdHN6sf@!i+a?R~9r4C|D`e)Yqc6UgO5`lRPYO1L<)E;F#v&aZ}Q8 z=Y{`n1rwVY>)M&*)+bh7JaBc+wY`%!FUBTHrbXGsSERE`#aR`J+KjUe`HeLlw@us& zpF_=Pii;r%d1Me_QCQ*-r6i1Va1#Pv*y1;vF_Xczsd$y@c6%k#p;@va-?U;7W6=Q1 zpb2pr%G4Q6e&{}ocK7sWEaED0W1{7?j&Pr*Z7?Jn?udX4qg3O zgvq?bmbu!0Y}_)U*(+gJ(v**pJct7|)au#s`GjR{G~MFww89Xg_By zOJ@P+od++h`?B|^QuV5Cwi!Y>V`17Je7%Z~{QAy+ER2~%{<*Y)>%!F+cw_@WBEb)*eg`Um;k zIXOIJ3Jc$IQyw;yvgQo*%;aYmJzTv1c)9F{yZ`RxxXIYaOhS{d^}a+(4H0(g`W2g zaP*%pfXpvDV4grfl(9QJxh&`LxH}il8%SC}Cu_f6l*hd>^#7Zu*;c&29@d;L=P16@ z_x4a^_2U4qs8H;3lr-Eul?#qW9tb?(dfIvJ?N~TDH1AYPi-ppt56J>nXUiC}8=fGo z(1qNAMNIx)=ujlmzReY?I$}uY%`UzZbC*u{{C3gDc$Z#0=k}g>>xERFEqti(43ZT^ zj6MF|-P<&+i{CFz*C|)Aj?OaD=5X{BTE{U1?ew}`0~+uHujIR|1ix%Ea9p>!BS*(& zNRX;!`S*w7KJMXi#1^r<^p}V~%wOutq6DwwXIRr7Tp3pWrtgMBvB&~Oqg8xUAGQlv ziDl9;{x6S2_g(6DG1~qHuu4^7H=GAdHZJBz{fGK;*IW+_Y>P`Ut?MgoK?#8ZKA+Z; zx;F-Z=ppbmn$YaZ2ZPj4Z#qGG_FAtbqm}jLPl97Znt$Fc37Dy!l)|P$e}ow{5SRMM zVd?z;poksZDB^oH*S2iiF=OP(uyWw-FBuy@S`S=_K*v33)!oU=UIt83u{7eCdS%#E zGSsn@V(rKpTXiuoYS^kV(=s6kq-aK<$!<48IlxWedN3%P3EwS7?m~a-S3NDMLt%`I z_hudJ%5otiDgGPB-bC1aGR)4q{E5?17_p?YCFi#~(6GVucfwYXJ;>|b)kKI0D6~;f z=0>2gi{c`d#MlD6pmL{D^8U^2Q6&GKqeo8(GsVMMbD7aFd6tpItu-(<1?b0 z{QXFJG$&zUVeLd4ZNf1D;+!Vx!$RCV%W$7Rs$=e2#~WsI{h;wTN`?Rkg8Wz{l^Wjo z`*3ZbToXO9GL&Kl@G}X|a>virYn7|b&!RP2W|o#gI9(g<~UeKaNG>0O_(jYaXOX@ zj7UPTahOI+c1@0!t2l+mK=O(BF8A zooNexq%AjI8UdaX74M|dpqXv<8cpSvZb9b#?A>YGVJUxpQi_%$x`Teuy??+WiNT7d ziKOffI1Sl~n)w*TW)dex&ddTrrRh(B+eX>}Y#|g*Q-V`DtW`^I&wnh1*%cQ^T$>ia z6U+ODj0EIgXzO|7$zs(?)!0$bwS}tlFKc&6X&%?#;es=T@C26rfh@jfAd88u1vFfp zBY;$1!dVn2m^GlXL-!Kov#6V?U@1YYqHd(vGA3i*0%UR86oR9wN+D*JwmPxz{z1QL z;%?q}o$_j`T_#Am{sroxCaAa0-r;+OUJV zUN@j@iNoIq!Vlw4A?x&_P(Sh)u6??pi~aI~#=*9KFVBmmsq6SbhNCR!G2Yi21L@l| z$SzJE0z-ri*nV$V9%`6??IkQ0wB!C2Pv9l#w{rYo3Lkxp@d@zWy^`C7cPMEJja3i1 z3Gk&zlbFlAClTM2&g~!M6Mec^ZRi#k&x@`{&)vVD`x4p^-MQ+hy9 za5`%vnSk2d5{0T6N28W)WQ-olXpluTI!!SndEwX17t?YA)JbI*XbJTB+&j@uJG=UH`Ynk^a7V>|hh!Zi#)P&8ZXTQlUchVkrnKC)!tBdtb)c-4 zfH}Upy$5q8E^BmMUBHsNOe$djrE!Cjhw*|1qd>A1_iY5n&gy8aN;zattnx1#b0yZR zDtzhv;e4ihIKM=H3K$n8uz+UvKrF{K-gQwup%R&8Fh-}H;rF;PnOU4l(vdKQ*%Xu$ zOgmbtw9pBwz_8MO4@AP_1tB69T__x93iXsfDS3g|4xCK{#F}VETADj!YiFa;th+~* zp!BJ5{rEU%>^|fbgqG4%z~yr;w@!&KAvir-Ya_e!nj}5=IKgm;RcR;!;R?ivDrUN} z-+&(X)jr?tzpwTwI#YfM<9Uc(WHmkM|E6Uc@WUFm_t<$;S>r5&E*Q&J0tu<}=7|%R zq~|P0+B39MavRGk0vNqjJ3W%(v3vOv0LynHG8RyMxAeJwBj=yGI*?;45{^d{TCfH-6z_ zKou8X#L4y65q;pY6$`d8Z(o5O*WxHCkl6?t4Usi16rY0pABr(bD9P zg?Hk2B4L8I1-DdOo{NylG9!e`Tp$;3qo1Q+fD;LOCP;|JB8Y*URq*0iTH2YkIWhN; zfmr-hW%41czu4t_4)9;py`D4!yFzyaQ!%Uh%e+|K*JZe>eS@po;2)dU0oZ-wjI}i^ zx4)m=|*vQiL@>V0+B7_cC)4{mDjiN9r>LclRmA@hS zON0;m2@~vyNjWA$qq_PVD^?uLsF#0vnH>} zmgMB&H%L2b*2&WpGB3#eT?&p=S*w0&yCA%yvI<>yIdrAx5`B zJ*{-68$t;V5#uDr8musnMLX@iF9dy)1vf_5ui!? zqjz_AcLp?pM zw`RwTsLWa2xWK5%!7qr)@h~pDFIMV5;O?JFKhUsny>l}|2yOyAv^oQ{dm!%~FGIv7 zpJCgS5(v%TDmX?S85y~ipvVC!d_T|uNQOAJ;jpWwV9;{|oJD0u(g*N`St$;lyyVDb z4rRF|p05NerV;Q=3O4yg*FTkU*Vd+SPJOH61*>XGFP}%Vm$QFRrYz`qNVrOyU9uzp zN;icbPPt|vArWVvw|5l`ux45&+cNA#=uAedl_vwjR9GOki|J2*httWYknw;Wg@Nge zr`s49k_DyBs|#Ng+fIc-3>$FpHT^vygtCCnnLhPowrWinTk&Le@vEz=c`)eh!57no zp-5(CDDe!vnS8%l73bUSNo;Ij&2|5Jmos@;NA-4p9`LSzO%Kuj<7W0<%h4Ed!dPYH ztMmYah{_D{Vl69IOgoWQC_kG8Q7{NGEIPA$E3}0DBo+0!=oNE6JM;3RU+|X zf?qz8ODUT!Yhh$orVZd3r^Qtrmgj!*p{sNJaBkDz7hf_iDt+lC`XhQgUcFIvWt}g1 z3Bk(J-VJwl<`M*f`On|5fc*ey!GHujQ;N=DxRY@lt~n9ZhjpQ#42+jzQu}^XK(=Be zc5-TB^e$}0wBO|7BVukx&>FxP1$`DsC zC6Fajva>S&V?Ih#odNcsg@PRpis{ID2Ldmi1T`4*cZuyqPL!V} z?xg`oCr@v4=j2txfCB#dRY3g(Y(PE^6?pVH>S|tC(pq@3(XDXg6ew61O*HC)?R@dN z92|szyLC3>^5y0It{>Wlxf6)x1V&;d@oyx>lL9PV#4{UdKZe<6hsoX0$kKcV3#HzK zT(MakZn!K+cul(Ml9$Mh#cmdnYAQXQ-7aG>t_>P)Y53(TrQ-$bFv?gNdaYT~NST`8UqFuxSIQJMdy%6s?@?oD zz~EGp0Xd&dS>%|E$9m15Yn<~c9^CKKt3~3s(Kov$Wb&x2TYcJiTr;x_OZ3pFERvx` zGZ_AN926wkxL6zoX9=(q3^ai)3 zr}00B{IEF$)`Ze%Qfxfai5gXCe#El?M-+6JkmJE?*&BA@Of2WL8JQk8g6u}SM*i%g z5DJL0sa}Zj;p0Wm#;#amh(jx!eq`tv;SI&gc&n>}umIb{n<M^rTigFg>St*&-q2{p*M)B7dIuL#Hse}hZHl3hVl@L2(><&Cbjl*^O)@Mu%ah0r77?8I%y14G6ftEP!CM zirFwO7b>2IhQU>g5`!p34f5V`M`Y~jV6p}7We^8(igySkA~+nZ01K?a)yL{zhJ zjkzr^Q}<2cKGla^onv_y1+uyWOb49Vn3C@9w~@v7DOWDfK3z>QG=1+w*KuTf4I40n zBd^?^{}g+atlp!5;lp07Al)OI{?1Ud&O^#NaT^VW*MKm08>%t7(Yj#SQFj$B;Ol!k z`&O_2r-V_uvSYpS)Ui;#1NSD7zK!xK{*-&2eQR?+1Tm z>7Q6trT9zkjCqv7G z;vv4UT(}O%b7v!Sot}%sS-13E`1#qUd$(_V48D6Br`ebd~M6S@w+k+X18QZ%R zXyCJuagRGDq|4#W%y|ZIz~)|A{;c}^IUKN=BQudXgXD<_vrNoQm=JYYmcH+m0=wG~ z@o@G#mFdS3*z_+O9D_qR-bg04d$3x_cxR-LghA;jBHD2BUsIYa!@Rhf8-FXoUQ;I6 zOy+;tVDxbrPSfnZn8JnUCfxgwV;3JP3Kc7+bve)jA#|!#Q=UV{HIf=Qzn=Sw7N34= zwSi6XoNCn?-Yhw>r_qSV-E4CMF-*z%$zH$$2qV@_+#2a8)2HO}zO+PUXf zWN`%J@p;x(0(0re<~BKBffGbYj0tm34B_Cqi_WkikFI(}=->)ui+?!*V8HuXD1?86 z(Hij{@*UOmAgxQlE_TjcVbgd?B42i zbh@)>?pz5oz*yN-E!jwp1c%YfI3trA2MA&sQ1_cUFhUNL0Ev=>xH7{`fvqpb{9Q;A zBR?o8e0Ij!$IV{GCipYlWC;u0?ChmJJQ@6B;Dwvis6ro@lvGG|*FE~mH;onjUx!m6 zt8d(xxobSqC(O*cQIU1@>cMb}M`y7&m|b!&#P-(Caa@4vcudEPNz>5@um$N@-JI-V z%YsrOTnKfk>V1BvP<5YP9=Y@oT?RZLaSsG=p)4|RV0KQ+RF}n@V&?(QEC&W#&YC0Y zXs^y((~OERMfm*txh|6?j8f(!ZKS%$v2}AdZ^{Z95`>9-Jc0o zje=_xRaWD;jOKBy9f1}FU3{u}|C@5JB@C^!RR&EM>wu~Fb9hzV{G(4j@9tBFP^(Bw zWn2^GtFSwGGh~nq?#8MxL{$>6I?5MrD$6&sgVX&+Zb~-+xyiaiA^;XNwYEaBlz{8T zLVV%)5Cy?}bIla4VU|gWgS?TnpcfdZGe$x;?H7@>RZtuh85!*5QQ9nNJwgj7vz5mE z?0yMPCU~!_d-+De(0v&<(&Lg#nous@I{QvyVq)L55XE-UN+84n9sEdKV|^qt5{=Z3 zq9?plBVWCVXCa8R7NQa1?35m{?o!9bc~nVJpD*zND--*G@$Hc9}WJ?z9 zt9e^`lU+t|`ao}lJ$@F&zM6zdQbtyCo!4_<8nEPWFr8F6pT$=0ZM2PhJIl^ zwKBP-o0*=1T{dDpi;8@4y2A|~csZ4;M4Sx^WV#U=c20PmPI9-xbWfhjG=)3Q4nspbdlxMuL>iH73~=GZ2=n#@YpCWV3$imA z8N0&*e(I^MZ^=IpvMtpa`RexJTw(TKEZP~Yz&EY&#)bEYb(uF0xm@1=bh6Fdot=Tf zT3$w|qMT&I;9huY7!!j_CnYZ#wlJU2nvcqYERw<(DUGr;KP`G-AT$k6sf>+bwH~!| z^h8q)2J6Iu>S7C1b>j~3G&=}n;Gn-ojf4aTt#mgaw=oQKqn`6-#Xap&Mvm>>C653e zy2?tHy%@@$!;Rkqr zgE?9^Q%r90TXi|rSF!nf$xxCW+=i0Wk=T8I{*@M@*BgV?N!gkSSsK`;*D~kYkWDyC z(A-Bz4odwc!33CwB_4`Px8b@c$huC3MRyx1g2CvY3}nV?6;6qfw3O{Z^cAi4(Lv}) z6&ytZUF@2|-v}35(vsfFx+P5_C+LuYHV}Q<_h9WG0eK~^MdHLr$_O+qv#%4W`tjh@ z-m_8}^&&}zvql^iETQSd+PeT}&ffPy)uC>rGQ6umReITTI{-OY$oV+*%qa1XGYv=; z;UBQ|)xBxI81Z*hW(AoWb3lmo6d6Y4<4Wf26RwKevQzLpycr-YcM{79%Z43^%( zMFUcN?leoPU&|E77Qq=D9(Ax`&n{e+2HW2Qor(gMT}?E4&gy`0`hU>@4>vk+yKs8^ zcH+>*{5=6*k6Xd+?hkI1=kt0VK9E}eWkBb5V`8cegc#=ac6h+O-%qI8Du4lAM5vmP zu14>XnRTl+{RCl4bRR4hA~`#VcK6Ro+1qFmI1FVq-tFmr!&Nu^%06r{56)VBAH`7I$M% zpDE`mVhP{}!<)%^3$eKt@G1s)JF#2fK_2|-Ld3!aaKKLuUm2mj7ySKMkKv*GWv!%? z#+%4@{8LacPmT4fIKP93d?qh33J;4(NHPN?$$V0s`8cU*U--809Bdawn%E2za_R|O zZu44qG-Hme1lSF;0=378w$sH&QHH%v(OmmUFegeK4Yz7WACY<{r*GPD*BSi1anz&v zj$w%#X|%IIF7dzw1n`-lA~|rTWqyoNrsX1DSkB?tv%^a;MYc0KRT7Dp^o|QXd6R_z zum%|5l9H00Mev$Y*JE<)CPd-9P=&>kNgqP@mCKiof>i!-+VR9jOyReKFLv2)92>(Y zHc5EDtaMPEjmw&3*e=ZtJ4It!K>XbI5`=>0fu5=B_{vbW6csF&kgv)HR&gQdA}R_^q(Fb_i$=-c zyju|A47}l_A^{QvW0iywfH4d0!fy}=*z9rkb24yaEfOv>zRSDeOjs8>MKj^do z@LCy)SNlX(8z|W@QwpU8-=%{Ot}(VpLe-jkt86x|1#a~;u0;LhRs)_7XsuQ9O=fej zS5@O6+p{ToxeNF&FjB3CP843kU-~=?6=(fYJ#|E5zIC>=S4+z`_Gw7VX@QEKxqdRRC=wklhr zDoK(QT35b%H&*@}`MimsrsN#9+P4N<DL_9)AS)c;Vm=f{jLTK=Fd1MB3FEnbr}FyH29%_qKyY;A}{tc5jiyOR>qAY=>@AbnCB%!|fH zJ(Z?|C6#)B3I>;{XxsTy3#85ZQ^uZVZffTv_knn1`xoWAhXEtgvp<18I%*h_q(+Pl zFIF%q>^#c|%=*f=g^KtvQaW&V+%aP@%Rb|Uy|thG`8B0SKt&9p?Pi|ZOWQ#5njBgg z6&;T3@SbgBT6_v!Ml;WsGZ9=z;TvU$o+Df`q)jDadiJiFcoZTnCDqmPtdm7dgPjq( zjX>?GG{@J56*7!bSw>=lXf!OR-gCy^IX#s%K)F@eKQ0B0y8cddwR$grH%?zEWo7iL zgw3j||3(TJay4o47v>O^g`oNiR`vNj;-zZi{?yuR`HYXvQKHlR*@J(P;VK?;Z?P0` zTF1fTCU=+zVXYQpwS^s~PVaJJPC5HLZsc6iFrcpjHePxVcw(mkJ2iI(nmB+!rT}5o z^cZ@O%Tf4Hi0gb`ABQmjL|nZjO)h#O z$PQV*kN7KeC;kUT-MEJZ^W%UhNsSSS z*qwbS9ZuwUfKXh2=Si3uH*Fzlx*HvRI;NJE?pPh&4N5iG4vuGEAcYn>sa-GuyqG1h zc_(XLLl(YZGgYv;D3yWI&$GnMN*XC7Y@oCMD&d~L2k^b%VVO+N!(4!myX_|fj^>PU zSFdN#fAwZUPF*cOs&m8KZp#E_4devZg@(KZNbf3OOR1dQk1X)D?nEO@LZi2(VKV-( zzY))KlLnf^6hU$WmcC-20spcngd*X!bB0v5Pf)8CBJn^2?2_bnL ze*emP6`4EhCk*}vC>~w>527pJ9<2w~=Ggh=9-GUt0Qv`&28Ri!NN9G3ghS%rxq?Bu zL;m%5M%t+`-_+fn-xb{l!8shT9wY>ywor5uC~)@;H8jskg=*T%WQ+;A6vm|f0}#b( z<}?lro=0nH1SZ}FafJX~^r6}X^$kM%p8JZFdAzt0PZSh-v5v(vG%d5DCqo{5nxkc~ zAF2ujGlgHfDf8)i3$O-V?zs_B5LxJxmYA8(TtEw!1)f58wM3^B&go5NuJwyX?P$=8 zDR2>Nt9N0Q)$39#GTN2cOjE7*7V~Oz70y>x^Y^;C`Jk!&54<6~{rxAj8Ttd9@cas9T}4cn6GFYsr*|-Pe(Yr;D-LC~J^KjH~yJm@7aUAl^hB`_zJ|!e)c8p3ja#m$9oJjjtHTATw*T?EtywYGyB)v! zdgsG$Zhm9XnpcAc#&&x?bj6n=T1OxFOY$49G@80}^Pbe~yB>jmacvqg_=z1~U+VRB z+v({GOJ9E}Frx~)ZH4pG9s8AVR})KKcx2I z+=&B>H5wAN02&%H#+qhaIF?_y%abe^njv~}K$ICuZ!pNsGRvs(QrL_^LC9SOMvZV+ z`*Z6I*xg7NVLvn0kSRgI(?B`N5NFN2&B#a;Lwc89J89@U9Yn;UTF07=;f4k5E*sC{ zum#CFzf!ExCdWP-cj98@M_wBX^GcR&!_8{Qp6XX_47<2%S#r$JwQ&tshbK;pgyu$@ zb9y%}|MYE$y!Mh3gKSF!HK*7-c{%!V+HkxonNhN$Pvm&;smnBp2y3ZUSSm(siFu3B zs9QcugW552e;tqs?6Lbvhw$#Vt&&`ar$7@<(yMI!D(m@mGY=QmyjY)1VR6*_gbV-V zCI3L^CAWonJLA&kRZPCPx8s8PCyrNn?)eVs;|_-6S{`cAQ_A|Fd&G9pJN3wRo;0cb z71~U9fXxv;7~mwQVjI_%)UJIyr}oPHy^&Y0&Y53(6Wu-oX+_0W!FRAZS1N?E1_6p#_j6d^%xa~$$TDbj3i3mt^e*XTd*i|*Cl|ISreG&l-NJ)R(0;wr=(yWVk8@TGXb zXJAsnqU^Yj!!P+KET~Rsd2?w0{Np!{wPyc*l$PR%p<0hgDUSp|Q6PFoK%=1?Je=%$YqYvCu71l8i_$K9F)CU7Yn|l60NbWYV2^nfqp&GEBw0 zer36rg+PJknBhqE#T&i687rSGN56&{O8M<;luLp)-IDC32s5shpZm@0efbs_IouoeSq`#cycX58b2@{YL(k6 zZ`sk&$z=n&Hkbxa!fllY!@J?7&eWu;HLv(tW$vswjSy)(a~Qn5%Bd`@+dq(m7zT&e zUK?0>V%}koL|HfEK%KSag6{z}+bU^`$MW%L(P$i_uD_H06mS2L?ed7g)d$t{rBc*w zvKN!fDCWIET4Ec4wvETf&=xXzQZ3Lu(YLx)V#~mF(f?{bqd}ly>mtj2<>IB&7OL5$ znX@(9n9gDz)DF%`$XXzLQ$Wa(`7ug0!5l|=JsAghdh$F}4pISc6=ZTI=ME3Yr(ngr z$`8-4$&2pjS^00tb>eEblT9QUhpXqv$UEoar(vnnKPFZH1P;ipkk zw5w}F>qiGcqKEiIQoOympf^Av=*m;6;xnsxXpz-GmzoWI;ZN*uKQ^3_0Yax%0j3cR0Tu*A$k?p^FSt!R`W*Jh>fi-7&huEGM8n2Yp-!0$9Vu9=2Fm*D1(HK}$*rOBj#=jaFpLe++_hJrK9e?!QK}!tOv<1vKNJSLu4N(M(y(Ns4NR zXo{C_i2=kI>Xc<1=+VXeus6aSG28gkWE)JEM)iYprZP#^|rt(~N3doPHZ&KL~oe%FPo*XCM z#nNB0U%b|3MR9pHHpxG4;uE}TTjO`Dp`qcsM*^sxmz7w^{5^L9PbMNSa9j1KBqb3B z%OPyU(Q`0Su3b^v86XQbzN3$i$jW1)cdDs@IWG?G5;O z4tEj8R4P>Y?nzh>JvEsYkpT~kv5qA|Kt(hfk6WH>=iBp4KjsbHw)m|e`r z+N#HWM2u`A4_37(-CsZ%y(rs*lqG!egYBN@@tjctzk)N*tlwMhLmqkS$}mDuZ-gAm zxZr>9$pyYX_5U;nbTi6U&3m1beXUh1mjgxD9A!NWDh(4~IaD0wV8KC@V_zf$!G`cDD?pi0meGTZ()k2g4Jab0*;buw(9wFYbm5r znJ{-sq<~P6>$$DwuLm(@Z)Yq6PbY{%3zDo{euf-+-Us|K39+j_ykoz(Yj|??xvlQ% zcQ)bfi41M-Q2J0WKqXR&2_{<|cbJYD@?LHAK$&J}DbRGY6_^*l3e_6RTDx9cic*}g zg(=?NsW)+}HMlA2Gi@1Ipv8i}I0`ZCe8FelT@QZ%c~-ugHY$SsD9FzQ=x#*N{+N>Q z>Q`WFGtGO8A4?#+h*Hc0)sgyxj-i zNiN;J)ivZM89aY7t(|=l#Mj>#Y0UN>a?-=>xXWk3Y#7jo+G+8z%qaqgGqNgmDL4`k zXU2xmz^+FI-Hs#E*i6B$mhtjo^|_pk$U+ChQ_!K0qxn8c=*1!ZmnaP|s~+65h1hW zI~u&v!BSlf>uNkBG(&J-IsEI|Qi3N2b&SU?@rbeWfkBw)cl2MRVz& z7q?8Ehg;lwSA6J6I27I~F$h{*14m*DV2YnL1Np$iA$;*V%+?t%u&2FC#OeM8 z%mCwfRf}UvE)44GKBo3gsI~Ub&$!gWVZ5~TSxvsln3gH^t^s7Y!lX^1Fn!anK(1BF zdS@iV55~Ag-kid?MF{Vpbn-T9sJcMUc&ioad}poEjPe%7p8=h+EoA4MV`m#C$px&F zK^U#3{Xdt-Ye5EVIw z--%7&<0Q^&MNeXCxQJEkfgdfjd^XHD{V(;Q?8E*37*@x91fZ{?cw8LxOyUP+rQ595 zswZEr|2*#Fc@-lsKC*=0Fj~#T*9K#5Qh&wpV%;v?4|6Zy62}7AQAQt-Ldjh)w+Gpf z2s_#jNE0q|G^h;7?{9SzDYdeKV8oWc%vRS<{DGIEuGJ#W^s_8nQ)yXM^ZSZKHt05f z00owz5#FAom;$3cW@7yOrw^+q*sTDw5|!`8|0UtZ{ucAt?e_;_*h?ybS70grOa1%*es0DS zBO{-NjgHMYSP8VL2iHVb`u4blkIHIVor}$Oqa_b_+6;PasG~SpJ9#VM5D}>y48?wR zX)=&2Z;Tq;ntfVFmu?Saz8~l3w9NcjUl+l}JKkW~XGKBbLAHxz2r~1D$t;t&>8Q-C zOMO_G5{jl%f}fzPYrqO%WDkET!(xU5@^K%sc6oQ#c0pbXn@a&jjz|G-^t&-x(dW%m)qSB&nT-|NO!i_^Ipr5P=w z5tD$Xv;eU(VCgeyRNEY~9T9hQ#AOpbkC9e^3V@=_7|E63m^SX3X$_|0UuvEFDc;k_ z$QiR^#Pu?R@yuxJ;sD-E`v95^wnrHepij=gJWv772G}nJ0H2HXy}a5&M(|#?dSv?% z7PU$VQ)qVg&~YQ-d-kij6Ii?zz`+JcQCK*u_}!0GHdIum?pZ^e8EY5RD%^q;Epp1& z*e24$+6?gmR{-~zi~n87KYSJ6*5QLES!#b6)Da#JFF;A$M;HuZCY4tPKfsbSl3?N- zixNmZ$ApNERUgKn=%xZ8Mp7b_z&(tYT$ragw_qayRnK_1FavUqe!tq#@HBlXR8e1A zVrj8utUu~Db`|RZ3rX0;EuT&sg)B=|oNP)X0swi+l(;OuB$wMEbfSF$rW>M7iHM{X z<03P#IFmQiP9E7#(gQBQa0||{Yq*x=VErJBl$?=Ys_)@qX}t4#+ylbghuI5`nh~|` z;?>xZua-7N_1Za%BBx96jlI=e%UVrCXZ4EsQYP~oHSbbjYFU<3Y@Di+E3aT#cpml%eL zRqJ68ANB}~;TMERr@gnaLkM+)(jZ4!+{_fScVVuLoTkAG(F!4fk@8q#@r<#YWiwbu zF2P_sQKMP_{}LY2N=ss=`%uaCyWUm53aMw?BHC!8=d-p)EgsSY^x@>AdEMqpAYqV!UD-oZ;Bz0i(GIB>HnXXS@d%uy^ zRJJ`Z5@=Fjf1bmka*?lSyi;?Tslf0xi!9+tW#~kCdweqc$ZC2UP9q>UrS=rfyP8lv( z%rvHuQqRL|xKCFeG&BxF+>StW-gJxVbnf90r=7~6`&8FNI$C} zw%=ra!&gUFqS1{J6G0mD^rb$4gRJe*1kyG{_7u2G*4)8%{>hHvNE3`)Bx!~$xSJa` z5WntS<_iv7f#(yB)&eCx0}}qtwD@IK|u%Y{xwUs1lQxjN^R8 z*2o}{TLE~4t00JZ3ymsP3M=lq5(Cmaa*_Ky%+60kLF3iLh6fve54eneoW(?2UPeQB z;|u+7g*Sc~Fa)cdg;RprLO;8`yJRFXrq!)NRYE^0i3WM2bVXoTfNNt{;-1O0-NnK+ z0p^xtvr6x;dMG%LSPG0@(wY1?i}S>e8QA>OrtwZXuo7{iJiy>C*nDARe-G9!TOdcg zP$8s|bZu^Y!@!&&{i}WHT5r3l$;X0B40m_ITj{#L(q|H2Zb%t2v)CY_>LY}e-z&mU z_Far>Z89P*5FTksro-g(t%68Z4S~I+GOeCukuPDWjSj5wZbJRPhIWNhB~r=veHI{V zqDpdW^C#wfpNwxDt4(lS>DO$tS^i;(qniRlYHEH}^C{>giCJ35&o37y8yDG+fLO}1J49&%Hp5tB6braUv(=H7~d z6p6={LZAs85QVNy3U3nkdN}5iA8b>PEod-)pKC*sv|;H$F7Vo5u^o3)-;VwDYA-st-=J+qxFf~ z^Vy^uf9m$XmSNoo&RG=Z22vmwCiGktUjp@qpRo35q5D2luQo19Xf(Id+jzK5wa=}) zuXm62`#=Ll*JP!-Uyh36l>11-0~Y}bDr z&@kGg{>#QI%kXvr#o!c>wSa_<3V!cm0nqudW5PFRyecuDWTLnH$f~d+!}T;QbHriS zs_iVB-7079WhhH7&#uJ?qrJJN>WJ|b1sE+Yt7+cQDEjH_j(FM)BJ8cubf@?_J;}8e za`l9n@m*jXP^s;W*&2#c$rG))@F55aST1X-Bs;g19yMk(Laen|E6~y(eQ2amf_4riHn1Rt|I5;lZqoWz%i{S7!fu0NB zyyqoON7HW@K$zd9RjZ9#+7eiYUtf$gVE$g*2?jvE(yCF=8t*hVB))Msx-l+0fMhpTn_?;SLzkV>5d}H0zo5GO{8g{ zr+9OyY9p>#?nI;JV;aDQszFHvong`0daE&EUf%D^erht1G+8J2X3CZDx`sb*OuX6g z?qE#L)By&k`fYX%;|1j1-mv1<3OVE`tdT;lRnKJwEVSFSAkKWMAzOTF%ujCchw<8A z@ZM^jk`5>ef>Il|HS1h)aWYIP0(v!2v{*5#G%E1-m+wB@Y#;vi8Y+WOtaLwOa6hiQ zU@7;opsTOQuEc7{#ow^`8o$L^DXWOJgE87f36D`)Ou*U@hCuU|-G>Umbc{K5I{?me za&Y6p#F}xkY`RvF*l@hQd3|wxUENV>s#f7}H+AVvUVSlvU$$`xd zkma-YV`7v3&;r0cyU%a7TauJZ0t_H87OhYUFo$_0dh2WUKrr2CHt_$j^(J6d*6aHJ zLQS$z!nT5mqPWzJnus`&2$raTQyW{k9We(yNI0PaGM1&71Bj@h2w9-H+)8CA%BZM> zAe1De$Skg$7(@k`*8lUobbi;hJO6W?-L9SDTJQV)KEwUo&wYy{ObG-G`lR246;ZoS zq3Lk88@BK7B&L8RD};`&Oo&@_@ssweXC|=+ZE<4agvt zC?E^i)V^%6VnT?50DO6PPEa>k-;f&qqdtPm&~S@_8!P2dZfA5;Y1->LYBKgbbZ=R& zzeb5q{#P}R3~5WOigtWfqR*3QJU^U%{Cn*@4y+U~^i;|f+e%M><@P#d`uszla->abJY3tMnQvlMrO)hrQgM|RtjO@0I5?I6=%hW zJz`H7olpoM8g54?NnLR;lUfeMwV~lL3Tt=BD}S(&27XGR2@27d751BXjQZ}g%e5zCOoc-PSc#U<+0$WdCyhe}7Op?&m^5m)_$lab>3errysQ{sbbeIIo2?;e059=+ z8k8UO(P8g@e5S23{BqSl)RCbLwg%sZ9=m#Z!j69o%^1<~*0tmxQ`)ceIRCb}x%u7N zeHPxcRy)LhbUCzq$3Knph72C;wkI-l`^c;DBWh<1@YR%OqXwS@Bd%@8oQKXAHeX8k zqqMmw?GjcHFAqK)nYV{|4r?K*90;}8v{W~knV6cIvRFFByqEAyosTTczZf;P=X){7 zj+Led1xQMae%b_n4dQ1kJ!vbHPfN?5B70&mmDU0Zf zaN^hwdq`BiN?1N^s4)1u|DCCiGTBDym)40=*W`#6m*Z~Z~l5yb8*6guF;hCe_e!jgUKmN`XS?ZboU z9X`ro=i~dDz%D%oS|z?!JjJ?MKhJ4Q#MQ1J9qj5LTw`_c+h}YU0XyW_J&th00oE#E z^}-XLV{LnBkGPFJ$G0;0`h*MNJMU#{`?xvKqFHQcY?KWmX6X;p;uxf7@TL?g7B48@ zyn)|#M%_w59qj7Cx>rl}pQjx7`F%}!`|c16i<_+(6^%nI6VwX?unu$1U#OYyS{NaJ zP$NTvDu{Fjzu4_|u0v0cF#ucHo%UznujN;=K$`-U3f*GPU`aOE2JA`jvCOU3cmIX>!>kN^4^446jYr zZo)DX3rAkvQt)Q1U-GiyX9H%`n;kvzkhv^!%5$xlb}l;I(;r7d@njUa-O^GU`Jx*U zqS~OEIyT`xdot5l@&d(55ovDuV5_>G1r^Z6!2f^LHPrJ6CD(&meRhq(0*93&#>Pi& z%C{P-f=zMPdg+oC&871)wy!c83yU#6irp#gi6|P(6I!%&crK0hG@?n+bf64**AKQ- zUHwLD#ZKzQv&aAe?bB9aNiuj>cJ5=o#Or*C=6B8>Skv%7(7VlO)|Cz({?)=m{;?-L z@8Ul@E+OhuV&ngu5xsYXmB8BH#mPI|TwSensU=UH;*AT(alv95@7%d#Utp(0$ATHI zabQK)jF(;+A9JdY9XmFs5c-Ys3u@**Z{JINb*h%5qW%-d4W@U}} zby)}32i8selp!|O4fo^pO&O-efvw>ko{?4wTb3$|$#A7c;s)wO%_t zC-r2JYOko6c$bW}rb2vtsf)7}pV9LOhZ7CSUXQwA!u8?}$Lx0xA2>RF&*S^A*$>=2Mh-Y%y(UH>^=%reTf&MMFt1<-gb^fA zZjGB`wY>5BFo(V2~{e&OmKbfQjccdVM!nN)tQX zqLGIDz_uqAt#(UZMaDG`p`A2&|Cz3%xuE*HS3!>T3)Kc!#UkYMcq8ntMR9fV@P7EpKi@L@*&9^Jo5>ONItr>am5>Tcq)9h@j14|rq{_rI?hf^aw#GyAp8 zW6vHit-qRe&2;0j)Gx9l5ks-EG+S4CX-jZ$ddX9g>)1I5=!=wThSgB6S#oPBSAqX* z+*rv6-=RdB^`(~%`ox}qGcjs+PpgD;=gy(umLjbU6#?{V6xua-c@@1;@#G07OF9qq zvA)tC;k=alHnb-{8-6%(cbISxOU^e9EZZ4g=~Z=_;sDfsU-rr~;|YO}vmS1~l$x6A zqsy<{p!#Ne7>`dLaW49YPOD;dCu6rg;uh{a9u?`+*Tgp0?(|wOZ$UK#j^l7$f>iZ* zd-NyC{D7L8n*Qrkm4$SZ%gR^hJuA^K)jRqQ6--@I;kaGDjGL4DQ(mJHz59vxom77= z7v3>%iq>A@3n9F_ZR7ExBRe_FIJ5p@cQR_l|Ij56oW%U<0NXXpQCz0=pAPp@TLWQ1kmID_w#*uw0ZoSgh;8e@p%OxKceWcKYPQ9k*s z7X}zx{rz2fhnxOAzBliBy?bPHvtV|9W_hDH&;Qb>CJ(73rvT$BopIk~V~eWmS?#&wB$TP^B@RlW@6ny?$rL7lwfV0XUqPP{FI-i;pUM z)zqnQj{ZdbmMmEosMtYFGn)wHz*#;)n*F~OJ^=UMRsgM!^*+7^mHx?rFD z_gJaG@n-3cves+Yt~K}p4xLK6uF5pze)9(g%#+|!6T=c@62ZRbRI8yxSb&DfiOIx% zOuG}hW$tuf!-dg&QyDv_7AErkhIGl8t0XzUs>*H0l56{2u6A`IYrT5)DmY`Jt*mx_ zcss@iqZWv6^24_*RpuoCUT}dRY@2b#*=T%gJK`l-cyYPf9nnFV#`wFon7fyc4hzm-$DErg18^WBs99haW@;6xJE0l zFF`GDk0A#mBg-z^Njv-5l^Udrabx&;p~T=%`o4VsBlK^<83oe_Q1l%;9iAVbSmsy# z?3tSrH|tdYiR)mtmeDaRnEqmSfW!ASHBWwie%_OSjx_y0jGGTxv^+q^ zL%6Ud0cEd(%+g=%%m8L3VToU?(`KYsirDUlswZz7@%Y-UDfAxXpXX&IVj4?<=O8Sw z*FJQO*4-gy(8yl7I zGm4oi=dL-7m(DzXRGUho{s)~8v(}kTl$a|#9C*tnuO5d~WnAf+{(N`_VnuLlI(|Rg zKJIMWXBMsPA=O^N8`X#e6}{_=H?Pf zW#=vYbt5$iMkF+sGxD%GH!iugy|u}D^l0A3UJi$nzlB5lXGL!E++~?>8=Jac-SVvW z!1Z{cKU3<<2Cl$dR@-Gy_fmjskE!gjVi`4VPHnK_Of}y%ABbsewE z296IjDbAV2HLmjEXf`&QlwLe=cTaRuk3dmgYUKh?5pcTq0-m&V8{ z!AwQX2$7uLdTwD9A8EjfF(||4*vo4*7_^-L9~u>j3S^kQN`PnEev7=MUUyROh>FzC za3b0WvpH*9PcnDz((IM-taxKhlio+K4QtzL+|lK1TiMZ!;XOgm zp{yK}kI)}CT53as_`x8LCL8_zAJ)=qs%@I5_Es6HwA&_`*Oq70Wi|LMDL$wkXdT$A zIOlY8x8C+{%LbnfSXSR-a96`Xb1|f9JMs4Z7$3qOOOl)NAG#_h6Q%ZF>Wj$?5PU4MLE9G`h=@mg{#TC_@W6@&XHou*ZSf9!l$?Ryfz zKDr&{hDo$*k5KpDMvna*qwHznhozLguQNU?IA=_1;k1YWER^R)MhWn>rKiYm6Ykvu)Fm5()psT zDaW*t|6ycLYYGjuuZbY-(gIr0JBZn5%47@lg3&k^_)uDiD}&fgp&ZIapi&q+F*Jc> z*YA@ChG*~Iy}P=>Ppr?9MY!zmHTT?GAJS@`9$`q!tn8p^BWGIy$VE~1d32x3P|S(H zr^%-7rJv(u(NO^Q99kWHqQ`c`j&8@;k`nyw2P(M%y;C(yA=pl7=T0Mwpw1rBQU1!y z@3i%+U5=LMgLP@nv2M3Aa({lq^gJrVA&sN@U` z91z&AIOk0XU%LrkSE|_;eGn5D-13md**}&NSm%FeaKg9(TSL_ZrI6#>5CmUGqFp>Q z-VQBY=c~N@{O&S%O^EX8yWjK3q1B+v;*&ZKWi}5RnrAzpb?MgJTq$8>o#N(`p|5OG zZ%>TTpJHafdD2{?<_cNf{=Sj>?F{KtvHW6mBYbHJ=>-fsU*sQ~4AvqZ&H4RQJ1LJ` zG^?GhYGTS8_W9mR-Z(@T=GX-!#`zXl9vwmsNV zA|7Tlh7R=xbRm{!4;+>*M7QBs>Q_5q22_1VPB?b#X;XmhkZ89N3Gs&CYnQlKQ4!Je z^k=4{(RA-+w?-sBq?(g)?FYPe8^rcmMGdF}hFJj0LJ%;R>dN-ec3OqastBG93`Q^; z-+5LjNaYufLrt&`7_|(`eDXc|Vms{k(y?QDDpIhxXVGx(-wn$6E1SkTZz?H8Y_#Iow)T~)pOey4y0U!loH$x;_{@;LQ| zXT)IM@92d1D6ulXA0yn?*@c_8Zk2(g=%PgLcCT;6@eUC4}PNf3~h;BqiVEY z396&P#1*O()Urq)q#R_4i?uhNEd_xBPcX<4^)a#ts}e<94t}NUdd&xa2@TfFOWtcm?ur~402 z#>MLT!BvBlL(V&A1V}=sYkAAif_eAcTZX+lrM355&fAm^>v4xDmy2f!z5)O(G+rtj z5!#ZOTbGIji?X{qjPJLDz!KA_zqrotba~@q2T+=b=OdY5Oo+OiN4TbLe&D~1!HK9@ zCyC0qG7zlIH&D6soAkWQ>kPr%lQp zly|3Xw71T!+D@&9PjN-9TI38^i8nEzy=2Ra?CgY3kJ}NQ|Ams$RDYifB?H1|%4hc7 zfkdZ8FGG`yTOJpIr2I4rhFc6x_pJbTbS`LiMq9SFFQZO2$3c`n0WO^svQJtwD%1Qj zQ}m6#HG>nLuStJ4x&F66oqOB9ElV$W!)N6&@;W8+!})sOjiyVyv^H<>)v)34lqwBY zGP>QI9yp#ZBntI+}J7pUNX=)u7?WoOo9(uR1+)s?07rycJn!ov`cp_bwnp*c8`tIdZ5 z3w)ebe$huq2;U$Y`Vm)$gjrX==Wie{T&Y1*cfF1}0_*ez`S~Y2zj|F>JEOORD5xkv zkD8kx1n0d|P{pRJbpatLB|^ao15Bqxb2axx?b$A#WM`HJ$NA@8@$;9i5n}en`i6X6bh`M(9$#OD>%iA;866 z0*D!^IHXG826ZOwsC&{CNSzhwlg?Rs_3EN5UAWyC9&~H?ySZ|lZUcfYE*8l_a~7MV zRk&8Moq{|ZFy_UAkQWPVINSDb{Qm{+iyN!2zk20Q&)~`edRLVu>3vxa7B-An*pko1 zV5<6!9MZ=r3J4g7d0ZreCtD}mf?{(A_*i{S20(LzI{m=^Y!dF|(iTHZadq9b%B$xz z0fYUQE--Pidcg(MzDIG3$mpX%xafEv4Qo3XQon#>(DJkOp5sX`VWh0DTG@KXVA4Z%+bx)>NPhHE>_q^Tz>pzQ?#q41%ape_AAPl=DC-DVd7KcTAXb9LF- zRW$3yZ<#Ei&+P0shDTKFf2M@0@SRI4`vg|;VA_U>TqY^f#UxsXtQytm*C1U$HDhf1 zf!NXp;{pQlKPski-Gz|}JR0^|04_Nh-X$}n^c3voPw{$Kb><*5e%ySwG=(+$B&O}F zoTqOr_$sU?pe}h#zt26m&-xc@9I6XXdb*MFq|p(IF>CV+^XZ#EU*)=sAMjpYVl;up)D3t&F_(o9;)T2^eGobos<2;}to%!K?Ze(zR4aUSoeIl#KK1WAVWrLJ z(M1W|E*7d^e#L_53`Ruj&%DAhQ2tfhj?M)3|BCUEn)dtiI_`TOQN>3=(WXRN4ff$i z>1FeLFdQY26vK*XPAJd;XnwZ6mwarv+$wnwFz+bUi9vI$qWfW3krc_4LOg}YP#p~) z+XSv1i$bFI(YQJKKQ~-m+@2fvEXVT7NDO%h-b^0Q`-IAw(=}8cu`MhQ=_RI|ZSJEo zALG<*XVKl7n$>j!!jn3)3t++cCBqA<_ID~ks3Ofyc;1!zJFn4x&U{zTBPU{fBnq-C z6G@FN_^SkMRP{o$6wIBa{TucLG}3W#^9nalGIv^aWSAz+_FhJae)D??Q6Nk91u2*F zwx%rQ(9d`#%E_p{v1>_0pDDxq(Epot`uh&W~G!h?Uj7t^lWlQOG^EZ zL50St{X^L{kfZ*xOy(lU&lvns*CeHs)ihRx1nS4_5S9#5+OP@!T!zNG6A zmedTO_oBPN2_lYvn?|g#as!)j)OFzDffLg;w3a90X z0aSMClTP2Sx2ZX~tweJ=B4J!`;p3xRt;Q;iCc{@ZSJ>q~xMjW`sl1&1=!A<&5qc7K z2khY@MY`P@>G)!`&Dnx8uHjI_M$z@wUdB6CI!J59hGTRz&zeI=6U|%00sr^TXSJjern!6#0A!Xk5orS|gF?N5$ow{VxY8Zl~<<{4))51}j7&BSc)G zQs47>e?~3PVj0FwU+nF9{(rdu-Pnb8Rg|S9TBqQS$F*7Y4|9 zla)Wt&+m)oyP_kZf123gYnEO=U%$aA;@%GZ!~F8BnT@Z-J$q$`c)@0ALvS!)BH+u? z7QH3I8a@O;r058C1O_4w!)OYukXnZ&Ue;OB$d%>IwLA`(mZ(ctJ#}^3@TGd-Aj{+r zdav*7M&=E=Jfx;i)g|3)8J~>(e#FkOOqmXCL`+8AQ1CTFyeT{?E$$XahDobJ&`2qr z>qOu-LPw{yz0=Xsfmd(0#Hbc>aLCuWD3B!@;-Ma29YmEzdy2Ysc z<4%CJTm6{wSb9~m%V7sr4rOd!$x3G zCn6iH0g3p)!BzPS5!cXSkVOm|=38LLxdLM*wlc97rI&8dSiG7QJ>Bz0+M_ z^8EjX$^WEl<70qz<^uMgi@Ie`@u4!gd>N`BZ6KQ6U^DRTYaPg!D7gB>>g;4Va@+HW zGT3J6vcY+ia_h<1rPPFiwN!5SkY51yASqw^T?NS!4bn47a*-^pEX{$j>7%F(!#t0G zHk2i{7K{nZH4b8M%YuA(m}6^FdC!WYA@xUbiGFFC-Z3TlS$9v$7*yXBY{TX7}U%`5|q*i{`Id29d7vbIOIW^ zOiu>Yyg`R0OO^!IZ@0KFr>|=NmBWlVLuIBL_W1r#`$JA&NN?7e=NXnTXAod%knTTH zK@2&?NZq?cni^t$Spc;s3QV#kYnwui8=Mh$LR34)+e+&uF^C+;qTIMS;q6q-HK z$=m2kfXO&#aN6_9AFsh7aQcb4EL-?aDw)(dOrD%;SB$Yak)JHUA73KHO}i8sj2GU> z+(}tT$-vMT%(;D>d9R&JcDjbY)A*31#u zT9_Ovz)Iev??+%Wq>)@W)>btZiL8L|<9rluiKGNrFA(bt;xF?b88^w;lwD+sdN)^I z20i}B9L_!bmGxLi$&|%_J}biBNWzAz6+iE7xc@}V+W&uH}0 zPjNVJ9b8*}FYv0S3EQxqBjhgne`wf1d zW-;(R@2zeKL+IXbPUlhnR=E~G>U4(?KWZJ z>wY=3gs@r^uEYF!Q?_i~ddO$r>jPFa*Y9);oMa9o6)Ov9B%>{1r^2I+*Fvg`v6Zgt zYN`H7V%ytB%n)V1ub8^Bc~KL?uZ6nI%b=LJIh*-1#j8&~ zLH-`)-fyz#%pX9+RZmA6QwxKdwlHDCnEBr9t3)@^m50T_|vM@)6 zUMyGF3O!uhEO>AaYRO5;qKmTbf;5SYUG`t?gil=Bw*9TJKdp4RI{&#=Y@filxdT%P zZUf~h2o8cJ=va%45#O5AO)w{=e4|Z;=?@>}-T=TjC25oO282C;-gvvd z(7(*A?>C?I7j4VPGu10w^BQg8E+}Xz!b7A`ezBd9M-CE1U9G%1M&4&Of~qt6mAU7` z1)eZmlx+ZD*5C3B_+LZ~JfDr??Xx~#Nf4ouqo(lg}k;`{^5W`x$#OA-$(RB6& zV29(**)!OvdGaI=tek0QvU2OGGE=#YN7twOZ`^1C+}<7>=Tjyzgz24>M{D~--yyB9 zP`paxKf$Q_jU7#?jjdw>so?{T43i>QDYwO4I;d`9y0KF2XIJls2y^sAk4#w#QPr;N zDjt7;%ir?$Oi-ZCd%`>U`FPUSN#{n{OCfk93ohl0ANfuYNY1p z-yH($lv6C8zIjHI_$+0#Dw ze94i;M~Wh6?dkTx7l9G8Zrqr;a@Vo1ZY@3N*X!iGy4*#NgTxS6=l}DJ+uF5jZ~r!R z{GBHr`e5{S1(Xy(lqLD<-+1#7gPuHL{pL#E-HK_*es?ke*zl;T6{TACJe*$|OuYn~ zwY__2P`P8vZ{Y*OXWIW*rMY+gaQ*MqeXOe|q<`L|jue=%_TEJw@LGCGcoqCmVzMwg z8ts{)pZsKL@yzgnQ~c_`Njl^+Y#~ScDFzY?Zcp~D#n&u2c$upd=9VjtoRE5=DuQN% z#i_3sTF}Z(R|BUdL?L>LP72bRGTz2LA>sMqxgq_siXX)ZY%DqpdD8WrZVdmV`K#)~ zhcUJ63Hj;qhAmrO{Q28=r%#`zXJ8A~db{@eH`81_VQQf|{L7sW8DVT$deZX}^ga6m z1q(yE_N=h$t1*O}O~HSerrOi5zT)!j+kIlkHH=+XJ<{({!&jyo`nzXWPe;v9_4Ntm z=gCjas{DZo@A;ya2+6}Cm>rM3KGRX)`%ci~EDLw`8X z;1{4jw2u}_8Mhl5Ihj#NdGI)`L}qO^)*VeWAc06!w>vymDmSgkK&LV)#T^M{c=405lODbxq;Nr1T z%((vhM{?6npB~v?2FEGj8yD~jm9dB42OGi+^xdjnyLY{~VYFrJKNDYD7qGwiY3Ak9 zhQ-$gcW;}J;-lLKl~lZ1+-`lgN`V;8X-`o2#y72_oFL!UY?ws(!e|~?;Mg>ZxtB$Y z*AEEKhAjWI6^Z5On~gC(4&ug5BhDv+3nypSV_8#vsc;k|}Fftb7KLhR{yo;dq^ypy(wq z9yz~d>BjA9miAd{x#{=rhLYV^=Z6;`{j4N*NZDzKB=FQGGqfi;O@YPmwnCLv2`;Me zB=}i~J*@LU#-t~-R>}UtinkC496AEHRT6SoO89dkoyNTlzJS+ZB5V8*MD2cYo=sbN zq(O2@SXN&%Y`FrlPlNg==L)`p-w5|DkjwRO^P{xgzepo6 zI(O3~^D*~hw)~lP6tRFop4-{XiR5#idL#?{@I{S7DpJM-R_{y~=p9BktvZ!Vmk(Wc zg{^PDv_7l;Gvka9d=En&M6V&L%Ulps92bd7Cp<0vw``ey3+$I=A@4IHng%{3V;Zjf zEGycc`M5;nI3zJzYWsQntA|^xu8}vKK9{@~HW4;oY5hO_91+mRE*#Jt8QwP4(eX9hYw`HiEHoajZrPeG}wKj7Xx-z>fDWJVra zcz5OnUY@t2d5B~4`kEM0P(je`^6T{%%UkV)T@X!!eZ#Kn_esl^F1^@VIV1noqere9 zZ|M1@=Wo&;lDD0=lj+jyR5JB43JT+!2(774Xit^%`J#dLe)TU)*3-2L2s>||U!MyN zL*=XIChtwGNZZ+Y=G8)=q^Y1#jXid3mvh}xSkS^YOb$4+1-R+f?c2Av8ycTYOl%68 z$NQY{ggj7SM?GH97|8EqvZ)ff;RF9zCUb1Ea7h{G&%MPML`I()yg)sVpf)O&7NiR< zGAeYR-*;b@(Lbv=ArZOkwcskS(k`8Kj12il*6x#u70PJ#@ekf52#QQ`oWo!24udrkc7#loLpX!L zGn070ps6XABHn=xhDNlG=UILpZ<=|9PUxq?p#Xz8)zmR-ef!uQAup=j@hbfAwtL$j z)}J(ADQM|}lvP1vct={sj>=qz)>$t2DD{#KTY=~JlMBb~zjs~|Q1xV)GmRb9IYr4M z{G?pCEG0uyp?qR$fb#upl7LDOi!8h7L;jv3N&&sN##B*8o4QT~zHxKinRPtMavIGz zgtr?JZkH6sn^5nm>-z!$oMH4vvq5x{1$*HFK`Ej%abQf+Z#!#-9hXC%huZ|^t_fx& zio~x)+f2P#=ER`8C#lX%Ui~`L;j7B7aV;X$A`|EQexcC@5e71*P$dWOa+vu38Zgl| zZLp>GhJj$vaEvU`L_@uja24@HvDd0S+ZE8^c#}gxW90@}I}nh7jnV%k9oiXG4r(u; z4{7=gftwwD!U*$Kg0`YO@9r*Cg~yj1sC_sr_<(oKF}`#mr}n zbTrl7Rruic>$rS=WpjIDw{Jw?RDbz=_1k`*M3)W-Rf30t)8Zy_KZYKOJr9Iv1l_+M zGoZQu$eqq@R48jwfWG0w~c{!bzp7bz3pO*|F}s#$t~Jnht0T&EwiV}0AN6G?fPYX)b>wGRq) zY&x9&aKofO>Ys)@m^>!1BCF0F_9YF23@%~r-7JN{M7{vH)NO$>i2^#13nONk*FmZF zRn-R5{O+LW@GjwhdKo0YpYH`yhtaCtI>i_EyRiVs z?P0#g(C(tF7{HwVkY z-@CkNDen<@rPLeB4=m1)k;`7UovN_GukDwa4sKp(|5(;L?OL$0zxx&W+Ivcx-zYo4 z^_RfJ%O!&=Oh;NUYOdpyVE(Z#93iHij~_o~+VAe}j(HZqW6@oqbQu51%q#$6*V3Jm0F(tKP5bE=0b>G}w%nyD=#$Cz&G^W2 zU3qxr$YN8Ud}=*g+fL&}e}BkDiD%CaoU-j_ypazotQi5;$+ey8z=Wnvy8HoB?3JQ+ zqhazgO<49ouU*4lx1fc_2}$VEBwj(*F-HxluQ2$(?Ennv?;pWVd*Gix5kHzRf(YDo zm0);6R+28DWvbgc@Ehgd0p&s@)W~M2&c94bt~^paTODD?n__`y7lIPup%B&+W-I8J zgnEt1Mqkn(4H1+oRwEdccbQ5)qHLtrk+~@7`L{(aBiHMf8tGeFJL*YmE|*%%Tax0k z>TC434!@fVD=4HnaVTpGqnDyuIcMJ71xX`dAb$8hC8(yE4EK>)YR;j2j zXBS2(y>=%&lW*6v(f%+2fRawobZET!1qFv!UrbI$)em8PCfbM+Q~hLDZUi0nh9$Ai)4-&c~J=tx*}Wk4gO@&uqmYJCCz%s*Fi?g%C$@V`d*4^Uc=*#8jB)8$aQghdVMfPf zo3`QQtrm$)nG44SwZ^^bWn|G@-+I#XR;6RetBlP0y%sGyWc!n;Kti{QmX=G98|y`Yi_zKM`H5am%h!z4kEfUmN;|EDavEX2G_3@UiqV(3GgDA-tf z`Y=xVt*gqTpc`6t%{#EiJWC~kM?>t8{Xr8GfHKH@Whur=@ic(z9ZBGn^{Ge|Tru`I zWo$JncibG})8n+$Ybi>g8M#`)a{S<@re$8oPS7Z51WwCr1%{` zTb)9EPiy5L3+1Rc6~NetCoFpK+eta&&v9lL+`)ri2&Bt1s8KDCT_ZX++rBgF_{XxXY;+q!Q6!%biWGt%JX8Xx@V8Gy5eYd^?}2vau`S|ab+a)Q zSf-Yp{GC~!!2R1YNEl$q=I+^^auk0^kw##`h6OV&ymzHhn6i!UUw=PL`O=c)LQ9(8 z3m)za$0pYQLA11Wz`vpqKv=NFQ;E67P|FR|=-+r-B0VaVj*Ng=aml1{B?l7tWOghR zTt;w(_5~BdUN=;kuK?WW%=&|)iSH`5d}PgaNEdz^#;c-RO~O^tH8Px!l=YBpbs5b+ zx?ib(mC@7)s_?+S?EKS2{Ud#7<-E4zi8rX}jVcn`j%9pRxm*9GHPgw$aWBdcYM~(O z1jdn$WP6%O4Uv&$Qn5CLxoayjfyTIqi}iyvX~&ax4Bs1eH54eNqPvSxgMQn82lkE} zM$txU8>eo;jm}jAEW2d1b7WX9&~~Ya=-xTf8QYyZAzPBOsQBi)$`E1hv#P2p09;C5 z3STXTuT4QA&;R`G_68XkiRUk<{XkZcJ^-5%!>G-fdjTNZ9$RG9-;8T`s0KQIxzr-y z&A30}^i$##!B&W35FUlOONfU>H^S0fs;`Ta4FPvWlAUFAeho7>iVK1vV@bFJjF@S$ zPy^^mo%0fErDgWC6Ws9&uqi?_+E_RR5|+gmaxh%S91YW-*jEy);{yF zSx4rb%XzSWLg}B`yI^Jk8+wvp{0h=0S72fB3qO0<0HTw}cG6UYGL6h}TM-js$8FEQ zm*u5<1M1%G{5o8ArKUZw8;8#RJWFYZBVgz})G89Sb}XMkhiL z6A1XphDmIooYHdfN5SVgMoi}F%cc>h;hHR2+rG_4STs9YUCBq*S$FP4(|}pMrm!g5 zCwDwCv}v1J-e?N;eNct3sFu}jo!by-$cpd(-zJ|*g ztRRb8xgm2J|xDs9t?Ri zE;Hj*P~4l#2XGYjQ@MK&;zpkMXL^A#64oFxG_u_!QYX|oDpnI+`faPTX!&KP zO<=`*$Dw#!TBf%?ZEfz>aiy+(3KIzKg2XF%Rw{F(3(0ese=5{y;QeXzzwZbk%WPGq z>?8=cr*qq3kyxOxUWwQMfHgQZ>ppYd4n@`toCy~Ml|2A3ZY zfX*%~Gv(1=F?@7q&`Wgd97u_`puhrydW5b55F)q;Ls};L-h3Wyn2cmt9vP_`AZ}IU zV?IeFloONBE_WBM5M+I6qWlcuA$K>~)nA|Od98k-ZVe$pwJLM!vyhb3EAr2jxiE4R zZWH4i1=7>Xp&x+&Bd3W6*P8yacyj*M(Sm+zX5(T0lAtfQr zPkF`X>h$wOnPVEAsw_ivHB{ymv?y3H0K}{mu}p!3NKR!B?JUE`$;YJJiY((|sWn^Rgw>@TUC3tSPDTEJ z%mcH4VzbZwakS(|`-OVeU(WmJ#giv{5EYjqv=dQ#$p`ZmT$y#=+FGVR3|JI7N8XBx z1`FK5prUp{*e?aC&F9S0pRI8hkWjHy*B55!8`xSlzaf1$tcLG&n|3GMa+w(vqTTD)k=t8*>RmGy5R4MS{lMb?&a;v z{!X}uIy0VKP~zWQt0Y>1(v*`ZF+sRU0*vU( zg6D~ct<{EO0`~@uho>bAr23anGP3H2KU(mjtayt?5$U-}_2D9bG={0{KU!;gK4)lhS4?Pot^0y@jVO2eZs!CSX&X_)}CQajQJM*G7Tt%!lWYTvssnW<&9wa7y8hS~K_JEL{SqnOHtsm{RXs%gMzpMR6(~dNy8N~1f zJ$498BKp6*$j-`~>BkkLE^off8pXltsH`AbxymK9PK&(==7G=u+}}A8{Fn|2DFeac1&^cZ`IKs?b~K1RY_X7sXTn1YPX-~V z8i39RrI<>cm zA2_%4lT`@(AfK>iBg?)9{#9z{W4n#3mZrB zW_a-LL)Qq35pM7{l>p}-%S@J$iw7JLNRB@|zVLqN#)Ff2B*`^%WBw!cPuN?3^rKq;gp&`>#VM&8e4575RRipdMX82ElT&n;cOs$(*4BV> z{|7=pEzPr1UY+o~gq+K@Yttbwi^`*aEEGb7`d5CRRF)BvQMAq9pOq0hS6XC%F=cD+ zJ!V>xKwapz+4>i1h-W2Wj+F5@(U=h-@Dqkph6T5NAUE@rkgP zVAPGo&7Ny4^ewG^W>yyxa-TMbscFA$-Qcg*G=qeZITsm$5hX zkZI~bR!zI*WL2uBcE|sSK^V|dQqS6s8;NZdacx=d%vSiCT!P^Gx{kMkzq4+AV*QjE zA>k0F@N_muXkQiP9;Q)|D(EzeP7A!udq#NbDO)_}m}7z+hmqlm7r9WbuMz}(op9Av zf1jbA!MKmXi;04Bz*c#k)j9&@`(uq^s{v&++MiUY|^ndhAZQy%= z*#fallMM%9K_m!Zw82-lZ`m4=!cwLO@({GHw|2VSI5ydri3R0C%dhAJB^A9fbq8ol zN{Y;)S@mLxX6dqJI3|#}{|=?QU`fcXQ*XGgtJ+gBdE<;e@BFzotT$%T3t_#li~|5$OqT!DWczcPBEX7!2qJo^G$+nY~r9-Ww!+`42R z^6Qw? za3N-kK@Bu~S%Fz;6dB}s2JXJ^`dO^eobL&Cs`Gcfv}81Dqzs*#TBo2a3U+FH`bKF9 z%i2GyDx}3lT7EgWB=I~F{Ai$wPkvB&wi&UT4b=nVu75wm_CQp0QvG_>*FFPLqvyp= zE?^;Q)+4$L4@##62i5eGPvbfs# zOY!FH-E?4l5Z$Jf(vD(%i@VRWYV>b8)b@55!em=U*$78Sz z6Nz)Dt1q^VKWDcFD|krwr@xAi7w-*r-Rhd+LOSeh8-Dyv`QGP@XSr98?+7!lWeE-e z>dMN>O&7nu6Ju+uixJsnL))W1u43*)SjG722U_u)dFq>X*=8!sDxQy)4AX0QzROq| zfzjU4K3zZ;W%Vk)(SE3R$%EXO!ct+!5_+kraXUvI+3sXK`q8e~dDQk=PV;cl89QVI z(GewQ+86P29p{+Zw|4ZyN&6b@ZRg|52vS@oqQ$JjW5!rpmwY>0pL|bi)t}e= z{-ufJ)8&1dZ+Bg_!F(q_-D{59=t%J`VSdOB@X7a&)$!Dr1tIPlt?A=n*YZwc!_2k; zCKd-Rz9{Z+ZnGG)YkF^o?$~HWTZ2NIveT-G1lvm;v`|xvn@P(Dn-GM}Xf3Tf@4fr= z(d+w0)*TXqFWyz+h)53G%029f*Sx7pTAnjo{+Xb!rTf#|`F!;#l&no%)GVQ?xkNV( zGdE0EjnVO5RchWYeRByRc*ixu!JaU7_q5O;HRHJn;L%JCjF1i0)WCQ@l{AcvO^*jl zRBZf@^7vQ-&@x){+Bez<<+QNk=nSa8ZQI?ZW2@3L9W#xuc!j7PT7T$Jr@l0-dV8u{ zZ&hTZGm6Y|ew4Ccz$_ug9bGs|=bs+Xv<|CC?&hA2v1{H%v@Jm^qDILnhd4ySE-l_I zpG)=N+b`pz_jjY*QXBm6TBthm-+`D-XcAtV>f!noN+E2s^6$VBVI`^e|BjAS^Oa>0 z#9U2XJ4cMzAezyK#n6&yfel9K&||vjXtlvA4~@b1HI!-?2dalw7CswZndJCZT+qKe zBhpw&n2fEOdz*;A=^`(*Wr-fbRahaNd_kV}#+M=)ZKM0o2!Z(`*)pT{cV^@2da`x) z#*g>_n9vbVyf}+PR}Tv%w6a;iZ6&DYr7lY}`Pc50qjz|^B59;uyJtUo%Sqb2CzJNI zwy*P054{+mxk&7-?G<|8Z2KyHjhKRAN75q`7a;(fY%_^@7ooc6#rQ;m(KRj8_{_EK zzw)Eo5*o#8LCm-Er@MJ!Dy9V9HcC0Xx?P$lJsh5TJ+c1I&V;&#cQP(#hsCSgW(sP# z%M`Y~Tso=7_tjUL2i4nzA;X}Cp;qknpaydInEM!0{_WzYLzb_lQ$0W#B+ATLzT8l<09eK zdBuJJmDX>ut(t!eohL-{5gYq$(U4Qu^70$SZut6Yq+w7%WuZZRXHm+M(TkFukpjo< z#b>Td?PyQZ6Gfv>zFf)3%^BsVUERdCeUFWLzx}?fJZuT0HLT@EvgU3Ox{7Gxk#C3R zt;WD?CA&e5_AW48G@808wgrvd#$5k;xAHiU$6gujgXf70_V9fk8ms;i0eE(0c)aw=vzD|K31;4edbx4Ez^xoF$N_`iO zUVXR|3Vkw|if|IW0?<0!p_sJZG+oRlpzs|z@Ti?<_&1(-mwSy90si4W`AYOHOAFYx zZCh|~ex5cmDi^Cm1Lqs7^U>H=t>QCgZzR0U5+!@lNp*SWO&8nhHOolNxiqJ=yzlok{OTHuqBt_n)W9yzu9QQ) z#TYGxQ@kxrIuvZ?qL_lyHe+vMR!uZ)YCX0)+J$)p?>R4z%k*)dzV1Kou_43AMwBVe ztnu+SGl-odMD#*EbTx65AV=Mydh(@pB-%QM7XjJ~H30gFK1J~Mv^ke|b;X-5i|-wq zrC~_s=-{v{5uwoNV{)811+s)o!sa0G1bD$m7V?MYD0YSThkP+FxAO~7BPub=#o25-baX!lu7r;O=pE(MF z@?7P(P?x5b*QqdC05Z)Xc;wbp)$$vJf|qA^k~cEsgWMO}hVq5g(#}Z6mAQZxBg9*j zY#Q&9t+B#%RLV*s#h+=j-Ya-}w|bNZ*Ow?|cbyvQ0LGk`5q|LEL>22M_m zN_{b)ttY|KZa6B!0Ce;~wbE8`FVirnD40J>><|cq?6v2{ygijn61_h!Ps@#s-gV6s zpCwPM<$L#i7evHkf+>rEGOg~Tl6Xorq4R%Pri;NfU{WunPl&uC&!f`9CGzecy7FO~ zzN0B4W69{+;MkMVnuGCn1ZdG+&8Fb}`J+CPH~DKG9d7MtSgde0elDVRP+CqGN{tPa zwjJyBFV~ZJtB)%gXpP08&WJTIGV+JOhHGeb;o~%Mz2c0O&hqc!-1FYi7y|CA4#R!| zb2970yW>OjO(FW4!|wQ)QbTn4+J|q<0cV{Q!?H!Zv`9KE4oXEWt_u@wU1ZMjBX_aj zS{?^A=OWT}*c;^5U}jjeX@9qG@be>@vAD{3_2I*ZTT|K#^sgMzw)cHk(`PpvDtHMn z)3i5!-ZSN!|K$Rp$HERH2|aukyL{@%^Uuq&iSz@r8=gOp!rVs}wb?uyOqhZ0IXfL& zmUG>#*ZME2ZEB6vx2=hctpC^FYU8j~PHnZm8MfzWHr+>?N;L*ZnYCNuH9w!aoVQf` zn61SZW!bj^hA-5>=-_ij+i_*JW6vpP*>YEWU*ANnQjWf=uSZZy$N*aAI>Q&{N=c`R z6la5>Wa^uC_^V=LwcuU$%5-apSek=;4QG-sDIhnmwY}Fj^dnSllEpZ|9v(c-!yjpQ zjr5n@L$yC)d576E<`|9k24D9(L_q=@G%_-8wws5m<*5XotJEq~*oF(s^*Uv z2KER|zwXs$5;F7Z%o;-qu-p>vuSQ1)%?jl0KK1= z4Y`6h^{>DP%qXObRo{Ffo?o()EIvED!T^MzOV{x?lPSop0Mn#zw8usLBW5%E zY}83bpOQ1FOJ06UX6K%ZVUQ}%4jly+d2+OoPH-ULP2@#&Tb_Th4mKezMsP-*SP0=S zM4J>|{YMiIFz>44AOBrE7cM6+5NC61o>}XkS*QOYsYAoPx{JZsdGD2bPM*YHi$jlH zBIFtmp^-*v-%!z?TPcMUdHEBMbQ+yi!=#>ewY1trLc-nK<2pZ=k9JGyJ1Y3oHxSy1 zkJsMnf?ZPA??=2#kfExRmLz@5xuSPeqZKn8VewLLwx-Xzfv(JHZPE<4Tl8#0Z+|-! z>pRU0{5le}^;Rth>hD^F5wY68C~ofK&`&*7Qp0Wz$G@e@{j}sIHu_&sEc^H;E z^wT<(F0NyRM#k&mwnGK>*cv+= zErw-@LJMKWyzg3`8rvlaMQS!4?+wUo4{l1(s@b^8E2UN6SN;76DH0#0iMa((0Sy}> zC|5U{OVoW(%k;?7?l9gxf?6AHfSzXXwa6!2pHxtor`~Tahnu{2(=P51_ko-c`1A9( zmsKy2mcEIWzT)j^V*zt0Ze}^Dr2VANu)99!;con4UToX@x+wm6%(#{3ykghuqm;jY zW%P)zD^y(4z`?_L58mZJ>QbiXQ7P5EC0+8hgk)*ea&csDE74_*i zU|C?vcQwXmkC=Tzu<>Y3U-N)poS|>cSjp~Y?~b^W{~f2*k&!Bi)0q41wod<_Gv2tM z%FBazDb!gPV8m4#64Seu!5y!30!2;gWt(fN^FIuUeSSjO+on#mjpC2Qh**NuA~&IhNPk&NG4B$Gni_Hi}4)aDlwy@1-whS=j9D*Bp zHrM@Q>9c8VTOPaXzxrD#-S*x7sBW~#E`F7@l*#gCg<=JJKtp~TZk2PGFwHg)dsWaf z2hjd&yq;E8zJH5z$!%NYMY}@k)P3N#I~q$s-V;Hw(OxV>rJ9uhMN5@$8cFL#jSeDF z$Uun^*+M7oGhGAt#7|8Qx_eD&f@Staj6Ji|AVw#x1OiFHA;H1yyp*4Rip&FHL2v)1VSs z?g4NkajLR5(wPBEDgdN=M~%BPP3OfWVv0E4QZ3d_1Wc({=~NKsrf(a4_)U0FlN(*)=O{y&l5tdin30t-YoHoI^j`Q*G2#`+>*lW{W;`=-$= zWdZGF5a)a#4MTXfpFmJS`Mbj7g0FbBy&)~{z{H0Bf!i!sa3kI^#TCN}{6<~SXui@} z03d2O3iO+w66@3}Jq0Lqwj_UUt4sg-4qr4`^{cF4TwDUgaCp&!7*eLS^P|^Pk&B4E z93wSac*={?GC6FtzsOMm-4{1oG+zJb4B0HD^tu_fcpAJZW329Kh*R%Sb(^D0 zdG+|Z%79?WatcBJr1&040^zN7FPBK2?D-tL5sC&c*st0xhWY3r4ygTRZlGSFS!G z$azq?E=G2-1ljaG3oO z<>n0_5lNQ82CZ&N-*+W%jiI#=ZUsVhllIx26eO3;)`0`*romhkPb(pMQN6SWCvt=> zJ-PLU9QHh;SsSe%q~>1FJZLAbB|;s-scTTSYZM zaZ%7nqLtdq&XkSc{oO+EOT)##GTM!$C-uc#Ai(Hox+Jsjv?|#>1!yx{d4DXBYox~s zym61|a%zGz^lgm=k@deZ0@42;ym$c+Xb-|3Tg86#ZS?o+*LY~YOi1F=T3Xt=kW}-y zLhIkmk^dsU2*zV8HWQdYGVHKDm)GsrfDk`FKP(kVPx+03q&FC(+DCsugG)3-&0ojL z!gszELN$5Qi8(LPlXCI-(Ny{-g6PGHFVlYg9N?Jn%uz?DkhAj!RAVY$!3+r~Sh4xK z5P88&2)@F^A-CLGF>FmkLHDY)fAMC^{8qUd%@snF+Lt* zg}P5G&%*it24BfGt333nys-hiC{xyH#g=n-N*tx6VW{1j^slXdUcUbeQ^6n?YJQBk z`oT|qmDHMWZ5hKPC0)dGWj{K|bP_h>H(&BSrN)Pzm^WL(9k?IOJ1vt^{_`}4dqQQT zNJg7Pt_{cuQY+e@Bd#JTyN4OWw&P%Djm7RE2fvv2+kYb#IfEoTk5bxS-^1Oe_RgXD z(PP0mb5vT>L@)-l%-5gUYop%#TIR<8kF7U>tGdqq|1U0?SvFvymP_FUhhh;Z(^7N_ zjSHj=N(myQ$VJ5!GfdVREmRV{Ab1^wrbH7%+&~clbAgbnlnds92$4F5HB%i`nI=vY)*-iICpRW|i(>E=pX9{Lt#~9l8v`wR9FJ^40QU-* z6U#s1A81`BStP@nGWzKPp2wz02+gU~#R$1c?n+9c8=)7Q?c`$5fk_7lfdDYhTPx9R zJ~H6te({0we(R-E4Jl=r>#L>?jHzgc8O>RJd9^LNs(Cbn0J)?*u&k&ZIrPuoPIe&x zLj??Ixc)E4Di{ct${R9YMrBL?@qZOyAFVYIu8<=%ERXgXcf~#!#EZG(1W7L{2xzsM zeNuO4_pR3UyX9kw7<9B^a%O9sCmEO(^s8mf3CE3$pw`elM#;ks8h&=HP_6r0sZazr!3u~1nQI`wgH~;| zJzSI;@S4~TsfM>wmnd$a0Qt{9d4x?|Xw_JvyQceEAZ5n&sYjOCP4CEfRuQWIV7|qV zE&JWVJlD;wp{=_5KTII0N#-DFbMeG*2>6@@kTLZY7>tZeMy6~*2Uc0%zs%}ff@b7l z!=9xs*M4_y(1m8!*PJ)GGgV&K?a(-HpJ@(#b=*=&U-2!1fIyD2H@WAb)JfhHnro?C z9qAfGfgG_;>MV_-OdfQtg`p$M`^0WmgDtvYYZ87EXVPREh0IvooVn4{XPr_~+e_m^ zo!)+&6Z#~EPv8e7FDj;^eYC5e*3A8I%$mQl6WsCY?mCy#U1GJC_AM{dEgv2uWTbRG zJa=@~JSQ?aWp~9HS@b62#J+s4sgGvp{Vuf~AZ!l0n_&!-n9KuJ4T|`qV20PpS(H{s zzh+NmTn5MI7g{d^9o>|@YwxX?>7!fqw4L^T7y8NNT%`|tAqU5@Kp@ zDebwLza{uuR1>S{VuWg@&F6shr8ZJ_08zMx>Gmq&MX!d&{79z7}|5}YU4U7wUOIi(-lr; zLZI2NVZ0a#IO{aBP|keBao5VeWq9Ucb)(h<0m`Yt8y2sDm!5Ku^u`k-V_I*&75QD~ z@R53?xYLO;>UtR{22-tZ|L8>_zv+!(lt4RPfDM~; zBqw`*0%F^$r3j7d)>p#UCDuni)3yq#9gEP1MH1_fV6aicg=O=vT;UivW$82)hui6g*J&v}LuOE$_@<&6`YQP3=L~Q%b0CY7{r0Lqo|$P6 zg)o$d4$kQkx0~k-HVn8ADd_3~>8InJXLbiURyfV71|2!o?S~AIm}=F_N1Dx4SV&`- zyY8qoHo}xHlv!@~*sDj5{EK-EqxidbZe|zNeE;2la}7`wnVqz5+)@F%LUxNJ45`Y( zJmz??*HA|yMscot%ne3CH%1;rP39^<4DSX<27MwY8*{r}GJ-u1)xX|YFCnMG7*Y0l z-_b}cbE>0Du$rweS#&U_gA*f9?szb{Kk#rHU| zFpLlsorV%|{rc>9Gv2AzwlrhQh;>J;{tuiR2vg~}bJkBZJQ^s}5RQ2ns_!9M^^f4f*YcUoyi(um_f zjc(4&-)?)h8BXAWMK83!#Qat}VqIxL8Z3g=_|D7--A89{fA-FrTAZOq9)1}ab?Fzx z>Egh%vq9=5Dq$bF6dLRW`4JBATiRIvTipZQYr4GR5=t_jz-$+t(RL;26IMH!)tnMK zdOoQA?lF@)h&BjHi~EuNn#*Yp113~E1&h-2YmwsxtPT)EfYG;C?8V#3M*nN60^0a} z)V2g`m!<_xkgNNc=bg(w92#hzo_4vF0r%&w=@Ym1DP=W0Gxm*O2>6ZW33qY_l>EbD ztnesrulXK!T1xQ@Zi{B_Pw(yykVm>^28_xqm_0(^;95fTU1otT#p;rrIfra$2Ra_O z`-Sa76=K-jtAdLN0Q1a4$I)ddNvXXD&nadfeWMm`Ub0U``l2&}(sFLr#1K z4|+#ia}}5 zG6;Y}-^do14ogO{SAwae7Sm_>G_YM2$Jj;mj(Wk+CNFTD1jX>M(I>rTXV@u+ue?c2(qLWNh|;mt z*%=yRzF*MzQcUp}^QNtLRDBuKJy7#YFQ8*jNB22D6$y_Ej}vY$?gLQ|wssA#8!R4A zSZ|r_ux?NGVzG0>ywS7?feS)m;YArGnyZ zOHGfv$7UY3vUS<+LEzQV>z}gp{45NiPO2xLA63_<%{)RJJFBThv$xUp=^w$+;e;at z@C5|j1ynfDvYtmlS%jhFwtIMTB|4QTR0BTRq5%Y}XYMqOl+s>P^*hw)f|cd2I|5gn zE3|So6F!$>3cqN$S3`15O~0jTG^^mD32=eH`dZnD5nCd-vHF68;Qxhn0xo(T)nW- zMrrU(aN_WEiqI87jl2jb0k;1Badl2Mb2W#yFVD5S={j0#Ejqp)V=Y!|6~+CTYdT3T zvYd{6^y;s9Ln3_H*izLXM)>Bo5xpre4Be}be0}kDMFi`6z$7-YnQw2J0KraCB!Rrt zYbxZp9(AqBRQ7w9PfniqJI$8`BCIp!xZh#8Icm(9#ib?!)zivD40JBhMTtm*I*~D7 zqGZw4F5hMXz7}BqFv0ULY?iNw&&MsG2#1eQzHqn<~dK?8T}mMb zolFy(Tc=r+=4v?3*Bjvwor-17wOSi!f}s1x2?s?kL#Nn6_-*wvCn#UC7` zVZ}sP-a+KkVLVjOBT$H$sB1kA?{1(U8O?yLEqcO%gB^cr0T{S$pz9Rwox&jx;BrF*8Ak~DM z;X-U(a%Ns*2yZs4)JvBuJu}}s$qk7Yw<#~5+BezJ{n6oZ7RiFn5&qQOeMk)RC{Pp= z5X)Y%=xcj%j>&|WU|Nb7Ien^>^50fnJl#HV;yj00>34*upm63EAs!%8xV4Py(LHcn?7LRWfHZbi52X4DMaHbwgvhpBHZrFFv&OkN>H( zqB=G*W;6rao%t8P!=L4RR)ifv8`@vQ5JbHScP6US$vzCutms4#lAVtz zLDV)~NnhktgEqa)`_B)<`?$%dJHVE%n?54NhcxevM_eEw5>fn_&@$Z?=2u4J@j}_d z$R3It?ZV@p*ZZRXZKCiDmO0B-Y%juaAS{LN_92eVQm>E&wwC7 zNc>J;I~h&LjvkjGd5(hEtB|Lmy5W0@vU^NI^id^+^_RI|k4UO%X70QQd>2qDoum$V zn7AJKzFHB&8O}s3z>OhPYxcRDw?C8Cv!vf*vtNi7(D*aYV%d{`%7KR-Mt;U|ltsq7Yrt zU}og$<&c5}D%UxWu$FPllVyHpV0?_FW>2m=W!1;J6dwTo8nOR!ub_e)Q@}EerX-b> z^6x_H&k5ij){OoZ9lYq*>o? zU1QC^=%TAxVKf^7fkz9MKbSv{7jC(w#$R()1z-t{$#*v!YtgF|on?@qwtlq=yxVgt zC$45NYG~{s+-$F?f1PV_X{zXF z&S1R$eC8??%LA7BogLsnchz z>ei+{#&}`RD}8@^iyD*B|F03v8IS~Qj2B0Zc6xt) zN}3U6B_HMRyQfe~Npnr}>91XP^xae7_poi&E@p@p0{$4MHvm2Bx*ST*gz!NnXHn|6 zS3O%sf#};sPpP6gh{&X8Vq)YMs-Ah|{`k4r8z`g^$chK)<)E2cHmlP68Pbc$u;>>9 zT31O2=EzW~_Vjx=ND7&?i@SwFa{1urli=voXBR7>@ZR3!Op8GGj40gb zljBGSs<)x^wzlnHtSf>)P;OJxA_iIp_&1;Ga<9K|2l9;2X7K|=nJ3$cMU->M&n2=1h(%RjN`@L>Ez9 z;ub)wfLKt6;#=#$vnfnH*Cl}mX!6;r_6G>%^a$2_cKmd2hu)s6+tx&CnRNZ9D=)q6rt2}HMW8_~;_8IV_gj=>7Rp18S#SYI9njzNw`@)upU zuj0(2zI7`5vJopm2Q`Zx9yfw$Pf{|ezRj%zNpM7V^oG1wI246TeOW})ItfEL6G4hw zinRo0=}%HTC~?AT#l`UrDhBg$^El{-3r~++QTXn+_SBAe5NwADGN$cjpfDw4l)MsrrV+*HIl%?JrGJ@HH!k$0hRy$3O1^tuyqD)Cv&_ z9pLx5t{Gy5!gQ|LEBLQ2gt?|$Z<;U^N_Drg`#DgJ7!z}^1umKi%_4P2vsR#J@7UFF zN^6dx27y&!NX}t|yhEn!re_fcFyv$2K)vC~F^F)0Sqymyrv$N2*YD!QNA~5UsgTHKFj_|ldMrL?H`VjqK?#` z(hL47kXfPU+v(*DnK}Oy;c6Or|GP}hLL*fcvaODemLvEz(T>2Fyx+-?{67X(#^lTH zUVBcy0I~})UgvO=Rb+)8T*pXipC62a@N)>SWv)jRmvOH2*?Rsj{{hT`JeZdYmWQ@r z*2Pdp{D=(dP!wqdmLpz6Oebs!n+qsB+I4#~LFdwy-@$d#g3-Yp0E~5 znsOXfl~7BF8n;cvGkVl0 zs2<9tI6t{$)D-%N&+>!yZVX7;X@w!Wd@?dJ!Gto_rn6NFTa+%T<#jZ^t6`>T$(>IJ z3M-@j40Pc)GZ`c8oOK<|BLiU_xpgQoHIzw+3K>U$LyP+fmdIwTBGei!=Ebc zBZ6U3h3WMMnO80}<9(oVofB}Je&pCjo0agI%mbKZ=V{{aXQ{}?)7izMw%geL^^?f0M)ll-Rka+v_g~J zH=J+%0apNrpD4WzZ|w0)OG^`o2$3oe=pi)9H~`fx(CnRj_F-f)Aua}y~lybFU* zP(58#W61aa%_9u=7X=b?1#SfsJZV+7_f-`}hq74qm&q}%4uOQ)S1^!hE78_q;V^Nr z(Zu>Zd>5VmbPl}`{RL#1R^QoA0VD>>i$<@xE*`7M4G5=PqQKxB!prg30*yq9@$q`W zJmA54I$$9Mw1KEsIr(IA%cnLm*YU>@V2$DfVKhHb^tEvS7 z!84-dL(uUefg>P>7#|};t~V%AcHj_`mwg_hdcpa2=WZ^E|01F8e@IzTBX_h_b+k1$ zqTmD1xGppnIW_kh9u#uKWM16BObJdu&-d_vPoJFuN z@&Gkk&1NqBnozZ>bVaWE3xpki3fb>m0H`@~Lg8oa`RGF)GIgGJQHx~G-s+ObTVd>& z8O4ieSkOMz?4(hKGwygD7t3uXzvQV;m>wz=w}3U;627OpY>YO)bQx=hk0 z7PQ-+As{t0Zu><+aV9`xYTk_gdZIz1My->k8nTq>PfuIri%F$t>Kw&D9KOs0tsU7&&lxWSs z5duMQvhHr*z)0G4(V5i)tT~RTM9%oCB!xh1ic-S2-w>W}x_&ELTo`tn&h!ctbZt6g z0IF`{?Gk5+TxW^U?20QAnaIRWCPetjlF-Ly=~@=BN(5zjokU!q4&H?;*{xgh-G>9r zg?6w+udFN*BI(7-Ffv32^j}`>CnIE^?%#^uojyQi!4YM_tN@6$&WM*w7)H6=?-}yD zb{e`_T{L5Uyt$ZQ`t=+k6YO) z59O?!piC40p{S0NnY4j48OD5Ga%O7v28PwRD(vwVcKbxchH!NP;<%8GKI6O{mFXj* zfF66^B7*$5hj7;%r|#@HCWZ;p(~QA!R*npdjYdC}ok0J9D(1{?n1ppl4|iujJbq4> zgy54*eu#uXD=Wx|-g)3yj!S`jMvS5BlTD=i0Y*7WO61amW(op0LbiUX98S#a{!elM zuHW+U0@REz22_8!LW@#sdCYT$CN#X1Mq#e`>J&9f`)bSZ1*;vURVNE$4=p}MVeeD7 zKg0RU$jxVc8306RL-6T+lI3RY>YKBne?SY956zh`84(E+%$yD*8J*ilYTSuVOX3M2 zei@dYzTWK>1kZqvGvesmB%)$sAc{1+g|vQpea`-fsnX;9-es((aNxn$rd(UidBvDJ z-l?6mznM0!nTqqE=jbdrNwha;vpVwp9grtsp^@${ntp>o0zPU~)!@N{;f^}rlF2Xj zm7Y3pmfR|Ko2}N;*P`8KHcO3!(j98abEM%tEM#zxHXRvkL_=jt=1YK6SmH{|@&&9* zMlH15IDH-S_K1e9r`cshFGt5C%IgrkT=-~2tcL=1F&*6;nh)%@9D0jS-n{Q8I=a($ z6j8w&7tKWArSwt!R=Wo?s$?DR`>3Qr5CG1ol_Y;M;b}tGQ^;Jx9-k78aSC269hn}y z{Y(r<5EG(4Z{AcN-JGoIaR9ZwToT3rTww%V0f^SB01t z+F3DD{0s*0VI59ZGlj)L8R>eyVktsI+C8~_L>w@1y)Ee{8bqB;PC!xE?sP4a|AILI z>YGF>EQqa(xWQ0@Odvytnand#R4p~D(Vzea3>v1VbchjVJU)_JNn;J_Sv*0+M&NyP zXCgU~XDL_n3ez5hR;3I;p2HMYC;oGBoNpAhJu@AGZ*(*011{!r8gzPSgRkKTii{i( z1id-=EEPEQ?ua#clV42c8aJr#!3$PNxn{m=c~FVx3BScDARZdVmL-ci)rzDLh?VKZ z_C44CYhpFDR90qDlNb5TxsK;p7;T%CS26Bpg7tAfc18+;tuSaKE(pKw!^eZRsP54s3%;7}0f<*nPOT9n%thu0W^4ZHbdpt8Mc6?or zRJUB)jaB=Y*0DA94E)nVvRr5am`O<~H;nR+*51uCcse*t_)PKEa>VwPpdch+xS zUZCV6Ybcn&ewqkA*I4gf%wRAGNo`rDI6X>0HQVJEzg-3y*{R=W0dFP`viFy z&3+!&%hJG-59Y+Y){^4i%lz?_K3JV=Od3@A=FWW z+QEauS3{f*u_5JLZI-Q#AVOgsf*$u(aEWH*4Q1!xj-cOS7YEI=rV)zbG+Q2a;7@e2Y4)^l|=CKDl7~qbA_Mn3jSg({;FJ3SxLD-){M3CIc%Ht^(QOmeJ*b} zLJ{zTev6UW-(}E^VNO=Y3v$GoOof-`zttIXv%T@u$45gtrabEIh&JoOeyDKeu!AD= zv@J~Hp2;1-ZcMW$^0GYtOK|@ie9_QK_f!x-ItTEBRu7QvVVm=jPVN^K1WT#WtTDvD zxSu4x6Q&fIn|kZ%M&o|=B3E!N+QhN? z@!d3m{0rAovGBv=3zU;l0O7HB4_40Sb}1$4?Xt?sX#z*rIKc%Utt}||Qw#7`apO4e zhD}$QULiE2sByh21mBCF!8XHzXU903!}s+JCE<7Qb52CjBJUn!C*i<|b?iC#t+u!n zvh1yzJ6y0_Jfu5-{uwdC)V(*Cyi6@IlLn0xYp2!vCOY$7^W6-LKXp?cL zJQDDP6#mWL#|s-U!>)x@!SvzDhG1q*6d9_theTiTh~n;*Ema8H3zF!MMy z6tIQvHD6j=IpdoHVt?ZV$C7>Sb&k=3U)7h~6JrHdlJ5g{>c-RI*d>=k`SR-e@yZYT>_PaI*0Xzh&-FAzXrRq zqV}6bvL84*hdCfPE5#eO3q1+%mm8jZKpVRxWMdOgmFDDKzNGlf`oepfM$(v3v4HN4iph-wLWha>odk}U{mG;bFmqBh1|Aab%j;bKZ z0ub>t6W$bW5M8l_xz^Jb!+|Kj5FbJ~vFP%^J1O4BbLV9wfwecbNfp!D~8?@>fv|Q=!_qJZV{Z&F*^ifX8jAm;o>WzIjg>WX!He31)pGlc&*H$4E4=}e%+Bc;(Q3*M`aSpk12 zx)>E%zzk@tzMieMOTsxKCDmD;+`i$C8LYAebdZ2ch8=u8eBZ2<@I{Q?77dX3x&97M z29O11yE~8tBKZ>n&XNqqWz3*L0UCtB+NNQR^?s&QUR&N@a6(W#(^(iggc0ITZ>jrs zL8C=X@q*PY1*oE~Pp!$W^OQRYHZdEvhdn5!q@(1MKrawD@c?4;3N{a(w&}dg8A<1| z17lP$kQu3>25D_!qLAmA>Y_beTY;;p4S5RxFil=UO1<~FF)`dyQWa=XS%>1Vix>o^rA4#LC-9=az zU{a474pffJmb4lHwM+(FPFp%aUt{GXOT`?eRuDWUH#{zm7N{ty)e;@+Pk+M7sAuWn zAFXOB7=lDr>(WZ1k!-MF$tbjcC&*%ez%bX-?O+6JEIG`RDe9UUUkCG_j+ypy{D8c{ z5ftmZq+=%O7$_$igVYAIUqC%9*gdJx=8!LY#hUhlJV;9>>6uV2vD<^~w&$P+MW~KE z1uDx#0hWvq>E8fR9%N4N!^RS8@M{F3>L;zc0Lj5!+rCU`d9%Ggu`JZTc^BuhypIrw znN(*vv3Q_1`U1{#ku=iSdmn#5DggfXv@~1|aD!3FpoAg>Z~||LGv5otHWd3 z9^G$i8;wb{FV1dKV92$#bE#~*fAd^Q**I}yex8<*RQ9{r5k=XQk;GDI+)>0hkg(+O zD`E21TGk42>25mW;1os%VRNDob?<=I9oCLXg{5*?aF!IH=G z8pbbsE9DYp7=}FKB~PJRi2~^|mdtp0@d&Zy4HrV3aQhWv{YL2ym>DB&uuk4&<6^=dql(>B-We20mgz7F2x?EN?iq|k_Vp4Ansx}q_!wkF|=Vdi=BcSr7Q0JnH{EBaOg73+W_Bo8( zc(TQ+9~4iUh6;+b#{P0ci+Vg7g1UWZuP(xF74ii4Qn&Yxfxz`(PvnCy2I|LCwj# z44fkx1VPA=qyRE8hP;W*$OninrjW_oSNPkzVJG{0$^~5^-XQG>P|tvpCK_xLeXiuB zHkSWGmGdggriie<4J-Fu{8FLZ|U_JF9b^Pfk$ReVRYLg zjvUE{ai9}TLcSB4)fv-hmw})|ChU+t%L*P4Fu39>N0d0ObM6uEW{&$uf?#|FC^F}v z?Wg^H*C45f^}WY>+o8dS#=1(H3oKs0e+i(jp&(P@$q=R7;J9=8YO`Q042AqlQ|7LW zQ(6r~fjC2?E%7plpqUA;s`7LN{!~>CD~{5Ve&*GlOa+nlaD|{) z3axo7AFFnom6xTa_S!M+N1&;oFqpV$)K)3xZo!M1O{^W9#{2MX$YQg#tCOi$GhSUe zj>{#IeWXy2{g^$h($oXy-bdUE_) z&^9#ey6_$!l5j6O2B(<3${?Ew7b_J7I}!^i8dhJH@09ynvWV^AoNOHRYn*0qrGT_S z@pnf>Gz6{tG_CIbvQ3L6UU5w)t_3)$UOGv-7p)~b)Ta1_5}%t_R5X_)};(EzPmNBQzra zQ4|Rfn0ZOw5)1BkQ|PNoo?VgI4y(IWfK_E9B^K431`dc8MvTNC0#Y0VY%s?r_CpVV zld-HuDSuKZgnFCVcGQv14&+$L2V-iiqrWc4$FAxElnCEw8@xk>AO6gXxhBZo3XiaO zWQQzXS5R213G}c@@Vn!sTa~bC?yZA#QN&ylhDS##?(HG8 z)2%#AL1rI%yxL!0SJJ9HY*oLhbKcWw@C6fkAD4GBtq#HHbh>7Y*R*%Sj9&n-(}9!o zEiUqX&#&G4JknWHw=4Bh>X&CUlTISFgK^M<+f${Kg^#PMwQi49pUSK;*$DJl|+AqJ_U`N*z5UX>;AW-MZ7N~NBslw)9dk!?fvaLzOT~O zu0|h91do?4kB&jYFeR(t}x%8ai_u?Mn!&0HITC-Q^q2JmQX$iVmIWsHAPQRtQ zr+$V6wxv)B_3Q&66?g5`dViCUT%gFyezfqAOuT|3(%Wg>7s{8}3|`&C&VpE93Ib*J z7PP*+v;NX)D7I~4KRz-U1KP8YOxWFo592t#;faA15fTmww$d*1^$X=d7sSK5DVQ-m zad&9K=RsKHF@u2=l-J%01jq&?W`FFw+h{a2egSdlM*-0S$pQAs-t0Q7Q8PX17_4x;g*ybV!)Z32P9#yv>P)>h2fmix;G3(Gw+hwEo{%*w zu6F7vd8PzNti!aqQcRm)6qa~0$KE{eVnD&Nal4-obr`l0&U$;84Xc}*rOWi>dDfvW zqNxG<^QMdU7@K4n(t#32b*O%%SZ>cTNC4tnkg3v`icV>l+tGeqf!d~>yhosNoz=<} z+GLZ~H*|@J@2?2T+joqYi^l=X-~rQ4D=C-(M*A`?e;;vOsGI02p+l0F!q%*p%priO zv>;HS58O}EORU(OM$lff)^7&Z$jOg+7+j8ii+V<0 z4T*uGZDK2lG&p=*S(L!T!+?Uz{lG+dgJsF_?S1y}ezP1I-fleY`TV?y7-k z2ApfHtr3J6tI%ONR}s8;x~0|`(Jx!=ICoRVfif=Vv=#U=K~Z)>>Z&Z?n_w963~3Or zk;FndjO0icVg^K}k;ntiRpNm-J!!AWsO^RSsh3ipGZV5GZrRh8CKP-FLoby(e5h*j z3BaItGbcwYnL=EID6l-H-Np4KH6a3uwoquVJL>seHBQku_GXg z>F+7XSi-eNtbu-lf2Z%H?!_H~#Dy2BOO-6~^+31-5&D|`?1&YG8X?vaY{ueOn!d%a z+S)Rpo3FU=n&>EYL+~as`lGebFw(? z!$8IiSkow8@lMb$lS8e~cPenYZs2_9J}LQ+i}ku&#D((y!z&mx>f!FnI;Ra|*CTL!1I_ZBazY&L;blgg6}W_0&MbP8mrRemp~FXZ(mY zca+^1l5~Fv#C=L`tcmz;t;|jz;O&9o zoT0TuCXF06h!}$F6Js_m9^XxhnCr6t?rHZ_{f)7V=|{$P7Gp&x;>XTe-Xo%)s2hbc z;wZm+35O)vgs`^KB-0yg5XH=Szpf1q^t%t~fyjE%01Z)q71cL`R!TuPSa5|ye8zRjHC&+XT@}Io|5lmC-UtP&S z=_Q7m8pBe38Km~BrHD)TiAYlT0FXk8gm-~E74C^0K2&WySEAf^W1E%tGlDFQzP@Z? zSMhfoOx=go*$K)cofN4>h+brk@V{ww;-n%XG49a&wd!l~+7~_J7&R`E(0r?hfCHhg zaO1P<5|Z=?MT4zll6%5V3>k!=1(a?RJQB@ioAr}{KnI;Fr_8K9;Z;yaRx=|<8&6J6 zeL(1&^pWE%G*js`R8*-%2WX~>lGE8`7iYXZb$JO(?1b;|^C0k){!Z$nc>j4wrvQ+6 zu7eDEh#Y%Q$RX!-pp+)tEwbv4A1*W)bhYXQkrJV5yO>)Bh+D$tCe+o4b#A| zg{bdYl#3QKcC+XPG(Y4dLznQfhsDG=&gNZz!V$<25MmOvPSTr1%oo6d;Zm%ezl*y7 z=iW8_?f+)uN?*^wf$A5^9Sm*?p(BGClJ{<5c=*0~Qyr*E7g)0{vk@?!oOQlJB`ekj zAP{RB!2FCt^J%z@y9~MWctm(%U*?grbYS`^=DdLHl11_bwi8u%jjaGFW$-hyPy^gX zBZJXts1%%HF(FA1gFIBZYm<^zqq)JUL6p0|KPZJjEdpXj{_s*d+yycdrw3q$`@SOI zmnX#kWje9pywCxHH#F{SQwk5Ku;lo?4o`vL-MGk%0i5a9+3g=21`Qe{QLl)Z{O_?6 z!eHdf(2S1-&lLn%FIuOZPl|rpcwPq4C^Om7Xd0O}7pIkMi6Op1Pg(Yq=JS*vNi-Uq zd@|`Gja+R`5J>|0af&J=b+lNz0FKW&uL>w6HH+APPqyXg$6%-A29VUjC;KCwUrhJTQ zU%w-x;&=uO4385!i{*56qOs*o>QlZKb_byUfW^C<-gxBE?&xj1mqP}5esjI%Pc4AP zK-$3 z3A%H-Bk1{n&$REXvHzle-nHlnqnx)N{aQQA?PSZuZXu5yPCnh+{WeSbY1p%CTd9DD*w%@43I(zUhW_i_iY%7n^#rGUaMWdQ|QX9aHQh)m=Mn6K zlp=&iA`#&nlwEu8==Tk3qDBjePp0B{sg0}|8ytkC7;k#cM>3j5d;!%idk7Jmq97&8 z%$gMA?F$=TuQ}`aZQ#O$z}ksKk_t{W+RpY(u5Fs)@oSRNiDpUE{uxQZz9ze&><6yK zgN+5^<^h}~xXq&BnQHD7y@45yox`ky;%vZ`4)LbQc1^O;a3 zvjv`ll23Gyfa7JB<{Jb6BzC)!Xw15~(HMm!p1+SUSe>gj29T0kd1|{g?vK;=m$4Mn zrD@w~$NeSQT0rkr%Gkm+jtQOv~vx)|S)2W$HN=fgY*;(1URo zJVnxBG1CXdlXC`oSTgN?gNUHXNMOW(WDo#D$DjzuYZwqX#J3=MOH1P^`8|vRQc}B% zDZ<$3*)X_`zT?N#3@SRZJ!NcF?I0O0oJRbY91NX;+JkM4 z{>k#@2o;I|b5Mdn`8Q!wYMV9)&o5eZCiY(8gD1JoIxM@hg)rAT;Vs6_f85Ip)LXWj z>bGQCig+aq8oM(30S>PrGp2nUK4w7gGI)6ynJoP8sZ8QO^5`ElmqkiIvISX)P~*h# zv;e;gQ9ELB6Rhtt0m`1A+HI$uCo6_MYuD&Vc;G>DPlR*NSvfX%`j#Q&g{ila-^6yJWajp5F!Q8*#Rdg^0mV(G$ zFl)&#WU4bk?NHdqVlE~j6$f@~S5cj$0^(+1LhQ|K)|I?){86_NkpqY+b3xL`&U*Az zGjfHMkOxq_~`2+)2E#~QVltnghdO1dQ#6r8&KRqq+N=db`Jfk z+=6b6xO?dBf${CXJH~)LFXnQA=Ur5eV9Kv?TZlG_b1UP8bhZ}z5guBx(FO(3yB4vJ z0U^J=KxUz~tQ&d`6f3zEOb=NGiB84S_Q8)yhCW+mVbsu=XcizU4~m(W>kLXa2EkF}Rtlb7BPd;HoZtiZoP zWnN)x6_X~rK3n8bPkPs)Xp#*ijI9-b;0s%}Pe`hfW|l|?)Z0j^sjF_4gcZ;}=v>$9 zPIdC<-l1ocj0V-k%IQwQVrNqQY> zOGi1BNz`Le+wBE09j$C{ourUl{C~C~@c%nl#ujfbl}ZvRdwNN`r$TG z>$EiSV&L$5-Nu0Snb+(CLyM{M+>-8ibQ3p2xJdu3afW7={%$R6o-Ul(>hu&Y4dm0g zxNJpUmQJKl#N(H;1A4c`MIfIT?)rL$U72)BQNETF5Ckm=*Q81hk;*fBscqqiGkysr zwbcs=9@Uh-Z9KmLspd?43VBJV_?m=VJUey*Lp%6MjCMek*20t!a9fmt_oZ114v|Le zL?b!Df!`DM_NL_EZ8?~ch^e(;R|Tn>6e)PyuET63RRWVMR7Moz-)yN^JkQ=9Zti!s zG3K&iBD}$9qiHgkh{mEYVSlDDAq7CzLkC~>{oq9jRn=$9{?o81Va%0DtoV5t89*`e z4yCzkeVeJC>}Z!KV&c|BqSr-uG4RlV9Y(Y>57@@QQ|10z1}qn>&Tran%_mE_?m8mw zbx!z2@n&6LIO4~fH-t1~J}OW1wZsnu5VH5abO}gDmOE}HU|HmUITiCRIwxLLHCQZd zFo=W9IXhTSgBVFj>o=g~b#U@xKyvRgB{>6LbofJjS%}ki+i^H*hDmtPzU$<#vA!?j zQtk7+Cx5(rskVIS{Spytv>DeEHrDLw-;A+Io)Ly}Fn4Yn(^5-%$x`Af3+gyJC~dzhV_qW%@}xPQ!unj!ZR z7dA|-ksUoP9bazF&%TLZ_Cv@&DMYTWvR>j=foGRP+bUk0?Tb7(DfmXgn9-wQu}s|> z&xfR+^|R)$#WHlgAd!(5UE46II;?l1GV-X|Yqy$RH_L}@bu826U}l2M)n_zF-Rm45p;ueXWQnRYTt|x0Fsd-kQ=H~Qo`8ko zv`4xpsmfF>Q#T$s@CYkSPZi2tNnGBSUXW6|J*D>J>dPM=Em^Z!Yv^bx8KX6m_fuxC z4)UTP$k!NLxp`hehHhgCqQiRr)#eSz2t3gH7i%%)5$fhNeu9%x2CaTDui%_?CXkyM z{_bXQ#>>pcP9&4wZkoSmaLt*WpSIDBl#DOO#QepX+&oGEsV6ofOq1+lNc7x!hBYNY zSw3hpU*g{wVl|X)Mx`Qd;~^n~#ko&FcCbcM!xV#S>3l-+jb}?S zPoRio!Pw+qSDTjNVd0L9mk-O1!F6*_%Lis7#pB*OofFD$(-~qzP{t^o zrSylCAbwyh69U!T9$#WO+IgU+AkLs2cA6$j z^~ftn;WXaa#t;l2S3f}>*$pE7mfa1+Zjf*d7h+C8k3yagiKJPPkXTqUx;^$|$FB>2 z8r>fMamSb^5C0;01O0ARGcWWPz?AGg3^%*djo|}#A;X(EIT4noVtM3#@m|nr5KJTs zQ6&{c1Vyq~mGDruQ%x|g{GW={(VdFq{^QL@oUco!sp5>ea@xnrp1>1HD&nHIH&ra* zWWx$eS|uB`I#t0p53F%wFeRJ3GMdvSi7E_arq&#q&0@yId4^jQcHFp9;0N!m_~FES zDh=;&|8bTzoLJVK{U2_8A1H-J-k9W-B} zfG{k%BS!|ZB9rr;BuRLY&70_|M-NIUyC?g@*eONaQ<(`o_$Ke2dPe45eCk`Ntvfk2 zSRRA)*J*s#{iUN2;c&75^jJj$n`Y;tI}i~H+~kS#yLn&--M}BBFXFbMpZGCHFuQr(rbg&_GJs z$qA`1^rG4W3XK@r#E;~?>Vu#QHX?ikH?N9w8kq3DX5=?LWga+x-&Fk$a1n*KY_|p= z!w5InD$lNrw5(>6or0INJWSYs%wehkDJUc{{aOhpGBLZ2)$dI(+zIDJglj?xeSWB5 zK*@ZIbqa=lr>slQr$cV+Y)>=Dl~{XJ#}oS!jUR0u^TCdL_rMLV!ygT5Zs{6OFhF%r z0d4;j{liN--G<1w2lNi6W00F8;4hn(Hm73AG)XQzJrup3wbd{dHUlHzWLiGWuS5(9 zz~B@o&PkSXTtwqsQ_uc#S#T>BsWGGff{W+^@LZmQVq4^kXPA&rtpL1KEej)d-1PAF z&RP=R1m_H_a`!vOlR6&9qa=Mh7h^5J#B9hJJMgKGW4PVx=iXr?YXsd z6z@VjOfqna^4b~WAT@^EVz4@ZwWQyM8AR3)ti!m4e3dHl6ZjQFuPTtXJ>|WkD}#!P z)6GP{jVz58#siL&ODc95GttU^edIrK^aprc=k7}My-P%7NV$>czgvFx_+}LQom=cFR28+4x0GAD{~h)S0O%!qB|k#6n|L?T>@wJm7qG)jJ{%~lvisfD9!2{1 z*tmX)`JQ)F7Xx&^!gD684^v)XC@rj(1onEqmH`-LHlJS!a+x0142vUM8V#35^Ba4A zePp*Cw{$Y(M@CYYS5Qu(IF1v_5Frx^t2S5+1kWXK!T}bl!32y(B}5=gurSo!{agsV zS+pI7;dCg}ye&(nmCe+r$}(l#d~ial9hATa?V?q>Q`HM`q)G!I4?V4A$h8AI7$0(q zIPJOn&_DEcL4NCQI}R-%ti-2anR~$;h{}7%JB0G$kAlIyd*JJLdTNXMjL&>Knml;* z8VfF!6}etA7yN~%%XtrRTaFpLEx}A6sALSuwy9Uh&?pPklzu=}8yph&v|d)=eTPCOFqfg-KlE^NAyOOej{)E-JlpcobR;89 zr*#j)87Sm|X*hG0TdkMN5x_O$1{ z1F67l$i~nzkn=}Lc87_dOX5P(hZ&7F{9U?GFL;kPUC_EPl$2Iq%2*h<5%K93deVr7 z;j{t3irV-Ih`5Y9jgs1uF^DdHG_d!r*&JNBt;u=+=hjh5%&9cCk_K}?+d@({q zUoP)Fb=fSxT*%G?_j=Vgg$fc7MDY0Ymc7zeL33~;4HP6k1{^8(^KwMhR({wMf|;Qh zN2(%?vDK|ZeF1y$S_a%Lz#cUo_;AUzd12Hogi!f)OcHn|hd{Ddz{UeKDxd%Qh&&jk z#~=W)e6r=4)u!}O6@C-2Oj-~X#HCR36zMEULlKK&c*+?+hEz_XK@vECd`Pr@bF!o- z2cNPH<+~i&w)6a8SGR5f+P{_|kma;<_dk7`unYBwlm=V*QqKs^IRK0e?m`lptXb~I zr7P#>@hAY`If%6bd$Tf>D$Z=qg{kB3Gdt!_J4fOez-@!?CNk->?nk;NvURPT+BdVOo#RBp7~@SQ z5bvSfd`5$f@i0jjbA^>z)?7cZeW1v~YyO85LJ%)rY%i`Bc@P>Q<>_l3sk6bp?hueI zE&F$D2mCA>F@Qld&kI}J@Qj1~Me7^4_Kjj*BJGgxCT=Y5mz9%B7e>?u2e5WJ<>Bc2 zhfUh)hUH_vR4v|^0Zoe@>1480x67`qdf|xl@|cHZNNI&5520T3o&Vim4c&4oWNbrf zcM9;+V^v(RFD1h-0d_T4qz)d?EU3ioOH)Sn7d6v{G(%Gl7P!s zt|v+uZrBB67l4RLQ44CJ0!6TSw$f=)m$ivnFYM;LL4(f?L%0x{>ivP0ZG@lujed7RW?kr8OfNX}h&OzlD{+ z$jDKD^uUgskGvp2#k0nWYhq9_jUm30*miNTOPSZmSX$g}(y~C9PS9`(ZowrDm*-ah zRBWRBECKXx9M)=4nP~NmJbh$H3P%RTmMYXICTV(0-V?6YXqPBv9?a3Yek+bE^ol|8 zG3|HL82~Fy6GYbbl<^894NcfQ#)Y{GS|sWc(@fes=*Pby$LSo!c`M|AjN=Buy-l*OwLN^bLce6#Q#hJ61YhSjTWFVv6J{zhzwmrvu;n4awsIBs5V_^ ztI`@!@WvzaX3Wvk5#%*;ogMqgQmXK}Zr_5=`Fj{9;rivNiXJscP=Y*olCkO%o&u^$ zQ}429#gLD^sJv}Ll~3X2X9gu@myyhj;{@KzesM2@ah?Cx;8h$~6@G}64Ue>?is_f; zb=a26`FN($XXw0Ar4Kx`g~^i|FX1rWZO0e|y(@Z8DkoDj8cY+`6&RpzL>;!g?|V;3 zpz(?XdVkes-dgK*kyw>BO@Lhn9~+Dh_j>Wja5VH{5Ap}nyP%7#}-!E90FsAlwj3b&nAcPF9I-%77=*^qE?I7+xeOpGWLU!Q8AsTrC zi3f}u;FK5I2cvL&YU1q z)HfBOM~RM?oRYQ6ZC&16?=6l}iBH`Zl9eOckvUn@DWmDjpD@%fbu!dXQ6qLS+(Ge7 zMS@|MDFQe&csB$K11u=DN}gtoK|y?MPbIZYWwhA;WC$=1HIFK}rf#gPk{06MbFv6; z6Rt-`)AuT0?FY3d#?Y1{kDp?i`O!3Fy;{6Jt_19MA~sxrM3*jl}cVz zGi9c@L-a7xq^*2HMrZu0Ci)>NWtX~%PjP4IP}ei)WrDbss1-3}K>XqiWKmO3h~~%~+fllpGz%LPWpW=awcz2UxkFnFU}q zi(^Hw-~)+?1g(k=*=B+`Q1}aBRu}$|Q|z|8;+e6k78*8kcSmxMfMFFEAhM>0F8%xo z(=)r1>4~R(E?Uf{j)Owc40rK@;e-0=6e)=7Qp|>@;0ol4)ln>SE1-B3K=aeH2t?rM zFrt}|fP|7I(@xOYb2)g?hwE<8c0=yG0clP4h8?#W(%lJU z&0{C5DTm{D2?1u2(FRS6h|Lc(i&haxeQK{jKWb-AUcqa6Voc_=1f_bU= zGc+9JZBt=5pCgmY1zo|zq<8~Vjqa>ELy;`R%|_=*s_RB~A~rAVUBHOH7MC;b9*=JA zDJK)@dkzaKofk_dz*ld&7)BDYkkfhkviG2RtW!uQ> zLuvD|wa8l_Ef2{C){?n_r%I}7m|=2g_q8fJQAnY)ekmYW9%Mdu$MX-a=u386m08xO zh8oXbE~)(26~{@wZ+U(>sA2gZP5$@(*5LO1qlfQ}-=DrXmof5~QfaeAg#?^bB;Wu96_ye@3Ig%j!hI(t?hxr5(S4#V=SThH z;Ii5G`pj?gd~72jAFIjSF>?J!vDZzK@a?o0p|w8yyj*HVf8V3Cjz@x>1#3j?yvzrb5C9j$KBKOgnn*J3SzY0$ow=b|slzlwqd z0V=#0Apx2Q+%^&z6rS=aEC8>JjABtZsyU7xVk4|&|b)Uudn(ew;%Y2g;Rrep6RFk_uWOUYN!5nQcQ zfoQHp5`yN=?I_VXL(?Pi({`p4e;rjN3u}!1Q|>-wVUFxBW{)U2xN(|aWWBbK*>v$@ zo4fpu&K^m=GNyrNrHTL!;iZ^Y{Cly-?iIv&@VwAmNlm&@@5fuKLIk*l_$b&@g^suc zM;KwopInzOC|~sTOEn4nFOo_yU1eI-NV!+eT6pdL*2Vvk)?mv z`v+Jk4=-=|T}l|LTa>A1nNPtkpy1wcp13IY!azznk0P_Fq9V4OU=hVw+J?&m)oRv~ zse};_v+RD@!aT~@DLhATFKs>N#pC13F3Fw~=}vK!u(|=4m{^<`4q)D2ZZEmr;1AL; zjt1`P&T2d~A577SKFdQB#48*W&kxcV!dAvX#ETR!LdBR$??ci0+x(~xcvICI8~F=G z>&W2tovdK<=WZ#s3eCf|=?E1<;?JNJJNL-Gbn*Zs zIb2+bd&Fm-k1u466J)qVbQB}hhOQQYgbcq7jsL#8XW`9WXdu5&U${E3rumR5a-ExZ zuQb@}sr-`C-3u2r=Wg(IkWb~}N_1;h4kP@>2{DgV*Ty8&?{$!^#~neCW{f_UG0+|elnNWFni zcQBz4Da!-Jawz!df@!(0Wni?6%IVLkAgv)h1<24GRg|CqdIp~d3xJnoK=AOb#9#kC z`l3yXyR4;(7WZ3fvkeqSycsVx#9Yc7ebK=%ZI@6nQoKID`xRWJi)`BgDTtu#WwJ`D zA*7c$)ZO(xMIfI#t|5MKWk}e;+r_Ya#A=A3#Epa&S&GbWi+kFhQ-*V5arK_vYcc6V z)`8#3S=k1Ub^ta5ao~?dGFWv z4U#Ds9y5j2g=|;%cko2pY}Ey9L=?p#3%H@O-wEdj5P6OhCc4l5SwC^!IZAWOYux_M zqi6QD3~7Hc?)lTtAI{2N*)b9b;GE*UD!O||ww#w@NT_dUz|1$nbLxXA_DG|)hk9pX zP+vbE?w4#wWPhzFxsYDW$-+Xo^|Vec=um+VBT(f3e{8)8T+Vsh{(og1GqxDZ*h((k z*+Q1Ggqe)4h`FONB3Wz5Qj$ugW*D-J<&q^5Ged5fFq(u^mM};eOC*)DBuk4>r24(j z&(++o-~IdlpV#v|X2y11-|y#hF2{MC$04CWi8%^+l6eJ@fMwi1m%S=}Mdn`-*c+L) zfj34nL8*<6XSM-=UFcc~D0CH);iQZ0YV;5ej-bVk`rbt7t&{9CPh4-q74j4R7GF$s z;eCe<5T%|n@p->%-Caq0S)5hhZnDMo^z$(mq0N{q27kCE3`)v%-HD7qgtdSoF)k;& z%;RqreGiYsgoL^!z>z>7W9qSG1tUj$@k_^ayIF`QeBDQ&XGm_c+zu$QP0n@Gvu%{& zxU`C+Z?bJj;UpC3K6C#Nb~=w%D70vo+Op2Zbm^H0`pPKzgytbKDOwRYx4Ce>tDJ3~ zXvx$!|8Fo6Oo=+5dtEw3Hl2+&r?_)p35pP{x#&B+Wdk5Ul-nySD=AZ}WoyJx0mc@S z+ZgiH5c4-aLZj4D#}1b)cur&x#n4Nw(i)FKPk754nN0mP4x3rrwZT>t1#PN_{-mO} zLp$CtOUrJy8=e3RwwsN71&LGkB+G3_*RBb+X~?MJAf(cDBivS-?rAz zWs*WR4TDk$mO1N`VBtRI2k@-Pww%~v1#ty;B32sZd0+iL>*hO!O(vl zfV3eG&RHyZMAm`YfisA@nCz&9@F{ws8OY|sbouMKH;pj~3S$8= zNyAF$}(9p~B-ba%29P>ea-VteWcD z^62!ay+2KLZEi9^A6#+41i5);U8Kkg!5`V|nL8EKg$h*_qnVFd$nFe7EfmycWyPpu zN+0J-ZBJ1p;<%zia#2DZn&3k6(Hh;ZKhjk&O2Q&eOtdIF9J%;V>Fl1viyMtsFC#pO za?-0YLN@*Z6j%S|V(P5Fe{>H={xbjrh;6J=um0HU!G|CH-u5r-{vdxx#dSp0v=C@{ zIGTH30zihWm&utP{79yMk>U)-6Jej-5&SOe#HJC|6}KjgsPdZ^gZ{Ye3>OwQ!gCGx zj~xRFV9jHI8}}^(U3YF2yVzP(`JgDWtibZ107I;C_dXCtMUSl(RqEF%-%0ck>1~9! zs7fI3U3+3CWgyYR_p93Ip;K3~cum6I@!e^nH;gquz`_8dBYXM`GS`j|fO|AvqWCV; z1f}oC`XG{;vPRb$`8`w1Kfdo5dz!@@aW8Z3&$B|cFA<4KI3XF&*W+ikosXDiP0R8J z%eD;6w>d87sl~}|pp6(69)p;vdfkV>HyjrR>9eKwu{f2l>(sOm_gD{Wpr} z3{m7KwS7LbGpr4;F!w|g+&PZpYtC3n<^rN%!IPuRXUm~8E0eZv;ag7rv?3l7Mw8vP} zbDx3l@rIIZJ~~7FjD?v&qv zAd~uDhj-{)^I8WJ;E@Y~q-mndN4c9y#027+Gu9ED0U3s{o39n^WeA5XR@bljf`~I! z5a40rh*52AC_F}oHp}>@@c2#`9wdudoAHhb2@m4WtV{|%^B_B$haqJZ|BC`)(&mp? zmCBe<`e|j=#vnG#5ok_r?cP|z`msjtbsuw7V8g9<1a_Op_9{_<6kHUkH1Vk=-eZLk zsJ8cThbI#=QWO<0!d1}`(13_(+L?KHfHGT*gaGHe9~ zloC1UrJ$gW;TqSOl|MPIU5O)`H;hKOLkOLbtQ!6w`°Y%=x z3{+i3R8`2HP_As3$l58~tv-jSP)P0u*3TRS=(G8v5P&|@&?Qmkq_bcsEOCbl_1T}# zy*c6JMT^pavt2D&DCem{lhlU?x~)&}7G)Pf0o0t8iQd93^3t|oR>CsZ-k^7x%%Bi$ zSnMWEJbs9lWoI5E+J-$?Z=p=Fn}WZ|blIQc|HJ!%ivkCVffiR65#Llweg;}&u*g9s z9d?5fVcgVDi_3%1kR`WkKSn;2m?p7JFoudMpc}~7Djrb7hTlMdn7iwKZ7y3o5EqY~g4kE4V~POIq*(f<2Hgo#*=p~A~%aDa${)EOci!8k~g0(te; zt*x+e-vt4?^4_ea63LR{TokMXy~nCgsJ42|%gT)cI$XXP5WIZ(b3$eZ4ags~X@rq!a-F)U}vB(0_~oxhtK9Rpv}de3;K&Y1>XT0kD@;F;YZuGCvr z$Vz*1>hD+@>J791)*I~CgOHpb3)&~%2WNsRm*tjEuzCNOjFp(2oXfBo(iwGM!t6}; zXk?SM=8;K_AJe+!%i)DDDX+YUmJ8vNGC^Z^iKg>gk8POp85{;g=E4YU$W%VfES9lY zanr_;pW#-6dXbB$`n@-tbCvV^iC);`H&~?wmMIbm0wf(drQu%Zj#31IwkP0Z`g6kA z{1zBRF^QCcHbHBNe|b?h#m{6ewg7z)5ZqPs7wsyG6`k;7W`d~(9%Zmv5eh~^NZ!ce z^XkJ-w%EGjeD4)&bER@LdT4e<#UOEL|RcW%9}uOBj)WR zN)KLE#laC(U}r0`POzzt^V}_TTy|WWi@1aosH*|zP^lPiSr_Dfd9lJkQ?1b~g9{g=RgBTV(Vsyf-$=kPg$w`Ck52WaUl6(W=_| z7~qDT1y+^nLb#%RQKZyi8y~UL9e%1e9*dyFVq=tQ9e0nbgO1;qEi`SA737~OR=#E< z-ual!EvT0&Hu0o6`qNtkZJPSA!O`j66jEUFFPXuB?e{LK7P6p}$oHLN>8o@g$yY#} za5ToE%-;NcYU(jT)owd_#0i`IC~PBO5%d6(Y1edYE0CeWuzQudR_KWkfDXsGMQw*| zz{?QBR}l(9Hc2$W8Cp<_ZgW%%`_W{@qQtEJQXv|TYB7?I^;!#K(R`XhX9Xi)R@Oy# z;yXh7As)~|bUVJoP`dPGVd1d^Nt#)B|9WY?WqN3Kvh&t=V~{n`hjCRwgx&d2r5O@3EZd(ALL;HGVqAUV&lJAY5j zXkj3*e?-Uertsk271i$x{z64(RRa4E!f4Be=^caA8bzm17x2L0;s#Q}zwvbCF zmoIs+G*u@SDiz&}+a)#Zw-7@%+0WzOSpGtYJ{{MfWxkNWWt)$q;Sm$|`pp~an~kEw zD^!*MDq3~`Waa}*@@@lIgmg8YHhV!xWrKoxFIL1NAcV^s=Y%QOO4jkEuM>*e0L;9y z@e|RbIM&asPV&53d~}?`M{R5+%|JW_)kB~N{VX;YJbEJ;!n_CEi#lZ*(r&3Qu_qU4 zdKsMnjLWVk`D&bc+2I$TmF=k%fnEd?dXsav!o;Ax9MmVEuOa z*^E!mw${n9vNW({ywePsfo>TU#o8%M|3bqQX4K(0gawdHp$7T`ZSEB)z!3U3uWDwZ z1F*LE?WpJa5&5pGDmGV{KKQV!;wTJy2r?a!z?D4)v6~>k5>b^^K!S_|DOdc_%}**W zU*9{?7cH1*T68zJ%U(q9;xH`;t^TqGtNZ20xU1fvZl0w37E$ANohFgeA3);o<_ zKWC^$ddJdQC^X72SGmADqRnS$D6;zGa;zO2b4H}>A|k4*K>xJOk#wU)Fc4~1O?7ci zH3G!%w@$G6Vm9LLET=IM6?k_QMKj7jGm&>75~<)Upl3p-I-@aND>@X^L76*1 z8=>!Q#qWXf8}ssdo0*ez!Fgu(xy8GZF85xsa|0gvvW$)UdP%QoXm!wq7#p7oo7+nkA#kT0 zuY=6aA-R1s0EVz|=b1dxQ*Eq^*iE2KI=xA!%SM7FR@_iSWWTri+S~mDCpdcoEIXzv zuM)@9lP-XSKDnl=p;Z`?vgW0NCP#3h*oqbpU%Aw)YKZ*$lH^dFNr;E<0mxytauouG z?8%`t*jHX8Zv?h-XPGHHvdUq6%yX92ACusZUes<{;n$lz6*S4k(e-JBvnY88Im}fC zxsphQP6V)SySdl;-Yk-xWm?snoK(?@g1*iT8H+%*f_Hr~ppWq=8QD`}lSRq!99G^l zeJ~)Ubj#F8s2d3xObu21ri)Z*n?m)?4)1vBo|n-kWewlOx8~Vzo5;N~C%PNb)^Wf=2W)qQ7dylv8oRboMZ@m{E1H-jPZVKuw0U2o0x*M_ma$dy_R?gD9Vf zo*}GyjWM3&@;PoUd;nD78HT#M^#TefdWrl3tOyk)*uhm(1L;P^u0A73qT~7 z0$q6&SIv8m!W@k(3S!(x9i*l_uyOQWU}ZwYD?@*9one3brgIl-O2rvs@(H3Wi!l)kw6)Jsms64(Uz|VO<2X0aL+d6m!IZI9B1#D_`V|JCBA3 z&%3-zK=`_zpcb2;qbMr|V%eXhSjr*Lb@gBFpBELt%XLhZ`k_c=_2VP)Cy8f;8P&J} z9A?A37ol9tC06AQsV(pO8_N3u`ttH}4hf(&B6iZ34Ah@E8Q{XB>m?t}d@VA?R!yfe zjo%?lKxlqm#TX;0*!bTbG{wPwe)q`TqUg}SC3bYP-R|SmLbkvjR1Ah#iI+Z7hFZur z@>0Fc4|pPSs9?y2S&TPOe@>mne_@ogmqA1^_IZH6GL;uABPttY?Zsh)@;LmEKxzC! zSgpdB5Y)urh9^CYNxRz7W`DzI)8-oxc>p-6Dgy4^IVq3VeNq;lXZ3i_pZBC>tFmGf{>u3dVn?#0`#4hUTuwJ*aev z8m)*(d8avE6@R+WwhW==ScAYLH5yTdh*QzBm!~)O{ASa?2NpOd1e-gK_@m|7&zqYr z?>@?Rd7tb?%e!am29IiP6=u7vJjdgDbi0BXod%fB&icgDENj6Z$%_&3_$zg1bTn)R zhF|apccpIF)EB%AT#dmP1t*?l%hB_eNtK6qv0+jgy>5;ebn;7>abCN2jfFRV|3inO zp#l(^RrN0$Zq}Df-y;NoUBw9u2&XvZ1-;$lSu{33v-0Jbyaying=X*bFRstn1#?B# z`%eWp>0U$Ypc(O6f-+G^G#eT+LZOJ{MqFPo1)~j^DXopAV4vco^=LPH(zb9_7};Tz z!%6}!pZdzA$xa^EyX$viMA>xB%7n?SWOxPs9HfpPQ`x8>*_AB#TzD1k+CleL$}e^qia! z!4u1Aoz}9YCb<4qt~B!xoKoR`IvG(qEUa@3Wp-uw&WHZD)4^NjNHoEuXRDQdQd1S; z{jo!Oj{Aq!1r@DqaO7YEP3hzCfJC6^&kR&vkN47B#bxyA(`WnKzb83iC>nkUraKO( zxJ)<=f;LIsJdfI?jZs_KSZAsFt`E{(*;(*qMNC^ZN!*5C)j5jiI4UPUo8$Ird6+XW z+SY-d0OI)9!g*81)oXPvY&7cQL?))c8JJeuepqKRnHd^kckb|gQ6g#6rcEL*OZMmW zoGI41c=4=f?n3bKc0jzj8LP?^mLreHJ#871(XKlMi00(!)6UyR-xSr36B!wp+CiG& zJTPk@6F6aHEQa%+?3SfEP6pp80&?SiY_Zun!5Ui@97)EK=s}(9qYlaEV#~vm&RVb7 ztxF!5f*u-&IR#yLqT0xKXr&{U%4YDLO_zQVAoDWB*YW;_Gda(t3 z*@*kYP9}U$_V-(A9O&s1PMw;veXh%0ri?HK8Ghk%$(aP;-Pn&>LBN_P#8#jql11eIhY<@V#pMc73j z?Sbn`e1?1vpH6*r>}vA0Znd)ZCnx{+3aX zO06zgIb@y4%j{BnpMwqexdWxb0z8XVVDg9o3L=VaeY19xT$&RZ6`v?Ocu)cCZjKYW zS!qJAgZ<3Z)OVr#2^1cP`rL#+zQU?QhEG@VvL9WqyUv;u!loWlsu_U2R4+lf1A&uw zAp+o_kDkv-=Y=g_mAsl`+^KMC#G}c6@2YRzwYt2xWD;RdmLPWQ*uhq;Cn}JqkLzu~R+PTri?gw%se6l{R>aZvzU=L;%#yDX!O8b|peMwB!sBf_t{FiHTFT z@8q7cofi^49}gK@yZaQb*zdA2E#9}^I*r30+EMOwp!N`HY9VZ7w0QFKf8^uxJ2zhb zjhF{gyM#yUOobc8<&CB>M`yks8wHg~xw*N?Y?Am5D}wMvLNmaWenSl5DWInCvxrCK ze(#nFu}HAXmW+%HHyE^we_HmYep+e3M;GG>4}8y`vRIo71Fyov%ILTp=n*V7s8U_fuX72H}>%1!#s%f>pw$~ z9lAPvP=r8z7XuVgMh#>u+DZ6-o$jyoa^x9rX)A@ro^=Uc;{%pnE5$zdzFYDYTJlyGyGka*bn?JnWjXaQobSHp%^ry*`Uy&!(r*$tLVYoIcM2P;z zBqx?iq&$&O&MuX<^jUs>{)Z1A1h9qKsv33|ouCuo zC5W0Eo>4j#x-bhdB@>ETBBWj0+hM}`h20+ALw2cG9yIaXxc5H7F%2Jx9;F+GwPQLkngiXbEv#1)yY~s+tYF1|iX$y0dwn z-)(>5X(a<|*%QZ1udmLGDyTe&L9FQ^yi68k;d3G?uRwNl+#IxBowmtnRYx);gUJW` zWwF;r*E~L$N?8+y5$)q*(WlS-IU;fN{Q2|z{9og~-O4`ak5>*JKHO6TH2cQRMXw8E znE@Ow$}jUqBMnCE(N_^{V&uXQkgYF;&MlNh8YGJsaWXW<|8@$`jEWe5swcKhJ2kie zEGA}BK@yc>;(T174jhbjMkG`1{I9uiE*l?fN#nnlPj{;P+*sT14jLTj7b-#Al%(S2 zlbjG4bdW6qDF|j51j_U!OP_f}JQ^$^sg2d;;?kGptM+S$4b=A2ov&G~?WU{v`I%hj ziUhOBlPW*ejFF#ny`XDZ{f7W-$?Q)|KjT;W`pGpRk-U3%f=xJB+c^mm-M9W84JfyF z#fL(8gt_In3jbV)Zi`2Zi;GKQ;Cor+!sgI#7#*a8fbd?y!F$6gVkqDQsRA6gp`6p$ zogkNSP89Efo1Wq907~|Ibf{=>@P5MiXDJ&GbMncPfQZra!wD6bsPwV0xa;#)Ppt0q%qvta@v^G?H_xJhrMA7Vy?%bDC!54%QN6~BTg0M|#WnEd z>r&8bqU~E=AsnG*kgAnx+Bg16cGo+u`c-4X8|`x#v}MDgXh7%X#VlEbIH=1bNR?g| zL+Sfyj=z%Vt3@thOg)W*Q~iC>+B;n=RqHERzTrN`_xv}aCwmuL-W-aSy)r0%U=1HX zWtN)1;`6k`Zjp&KZ|bI%dIvrv!XA|voctvk3CawiA4~@QPVJUyci(bXIhe8OHkB2R zHd$C$T>m|4VU`pfp?}Sj5b0ECe1%B{3m#j+mAdPQXqMS%{~eFw*=8d((-mS1I#+EU z4fy#`v{sC}Oosh$S{(A=1%q5V4CjY@>ZH10<{xN8?yLYcha zGSLRD_x|`P_0orS1r<#qX$}>{HhJ=7(g%B6nWv9X3tl^J$C{U@t~Ly=w+~D`>x7qx za?tspaF|rA7by{hbKm8FF)}-do^Q|Fx4(q;;s2L_g4 z2&@o)>qMsEJIO8{{n;1BbR-9P@(_@bh~>#c8^k*PAt}*s*Z-4WKL;FI%MJD01uQzn zsUp|&=BnIKLxtQkztB)22MZVHV-vZuBbrfA%F3j-cNu*m-i(QUrTMe;lbl3}We2Yg z<^UyE6+;#Ra@Gk{q|imgulyy2HQ|1dIJCd2oKC~T8?{X-^%LZO`&_UyjquFm9g`>Y zeMw%}JI~Tn61lk*rHxV2EqZIGJ0eX?_r(@5o@`w*akFJUoAGC_vBbpHs0XVIK2|Rp z+h+KK=m~;?o&4JgR~9z27;tSP>cWufab`zS%d{Zfuz((h+klk2vj-)^((+xJdtKx= zLbPJj8N`jxfDpXgNmi^#L?lblNz%m?AZK0pl&zhdTIn2U2VhvcZtrU8p?}P)WQMDd zB^I_EgZqdX)phZ`}|zJ(q3tJxGxxv2sQp%xD zqirddw{t+hr%oKCi;mtYqWV5Q2d*5XEKAj%Dn>knild<^-mrqliHQK*Vng9OP_+?* zs9!`r!r4K;M9-fs#xMF3fXt6c&kXhOBtsJF!3CCLQO~^{Ja{lG&{iFq#>dCAEvG#k zEhRwsd)8pfgGO}P#2sf-Xu}^1+ed}^`T4=t;3_$9uTMuznz*0m`8|qmOab3}iO)*^}03$;Bh{iC!Q>mK*# zzkj6*?b3mgw?QHS}txe)7zitIKg7mA@4CXBznl6@f4o)Qqld( z)HQ}UlPq6vSVu#|8s6$doq~$tkyVirzb8O5(;oh`roGg_gMYQ~+?e~Q_-DTl>Y#s2 zw#(n5{di={nNz3UQx@YO^p+8Jos)@)^=F_aZ*lE74~K5I#UB$raP=>I=AI5PqJ43Kj2-w?{u(+Y4DkduFC68!NVMN&aOGCR{dD z#}h7YI)CbJ%EYBXL5W8^id`I?P@!h#45lOqjg9=N#fcOUV)iC$yG=tNWXtuHIaKd! zU-q|rVKJ}H*+vuh-mhoM&{j{D?tjVCcee&uX8!5Zr=KT|HDlTOkKzCueafL|erI1^ zWEW@}=#y=A;5M>4$`l})5bn8?x9AHvGs%e-b3gf(X6s@3Gli^WPW;7ia~7}PPd81p zddI`B#uViAnKKJwB(Ps6Qdz5t1Ll8Q-i;xClCz<;T~e#m3n^=`}03RL9eh+6hiXs=z08N)>I#y zShzv#O&4Yj$Xi=m@E)r8w^jKrzjcciE!s|mbbuKK#>MBtV+UErp*oF?(Ty(pYqtZs z%CaR!p^7ck%`M%cXw4=Q(e62omSd2@OzjVIA3!OMYRnn zcFCIM>_>}ga5$hD%a76PTszO3NMgn^6gC#{t?hzassdee;fMW%rkf}|-O@JND%vvA z-#h)JYk|ZuN>Dt@CCET7hhAuCI?TRoVdG~&eaR83x@}%t-4b3crk^=^>J&u%1u<`P zaKL3F>*bdHl5Q%Kyrs#Go8UB%KPr0urtKo<$-RGZ`rA8{0|yTAp>Z302y`);B_*n~ zZ?{G5QWlTA^r%My`RM@;q~c-!g;a`)HhzezM(%D|mzG5MyiST%gP-wCNT({*Qsqj+ zhax1wnv+8j$YrPDGz_7!tKc%1BKx{a@G{_#f;_?0@IUWpsNdv|*s96&T9sN++1ZlAkFgxelbZB$p=Se7mg z>>g36_j~uJVaU;2yLizeXAe5oH>yr-wKWPnjhlmz0P@5-!4tWFv0xQk^GU5#+p$tE z%dJARgSB_0K;E;7g#^5$fniXgl>Cuce(l;=4a5BKwK_-oddbPsOYrNQq|0m>vb-MO znnxj?#*WOHG`G=9(2(@0gk(t3O+Sc~EBa>tSE{>JTO{VnzW9#0?*-!#ZYJRQoi{`f znYd`B6}(qYzhnV3KqhFYK``jZ?l{r`m9JDF7*I)2+XY#Jz)icXvD)=fy z`J3~SCC+<0k*HIp_grLgXy3uxzzqa%zTB2;qOp1cQ>WrTQK=75BRq<(E=rFC7G64`$$0f21Q^c$-UVooAfjH~S6v&8=V6A*{llQDiJwpR%xU zH2@go*e%m2zS&l!4x+15n!+kGf{Y>=PQMBSNtC3=`x6Hb+B4npLldCdZi0TylE}9x z-(96=jfU2uJ^Xy>5X_rQHjUAP_1(ISh?oN6+Cxe9MRfKMC(Wxsn zLi67%MNJNcsfW(bbxYve=XX%jc?V=eK}<)eZWV)JO5Hq9Q#yVN$W2ga{IgCVG4;hr zCKeRJU3*_6#0L5J#L@SzVS-5gva#O)unY(}v7G=WK@6Wt2oc?PS};T;dyu4s+sDoc zhlbNxvSR_E&d=6yYeGC7pO1?*P>{>?>0C}FH@#nBI(BuK0kBLDNmI|;kN$MRx!R)f zno0s&y#oSX6zxQDdw8AA6P->~A}}VC0TOASYd4({x8p=fOTs5tag07mrXk>zqZ}t9 z7qnw;XF63_B1jFvExA4p@Ik+wS`7tKnEkweqyI#c5|kt}E$YIlPBZD0^;RGtkghyI zCqy#}ia3anz!kZN*X>8{?#ttG-5}`;J`D!y^i%E*1E@M-y`i>CZbiUDdxDpl{oujJ z7s=J)`+oGu5zPbQNul4cZ=GnBI*Cvg53pjaSfx?Tbp`*jwY4#u;v`bpfLDB4PGreT z3pHf<@4cE4&Sl~wK?aUgNbvfd1MaXBLtA8qHgdGt6u=kuG_Vyp8|(Uayw&BSC7e1n&G?fc z$iwG=b>@h&kR1{LXMF7j>oB>ZwHO6*%@ert!anwr%SsAo|NGld`#%jPog3P&X>e1{eq zhX^iWc1KNju<$4@@3d*tl$0P~=j$!-hXoIvzo9f2mMp&;81=v1);||VibFXb-5PBb zkh|3t3{U_ieAB@i)u-%MZ-7Y#ob0AvFj5k7{+Zc`k z<*;Enq+-tpRg;n@4EbWJ0Te+h(f|GHC&3>t2M2yAJc!Bw3i1;Dl$VDP1?cI-J`rP2 z{&eu*$63qR!b+)cuwEy90bZIUFxjM zXbOD?T!T)C=K!XCIJ6H9=~7=c|`hqG*%{H2sUV7I}@Ao;=A z+&=fznKNfjp8P9Sz*RytD=*ZDPPWK{GbY&#oQ{E4)(OD^jep4fEa+$Nj}6izTL=B% z{jpPeWYA8-2(NDQJW{#pDX$8FbC0ZA=J$|N!1Xe3Uc?LFzCm&6HNvUYIMCPhOMVW}f z$|NVzltXiY!3EhzRyes>^}cc1r8pG>jVRltkbU!4Dn&5XI1u8+u>AjOjqD7qQB5vD zV{V3XLQ+z7d2mg6aAkZjR;HxCaR1<76Js^A-z9&EY~x9kh9M&bBHHh80XS1Bgz6K$ zNp!N~7Fo5f7Ma*$Kqk;Gr=0=z27_cI0xw5g&#{1;_uo*~#ga=7P$M=+p&hl0(YRZZ^)XcY6;;=3 zr;qeQkT;+JqbrtP#quel>c{DiK6icivd_)25&1nIG=fLtDK)eul2`I#SP5lET)DyF zEENP#nhg^4-IcuHuVMWiCc^e7``M+HEpS8eZrNu_A<&W);>7Yn{N*^-&4TFxy~0(D z;}&L>e5QD+KPV;(v$Cl`${Zz*k-lW`Hg=8OmJz~kr4A4Y8}YX@pG$Aqz0r(a-7KeW ze?s+hKIoSnRu?B*C9Hqb_+UkAcX!uz!!MX8T{KyF(jw=RgOM#&L6K((@3_}%R|+LTz{mLlTx5pF)+;U<$2M?^Fj z>OLD=zPYcKfjb!!U3bhy<_XP(h6okf8{G&HjZSc85$L>c+Gyo!8|Y0g2l47io%rp-xCbdRd^C*Gz-~;uy!l`er@{yd*wd{A@V7cMRb0_mp)9Nl!}G zh_~Ku$=QAIkQ>v^)WwSTagjjHNk?9+X@>LH$_5XH7XLJHLTGG)U9so73106i%@4d> zmQb^};`!mDG5~XbdU=ycB@60b7+cFm9$AGoKsdID~!nv!|6aNzjT`e{XG zi7Dnu=iPBq;u1XQftFKK&4PcCB>2#LTzlJI+;bM|q@$<75!0OQj))!dnB@WQMw~>% zI%NysT@DmpfH?FaLlxeAC%)XXQg_ML|-Xi89L&sWptvl+utWDt;<4b#|r6mnmzItNd`VkGhHk~mZKfHTV zJrQ>33a}km_4aOVa81?4ix;0fnQQ*!`SbblS#bXx>V}}l`B5Su;!9_ac(~bKp5&2TTwYX-Qz2CNEyBX+nwR8f5wZNsh-{bT zYbFM+iwzcfz2|y@qT9PWlU=JyE~xE`MQ;75cjGhix9@M;m+f0Is!?1@hg(WNFzdwI zoY~(4US-|DWrl%BM9{jNywCUMzbv}x5t08{V7Q(Al5*aO1bo?R{B)#5#wf9{LMtV* z0PQTLjVc56d79=c_p|nlx(4W{m)E}$sfY)7+&0PM$+3mVVxss3c^b`DZbdIqX?L!B z1KgQu+7S;EaeiW&7s$mFt|3P?NvkenY=Sy|CGSPYK&NY~5I|%qkhg@$RkE-OWD+d%6Z4Rz`q-$E%5GN;^DEg0=i%r4f>bm>W~@FGp(B}4w&u6ln`J`hQNuPu ztLNZExz%Y!N6OD1>Ym~gDYY4ctd|82+%E{43&8jLV0x0t&i6ouJ+Et3a2KrN19BZ{yk?!`iJ<*96e zR3Vy2Y|U;zm&!&7OCmBs;y~SYp6bz#Lae!Q*{}(>ZaZh4=*?0&7?eohw^!HTd}i+c zyH*$5SS2L9X>qXP({jyXs%vgy_M*Y*-iXdZ^e0(TCxW|B2R#T%&P^}t0HMNx(yIe| zD6(uWXqIKHf22nYWK1>!ojor9!Xvk;jCj^{d}%8lmO81KnTyk~#0!yV*xnG>8`lQ* z70rk=v6DQ4K30^9%qQv8wQ)jrAIq-S%Z5>ewL->-o@1S$!&g$CG+<97^skv6d4AZWK-PI$)D|#1u}7sLo_ zPOlkv3xUlKxRLosA}BK5K0Ipe9A4mkf{L3x04JWX%g^q4`?b~E2%cEZX9pvj`~DRE zs=P9L(U{}qi0r^4H5E%Ab~6^w^ko0Wpm%?po1s>Y7`$q*TuLkJWez7~Ivcv2#p+$* zUVX_&SMlYBM<*m+5qP1FAc6+i3bBX^^y;VA{N6-Fl#Z^KoymFy9<$%^ z)5Y(=8>}DVS^K}%&+JawB91Tk7Vq@dC_r@9qsakz{gqElS7R>WvH&X8l${= znIzHVome=uDdjvl-l{UUwp{6>%9Scv9V5e8?k+f$(GE`{Ox=#l-y)hT-v2s~N_ie` zUikVox?rOJ#8!w*ds-Wxnd>G{q!j5w#&O?kqW-+h>;vvr7vrslR$e#6Uqa^>H!LIa zr+%CnTKPnZ)6#T8X*_Y){ZQCzjs)9<=~T^0G|{I|N5?_koww_$f1d+(&l9oTWJx2q zqC_G+x9lq{0CeMTO)|I}ZIfukx}`dFHXTuC9J}OfZwA*6V#g_Z8g^v>n0KieCd>j_`uXmJBY5 z2#LNAM%C87MG}-s!?{?RD-D}_PKR_$^r2V&0RKG=10?@m>Dm0^Ds?emfxVcFX*i zM{cR)T-C{HPPZ##Hgy^v^x+M@5%qCnQ0)@pFxWRRb4T``B=ddDJaPY!XjfMtO2wCV z58nDeNA(ZN%VSbKrj4`Q9d#(wf7D=y_7{j`H8dkqy zw$i%UeF*ts4q{n;R6LTbx{3l)yP1f>w!G1!`pAAcSB~tH;NBUAun$ zda2*b!~%`lSQGri^41KugzWJY-9bbEOE~p%&*S71wIkH$7oEO?D{zc_(Dr?4n89ui zf%h7Gf1k7oyjNUK9gFlIGJ)Fog+ry|!vk~f)3wFEh)&4m4@Q4fz(ot+J!(62g0gWOz7WG9rG2*$!E?;LD5u3 z7;1BsYrtyotpTr=4b_(otNRT7d(P(9=rRFkx<@Ty(x;pMRb%B=gdzn!uPB*{QjMsc zuH4^Y78`0Bkut1HZGEd3<0ugpCLfT&_BEGjw(zjPO7Y~ zEQX0Li!5#|yc@jgWt77A5zZ9;@b+X6Ma|J!RR;f}{)7aRH|-8q)NySmEd|wG*)Rz8 zcL-hxKtXn<_-;pvfE+x<9(67bAh_qIPnx<7YQo3F775bCQi{XL9zTatxil8^>)gv%szX)%$1mmMm+b1+egM71ke!Ia(dvm%{lFRW z?4mj&%Gji$z7*$lU*|ImMj7yc5zh>GfRr)enJbbTdU|`W4DM(MjT=t-8ep+T`ilDc zwgVoz;@r|$%YZG3V<@+E#m9@5?C+$TJj}Bc2%wOmI$_Hk<{JNv_ID4l2*~6*op(W{aHXev5U-1;9JKjex~Q zM6zT(qLk{Ps`lNb1*w=tB{pMMlz$|VDUjVYO`rt9X4)VYVT(5Y0#>tie_MNV)v!vH z6h@@zda80oGU7(vuu}e4qq+@g`{!~Q#1y_A<^QmziM|n4b^qrK+H|HvWr5fzwQR#w z?#l&Op@_J^v-kq=!RUKabGl=>-$HK^_%`n@Q9sS5nIT12j;c-3Q-#E{TGV)0V-gv}`11&ge+U%#JbJ=70>|C-qQZi5!haY-O}S z56X2(Tj2lhhdD7mkp)#NlCxgX8q(I&H~j)3=o*0$-^M6POx?+e>SMc?Us1`fY;bzn zqWHscL;aA*SQxO_N?QXK+n&W(1-4VeRID*saq`R=mLQ%!eM%YR zH|*UnGCE_1KmobB10wj1gnjff*idjLOfW>lla5yx#dn$a6<=T=-;l*#&675o?@ejf z=EvL`06mowXk-p1_ z3Z(2^@(rm>BeJ`z^AiBFLmRzk4&+z!`tnq1_m(BNh}Q*L({~VJqf!@{Ie1*1HpyB| z0|R{k2)DrA5DxeL6AsbN^Ma6|FFE>~v@;ctjLZLSpLg3kzeYhym>(_5i%sclnO#LW zCRT9oDyyi=$}59Z*7YtQqCwqGHe;Ap-Sx>jA>{+6KPXoutag4ezyXp+*pE}mA-lrW z7;<}fzdr%m(1h*Qu!)SY`+G+sE-H8t?pHDpKZ;_pGM(jpW<;NZEzS*Pyx`VgMtl~X zvhp%(XDpV^r;kX*k?CAXcXj=`gIoT_07LWAUA^ISf)6LD9Z)KLCcp=7pxq9UEksER z`S*pUYl&Vel7%37diw`5pK~#56#W0;2v7x>kN(PhZhV%*EiLOcBUzf$v+)6bC|mhW z41gT4sUS3Vvw%$vl_j<=+$Ll+ZfIn35SQT}dF^2l(%GxYeH{?P2SJt7@Mi|~On2SM z(IDLdqKOprvYsJF*f`-Hi%IAb2Lg#y=1=;wS_R zMn4;VVKpgZJ``i9HG<#7SHmCA+EU z(Ti0Ui!}D7oM6>)tA2n_PIU>2VkFu@FhMxXS%cd1NM6F5RcBO;oyY{v4Vs`_)7}10S!w?f7RSKT@ZXK>N`ke03m0^B^eY||~ z5O4z~Y!KTua&0{M^dp-Z_e+n3U$b;rrvO++yhDt&iRS3mtA0MMdZqzMue6n8QG&lW zs6lF7PH8HGL(2QJnc4fLC$S>*8m61&+amKm&&}U7=D|eOB?bc^>P!6T5zkW7nlRxM z@TID70yqYhc6p^>b8#8-c2N$YxRG%#mGE`Em+>EB;TSf_x;7+3YqyvZ#A#G(qVo~Wgc~#s_U`1oP)(N zrJFCi+N4dH>(?(oufpuhYJVAy1g6;)$>(DC4OJPjhQaIC-t1J?tLGYY#?2by)q69Q z#wE7x^5S+&Hs5ZbIRpRHH=*NVaawwrSeHf@DeO6r(29qz3B3{W3%Z}g2=u5KA&+XI zY3lZrJ8~7|0Ne@bmo0BbIg+e&yjEA` zd*70ZFhFJ`B8KIjY+PG}{icdAy%+e2kGwT%KTSe*8VkWCKQM|iyseQfYX*1Fe1F#ESk|kg56=(J+jZo~ z5%xR}&SM)Ru;k$=YM~gPc2E5W#oEa0T62Nn=c7`){-8Ws--JD~y2-Og+9Et5eI@t~ z{6{sory!mxi4T}#VOEB)2!XIy)7rpoXhPl*LrR!V-!zb(BrZc$QVdkA6mE9*2D*cPEb<|3CyeU&2vA2d3F zU-j*1F| z>>Olf@e^z&v^ZJ7puKySLq*co_~fRX&-T7qWt9;8rs>`kK(;-b!`=wH_wV1v5UXFD ze)mh0@IzCrDt~^~(Pr%guVppQ2HLE(@O;XYMdY!M#_5?aN?n?|0fsW<5o|ae-Np-4 zK7<*840Z@6-o8!oI;VVrIKVoaJX7MNtj>R>Vk~=-R~3@nZf^?XhTu0X_NGj(xVbq+ zX*Pm!-VKQzI^LpG2Mks@CcQ)#xIQ*EdHq*z`LPGxE3`=$lk0f}t8tMH@(CZ2+i0so zTgeo3G=SS&gWldL%6RhR31cUj2;-h4z-twlx4pSFYn*~JpGrzf8;22_Z}Q2LRIYbH zYhbb&h8m4cMaD{9aAg{`nB%Zstc6A4YRw=pz};y0k)TYW6eP(?GvZgr#Ks9~dG<(sDzj5XjiJ9vAvs`#c4JBrGy|2pUPXNsE?E z?5Y_)8wK19;qf59#cJG|iDAXbUe&)0AG*TG7Wqy%-g&f^X8EwUD!}e~r>N zqaZ!-xe0BleB=`uR)!nV+0yHu;Z@Jt$ncyfM}NF4N{7aUjGtwDb#6E5YGQ+T8Q`iU zHJ^>x5>b$uEfT$;jS_psPK^`DP7$ZJ(OKyjm}IjP09H$orbMZGY*gKlwk*!!r-7O- zZa_mAK`RU{t=hG=2I;A4kT&qSb<+2nHj3BgG5fMgn5gDa?zP$B<;&vy&EXX<6)&LL zDYWv%&n3F_wZX{7YW&7Ja!6!JltT|Ya+qIFpfzmJxXPd;TBVB#Z9gN_@VP^P`0;X;%*sB zp3JyPeJey0X<8Dt!cfISby0j)ak;jiZORb288ikk&WwKu$WtFUw(@ymiEct@dWL|e zfa~NRTDOa`#ogrnXB|YtqXTf^zNsQ-cZH`X%xW6}ZF^D$WxF`$tP=#vV8uwq@+{F? z0~v~`=hDyMCxAbSd=@<`w8#|7W1K`oH8Vh$;z965rj>&ug)U6b2~0aa*Y(*GVB*n)9A$04wV>%-3s&s%jzb^0=)^AX%4 z1a4XKW^tJ?;50M?Q{1Q${;d`%!yHB4_5i7k)}fZ~NBpB(qbI2u5#V|3^U25OHVTM& zRa9Ub66Ta`p|Q+qH2acwzYBid-TD^Ke{sfqt<~kA;MpZ2LgJC@L(pq}aoS z#!1nvF4WkTTZIm8o6|Ep-<0zUn%L+<<$fQPG{}Ty18ij3Re>qb?b!60S+~#CN+6Q35$gCKGoy7L2||pZO9`po*%s-tMgmJ zXlla9YlGd zGw;gR?sEbknzq5R(E_7SEedd8fNy9zQ>wFknMq-DJtR4|U=yYm>%Q#e3D1L=?jhRn#n@Dm`YcNK#hAc zhXCr+f1OjXSS>JS-iTmFJq@U!2Z*bT4_;d&ytCH8k(vT7?0G6l$SjV z3JS7bEsHEDD=U*XWf|fh>77=%4ZA8@bYV`ofi>Keh9To>np(3by$eSUSZ#dvvV`l_ zW0;Q>k~9?kLIc2U;r+=!S^*lZ z6WGkrUVCRtz0K3(GDwqLl9G+XKCA2#n)ms$MwNbR^Tx;vW6g`Pu6d&iuJ#k|T^`%` z;7E0S`@`@H+lcjmOWGGBpA$AFN6q7-YA4$N&3w!prqqXu(%GCpN+jg5TN|5q)xqCg z5EJzN^?|qsOn2;09LL44BMqRUKn=Iyas<+DP{QrNuY0i5*N(&EIzJT9sp&{tIRY%bu%9N<3?4E1C24xi{xI3CQ{|7)Nf!><&0$#( zKb1y_C@-8hG3z$VulcyQri^fOa%j#DIfVTpHoDKutzVh}ma#wVUS>}{Ga#R$Nbd$z z(_M+vOP614+VM(6tiU`z+{t#Q{Ub3YPP1m@F0PEHpWPT;P(+rI9j6&0dKuhP|4jSG z1u;d*3-Xs(aG~%<%Xg(ME|k2useUZHG5lR=gYHoEG;Z66S`HmLbS$yccFC?NGFBoo zypHa}_LA#~7MlAH&armtfmhe0?o$<>H^7n^-Ab~5m>TWPnVKXW^ z$t|B@)lo&%wkurJkNhhUb(Z|AimYQILew1`qK?8NGN=riSFBhB#S1-szVEiCBh#ih z+M5>)gNex=Ab#j)T`%_ZZ3qGyHLu5kW0vGcPPY#J$jM4TTJjYy22`;ieJ^|?Np=*X zONF|Sx?#_L|H$<8bZor$yW9n$g%HYUZfQ+sy*7E-{wj7B8e-=+JYL)W2g1Au zk=1_n;694B`Tj71mXBXoc2|zo-8=*n8x@l@<6O+U@;0<`LI{>2+G1x9Yj?}CrULVp z#LK{bh!n8+R*q4r(5j<~hdc~JT1?x_G=%z#p>i`9A8SU?&oB0J#=VKUWF2o zG~VJJDd-Y-*pmpMxDnrl0LnahDxHO}bbVZE(DorF?onyZbBKzGeLtR7Kk~0Czwxi~ zW9~+)CMv&Cw1%3V%3NTxZ1?p`Ag7rF9L&4wt%0!|?e!0a7eqJ?89EeDh-?s3c7)hL zHw^#o`xvZ>5Qlg|z3?QW%lQN!m&{Wl&VUOOd$(ZO)D)*9EU$>L6;I@vE3_$gK=zIZ zJ`#s&Jd$6|FHRr1c05pmLP^rFPb!bB&AY9_%wQy6G#QfmX)yVFOQTho(7a2>GAil( zWcrKK_l^FtUK~F)>C1y@*>^}FhvedP`=a9zo!@M#+*Q8Mr`+=$)%f7oDmGm>YG;U1 zU)RPc^8;kpMrW5L4CF1_J>57*iFjBuPWMg|hXB6QSo$||)i_6c-A!_JjFSs7y`6FN zXEo*jZ~=1QEWVgeba}7Kdr0?m4B5V<3r@3kGh+( z3B)x=A9j<-&+#9$`??hVTc{_$xDs|#UI5`JOuzrtvYzum(ya^bk4}+iMP2E5RaF&4 zXyod~nnQJ{!(Gw)#(hfwk8u&>C`PlKLhV5$5vlUs8LaHRlPf9$53JVkc6I_nH^vQ^Bx}&CO4?9 zh|6k+1h+D_F1YSy>9E!J*{{$Yp4~Gl>0?Iz_>In|#p=D!rdU0rEciLnv$+Lnxb^Tn zQ>uZ1r!S8>bMA^+ctTi zRZ)JOvK`T_vCi8O#AIRDqG;n$5?G$=&EZY+o2;Jro2u$B9335R73$01YpCv%Tf5|$ z+T`~(9e+tB2#+nc-5V_i-qrBzGcz;)c@HRUXeaJS;B+4ddl0k>?W;xc2g=CeOBs4I z!{S~(`?YRg2X-H=-F_T=t^7kPiXOxyS?wLV6%5_Q#LI3OX2jv@sSB zb&Rjs)j53xNLJ!hX{X`p%nukYsWpD(oFaL)8AAJhuG#!&(~2_SOY_ zuz9hW`(h{Sf33UO@v2K9^)m&{iOdC06^UeiOd%}zTL&j_l=xDHr~;h({`K4`tsCb~ zkek!^pf3L2<)Mw``O1$6b(8O19wYxMKb|p8xuVWc^+2hn+Hd9|AC=3P{1wkcyCov3 z5b##Y=lAcedD3IetqUkc!}sqG(&;K6Ry!d+LnNbfAEJlxI>7z6lK(>nir1tr1`8@-|E@kogc#mnVP_iDiKDM7z@3A zf=>R#HRbuEte#Ow-HP?RQNQ%-%@I-N1>+n$A`ls4G^63jJs4aC;?K|27lU<|OfDJQQ&)2Y5rP1>xX-pVD zutA5ACEw;jP@!~+MSw|{8RpKs_gg@R6!kjfn6GyIX^~fRs@-mK%*nK^PM;qYn9_b! zguY?kK977?Kp7emN;WHDCUZx>S(DuA%5}Fgzzo%r@TH?@FT~wrSGQ%d+ar(^%-5T= z8@SfldcH+zql zY%5c$L}z+nig$hy=|Oftd>-+veD)AFbx9XWsWrkoqxeRK!lHa{do{U*cEe_V!)o6iS0o zq;@%5i4>KDoYEvYB@sz=q=eE)NrogvW$UOkqGYO2q``1XI%r0Qrn5~AG&n*C@Aq1F zp7;G5-p})Vo=^Abx3%`VuXU|!TI>3L-_JsLh^X98&|8Jf75sU7(;gtG1(fSBgmaR~`J;A9cbS@Y2%VexFsJXjn=Md(IFULq)g9~J>*u; zHHaMtqj{gqN_(Z5IddM2IzM$#!r;t;&MX{Z`cXVN*$D>iM3GChC@wq(Vgg@PWehdBC)4KZ`Ad=_``7xN3INwj2nRk$2BOvggrn_ej zD%ASNczBqfL*qf?wgOi7MspINQjSA&>Zs!Zc{@(I$pb`C&TuFKa?qf{2dgWuAwaca ziZD}xm}eD|cJ?q$Vq>9z-jULVOxOY9$1^g)GZUiAr! z<9;Vnnrc*=NRqrdc6}73ialO}1wqHniHg0HC0)KA z?2qNcf1Y7Bx~wsSdxk!wFk-nV>O2%^o3n5@v%WBxR5lY=_#rlard7NRyfkhH!h#n! zccUIhVC%*^K4%^a69%_W8To!hS#Rs0@RGP^zt^CBuwu`(zb9uf`_P30^W4fx)Cq9? z3~378N)b(jxm@6ZOCh^(OUS$(H#$jrO3WOJ zz!1_6GL?Pg5PhoMMl8-n77K4KBL!)L>p^O-u;-J;yJDqqp(mHqvf3nD2BHgF{a_p5JSp>m1*&12n{V|3-i zb6F7WyaOUcb!YZ2D=yk-%us*#Ql&-d1<#NakZ7odve-(!Z?*G2Y)jn)FbKF>1UngV z$ekV|A*bZLvy!F~Nz@9Q!i(@#QF1}iE(uXLYp{Ha+c|XM)2AA448AxL3joZWw;%xr zRc>=gL1V~|ft{?SP!uUf8*^YJN4R}2No0JrbP|U2lXBNBZX!=j!fpy|u0&_d_q)0( z0DcNhUAWZ1RFFi8 z{rr@${W*t@34Bwj?pys~9R^JPu%HHYk;N0F_?gI&t)z>q+-xn(`6k26S;dxRf3SM! zRzezxJdxTuC1D2xNI>Q|hKBl?p!*fgkO(4*VZ15y+Oc!zp;0AHEcKcFE|^}sMJ7Px z(MeY>-onjhB+Bc}E%-upULBRGv9X|QO3)8>O}fnbGqZPP3t9dk-!hhae(IpTHod&k z26d3Ou7D&2S2h$;@FqBDN=2WXrsy zWZ%we+P)3un^_T$fIoX@z>*<)aRm7rvd7W4D^XDpRf4s*wGcq7*p7-o6M^yz1gLZ; zQizj2x-!}GfZL?5%rPe|AqOT)8kRWmmNJ6rHKvq;y(3Oa=0m7RN02hk{T=KtW-FX# zMRj2p=ZU=!)0WcX^RkcWSUr69Y>kCEd=P3!#2rc6no^8T2)qVW@WCAO9k?dPH=-$Q z8|vwW2J5+o7>SAw%5t6cma_1_tnuX9cP|ygh4NgL)$3r+rI?rLCJaKs94>U`*k<4*LOA6qv zZ@O`7WsM(PME2aCT3jMT{TIF!!97T<5!%6wm8ftUrod&eIE@sh(RwKwp!AJh*8l(& zdy!M9ji>PZn9VSk-(9pxm@e)jA6>@GUjFbH^i? zLW1Q$yvL<4zoaU)Oa!N>J3&e)JBn^8XpE~zV!EIPryn40CEi3t-lu(WrO-2*(;k$B zMxYS|rUi(3RLlpNce3i^ zffhmLES-PT{f-O`oC$3Ut02xgIX&bA(v!(~$XjRV1xvgjKlRKwj}zA#XTl|_5(76< z44fa#hwDIGhcFM9&pska#~psGAtL7%1lv^2g{LX?PG&*0#Lp8fbCC$0#YNLU=5i^_ zkM*3JT$)_MQW#UR5G}LmkP3D^CvHxl+dQj>O_VZ@Ch$SL#FeYzP*&XDs%jQpT>yAH zz!;-?Mse#qqVp8gA#b@lR^(p8^KAt{Re1e+c+Yb#mS}xJvBZv-W)@2}q4s(i*C^nH z&tBztr2yq8;q{o(6fKF?CDwWo@$%ufqPWnjb;)PS?)Yx={Bizg6Ym?1(iXKfS=>ib zXNF>cxkE8seMb^CY!4Z1=tu^qBL%fH$G*Vs={dEQjv~tn1_P{~Q%p&=-?j|7q)Fxqq_zU~LH8TNBjC2a8oj44T@Oql(T{-x=;dtFN zYim7vdYuebD4U!dM`b9aXQ5mgi+k=8cNEG~!n%;2FOH~;_?Lz48=>JJ7Nn)5SUvRHy?bHJ2e-ULq#+0$ z_*`rRXNQ7;$sK0YK{yML_*j_~+{I~f%w^mS2-*p`xltX53smvC9sHS05`@g$&u-aw zh~Y&yU@Lo%!udi=DrW|6rf|!;h)W$MT9*$lFZ#9^mPTaaITXy7Aw7$;0SODGMQYSK z3zkf8wl~oYHSGVc@I!8e+XkPFgHHGZdwNaP@?#e39Niih5j@mEsKVuhsEH@1r2J(= zhYQyl<{@C>c^06ABuj;H?l6G(KIqV=6W#wHFN5RroVornP8J=r?P%NIV*cH^e|=4< z(S$p>`y7q`#rY09a6Ph<+uOk%Vk7BnKzs0c!!Kt4j{V03T=YcklcYCr^e9VM@Nd>r zhdZ5a@+cSpa8xcfa_<=SNBADj(hV%*p1WoZ)*@I<;zj&oiCi`zI(98Wl<<0BV4wi0 zSpWN%bZ&O6659n=#F*W%rQHhzb$AH^A)zA}G)IF1>K;xX%(rl|lfgZ=-iED7A(~QG8l&c>(sG3k7 zwCe!$|EDw;75p$9d@F^)XRzOa{Z!D^XHTc$TDx8|ja>tcO{#i>mwNZ^9laOsCsMso z@g6QfG?;|Zd1C+$ZBX+DLmqalF?tL52Qo6+H#5h9!oX#UeNpq;(KEPm+NlTjYeqPs z^`4r=Vr}5Ui-30PaL*qS%waX-h9p2alB(R$KlMQ06o_hcIO3Vzxj7qw z6|1lyq=J|l2h)^IT)fkJdNBUk#Nxv;{7!M=ElHRD`}@5s=WbWVTH7OhFX>?LF`?gc zeuZGn74@?+ONp|W)7&$Svpr+6PpVk78eyhLr`Zmk z)e})xg|%^@FiT{`LCV1@dXaAyMhlUXo7U2E_slz&kd(YRp|`OSVJ}WUQ`6Fh{*#h; zGO8LirxZ@vEL;lct^ry`5Fj7l_^b<6EhJAZhTO#McgjTPlxacibo zF-u4<2`AjZd8yF9$crJoaR@5aLJBot*B9oBvQxij2kAl99ssh?0VhE9!N2-kUC@Hd zAYOHxNON%!s0`lM2}cIuff)37j<*D^41~%upJZ<=Vak>?3+dxHobjiii0k5p!UC_T z0jOa92$nxCw|PrR9~?md_5&UAkaHavRa2@p0neR-&ryTZ+d23gRaBu>@;BcMJC@z- zis-c$!RDzWGnT}rUe>EJsJd+(oGPmf%CW73RQc9#E_&T;#pfb#cuH3Sa5?Ei4wcbx zamax&j-mQXdy<;gus{7VLv{*hQHp9k;)`%$#o&_H?BJHZqE0$mhzfR1E%&ToqFTNe zl>m{|rZ%|@Z)OM;$0S;pe%1@ul@Fh4%1Lk0@7!~$sl8q}@~1_}pTcAM{iVuo_0eWe zmI0Os+9IvdW&QzYUo2$;xFKq~0vRb*aUhQad?$v72R25vb{ z2=gKN0Sat!HGo_9O+nmxH!@qr;s7SZuEFh-$mS!>QcWB>=ph)QwN5iHU^~StixXr` zhPpx-lA8i%j9Nrp`sdLG7)B+T-IRbi@;4SYr}`u96No(hSusW7ZT|80z^A)I-GbG$ z|4=s3w8_|`Jl-T{k3ii!rhi7x-V42RYo`S{iK_Y+rR#W$YMx5g4tAT|ADX6j!up&0 zrkS%`<(@w1`EYpY?FSFUWB=5dq`EUG=8vbQh@O<9%v{^zpJ|O)CC>ROs9@ER%fn%&P8{MhS@BUi7G*n-TE$js-smr4|TO zPN3C6+Ozn^q$5ig3(g1a+^Mgphx-jb0LpfA_xGZ8nzur};c`W3DmSIP1#C*)m)(8j zGiq$c>D-gDDGo|EkB(hv$>!13c|uL!^s9!y(Xn;Yu3iv7@oIEO-Xkq5pO{BE(H?@} z5i0JAx+cf+E~SkfJNAe0F<3@)CLP&x9^XH5ALpD0xzdqyT5aixSu9iDf>-$#@$CQV{7kf9es&!8e%K#+I!d<<&WW(VA|Yf zz;E}sbplfVm35jw|AUr%%nc0*3S#1TI*!Dsv^A#U)IH~?*5*6x>`K5b`0fV%9(&D{ z&7}1L3C1J%(OfIbh#sF`cL98&`)(ASF|R&)&6Lfmm8}#08Ld;_jrnKHyC(Y`R z@F$IFa@Vn#6Z8>~4LD*&GWwdL#;+gMbC;g3gI0fg#mVIZ$tC!=+)mkCl2#YflC8F+ zCH1Y3hFbZAQZEB5uFwzO3B*Uq_~cr~TNi!D;@zLw52?%U<&-%snbeizMK zZ1+B^Vxn#4<%<6slDN~~44mzXsWNkMb8|l+y*SZ(8 z%^J^5aX+e(U(>l)PJhYs<^EPt$)`hBJ<0z^zdqo+xWlW_U3o?6CONU!Y!x3We|ArM ztTof8X2tNW|I(KinazQ2ewE%IJM1igg@^M*&yO}6vQqYUKihmg@%nke8V(BKHw0n! zcICV2zeji^JsvvKC+w50VXZRs;9`!)QQ!Qu&J%L_rqA8{jiT0_{JwHR{y(zy^DekL zyqeOLHUErB_ry!-RZVz>B@>_mit!oeclZ1WBj@b-sbbq-zzYnw?_bQ#+fzxsHVYvf`%G&SzbpzfKL2 zezZTyB{MI*+28h}pIpYYof@m=OFVasDYrOigt=|VR5;meH|}DbO2)Kvo~!QbKX>%6 zvd}l3Bq-XDxegyqxEQC7k6c&XH^fJk7KNL}4gdIt79>AvTV%i{qea_}&%(8UH_p2}Z$!9oU7`f`c6tw8Jh5nLB*NWUSlTSPT@#JEhFFq1q zbzkDTFK@ZVoOrYPwCwE7jzs}=r5lbScN>B?z*4T+lMyG zsHY6y8biyZ)Ro8HyNi48kX5uY`G%c)|H5{x={)flW@+k}XH$Lj(;CN1HaWGQ&eH4G zFTB7OXbLTm>Cao~G5)rG+vWNSw?%4J@5`t-6;+mA^KrG`c6r|8p^mRch2#XKM=4A@ zm(!u#)(+q1_)5Xt-)KVNlC%q&?aKCM=Ut2bG5osDf7ygW(^m1X61pZ6HW^LrIn$1f z{k6rl4!fozSffZ!LU7Z5oZnHEzW1GbHGRS|de~4QB}HeVl2tl_*^meyXvnYY6(7Q4 zR9s*~|4}==kYA)H{?&{PT^}SP z`_+sMT_4k#py?B{(1s2DlizOJETfn*{A1gh_I3@k&7W8M`N=;@t2lMKOzE7XVeKE$ zD?&T>Mq{1<{#K^?rr*zb&cClOc>Z{};_J~Lvoza(vp3spU*Q)Q{3vbynbS?D<&4(; zOGCAXuyM_s4doOSN8HHeMnrIOTH)kpyK#PTDm;JtCw_6heK$K#MEgW%ba(EH_BqgE z?^ydsPV6H`#fN`%*L^$hI{&_*1K-`Vi6*(Vn@utZcK38ydKDYl+{=~*%P*vnr**)g zVX%2@WZn%pv_Eoc->{K03eM4B&)3n&f0!DreRHP0Tf^N^*CcS0QT>}KQQc$rH(UmG9^VF2pmeH|&>pM?eeWl=! z?Wo#j7BtKMZwH?PMQ6nu1nRsS@$=ng7MeOf((=4#=wM%at%%>?FV}ZE$;EM#k3*s$G_GdMB>|ZzSoR@#)6=O0Q}+-_U) z_nN1=y5*CThnr9Bxx8b4*(I+jQM%Ceh3gG_N9em?qkF}w@Sx>y#`sj)Mkdb z`0vTDBC*p;jB;YJ9};x`G5mHWdguP8(}7a?w%Z~L^u@~pY)h)v#P$_Vi7L>SD8pQ< zpzVd7dkgMKm8}|AVg+dycAhA>r(d?}Nr_eUQT(>A;GS&RstF}l7`3o7p#V|$s)`b; z?mC0f&y94;)v8NpH_0U7)vr~!UOrSdTOy`hZS4Mxu0O_YQ8tzM-SE;Og=rL}CHt|=O;a;O9aV39s^QG%kuK#GZSXC0vB#hfFz6b^yuzkD zc=M{)Q$9|2|J*Fo)2^{4Cg}w<-yFm3Fg@rTyg;s}eYP1{b%Xm-ji;yVFolLa(%kwF3#URO@hnd$mjUjA0r*qv}{eLVZVY|VDW@9_HxsjpIR zKGrh4XZUrt5dyGXIeFgnL&?KzN>q)%Jo~{LV{X`6=wnPj!pK)Hw6A7Aj_UCI|8Bbv z2ZSF2xbZLR3bW{k>C{>7wc8>?eC2p!8eK1YVO8MAK4Fn{w)j`wyr(ZfjPg_$Tkq0i zt#4|d+ogwh9ZYh03WFW;VYNgf1n$+j*ZF~z;FFc3_7;89`kUv(!)Mx?AqK0w^m@wH z{psI*Z6(Uq#Ae*usSz%mZAOuB8B`O2?g{6A^aXvo{(sMYHQM}Z(tJ00xE!n6mSTQD zIsQO%N|YmaQ^FkeV?~Qc5RpAdHBYZ zf5H}kY1$BsKX|^*G0)H^noP*kDTPY}^Xx0O#5A359-lFGTjWiw@mI4Llh(2Oc_A4= z>0bIv1Pg5(9~LC5m`^>Y*}fLv5VNwPZ{}xrk$nhH;8f~k7a&Z8^rrkHC4fMo`;f7? z&jE;C@mO&F!F@b)!QlUYX%^O6H0(wgJZY z6Ga*A0AtK){%_q+rG&%GJ2#kLR=JDkzsFrnlgH;b@B3t}%Qndcst**_cKabazwk)EpigJE3SP_rnRxQRKYy>OoEoX za6F#ZU2B2X^{G*{1dBvf7`PT{p%v z@Li(!z6_(aHt!O(jOx>y@wDBy(7IMqR(he`Y8m>W1gY}VW>iMekE1$D<%g|hHKQh` z%~+?5PYf2?>G8Y!SK`%%UdiZR>B@fW%MdNh>|dGn>i7%Wl<|GSeIqgwYGW>?Zz>Pl z9X4DLuu3a)s`K)iNdEUxzPzrBE=w1csv4@h^{HUYO|pS~D#^8ZFQRut#9bFvO%~k^ zOP$I83PC?#Qy}wQPqpve@l#W?hK0nXH`_1UvB>%FhTqgm(k?BokN)jUN!sj9o-(#A z)(I*erZUE*cyav2_vG={ z?#?X#rmuQ-lTq=-giDt%Z7`LQo+l?~_S~gB?#KasgHs7tE<=QJPz8;3S5zV=PKFZU zL&eGB)89qBh(2;anz!|`YWdx}VTzYCo<2=b@`!4-+43&#(q)tm15wfF={)Y@nl3NcJ5=*q4hhlZI|5)~Haf0@!^0+Z!`hsgqwOoe^1xCNQZBc?$JY@p6C?(Gx zh3^?P-R$`!%g8Z@#r9vyczPRO;Mrue<=?p89IiMT8@9+!*04D9>21DI&rJ6$8R-_D zhJ3zDX%a-g&`#^MRcSIbp~O5vrNdTMyM?!Ij(hoGU9otxuPe(Hy~Zz>&wmlE3#k3C zD=i~+CrXdlYW`l$bzg?HzvX+itguu?1qF2Au6(>`pls1DRA&Kk=xO)s??d>o3D440e)no8 zJ)`=AYi%xiK~*gyKOPYiENq%t{&l(7cLR1n@aFNYfd{t+zTNs6Y=@4@?@s`FK4I{m z1dTIl%ucv;^U?-vzlI5NW}R!aHikG?x2T`FIIHsLqde|QbGa`~l?}W&EBVsrNP~t6 z%VQtqsg{4e8+M~0V|8nS(z#6qGH(r3cL}I#^E&{QW3sZc2+m*t970nU*032pUtD`_ zhT28GM(wyrG0)NBypQP#SI*2fUG&?Ti+p_DewVu^N>#raX}MZqTN?h>z1mjKXc70Y z8FyU9bCPu5e%105P&&iwnX4c2h1w*?*LH%?FY%#Y3P40eL>;$&e!KN-Y=MmDeARZV zeb-8Oj6%+$a9qMBO|Siiq6p)fi{(^O|Kin*fdCK9>s?S4N}Wjj4W4t z3uOtKZW-x+Sd1)BG&Z?GVdm-zzB9;01cxhLp8xu(Yw}uH3dO8p*?jj0GSc(K#q-a& zEZKy$gWa1i?u*|nHsMQ-$ZF3Qk9W5!KU`g^DwwybsSak-6V_8BS&1xR_1$6F9_Dq= zppdQwGASwJuigIp@4wLe=h3_rqRK z)!@&Um+sqpTt*SI-R*5z_cz~YYWwk1`)&9Am}Qi9GNIOJbvkw)#*ghwaj_Wb9KCQI z8^1m@GjaH|@4il2N`HH|#6hmDZiIwxfq~*Nqp^V@t)zpeTk(XJB`= zZ&+5FSOTLF3l5agA2|j1FL)oqZ>R098{;#@Y|J)@J?dLl+vHD@&i{B^Cj0I%53eSh zd_*R1o9XfHM*2cd2(X?cgmgAb*i!z5Fnw~^tHk2n;m`0e+rO&mvW1?J!Kv%6e|hiI zakq@LyF08aLbZH`D}F1Gxq!GrWgCB$zUsTnP(^8n1H+#im4~fz-m9~MO*UW!o9vjC zY?cOR6YAj1$E@6Ldck{NzzX)zSz#Hu%5`4=f}+O>N@E_)G`V1l-{?_#b9ASXmh)ei z78_hhxMZSKBN zKEkHAB;V2>VnJSPmLs6QGc;oHsGm_;rzB(Ra6rFaNk-e@fThl;^24iy<2@uJ4IBe!nRCUr>m!)~$hv>~uV5%$16{|2+yt&R~ z{AL;H=DIIGZyWza%6Od>1u|93#e!AZ4cTH%%I7qT&lYP$Hi_YAfCXEu{i|rk_>Ha7 zi0td9?evVE^Vwp-QP*u=78`J%E!K#xa)F zu{{B)M*rrfBOZU&PH^5ulFgceBzL*xwJq!six}zDvxM{;mowbwshJ@}I`xci6#SAN z&h7i=*)DUJlXI_;VM1t7Cn4m+(^r)$c)XR>K5@VjzmY8J8`RmTaP$~F_F4-Y_4DzJ z^G{cClK99Zk-v#OM$B{{S{~-+y!Vrh*2y)im9}1XvB;Zk8hkFHUZe8pwbfdu5$5B! zI*oP8TVWC0gu}Wr*~24hCjZ0{v7m8uxXn#^ExZFwx`R#n`o5O)OdM0xnK-gnGI7Mn zGI6Y$LE>_TL`r%{Dp+ z{A1WdVr6ZTjPxXIVECZ@unu#|<3>0~_rYZ-Vdl%UP8(e}4zjCsm(;{>+f8B3zsB2t zjNEG1RHu}zv^7!HWWSbC(A5lg*h#qMQ!wm7a6|vb%{DfAiz$y1&*cGiv%-Yx6yI?tb2&Dfwb&cR4%KU=j>xHe>@s ze*0kaE-T$dGe1rAQUv~js zzdkS%u>-yBUiP*>{LIH{a5M20kf}5Jd1UFap z%j$A2LzsdbvTs3kynzhKcKd)c9!qEd7KMGZRsD&GFqkFTC~hK7b{Ex|uoWN0`u z{z0zOtyQvXbFZI9i1O8&3C=-PXom|F$avEJ+stmgY=knLvp2{0;EDqz`~z?th^^0C z;A?GipDJ?l7IN|)%N`@9okh})UDOE+M$?DeqUo<poX?;*q78)mu&v_h3wj zudnY8d?pEc95(Twpo4}Fe0`hCqIoc@Lh=B;f#?j`d*J6R_9_6oy(G@mdhFkH z{LXFfP@2u68^=?*l&sTCb27Z~6?ce8i>1mH$H3_vTy3L+crnzxH0^xkBJBC~ zs`@*imghJ3&A5jcJ>I@#zMh`^k)Nwlsx;JrjtYu7{|0TFh7Dz(Mg;O;UyI}Pul5pCk0c93cl-yxwH;ledt zs}!3NCOsP0DXY7clD)-nllHj5sOjtW?YI{q)DbF7mmG&?Or_+P!(ND%^)`>P*V}u& zeD<#4!qL+u3vjn_>Gi+G?#vCpMO;AC6NLWBW?+;lw*fx0Z{onqQM&kpyR&!ca&z2e zjV@n+SrC0a2nQFNh7k(#X;=%awAp1{`sx9Zik|(`7trSh*Jspc2moI^QnplV z_?_OVxF8yxQsi->y1M$!&f~AT3jx9d;ykqdQq$@qbhi;K97x#=4@EpT8Ai>0r&f-d zE`y7%irnkW-gT8*p~MKG{NU?&8S7Pu-5DA#Od6l#J!E^7bN|vX_2k7(F7h||!V%LY zpUB_bm-u=*E?NV2ZTud>K0TC!YqnB*Lv^^%!@Vr7V~FA5QQfPtVr(F%XICgC9ha4;Z%uUU$h9Cu6D1L)?er7ip8GF|_X!Z1s`+Y#>F#Em6tel3-4ss3`MDNySO?*q~i zYbBh}^$0ky$%CrrWz4Bw?lHh4@zJ@Q2nYdX@ER32bu=(|;0U-yP+z@*Mpaapns@&IS~i++06|8Lh5xg;%xH7HpMmw8j{DZQ znQz_yXKEV=H95#eRdn&SNf3g82ynZA`3#IaQ6RMdK6xv(?qlDvE9|F%NB~HvWlSAr z?@|erTz-AnducRpgf1nJ!5skSLlcT8_rKRmmZgaes_w`^c{o{dsw++Sl+#I?y;FZF z@my{(f5-{i8L0#yGdMgeXf!ck2I(m@R5t^`0FwEo%ovX?d{4NeaeCvHdBxkP2VycH zRe(u*t{FGA0dxS02t*d!^#Dd17dF9!`wQU(JJQTtd5F}zl;8#k(qS`t(nQ`8iV5zF z#~#+q4AW$DFsEiMV7CAO02?Hmkn|==^=F-xT>cyO>V;;uS09+#0LYHx?ey51H)C#Q*~95qi5ffBW3?`I{j& zB3TFZyPUbFs4?}nN>*OqgyJOw+?LY>#h$kq5ZcP9jGMFu3!)M#20J;R2 z8J<MErjFg(}G}<;nD>Kn=plg2D7w!1VqY z&02n4N@b&`4N5@^hBz0EBt^iO!0HJ^UX29=0GfEI`4VuGCwNQ-;be~?g9?(tWO}V8 zEP8YFD>OJ1Rk+r z(Tv_nx+o63hyN1e#-oMXXii)5{NN=vHVZ@v2nHQbRRo*^Xj{J)`~o~`f9QD%uVl4s zsn&2@Z^z45z~}5G$RJmez{BgfhtDLC3VT2=J|J1DA3Y8BAT-MRfGg|)?Uz&n8cLgX zXgaRYLm`+b@cDk%2u}&8y?<5{2eyU9y&?isP=ZS64|TU@omK!K1fW@&x>D1>@-HTp z^%lTRhhGP%?UZWb8%M)BWXFh#Q+DrTC?+!p>Z$F8-&WFv24TL5ATaxC=+AGhz(3uwYu5le#T`7Ur&pZU z1T`H});qy&R0VvMG&Rwh@frTY#i8J@0SpKFzR@ds46r^K0Qv*U7Q_kiUV?8GtOO%p zJ9tAa<|rSpCdyK@$Db-&#N>*8oI1rYSJ(safk%dY=TJI2fT;p^mVv{+MXIssOo%knCbWjKrk zIp-rl)eM-Dkrkgls4C@yQmUpNk%VUf#WOQ6S@O3Qb(o_G7V*lDS3;o>U|MgBZifEc z4FnEi6@KtbK;<*STt`O;wc$g4Bhv7lsVbm&#uN!NgCeMl5A-e1UllCln=5y)mdiv4 zlEMN9_z>(P1a5Wn0hUM&Y6j-!=x164*R)I&mhj!!QmuHU_34D=K>ht>ajsqkFFZP- z)x^rIJJ{#DgYI0IJ{ZuI{cD*8>)<&5ihq^xpCodgu%@e9hZ$n4|^%}y(fCG~HZG|AY zK-(lda0);B0x6yVUV+c&t4$q>_~eJTpZZ-wr$<`GJ*gB z(161Pss54YI3Fa=1tFHd`xH0d-1)&R6*2?|6a)Jt_*pbCe)@KUC$T7v+3Nm6soc~- zrTZE2OZz0*1`MT!z)jGbC2(k@c<7G@0vL775r-<^wk!bYNWiRN0H^>?=%5Xi2vu7r zlz$;t);s*y26h8L3- zKXUxwu7=pjTH}9&7N@;VZY|lFN2tVaiy9mVqs8L{f<3tWXTYGVa&rY_BRDP=EL^y| z6a1EVWk7U3br?!(pusr}S_1{!#S%5KO~7-YW@}KXO=sPJ_*>dTo#2cEbR7VWL;_8x z^NTjFnKE^%C}8fvC z_G&5F`MKMXe?U!waP7dV9=0d0p3o#SqyO{+To=L)#GgPiaA|9%*5kl<&_{@(O}1SOUBx^= zeee0x_}|wTIMFXEV(wD=g1tCGuqkLXxwHFL zU?9j^8W3p54g;rIM1y&0All96<4=U4$P~!Z3x^E`J#(21hwTAOH#+;0s=|TN!_UNl z#_Z;k*d3%eCqb3n#!LStFzPc*7u(Ex=A-W^+&jK~bJS!vvgmWi2ZHa52JunO=o9Wr$hRl3z|lMCrZH`@p7%wIymW3#7EE_w;LM@)k&; z2q|8~><#)K0dfX^0Cx;$a_7IqhDi$tvC{_<*`G_4iIt8?g^CZ%q`j=)c8)+|W&F@> zi@weonLsm%02?QO>;P@&l~SAsnr@b}4~-4$K`c3-6E=AP;uQJilHKnmw(k`N&(Zc5 zG3zcO1SXbSd7SuxKCP_)RYsOcNRTYkYoIXf`|eOZg@qwsu?x||55~!&9H=53HC}K? znfHN>Zh~WJIsj`MhK){LuG)2gqpswB2fTu%o`;5%h@yO$LC<7@GbZm|`$Q~N} zn`z>Hb>PpVtevwtrP2&ro!7$?ZagoUN|9Qa!KfN4nD|uF#vy-XO_Mw$wiu}g`sSBi zA(RMEz5`6(0hpF+Ju!2{1#V}kueINc;$8o4r3KhNn@mbp{n|cb2Di^9Zu|JFFr*01 z-BQLo>^24ZA^@VMObc_aUIW$+h?xNPVbFjI40vEQ6nR+3eeb5hz^4X&963O*KMZJL z7XYjgo>m@K+yksM1YW?)w?@xC+M8k68IJ<+uBHMVaA5JEEvxyTP#JtQ$o65x_#jfA z&ya&TP*vdAG6=2NfRzG9e&#MP!J@|vDc{vk$gU9qQjr5D$xCs)-k?+2#B|<124Zd} z&{BeQ3J44UyugL40^|5pVy1)1U>L-4<3;>Yz5>BT9E>v$EF(lzH(mtoxWl2!5UK>3 zZs4Q=#}Y|r!E#uFcAhZHo;j{E?Lc(F4twu%v}s#GPsgDVe2=dL z_N{q$OA(PZ0DAFN{W;(qJh<|&HuMllj{HrOVUV=+^QCeHgU;U?S*jLoGHoX7_c8EJ zB7pX6n3Q@cFDLF)^q*gs@ei;_z*h}qmKngbJOF^N!$1vO>q*GcPwd8n59unxo}~wc z;)6zT7piP5RLzL>NR%3Y_EFpwU`a#{NRIIS1O~Ri@Td$qxf#HpZn+iu^ZiRxXcVEt z*6p0Y+O*et?)bvR!14=inLyK~B_hqM0wx_nXO|2m%s~;<(Fn#9s)#|aEY zCE@8{ypfmQYJKAH7(hGMVDkT-0J5951vPp80wUir9k%|=Xko$-7x{(0T$m3Qoq0*R zUM;H&h;5@SLgcn4P}W*NZ2<5L&;(clR2WEf|0Sgm0p6RB+Vy?)kJWXYh3{9l-a9V^Z^^VfE{00CF6jRUx z8Y{s2!eK(qpfq!|1Jfuf34q`D_IRZwofRSn2 z!uW!hJqIbpm4+g4{4IOP^XNb{fVvz|_~1;y){ zc)!QFpN~|A>I8n=)*FZ3_*7sqSANj&fQ)O1d;$T3fq%ng+BFo6V+&H!g}eaKNGA#c z762g2ed_=aPfE4`X--@#JP?H>4+iD6C?RpCa|jSLl5*luz*dFzAqF-bz=i21Sph>n z&Nl!|n42d^5q5JpD)N;VUBz01(?WgnneD zz-wd1N9kfmsb<>(|L%qUb>`=xtnMj{M?&>13nx#afQ9nSgy@V6ifS9XK2;^@0>>86 zG{`VJZKjK*@E~YVu|s7YpP=qa8=&&jw-9h4GE5hUo)t~!Dx-GJnd@WI)=wPtiD?O( z#YO%_wV;yUc&aB+LbXQOjq%nX%m+r4F}A}dRN(G41Hn^9Q22Yijn8MQXjB1l=!}N| zt^qI0CrrJp=@dvo9%;SKyaJs_aJ#bn;9`)#}ZZfT?tfMCH2a9 zig_Y!H7M=1ewi|GW0=9Aj6h=b zE*NR0EZ5u& z+uB57>^;~dLohK@ zEwBHrjjYBV38FTg+kkHwP^#pFQ7eF5X7M-dXY;l;&>)i95C6Bj!Q>8@7#4<{zq%VB z^>FIU#9_5hL2cdMI1;;^*sNpTF`JOB=B}p*`h6rI^N|p}e)kU1{9i!P0`86D6L4@` zYw)Qiaui?M6o$@r|JQzqjNgxJhGV{b300VHBu6PR`$17I$(*wW`St3r<~Su9(sjUzND&<+#{ ztl@G7{0lKA&E=O5Rxf2yHDmFERvrPdlCB_Mq4Pxx3u_;c2f<`hIOgzn_bsR6CSW~@01y=- zn3?m*5f70B+%hXR-yBZLG!c3u0}$^@FmnH@N+45bm7#&(h{pjnA%y>UBf=3TpmmnK z0q3-UPD8FPy@L3K$?<;*a}5quy7Wg{gB*lQ>IRjEN*%eYSyB8x3J(7!1U5rK5 zBm(P6Um1BqK=F}?wiRL$X+aAp++3%Ll~L&CC=<~uyN%Bw8rn$jps zcuU7L!1!?kJTR~%r>_AJF5z0@PJ)*upBMn~t!F%jT+(+mWU{n)7)IA<m+osZE+zo=s#TaYVtK@ZEjUu*0I!T;j{7bJ?xDzPM2Ke&{mJ+S;PdB z@bf^eADXV2se^I?KafDaIGlT=WPne6)lD~A=#bVa^gAG`No0gAT?@N-gHB~03`Rj0 zR#J9RvXJf!pt80BKJeDg4{zd~cH?FMVMimM#F{Ut@#PPP-FT>DVqE>KC^^snoOa&t z1<(8wkBeI}RmWwCP}6zxC_K-Fuva7{>vu>4Wd%WK{STJa2&dC9;B zV1ZHa0dvq4DJnS7MTR9Q#g;?TH35MQr%K|-RLDt6gqCwUqrh~AIWH5b>i39nNoSBz zL`{g`LT#K5AWSjjqr|cnXS+z)5f3sB2>~cRjLnt+WE<~fJRaxKAU;46dIE%SvDnto zmz=lH9l$8iA__VftOO41<_D0yP}!G(ax@k4O~!}+MCD%_cO>l1IZxxY8Bk6sDIm!> z#~oKdoixE;1y@5X0WMuoT3jg*qBuof24=qy97XVIL@>DudqdD2eT$eqMQ|hpvblYK zT7Vr%1nWUSp_@8vC1Lj|H3;2Q`; zKv4MNMC#{y0z3omT?2NA-~}Q9oJ)Z#!T}{tX|A+n$Lck3Qv=sf=Yz#N1o&lW+$2=i z1xZ!NPl0|3RMYAYxB%e*6mWn?M{IcFV4yG-G-ZczkWf7IHzX8bBxHzvxLMPQQ}*#t zCufv%xMl1F0Rzy!Z$qK?Z_TSGTQM6aI0oj$o9$bN0Jg2Q`exUtG!g%Z+iv`%1K{sjU zQ^|xv394Kpz?G;0s!-dfZr|B#i$F4X`!BWN^9u+t;)_^Fw z0RW0cnXQd4N4*Qj`UXH6o}&yfWJ~~9x0;zEz0(Pld|3L`H;P4EDhNA7m333D^i(ouFn~7DZv%#QSAeHm|6$5=p|<)68-0&ILg_XWP@_^Ot1EGO z<+&Ax zE)|p166cG60`9)G8HhPOPQU}vDOpeD7Lfh8XWw9XGOH*yfUF=T)p+C{;$kR%3H8}d zmC3)@!R&fNVov)8GKrsb^$V16Fkm(M7u4b5V82kGu0b%e=C~^OM!?WfoC=iD6j~S? z&%bc50M=XAuE8oi$}&B`#ra(9iAN*f>x7*h&jf(Sf*Ha9197 zTuub^!h$)z)jJg`l8@mCB*7Os$zmH#0j7aEg?3wV#dh$#n_vHuE4Jw0(eJgl-JDZu zeSOJ5L{jM4Z{NNhJb2JS9XwZzcUcWrH9)Igb@;)xt>6Jy#;rrmcuNfjk$yp7GJk9+EtE?eQ9fB zU~9-{+?nkDmYNu%l}9;6<2Azt3+M{Kr&A3M7DxRs+!Ke(v6Yqjo7^^c+;Gy2*BWu} zVMl&XamGtMTpq!vRT|1~k`c#?n~S&}hFEd7{J6P79@z_iB}+5&Y6Ja6Fwkw?qP1|~ z*On}Ze%Vfg!Iysca(Gt59`DS3*T38!7$UrHAQ>vpD)Uz~e3y#|=13!TOFZ<`n&=M^ z=->-M*SCt;0KVNUX!sPOn-|jB)6>)3T-g*-eb2wqtOuF@6JWRc3@qnnLlPITqz8}iR zbL!|cMmQ4db9X{@W#@}--d53nE!~D7C!Yat_f_jkGKn8{VZ|dWr9p)FR>N_bS_doUD9T+;bC$;Is28lYPMtJY+T)ql~VUAoB|h3OX7e~7QUlmONt9+r4XUK)C=mt{f@sm0DnSj1W9VXlD}rBayMn6(9M~hM&&>pI zTD1mhKd5Z^_VT5Qh=8X2qp#1ea2?*GS9P*v&PqvLrz1{E>voQO5p%z}aZX!YoOnEh z?xyx56s2FSJlF!x?I$nK3TcJw*&Y~3dkLo|j~%o>=tX1ap>ze-$)lAAERFwEi-#2I zE1L|pE9B!J48NUhYr{YADp?y=5UPTTA5Okh{rVd#XK62!%u!T6ix&Ux{@VxXiS1!-8b-aF^*upnwH(n!%XSaE6 z?{37S5KunB9Bd<+iLgREq{VFu(rRF@qP6Bo!zrUg#6kuoZ0H-GvA>nIUGG)mv@H=k z`F2&PRllfxL>g0zQrQ=#O#`|KV7iB{F81t#Vj83@7wIcSe6vp3rP{*{nAXQ0ITYWz z)%w}7{>!f2yLWd#NcKHk7fhQ1*fE}gCc=yiG4L*3S0zVlP&NZ;PBfLHN|f@$yW z>6toZ3h3QO`xM~p6KDWZgaLJ5`_D3g2rlw>*!Fza8*AQpt+~1RYD1+&RN~e~TEn63H!Sa0(q@3cN7fxNYS%rs zm#XYvP8en1vbSGFE3b0c;wv*@BY8L!gHOi{dO{BGt--BVh*@CP{cXMHRj@qR+`ri~ zZrnH&p{_P~-TEHTI8Oj8!o&Rnm3@C|IP~hmNi_sdbxlZ=L#@e}T*_rLNU~6*{YJbE z7DmMQ&TAk2w3_$_2mW-k7&7~=URuo!R4yu)iNgjmmKGTA{>jXo^6Erbd5{>3{8Op5)QRmVR}?mtheRblM$k~HUopq&Pc=}_ z&xRnudrVgV-bD5e&5>O6@{PLEK$!ZSnCoA9n3&AFZ*Fb;{{1`LJHq8*=?(W)lijLulYvYf6aldSXf*OTwrMUv1QTjfqtNl4iAk%<;rr<+TR>fntOf8u9&3IvA8j$ z3r?i<7Wyg68?S9V!*fEuv!?QJ)bXv2pF(o4LcIbj=CompEyQ;2xKX38a_V!mi6u;l zh&hCbT4j}q_|4UW1Loc)ciTT7?oOT8)7?#pDZF!4b8t^#ekQoA8{-?EmzDj_-*{N7 z4b_K2q^!F@fNII_9=o_+-c{4}Fk&_V0vKfTQ4xp?zPh;iRwFR58GUcZQ8=BJZ^^dx z$$6j0ZfLw#TwIJuT|Xs_!RcFK+jNuiAzL=6E#=q|Iqb5U{TiF z+W&xBn$-?Xq0&?waHA;Vl!_Tzp)rWKLy_-}hQ;?xDd; za;@_wpSlkM>~rx?p&eJhGe+aGb6VruL7wL;Mdj`vRoRjQE|DWHy8r|0vm#ct)ub); zIhdTiw7kDfNFrPzR?A!ClPa>ar(N%2iLNyUqjF$D&S&w-ob$hBxmYLdgWh_I2sZTXLIhS_h#*Pc z$G(v*EiGjIld=aoBQv6$`|gPCoBcG`2#YGuf+|Hy@Vvr-l@+S`>hU$ZzcV`!Wq=Ig zq*y+H+MVOFvgJ$)-q3uzuUg!LLk}1)yJ>a0MmgdD<=~eTFf5lQol9dguJdo@S$ljA zQk0|_v%8Ua1ZeOi2+vbJ*05u%=KkZyC`$YqwEch`)#E{{6#maq9)Q>iK6TJI+_mqO zfII!h9{yxv&rvGR1q&0hyM2;zy8VYAe#mVkgT$;|%b;R7;C90MZxF5e@Xnl2 z#2l9Rk=#%zlOl#Fc=xo~ZK(CR-552lIP|B^a_MQQvx462DtqGog7@Hd15dj=%V>1b z9pIOona>_hj>^iYIiw>=f$7Dy`X8xBJmyp1WtM*TdwWG-$runX<$~^jgJ!6`tqMpr z*Zlls+>?J&IL$aXlh3QHOfAnMM(J12O{zxa_)Pt{y(`-C87!xGQeQ0!K^6sC!;808 zPQY~)Z2pFj)6`?K#~qqjvLb{c0zb$Tm|I|1xLo2Hqu>WkTDM!^+alty6tUusOu-W9PPUC(I6-%icn9 zU-rJr%|-Hiqd>2B8x~J}=$niL5H4kUNnm+PY)R7lV3k>a+`j!$WfaHqbo=rF>_7y{ zom-%@aV-!@j-6-f&92aCfnLTH?vp09RA@?Wo(^?X$@(hx5OL$wAZm>kL_^X{;7b5k z*x2}PBw%ri9@L%WplR~^v&Z@EQG+{T^<~pmCln8twI2jI$JFD_UU1xBE6UG%U&hcm)bxK?RAZj8Yk$>ONFnDrJ#6GsRa$79Lo*+&z6u z_15*a9JUmy)_qbCQ8FARY9Tu846L^sYENwXkWl5p6LtvGdEBa5Vfn@K3DWrl;D^E? zYbNX=rFJ{VHP#&f`=|I~B(PcrlK$3~?9eEMuUoC%P!PY(Hlu-)78HIttUL>24j9Ew zNQzf%WKE;9@sI<#Kly$_a9MSAb#UjOWv&Iy&Bqn3 zJ=mwUSNeMp7ye$Y{nFnP48i6XZ&i5}N*)0v5?&-LVvf^>-tp$2tM8v-D?+U~p85IR828{&w(`C^+tNFg zkjm#tqj1V2nSb%cvk+Z7K{~OT?mhl+^_;<`&cFE+{-Op9kZ097^a@@bbZTokk zZum$S^&jmG4Ykc~_A0q$({w@o+3(vc9=x$rAv=tJv@g-AlB!p)T}zJm;{ui=9v1`x z1s5R5O5Pi}M9mFVM-}>d4RI^Lm4>w-r={rb7(hLybB^^MaEJA|DWqO1+snZC0y}l= zD=%s0;3pPw^VZo&3GUDO!q zGjhTnmNF4IGPrF*f6bNvLo|hy2;>TSNr49eJotL_r1WCK4dr3>z6x$F#)T`_0sFK! zrx(+ZL302Z2H+2rbgxw}m5HAIgKZx)2YUk?9khV zNE+r6sv(pqB)JOey9uap!sWr@gl1ghE@nj-RKK^co3Mv|5Vh5hX8ND=u!FKJH7Cj$ zswm~Z$+Qs;UB%llj3DO#Gj%H?qo^suYV6)a9sTS6#pN{(F$(GeN5_4r3Oz8AW7@JV z05Sl!it|AEF4e-6^-^In)+HFzpsDl1-M8kUdPVz7G*nytWfG_V}v=5TfMrqIlXgkcurm( zfB#9w^)DUlmFIq6V!~pi#$X&R9%CemeD9#Cydcf`AP%ZI+U8#6t_$^?@-U{15pUBTsvDzxZ8fjZ)wtYr4t;Y!_sy z%#wE_iS^@14LlqTl{;}i_9SX9tcnA|l`5&nIm#vqXTY9XHCMzzm9gyanbjCAd(fze zR6+smZ&?B>@HPz0T#|#pE4G82rf5n0z)KJdub(m#o8mrm_kZ?)>if|<2NO0w$=OiT zN0i4+`nmD}rKr()c%Hvp*>~N!TB#lPoR`m0pWV@fEmJw|<(=&B;HnRioEp7van5$0&C5>@h2 zRl_Psl=3VIT*h8PU-R+BlP<94zi$A~X6TZjfw%qno41#ATx6l|@uj(KH7h3=13+dP z4L7{}UD)x{JP;6#LUccC0M_kK5o173%RyV>;tp7f$#Rq^`{a~$8~lnwhfVD+$G>#| z9O2ms-Oks}dMWs@@Pfa#++l)%O_Vv~A z#bPV@4SNJ*3@ZFr^v>?{uUxm));72CSO$gM0_?aS{PfhCRqOt7&kcsRX=_TT?%@8? zGZE!NKe`Rmsvs|@YQgMwA!fJCI|+f|*ybag_HUiI$43I>8uxUod|$8YS%0MQ5KGcK zX7THGy%JBU<&obOvzM}>ZYBCF&xn>Z51s4;QvkDT!9i{ za!BShkVl9FR;< zJg&fn&+K!ND~8aa?$4d*8*jAQ+Wp*4rK;d?@jb~V%UaCPnEWM;xeA{vRW6OpkzF6i z|NSmGrTAl=@p_;D_*}?jjEUOQrziw50@`X};>0c?3Xy`}-lNAqBjw#O_G6B>bhNfo z>_HEcuR_3n(m24s;Nytp7wx`3Quh2&hI{*MECjb)hV9Q)g@*|*566a>Z}8l4cL`Pv zFP-pj4%Y$K=I)|)S8+V!Iy;^~!96M?i7{RSDMk22EE0g~os{(_QDiuo;A)lz?OjnC z2G`e$FX9FfUwW^((V$oC{$pW*81SiweIOn zfeM$I=3i@}H@az#L)Dbj-9cBuOi_S@gLY-FI`x(e7vbh>y8RSADJcYISI&~t-G+uG zl~D#z&%qL{!8ipfaHGEH?z@o`2fx;>{1Ze;ZRq9n9ho7~Rn3OHGwnR}Lc6&zbKw~( z`>Oj@G46v3Nxb~8q-xdQ!h7&IZtQVU0Om4*?-aJb!{k6<8=W>zLo~(L|1#gNBHF{e z-$h92!;dT}?5&rMZnN;?r-9-Ya&d&cBA~Qd)BL0QBqO4HHuZHxd1)Y}0ZZg7Tja~~ zLq;EmJ5L6BDJ~@09ylW2{Cn^Ch;m9uojYS++}&RK5p-x6EZs60Hyy$b@TH-Mp@0hQa#~zJN2$7Z9;3mc3?=rHsN_^qh0ZLZ zLOCV0tB49aB>YlBPYxfcnG=4nOyD$2p-tK7IVqJADCy_?SV^CnH`{8E|zNwfDiTlnps8 zf;a}j+}TIows+EKNu8i!O-Uac1F3dxW8rdPLb!jeeR}30^}f9%Xq(k-uO3aS#6Ghl zJNvCDs>+6jB+*Kud{hcXLLmIOYwR(2w}<8&tbVW3D`QPsGu z`{c;V77~f%ISgA|KYRgVKymFakX*8*^wg9240C9L_s$m8qEeb0fwmOl8nE3zhws#C_S7m6bawR-o!DD;wM0Yt7zgc?Fs+ zU}X5N*hHnS{5q4IzXY%&stjllF6$?W?-P=`or7kE46a*wCNFO(s1!}eoCtd*bVgR= zTk#xDh)h6>@H))e7{t3qEnexKuIW3OpQb)7Aq>=Fb?)ZF1y|}C*4}P_^-th33MO>2 z#oaD|S(0jaM*5DH#>#2CT-G*L_dv~_uQP7EU_NoH2NCDq-BwG9eOF)RX`$tBob~Oh zGWvB1@ZT-U;Q3Qs9OCQ9Rgxclu%wQ6rKXxB>BDbRhM=BM`)@O<)DJ6acXRA&#}u^E zG`FQ1VMof|n%&Tm@*Qg$!l=W)yR#r6dkb&$M>Fv*d}B{dx2;AM7*31P7(Q8qvK3e6 zsxP|<8)42L^qSV$aL;9kMI&7^*`T2OYKtIE` z9{I4;suT0S+fbAX4@db0Nyr7#>=e;%?g=x$Bha&y@>+F*x-~1+2u>{xBs>l^8j(c6 zSU&*P3b#-j^zInl^{bESpQ=xZ$fz(h2YV35vxEf{G$*&44mv9ogjJNqJ_kY0WJK;v zj5}nEP{Kl-FCS3bye9F#Ho(H7n$q)A`z6h3R;ehPnwkHj*a($k<7^O2_4&%tARn4{ ztMPuvR%*{catN8g(cpJ}Zo6W6%bCUH&&E)w$Y;P!p%PW zl1)yO2n1Yp&fBx2DZ4eiun(!*vbS8gX+;6D*);~DiA|Cz@Af$-%he`z)^-B!I=`b6 zZMkSVyZcUtTX3-YcMem&F1vkaStD;Sd@C;UV7=wq2PduG{8Yhu3dn+Nx}*R-j_8#W z{%EhDAr{`CVVWh?P^p1}hFU8m`#fIkFt>tK0gp)76iP;`R`g7}ZYp$e=?pN045^zI zzyL^C=78#k^V<0n!DqSpDCy3O@z0Z!WO<6gh5LSwpi7V-Ko7Nv*TBiuca28#f z)?Y<@YuvU{;xzXP&WEz5Pl8L}x6~oTG${cw-@{)}|I$z}S`)R?<9_66n7RuFW8re- zfBq`EOBrTPoaP}yxXL!F_R}f8u=DdTdTZ6+d7dAX+I1uQy&^nk@E2!N?qWEg;{>MR zrnXdci8)k3cZc2iCxr3 zaetPiE1pxawD99cE##G~jM9`CjNfr;F}`5D%_v=@Yj78!x~0gjdgX*1Mvr_5r?Uu} zq-y+&D(Ol14eF_m)2}tQo#hdsvQc(XuV$7C5%(cJBMT2hbD;nmiVu$Df>9EmxDyMC zvLf1Z3$F&Y59+Lr!`Q$D`J=O=vNM`{fo5lR(^7pwnuOJ~#k>v>1_HaB3U$n#Z22mk zMX#T|>lvvIu+H)KxMsdFbWCz+|K9(u=r!rI^^wmH-&%CadR@(eUC!=Rw{@oBkw}jyJNB#;?~8i~40>D@P;()n z4Pz>gye`Ilr})Fq964CBG1LQ5dK$b=GGQsZ+g1!GIU%J)Qnd)+3LdZg*`;~RlR-rf>$ ziOU^vqDOW(pN~=;V&mQsYlIlKghFp_o2&FeNWrg3PBE$$V^LN|SZ_6w_{7wpzTR6a zP)?LKP^UQ5yEA+1WCRd<&`co{?j)23>ah3tutFK;mfHw&NxcE{?)#iJZBa(iG2}sP z8_-mz=fcCpJ$dM_ZQZSuf^RRW=zbd>uJTq*@TPt0xkCc51jS6)11F;T#9CU|r}*m5 zyfqB>!$zLf_@uAMkcvku;6T=GM8#3Yv+WyCtptIm zJ0NXRb&;nAjnC}qku8egf1Uh2@p~Ilc^HG;RUho z$)4zKMy0Kbvp%xOnthCIb#*XejQQwr1$>Leq_eNVP>~be(vsJilVV@Dassv%MjRaT z2Aiq=Mpt&x-K%JB9QufI#s5`9j6z>?xE5%IBdjlAQ!vuM0+V4eBhh{uFe{*M8 z0Bs17GS~`sTLvLLc%ZH$pB$ukp)RGKg-Uo(LEkWL{V^+eab%_~#DYOH8|Ph3HUG{# zf&I`qN>}+vo_ze+&90uK@Pw|4(o)gde8(%nd8k({Q>ZcQqF}l#QBybd^dVo@##d(gsG}Qk=&|R0*Nr`D#~c-v9o694M!r6RZTGD% z7Iw~RKq08r;b8^V>`24UQm3mvn>%eO3=U%WmBzHr*1}2l*6DpErQ@1R8yrLadhN#JX+kWE35Aghv=9N! zU5Xayh$P~3Q)#)Q*hPRHBlcsNbe)RC9_R%JK536nNaF6%4=Yf2{!C!NBz(f-#}f;H z!fx_hgJn1xz;Y+pFiM*fg^?0}y0`$--|o7})Bi0;bg8vgd+Oa|7`_^Ej{v;oP9a3V zFzMOfQ@#O*1(syKa~0R0bi(b zA&VQ26C3ipH!?NT1(te#A*RkXeJv+1{q3kuY|+KF%~=ukXZ9j7xZ}EA$b~F2m(sDg}v6F(s8;x(5QRcmD z*q6QY;>|50^DvJmrzI8F=6~UCo9;^-hCz?5M3Zk)F4Wuqxlj>LFI0#1`YmLGPt*K; zT3^IJ+2n=8<|2ymTj|BzpV7x9!q3?u=471gMYCiU(M}nP5yknaZ9biHpSiYB0ffER z3!$JDdjj-#_P$hr{4;|!Zz6Q)Ik%GOgdVw_{>k~?TB1O}jwu$QcXLlXcf&Y`QNtDj zCgU;9h5rFIkU|WtTKHW3x!TRxjGWdtBH7rCJGxs8P9Im(UJOe@7pYn^(^nZI z!u#CKsY+KZyTtF#m*F;B^kWAWTFu`B4n@`^<-UyXhV!~LMF~B6J-inF!rkM=cE?9K zDlKhLA^?i!wzJN?FYX2xZK>vpbu={>PnvfAPna%lG^tiP2CN@;bVxnsqzEg0z2u5)_xTB~{+VyTjg%@CV{+HAgSgbM_M&J?2` zrbqOwyS*`&8Mt1OY;=oWB{Fj%@2%}=`K?Fi%86Z_AU+e($)s#1(WDnMy0e`M{g^X^ zqt)nwZ+p3zy?w)9IH&Z1M+>`UyuN&Z^e#!(oG1qBN3n#mE8dTnZtH%JIm5C8yy#f! zb>=yt>*^M;*B;`Gwj)D!nPSQl+2eG(-48dB?6H--NYh9}`Jen(Zd`*4oQt2MpWSNA z$gCcJuV$rq5Yzk{hV}H%?a{PGR4xDD*oTyMfN9@LG*;j{o1ywu9@>6Re@J2~^#b^g zvOFtdMT_`aIL?DY1{5;5Z}sW9>TPom296jeD1%d?j-{7lUKu}&NdFB&680Fz1jEV- z9Y+M_wd_wRse@)xcLh%~IOKI3oFl35W7LyoJG z7q%0>;(20lCv_{kI+xA}%Ahlb0(O5&80Z+=w~X^!qzidI3RP3Qm$C+)`}L>->0Cpo zBS5};6;zn9ecu5+;TTTBcs+VcPpx|sg)zO(@zbSyf}TGpHEss8ft1(7cU8eDjOjbm z<3RA^6(6t&+WM_74$zYQQdw^G4qcYCL9IkQU9T9)_tS{lprnB*@}Um=|1~k zPDk6n8+pBDVElB|gBe~<^p^h{2a=F_Vu6%=r1B zmHJT$lYQak!V*r0za%d{XUjt0eEIq0ETw001*Cj!x z(+AIO>z^<2QqxZIqNkp}nA5BjWT5DDJPI5H`!D&fsW?iIl8!lxVoqWS42P0zYHEVc zkI$Yq9F-X#&U#xl83cw*0G{FLAV5`nt~6Fmm3i9s=MVT^BBJq^ynEG8p*p2Nu!a{4 z)PW2+gSXI7#Xj?f<8(LpOQ?oGCaVbHBV$Lr?5{@`OJYsviDMNULUW(Iw%>E6y-Ep> z-N^M}g{$`bh$iN5Resvq*Ji2SQf;kh-Z{i_;m!tH3LF0)iGy4ztldQ`C+r~+WIS9s zVH*{0(;g%ZaWKy~6v6Zwy26OXL-7oXHGVlgNjA@z(^&E$P$(_iFnnsPzUP z)pEk)oR~!Nq@yFZbZu1B`>-v}U}d5#_sK3qSOwtXWDiUO67Xb>)tH$SgD6KRosu&O z>~vEjjW-4+@8eOWU0+R1!b=Yke*ix<=$6uPSHK=>9vPrzV2ToT0RWeALwL1od!;j3 zPXUXE9lF3`G~5veSOO{E=1lf}3ZlJshFPP^eGS$u^>6rp!aj-yQz$I5Yp`1jAqFGG!%RXDg3>t1Gg`*vf}? z59un%4qsCWvi_2bDGDS!;uaAU8ByLA6SU(3#Yy?ts4^M=90X)YBpj1WqY-N1;*5cX z|3U&fsPG{)8*Qon(YAHcq0Ejajd7j79X`4kKapGmwE{Mz@xgF69j!)CJwh`2pQF|d zD91<(hIhFZxK8P=@)1h@@6rX+o?AWgH;WCe)KY%EIXECZ7D4RhEGk54H@U>;cv+f@ z&h^F$D5yE)dAFck*j#p#7f0ZR=e>|k( zrLNkm#^t?M{fK;*Q)@CUfGnL>I1x{+8KJRq0;q#xvUyhc1^iaOg)+Ux3w!!Z8ik0C zVm|cnXpF6FF~4zqHw_1ryA0Fa8MeHIh8dw2Ad(V42>$~O%D8+CH1ue#eSp}4!o>U> zGl9>C^fpH0Xu#m{eQ)N@EJ(b~v(>svsNLd(blsjSMtQ@%N(!I6XSy=lVTb=@G`fVd zqhz`k4IP(e!Obo^FY~hb<Dz zLY`OUw6K|i-iw)ihRNg=>~#m!3UZ`>Fo0kQW`o2YO!o}&GR(y zZdzB0i$i7OLoW*p5V2!v`P5@Aqolx|2f$aSafA1XBl~6uR$IrY+R(mqLWp)m+cm~SfAMNx73F1cC!9!_I$tQk!OAy!onqmy$q3%+Bf~i<4?a`RXt5(=s zZvWZ9fuaCMEN_vS>O*=-GcL|Z;Bc^z0}7WS6R#oz`WrycuW~h}b6!`qm>(-D2?adC zuf61Fa9XI&n-Vq^Tzbw{_lWs+LgA|e!Wr99bnFhrFD)$3YdLoe$)dQRhf^wEtN5AX z@K_;MO6&QRoC%|rs;2Obf^!~-*BabJ{1Pk=t5+yV`SRh1mW1&8wv?4%JW`!|I@Z}e z!KHwJkLK`&!!uH;u^8Cm0i&Z8 z-#6hUtGVs>1|e1IR$71CNYYqCOVHZ29L4rrWMJsLbf1H8!Qvkw_~~{e&#*YOIoC-4 zc!~ryQVgUdpLn#PbKad)Fa&hu@|DFx7A!QYokI27%q&t%%kiqPztU_xch+!*@> zm0WxlBFL}#ApCU9}>5Ub< zrsM^!id)~)!1FeuDv!||Fz1IRci`aQV@`8ofEuBr{>-Q%>%j-8gwMnOi}+Gf(${_3 zQCEoAQzNW6y~TEbRj*rY9sa$=+SPVR!{4n5{T&orQK+5R}p!1wo=Z` zxe*(%!*^3>vQz}_*DjLHrTL7`9GU2)IHMSXe3{!fWFZy1hdU|m( zlS4IHp|ojZk@*%ojAKtn3yBW{_XFOJB0ju(!Cx`j#=90!s`4j1R9`E=3;&y@9UH7| zaLfl@r{|91kpP9ObMB_$7dK37G@1W8=I!}U-!dWdiMddNhaEG$2IH# zg%G5#k(mvkT@`c-E+C2#8|Gt6lUBK-CVZxc*dY!$8pdwc_JKrJ4AkKnTB)?9QzOi= zrKAZqbX~!IPp@F5 zc#e{xIHr>TAHbBveWVi}#VIVHzveYgyHfQgy1pTu8^S3Fe}Mk%Da?uoOdjb|q1+4X zQo$fe)t_WMluD8`p^!gPxJ{SYE6Leqk|3!X-ICseE6FO+5_599#Eu%KNs6=S$_ARswT?p{eK0?8%7?9^&gweA_T;pj=hbOhT5TU`P@-B9bL)1-F|7wX`#Y_EZkOt9!WQf zikQePgZY%jOx`ffQf}NB2uNpqH2e@H(fADF(d5?2W9){~v?Lh>6t@%Cx=r{q2PW2qFY$DBc<5RKbGnMc8;>tMWns2j&VHurf0zLf!$}{|^DcqZO&fB=Swc4} zbrn1T5LhTLIvXlm$U_)~j-^-+Rs!gIw83KE2NN1)jBPqS8lV;}OrLBOpd~;!{^`20 z1zYd*MPs=eX?3e_e5&H3l<&gd2r;{xBrnJFmdgx9XeMRtcLpt`M&XmuAxp z-QUGHb9V#FSfsb%SFtS!bulo+qq{arI71s7+*^qpG;*-?PN%Bxs^Q{BLQO1h!6gt% zbW>mE6mb0BVK69Rzg0(^Kg`UO%bK5|d`UbGFxi zAgZAYqM9rkc~CEBjyj4a}@ zq5ObhN`#9PGO9kOw)^}<2za_#|6wbNd2nJ^vh-7IWZ>1;zNudu$B4>#We}m@)MMUi zS6CUXS}9*8&D!HV8cP3MGM2ynDXZpPcGg6^8gi$%s3piL|HgL-KttGoIC=!Qn8E;v zA5b_LRHHZ*rKyZb>LQYPZqmp6m#s(w!vD6m>WfpmR1ZHJcl-q}Ea~VcZQjxfHD`x( z@2bY*5d0-UCjn;g|u`(BI_LF*98*ajGvr?}9?CP{XfMy8;;AxxaG4$Rhfn z%wZ6KzTwlaW<{V_Tq_HXi;as*H_C03)#J>bQHWjF0zA3(u%L9tuXayo-N7ta3})(` zGsmz31@bN=5mns0vSkb)LQ+g)PB!E*4Zp1JFdjP8GOCyAAoZ7FVp4VF=@X^u3~B4M zP+m)PyqLGB`Rzi|>0nhF+Xz07he3|V8@tF&~+2@DXR|E*Wg35dYm#JO((9~rO>3D&#DHPdWpMw$Qi1X48lP+j{>iX=QQIG&{`sI?tIy1m+FpCO|YftoY%;vG9&_$@Iyx_SaYJL<4}m^ripB=c*Ud-&yb3{ zTwo_lFMu1I3G+=W4-fHegOCc=7pHaQMU$ekjWeYjJ2K)T2Q4gsvHzkpdsDbVEiUP+ zMR{f__+5|4#3oeR$B%cTHZfa>8ZDOIXN70XzBo+tT8M`Nhww_%KL zeT&@@y_9vWlTylyjAJ1m^(Wk z9Gn!}@pugom0JKNx$D)y?GA>Svnz2K~jLNNWvm zNEbnXAjznN;Y{agqSyeVIp?Rcr-#|Uk}SKAT&H>~ zKKKii#IcaV7#5+`#g=6Pc<+}X)pT0rQp?r+d=P7wx0=#Uyb`LhAXDKmy&$D30%a}K zO(+hWM=osB{qupgPtfq&@81}_?p&Jx6s&yurA;+5cTNR!q=X#WR=zueM@MW<$8a}+ zIo%L2rOh4G#*vcQM2>Rn=|F*t5$(V1VMoV0>KSp5FD%Bzc+9!1KC{JV3>+p9E2ky4 z(q$%e-~<*e4jLc+dnyNqegymFNUBlwy2B z&u&Y_-n(z0_k&~}zrL#HIB@yVOT{lOiFvllk6ZNK9tvKj5kqt?#!Cp_t7yZIpjHMU z>>)A9=qaVo7U<6OmTih*05r->MB_GQ-gr=3tZgKL?7b!f!aMKXlSQeP7gyI@OYdw~ z+W@ z=gX=Y1{a%OKkPr((!1+gdj02G3Nq*Il|77crx9Z*t-Ojg5@VqjkC26~Ws@rEDVUPu z#MlkxqcK7Z-@nwo)a3`J+k7;WT+Cn?VlPNR%=(8AdopMHKpi1&Q0r0F?7|~V8k{Zn zQ8S0wjPY&AA(o5I2V@-r5=&8|dA_qdM4 zozpS@=m*`a+5XbH?_a2zbGB`yVymY!OonY~F&I6k6=F@SkBTD^s#IDTJPXi008lDq znvDPf>8Me>+Jey`O5krrF#AO#!=$7?m2)nQW8LES#a13ItIutetBVD1Oo_sUOKSDh z>EP6uktC(68aYZV7}HlDS|7aZv)2AggEqc+duorS_9<7>W#)lST8pl73Uwkpyv@HjwaiJT26OIvQCjX-ahs%! zywd<9W5_y$Fv=uzhX4XS0t)b0Nt3^9xsnlSN6P9cazrXt-t!h< z(5;rk5@OD-aj=}=qnnJ(5PjW30-=YB(~Id}AQSOFgawRgUYpa<{^H_8ZEf94z3<;1n!S2~w9$Hn@6;|VHZB`Z_3k1BY&J6(c1 zo>X=U072)UDqVUF(1UOAJ_G9&50e}#)nZW-?7k`;PM@fe_hf*mz$uHp(_ba*@QfK@ z@HL383PDfZ$TScbr-9O)K%5%IW7dx+96WQ*Jeoh|jUow?2O*=ViE?BR^euS9>}tGj z7gE`RdTg=lJ8PQ8wP@DAR{4+C5krF}-44Go*uCm<93~5eSB(qR?YcJ!8+AuGOw{Gd z_4nRf^3tFt&S`Gp3su9;E|vx#Cv4!%HWq%BssF{x#&r*MrxU-H3&)B1!oigdmV^e|{r}0Ol+i zcUW7DdlI&d*Nd?xa6tvv6my3W>xB=66j8P3I~}0ilR7^cQwQT-7}*Cv1Bv=Tc&O$c z^*6|f4B#6kIrafQCxXXV49rFx&Ir>3p*E@4#0IPQ@MT!U0OCH=P68E+`RWMaZ#sRx zSoYPYME%Fl-!6z69JF07;~t~cFH%t$1oq*M2Hc%ySy5)n{kG;>^dzAiYwA|Yqix)7f8?YY zsfaL;Gngeerj2FCuK-v_2vfB5&c{8+<#ucGpL%xP`7+L7ep)AkPz<9_XYal3PxNg{ zm-VgdQ1X>Y{B?kYgcn2NUX6v2$gdW;*N|-w#bZ zkVLJtHZgfEL>e@PNKT`tNXWBA8TDs&_%dF^+tBdhVEe`P3a3vsh4+rtA~>t4Jtqqf zRLV>QMp-x~NLa;a{EavL;IxyyAO6SM9GUjO2?u4@m2ll$571n~ShoYaM~j=>?tBZF zef_wj>+cO+^3tSRmzVy7uU3DCQL^aaQg*VfjRp-aKeLch^0A9X6{Z*?sxVO5e>uZq zqT*)LlSJ5-CcOz-ahv_!J-uudCNtvUYavYVL+v9)(NaRFs(-k4z_X49DSnHnju?aN zLGq>X*xdc6gRTXzo)6dJRrCJe5TR0BrJ7qU)5p+_*lo|#9iTVJAh$r zGRRJ6d?ioZa$W2&CDpEb!AkRuaOa#$Hq3STzba#}hUC=U4WtLMrVR(EG_C;N`DudR(Tw|I^Q;J`i1ZCF^GX&3GobPmX%YFY6M5Q81 z1cu|K8Ov5+F=?n+pn>5x3XN)s0E@tIX*4@hh8Z9lTX>SJ=|Pz4yzkO^pLWY{>S-{e z6jl3(w+dHIV*SJCZpFC6zuT!JFjrd)O(~=~9t(q~?5a83w7L%nnJ)^j10_bX^L`w5 zIYBM4JM*RGqv+T#M1yHgm>#6`UE3(Z+$^*htT7?9J-6F3U=;tnt^s!UL@5u7IR)V_ z6q~*KIBHwN|9s{AW`=cax54>q0Rk@XDP-9?d3>v>EdNI+aO(;M3BxR*;1Hnz+Ux)z zfq)<ONyjXVpeA!nn4s`APamlt{1~}6f)}cRZ*N} zx`E+zea3G0rAKUc0bV4DkQ9Y@u;w}ny%VVQny|-5R_J1oU;&y~kr0k6+Oh8(Ly|$F zgBldVOfNeK(0dalmJkTkU4g)5@6$k#kFKY>2tPs~z_GLnJ{XfHG_UfOh>6z~D2~1d z{-R2NavTjxg1+8XS2yQLC!D6GrKPs{`c0~M8N->} zeSY4%2t8>5K0?rlb9d~v6CbNQQC#45a2EWGdO+o}L8gJrC*xUD_Y)dp880cAt-x-V z)b;2ydNgmSgH%#uozz(3hd~N!x{e%O;G{tu-z&zn5naW-?NOz;KZ1}zNy--Ns7Yw? zV!*nHMGI!pi-V{z3IKbt5y!OMzdQa#x(1}LWyJn(Se25HU3;7+thEBTs7cIX7WiJ~ zpm);?=Z3iBU36^z7^bB&2}S7ucuU*99n1*Tg&2fER-p#6XaN`$!ki{NSE6H&KOlAp zDSa&BAeG}kc7B0rP~Y=$j|uBv>zAKq+h|FBzn-#m8;DbsnK3(9Q%Bily_FB4%o1{z z5P{q#=0>^yR9qf05Ne55nA5)!b4H{A{RMuIE?0|z{N|oyH5R+#^htCzXF55m8am(! z>A%>5^O4@#O8UHxmK}ya!2FLs0an^@hiM%a8X4=m<3^DlF~I*Eh!}zZ$h9|nGZI8( zh&Omobqz@NM_Jfb2z~q+mMAH0Sk5<0f>-xj4O}8>2`0eFYFewo#3C8JBz)GwN&&gyH9Sx z3spla&aSpxrk(UZLS5k}cb_=%Y;+3~7*^fqm@`;yuJng#en>GYZdx;lPNK53vW%^R z0xRKA|*DAmRT0Da3O21@DLNu6sF|6x0$3kqE5 z+r<{-$kB%NwCr6TmGO@_s>7bY>D8`jGqV0z=pP5e<0T17vCH>aYPDD`HUCd6wj(hk1 z#)`d}84roQ$fb&`ww2je=~J-k(z;Pt#GHngY4X#y=Kc245_k7iR-AyKzlUP*;xx*a#o7>u~_?S2#5s zg}kgkBRm!vk1`nPi7!C21tT?z&BDtvPesHT?Nxx4Qe^9#D8ebB1{8iIZ7DJC+2j=U zn>d=jMCs=}5OSG*!4{(Whs<_CjZRhb)|LO^t%%;8divD*chP{;^G9^ifNg^$DRksX zBbC?rP+gefAcQzY5k9aN#$ZbqP`J?7!WhhgNANfQZZX!uhpe2C0U+e`4Ov($MyH>( zzD()@cqCQ-gaqm&v{dOXR3!R^k(Xs;npj%ZD`1R%hP>2H?XCr5DdZ+}2qwXE2kIZb zI#c@PSdkh2aAWb668b+_3x?s-8XDHho*n>eZ*jkRUDmrN1FKQNtIhogAr%rTW9Mf@BF;hGDr6 z0j8tZuc>J{15Rm9U~B?9dDyR_PNF^hx)NdGN3+!Xc$N_IK4F}iLQ&I=EPEQ^1hh36 z4ldHGAg$4`KxBQx`v0GsuM(>wQ(u`G-*Dv+$mo|l4dO?XDe(H9-Z`KvW~JIu9c2pH zg=?1pZQS+^Zae0q)t^yTZ)lXMC^VhfThEk9=s1WQi2it!F=?Lr7z(OHf!$(k*Uapj zzFE3iiLIqdFRx6jVfoSH%f0e$J<~Ljm_P9R=I5%S2>G%(YdD@60dR`?;b8Uc#hb1o zGt88VED3@5;>|MY;6T?9ngpGw@a1HSswF-)L?U4{kp2c>dHI*<9Gv`J;v7M_VD3#I zMcKQ@kk}?0u|j?z8U;cSaNV6DhhO4cP0;VI0;Yh=EqhrCQ{|H0y4$3+)Do?g_5auH zA0hi{G}R}N2PC)Siy%F%Knh~lT&hwwp^i&;CT@;w`nS$R%+WE!m-(9yWn?LP&M`=| z5Wu_PIQWSHDPC6wu_J8AD>K=J(n6a^ z>~A^A-$<3jm`G+d)p1JZ`AKNr5AY&5Pa2Il<>D!~nd!5-Im)3+ zJ^0>|U5|dj^SzI)@1Z|H8DA)KT9xG)Mwy*C&o}%JMq;haVNy8oT(Kc3R3>GWC;>mo z(UTfgX%B@pO6mSjUUBMpJe_HfVPboo3V@OJ1$Pdgw4E4?s?t@YDcmEBPU6(0*!RkV zg9-Aw=sg|FH50`tueh6bLs=!FIWD$$W&MVA=jx}3VD$e$1S-#U^t*w&W$p+)&4$%T zl5$+MHvjlo@yK(#l3c3-gqz{H$Z^88J_1Xx@Y4^p5~)CEzsYKBPHj174%YlCJ~}hL zdc|1Cu=$%eF{3fKURrcoDzumvW#LfrK6-dSK6H~yb+OuE{U9)l)zbe6Y|#KP*6hNZ<)sn5LZ>trd2_)gH=RJ+;7ip7!eh+BA+;@OkIp%=R3jWypZAiL3) zPe)nGls5d@GLJYpl##g@&xffD9gk}#1s^Sw9Z!_=vzQh)?`T=YTL*BKbNVGD0CO?m zrsRJtyoBs&N464c#}-_e?A8**3(bR5{YI8Du7#7iki>b0)ThgG*GN^uU8a+QGLZKT zH>pU7O74-SPiY$J=Ax_@p(N}~R&mIeAY*RfmTC1xg7sM2-)dU&R|XwpCXLq z(cC|OlW;G`4Tb0w6u&6sYa5B?Y+6tJj^;eAc#G{9lxK}mD9$(NaA9W<8ld958A1k- zcKj#wb#>68jqUoKtFRcj17{-!q+V}}VHaC{&eC#6S#;SuUfvJzp6h|!Ce@-WM>f#@ zGxYi}+2F^&Kt&BnTs2Q9Y;iK%CxQ66Td>HKfHJ>DDax^8Byuhyqf~7pF!ahu8uhlb z-qKDiC|7)*m_Edvl4@^_1EV$LiNd9JEYg=fl?5lwRJ3{js6sXD(@tNGg!nm+)(`JR zSDzZo9yJGn=5FNaprd@)1N(NrL0{ImxD{Qs1(cVPh1X)kB}54OM!`(mw%9;vy+kdS z9-e50T9**BP0_;Q#d8eW{dcl(09yylR2nrg8;cS`AcdYG-w+dMOi_C4`*5gfrBV2I z5+w~uG`$3htpJ_^X>E)@9%uLN@ay8r!9sWtN>xg$DGIVjrz!J-wy8 zcLg%hUm@GPvzo>o1{&aZcAEl=&mpGIgQ8Pp{yE{KL}@Hi z-*$Oq(HsvC3DR`Ygq^&7Vh`O1l!UZx<9gwYA?xAh6t}p)K}j^b0+ei5S4Z4pW>e~z znZ=m(DjrAl3dS2`BdISM!^`=E_k9gUMihxFS(#@q(Pt%foX{pR+lApJj5EBBMk~tM z>xIj6f}(NQJgT5o*;-cC&{RM>+*mE+qL>z8JP;PZn81roWEhA7x0XE!X#peEEEsE^c=$OPx;G{N=Fl(utB$G2vaFQ4 zvu3Z#wCD;+R{U^6cB9`PH5I$Jf77B&m0oeBdc0|q>=aXm#hd6y)SGbN*RDx&HC?(n z#lz2PR=*vlJ~qxPu<)#niOC=KX>0$ZJ#)WL+hW($jZe98TxW!7ZJxd-ffz)b+h_{( zGafS8S2akJsfk{5d(&|H@A&s(!1@kxKn|=&jLkNdX<&h{xovNczOsUOj_`$s5p8vs8Kqjo&r? zoN0os!QR&o;3?{u3ybrpQl0)COuP;Is8as6#j?+mKY z>r##YFL6GcERAgAUoAb!>@wI26FNFGVFq>F`=awnUS|t`C<%7n6iI0^%%F^7wz=r- z*JJV+P1wQ=zkczGDf(y`^Yu(MyVX`Qy2byR`5Tk@o8dN$;E@FzcJKLZss7tFnPDE8 zeKVUC3;-Xn^`(p~a;TL^O;Q&j(ty$Vz zWcQV648OnB`kyAx+5P0lR9#;BdFz0qJ=f)@ZRumVxHAfWh?MCS5(y8O7~*|=zsYlx zXCs}(28H6~!9>|^WBu^ngW1VECmhShHG4ny*gDIPSqPK;E_-`CiWNJ>$p}_2;t6}- z&*~nnBz)}>v+1`F>A0CC)ld!d!t}HJqJM|g*>{)8zU036PU>I zUGO23+sA&H@~~u<@TGT;nP$Do%zJ+DnN;IhYW86PenRHZV>V@9W=+w@>9M7OZxuKH zJ$p~>LfKgbW8t@53>X=2`n{c0eKhV#J@mTAoj!uf?H5eLap||wlm8n@#FLeJBkg@% zRR6ZO*Ugp(jiWGHXMi(MH%(gK^?A2k?cU_|*{wnG`mYx;LV-zixsByn8}*|kF3!5v z-)}pz98*e7!?h~Y+5v@Y_Uat%{Z1F69&e9KR=d`(W&OQsxr#&?P9!| zyAw=T+|YuNC-urYl{I^Zsr({vtj)^IJRpOa*EY&8f%gpB@Rx)ygQhxVF2*)OY*1;KE+#(iNJ#xs%F*)TGfL?Aarfv?(MVLFj+l)z19sq!jBD)iJdB**0<^fQq z>}y#ktr6UA=7=#$t=qi^4^rej$fBptFr1v-;!SH;ul~{7Z(xXCFH6=AnT*T7AF;y6 z2G}<$Br&2K{#;KfAj@M|RLt>SZ!(~+Chj*C*zvNs9>xGa_K-Q)-=9Kx#4!=>o+&b9 zrKm#D-x54Ii7m0V+f3G@`)iW-%hkWqOkviI(e+DCmXlpQ_Vu^<;2Kdg+e58uiPJE97e(%&uH=5(gSX6lQJL&)RO{_sDlr`-$;cqupDJ+g9cG zaEjl}oR)?L`!7vWV%!juW1+z)shyqe^Q8@eKgB1T>cQhd(a`j@VbHRX4Coc4e*KDxSaJn{2#%@+8N!fQD+n zDcza)=fS7b-e(c~K^6*Pto-Be-C(xS*!`B*<&+<5%r^acH4uGBeBXkKh@&!~pQBv6 zhMSu3SoW0+# zd-|!Y#pR{8s@w+^CnNf9lO4~WB#>+{c!UkLijVPyx&6m1g?bctey1k$Y<& zuFV*(ndv8IRIOP-ET_XH!ngwZ@$pF6p{NuOk1uuMrO%(@r7BX=*8HRTp7=t7zBXkO z3dKGtL1%%;n*^Y_blPM^kQa%br%y!(&)U9E-}||;2JeliLx=WvG zG#MUXH2-v;e%S|pHu4}Y^4y6+Ek_dc9Iv@cPNrpdV<#FdE(T7; z^}lA?M7SaT7;Kto`vPE9_5J@sA@ILUFcgz60p0Z5G*;4HPMoHj-A~1}(!5oie23+G zr2g%rK4eWxuYYDb+N;@t;72*M_3YeHejBE6oMd(Lqu8h@XCu-?Mc@x#nh1WM>$mP+ zfm%Xfg+?*E7589I_Ra6MPAsMnAwDt$pto!Qa_0K*yXTs{Jr>u|cr5gUOy)1EfB5%o z@b}|M?>~$>c_|<% zy?>*py0YVs%8u$u9n}+Ooc;E~&GITn3`DT>m6%gj|E9+8A;U)%{y-Lv%s{PX1_|AA zw-hFpGHI;Mq2Z#&OZMRFv0n>J^z$)7omki#WZS8@XJq|Bp&d)RC<;+3Yj@YKne8{{ z|M2xTa5dlm|Nn^?+nB>JSHp4CCo`?uMlNF82_>;OGr4FZ`6#(cLaDadoG|Ia#hGZI zP0}GgW96dAh@|L)Rii5k%|#`RN>{)8^Bte>|F`e&_P^aex6fyv&FY-@`}KNWJf4r| z<8k4wV+EJNvS|RM!Iq1+m2%Z|6Upp=G;z}a_AD->DlLp|V?sag1sQn-G`>n>NE z0_pb!lqPji7{G~EsTChSUZQ>ZF8~}@><>H`ont!tlS%*W4C-?OZ9!|ePV4lW<)+r~ zP_>(D_L_vJ!-k3QEZji=mKN+YDRtp2{;kwo*S1Rr*YMS5>9iV?N%RVUxPbnfpXaA3 zlRPSL8Y21+t`6Ud(4iDV&;DKv9alO*nPIIf@jWqA*kGvmt23!zuh{cdIUDjHv{_Y2 z%MykRB~JC?&{H@pc`cKaNYR2x#P@e%j+%~3t+ufzz*uB)`GRffY9 zbEBk~D=F>%+wj#jwe$b$i$p8AF4Kic(7F;wt=$P+I0Vk2e3Qz5;%B*(0TWFosYmtx z0enQ|Q-b;^$<)?v4)Lj>v~u02`j=VL^uudTygb8*?KbVV8}<*Oq@FA(UBBGyz4C)d zLE<$Y%RYPIPmSEmS-l$o=p=c0~kB3!$=>478BksnR(YFl%X zH;t>%wQQZaHR+sZ^|d4RO}up4sF~992o43fBd0`+|Hh~PLR|fS1)(<(gnWcSWdSRX zJdasEybf^P9)fbvFhbK%In7c8djNWpk>r{)tmhmO?_#rYD~3VBBt2@&W2ltFJE#Oa zBM3_QsFIv*dKIoI{~CYh$o?S$qdy^H7S+zt6J$`dveJ~Vp_cClp@A7l;s=2YhtYkU zt5G;W?&L&LZnTiC@>xIAHFgE}VyTZoPfXnuUZH;12h!dNpw9$OO7d>*qS{d^>~luwA7E~Fq$s4 z3msNj+=C;;xNH{Y2wQ4Km&fpE)mNd*AtGA3$+}s#P|-(`Bx`-F!1szQ3!mD~IuI41 z;rQIcNUzh|Y9fscvB=F{t57S@YaQ>%52GF-lOU*;l*hB8#$_Pz79mg??e8HJsyS-- zKV8XOAbHqq=Z&{M(eVx3eW>G@_5#{y;1ILshmQVWHnydffcHqfO&G*lkf+K|YS%@~ zofDIY8*-q#M37ZX8y$6;Qdy$dQU(aOP=EVd!xsa?W}JSd`qGRpjUSrFT9o?HZ>ZA( zuE9FTZZh8Rf7$deV;j2Pok}`B(+X zj_FU=u2ZN3tX((jspyB!JzdAQ$l`3Bp4lYCZq!ujzVen9sM9EF;JR`I|ii ziW53y*@)L8987}s5^d34MqV_=G=r3O1p+)rzS)u`hwi`a;IJrRps{V22nFew=e2_; zMxduK-(*03>~(P|bV;46m(!0N49Te^84)!4auv!WJ$W=LeY*j6MZiH@&6mmj^t)mj z2?oqzrYaV2RsbTltu5(jhzbTwLUI6T+3du+8)SliN@)k-gAA`pu+Co0@t0zXRK(d3 zJ>J+@!SwxUV}5iKfR!ZQp|UW;E!?az{p`} zN`B!M(>)QHD&&WnjgXr4?j{js`cyxRkSwyN90ks{KFP!$7fJvoZ&|Ro7o!4jR(^@N z9t#WwC$6AkyHWow-&R|F>_z-)|KIr4@*W?HmQVk|QNiA1$YH!M(+xKr6A;6n#82WX z1df~`S*3S8!bK$S15i`YYpXw2(C@I9?cIy9 zRrnqXIjj@YIJ*fCq=%`nT3;jruBA2aJOY z5pnP?r^!t}l&XMH?hYv*ez*adl1sm?%NX|(>Hh8|(*2IUsjPp?YTO@1 z02*DC6oR7x%pGv7nqO#`nyXxJ0e>^yn8Ph4OZJ$P?91HZWYLoHHTSx{rV`!pv0r!N|(kem%Do4Dv0d+Kw^PZHCW34YmX!qfVu0hz!nev>v2_gW8Nn?=oCYf^Vqb!{7l232Xgj;@CJiGBmJ5k_1Nd(8 zBsiWjJCm}rU{i4lWw(56UIudnwpy@|Eeq-VVn*2C*s*k5``^Z@D0`ZqbSsk1Qm#tV z0N|_Nw#ignR3t8w+?luL(+LdYQe`nwWKD;$2oSXqJcgz+*|#mb zDFW!5l`p=65;vkaP|q8~Z_Jv+#kYsy$sDoctyL)t_5qF4^l^U6V?JLg022lK>eU16 zc^d+3fy{6rP={><9(tUj3=Rpj^>3%Y`CZIq22m~ge6OW7wG)9ARpA_+>D5psab_{EF&GXt zJU*Z8P2WC)8-MxHXfZ3R8Lgm*WfCt)@~^5gF|y|uKW ziW3o?9_r>O}vCkpTJ0J z$}Hl5_JCBNpk{3b>`-Jiq?_cqf^jT8RuB`VZ8mHD0!k&=dhx4FNzcUTgEJ+L-vpzS zf=%u~&r(->q9auY0cz2$lIL%iR{HY4{3dR?ot-MfO{~{3Q9Pc)VvuhEh#kL>0<3k; z89Lh=9v6@!60F(wcGH-5sw0)MLr*8K)9)^?$7lx-gd#O)BuXS3Z}my7zxcBLDEY!G zmEamGo^~euQXeN5FZ30fTA+YBLTzV@E}tyzhjn9C;H4A$%#qr zLnn!Q`V#chUzw^$e*EF7sG!-lQIi-Tn6}t3YN32mtg7X$*hXzKT{`>)%Q=JyL0pgd z7Dy#CRE>Ak$~~5uJbs0V_f?Dii}EhWQ<++|sKov&OUkn=_S99z6Dg)krMUH`1P)Um z5;QM{l5i-%j3%~6IgEFh6qQb@nxkXpO7szTAeq9F&WydXc=(j!N(pC@w-QCCN=+_^ zA778>Z*dt1p*<_(eDz0-^G3h6>m;>IK+j ze1U6^Aae5ApOsQY3tc$-;C4bajkxg+K@#nsvGjPSsi0&u$jD)yeNK(S!Y%GW?Zf5q z*#7Y8NT6ro3@{$(K~(@Y%3OrqLp0Z--andkmnDyL=g#r-_!%Y8aL^lK`8O$#1~{;4 zHtm;AE724oBv~Wxuzm=a-xRyDBB+z=MiaSuVWfPUCcf zZdk&9$;?iDmo0xU8rziuvGT+ytydsxX^jVxM#DwoS`vg~{378+as|1c{I>?^+ml)u zjF+C$@5*W_ai*CRdUYT7uW*QmL2k5m;)bzHV0Qh%&hC*HgYdcW2N`E;^`Tz0|`C% zz$g?5(a5FaazZ8taI}>+k4wpH3YDIf5K_)-G_pOjwu+phD%Pkq9?~1l!>^{Ii$$OIV^M%*tFLJH$8j9_aGMt`lZ$A z%!S%VzalbUGHEa&W(46%T;#Lu4-j~vjPaBQ!7G#@gi~qlme#MeEBy89ccBG+GdyIh zh9aEj2v2l5YlSZ7^xr)f`2a@#oiT!=zEMax42`Cr))W0Bi7*WD(pLnwp9{ieyhM8@92 zqy`ldi66I1;@~oVy}{G#1?kNP^2wVKBf~C&AFN%w0`stC%_gT^*_{=8j zY}N9gKYpCpEnh7DDXt|38YWuNVD9&Z)6Q`a zotnwK&{kDs9U6N*WGNkg+Ji{~HiN+kTmMK^1B)B1m+29h39QnvieAfBlWx6%J%&iz zdab6s#wdg3&=_I#otUlLn+G@G?uz>`AeE_c(r2`kll28G3K05eg5`VTw1vR2f{&iI zZ=3%8tH1G8`j0EDQ-6Ip#&n1Uxk+rF%XTcv5+L#Jn;>aV;hStRFd`8ZOY*76KczKP zLQ@84V7sdY{`y!}Lagi@??BH7xu=#}d+P0sfg0-SiLByCzdw$g%fi>TMVlq#^xfdf z=9+8#v85%&lb4p9M&zj=8SVHn5F!*Qm2bsg$hI5!dA3We=3`1Atl7xbVTQb$PuE^% z?GaWAOF0)7v46^gxOnmqX;ZvPkRaJ-g0VY_^|6JOEQQ0cyosVaG;*Us$#IyR!LLm+ zd5bCl(j?O?NVc#b$=BQiB8k);wqFum19f*iz36Rs@ZH3kfn9ga zr38ZQC4q|(lW$kGi`YZ4382-)y(vu!|1IB`!5pY9ubG$&k^HT1x-k?BQ#OboDi8Xa zNM+s}2)s78@vaid8R0X_&T*NDUd5jm{A51*R47g z^{bO48WG0*MCYBz7Uk4jxFDeIn{DP{b*n73U|YmkHO#CfCMybp zL+y&#N{!=5i$E0!la-^MexV3)?4Mah5qjXjX}}eoLj?ka7ct2SvL`z%rdJ2pnQ@t8 zR2S{|ERe4?cJ_FZ4Z=EX3JzKsS{n6tHNj^){dRbD^|#n0bowo4b#*N^V3VwPq%b}L zo1XilvrTAa@+!KsIPVB?p9@bTI*O8(G7{{NSq!TGro4p$uhJ#+++24eQ$n%Y<{wc8 zcJf$n@VQGMzl5&z44-yH(CtR{(R%aaeuIWvoZ=EgxiWp5RyqjL8-r@|9AeGs5AjkN zSl7$?^n2+``3p1aW=Jw9DEn3kd9F~yu9cWN6iV^vl*-V+Z=to}clYQSoJri3K z1F9B;gqv(MN}YAdB~}Hhzngs>#*z%Y?m%2PK@pg%i~Ylm+NK;V?AfTR ztOU3cOGMd)lX3WBU;tqN!HOqPsKhV~6>DKlq^|KJjThlRj&T@68G?$qssU-4@Fb}T zasW#cwhm_>vURfWpf$8ms{inrh(9Dd_X85ZQDZp5 zC?Nk~_fY;ObrE6C8@F^CD;ImC5iJNVdF1q5*_450H0Z?8O}qtR84hFXSv^ob_^=%m zprLzBZT@6i)EJgftNchBaE=_};5x*@$b>BS=Eyb{lV;WbgtvjM;jKW!Q}0jT=t3tQ z`1C>UuHj2*OC{@_&(@`*a+C@5!}Oa}#Ti#yb=zmteorR**gOikNV{P@-e1XYVU*6h zWN8r3(utS$nzVj2c`LC_aVWD(t;-lteEYjwW9A0g7-E-w^7x(8A8Y2p>dzjL@ZcnR z!wGzMTH(D07DB}d?QJ#vyvEJ>sw}&!{v-LB+bn`vNKBJ}qIvdTuyeq{^0J5`rm=Ry zCl?j!p;0t@d^pMjr(|rg(dgjcrWFxHuGMx!N<8i+-|<^dS7_^?@!AuI-obUZo64w^ zfGb%CSV(RVQB939gO|h9OG3>So5zWRUWBvr173tP4;~{>jMHeJ#8bgd&lOd{e0Rt7 zQB*t-ED%Alh_qQ?v1d8rG$v;^eb(=|4)f<##4$=gguI^IU>kvg9~gt@z|!PRcjj57 z5CR5hoKGTgTdOIAG$8hqTJ+^QOKe4Oz`{jy*2=D^iJG%4BV1dZ^fJcs>CScf?Tyvd zu>&+aWko=3ADaUdOTh0KN&;LAcci=8RW^`tKMcDgdTS5?*KF@*sc%Q_V!zQe&rPo~ z-tXpQqU5SyR*Ldq^eenu0Oz@E5q8JfS41lIp!`9R4W~}88}Ypjih)6tHo~Br z=*5wc($IFArRc3GyWQ4VGJ51&A!;X{+k7huklVMvlE@nt(!O*!88Eb`$7ZwA@!#GG zVfnLFJA+Pjd&f{0uVfd=vg6$16{D99tctJ*A{jz-tMdKz`pBJ16vxm~Y}7a`JYE)~ z(26I2#auA|k=>1q<@>!w9}D$Ye{l)FyMn>8#`eMht0>YXk_OIrrLlIM=Z?|NvvoNx zcnA;RF8e6RqsacC2PbD3;cc-xlzG=? zw!VP3+g+llz>%m)D4u3K4&8g(+<5-7Kz26URXh@VL`bV8Jvgcc=m7v8++X>;GNr0G zbHBDPQ)>V{tn`%h%+1j7?KjohvG)X%u~3oZ3ZL=$?g>r1j_iz z@K}7Wi`G&63KhXgZ54-`jLtlE!M>D*q(uOFs*dh7P)tlx%7H5w*q)w~K83odyY=a} zUQ|lWlek(ITvId^XB?i(##c@K;wUg$JR8}IK?y>Xa`q3g#Btk6$Kto+-n@+obO{L$ z_-FcDCGArD$k8%5DX*ld5^JQ)?8h$pd|AuvrPPyJ zh5o8qDJomS`-0dmWIwGR^|HookCDj%4+6@D5W~C^P2N=OD$gNtf9RelWelNFoJ5sX zH}Uo$?y){DH<3%1=daHN=tPzt>cyAvcZ>{YCRv%-k8=WGK-wif!KLyF;(IKsAnA)) z8-Mgs!!ovFw5`^sMI4+i#q=d)8;ppz;72S-U$ zjAq?vf|(AI_z@%G*B%wJ@W;0C3UPuLm_eSNWR;lYe=;pC2V%Qi+q$~rihHt0^OGIx zO6dBXg8bSW`gH%A2tGFSc=aH24*+7&j2(<%WZjsqQB-C?x~lJAwm{AK7QcC-zi`=nkY7xImXf8EdU1s$OvZ=8sz zflPl>0ujWumyfK^B~X##xLNSsxKI!sWdTjZU*$_glCD88wA?iane^UBJ`K^_o#|zI zps3%Aw!@Mr7b6h!ACMeJ`$@*7#^<>VumlB!IYSkMq`O3K)EFz@jv@sqLT6f3xLLuV zaG_poHcS7$|G?Go2&;#83;MP-Iiwo^O^Cz&Jfu`XuK5V#6eK{Nz0E z#1EIRP!y&d9N2491eMs=V=EU;EkHeaX!6`Cfy83NOnP9=*J)kV?CxfflM`X5dBxDy zgF86LV4fv#B!N;0;x`b}kiykqLY);ZCyR*Lg|H)i$g$UA9nCXi09xV&ToTKTDH+Qj zDI2!Jdo1bO8oDKtw1$)rIk{)D!Gk$bvU`3*I8zn9u)ktJ!%LN4E*+rk=jywU6Y&kb zo|xxOd8F4%ETn27U2b<ovDz`+)UsAXTjA*ip$6!gL%F8? zk9qu`u=~O8`5%CPW-O1U;64hg^frTp2?)M}u|fY9cL(AzQeVIzIn$HmUvhG@YJGjPyz#I*FI&9mO{y zXOls3P^9dbBGvzA&guw`IAg?I#3L}@lWkkMKrTAfp91$I+@0XBIbzb@=lY&5;E;|2f2_NtEm2Dlpiz(-891%PBPVwP0@`0=v78%)Ub z{YuLfquc9BbdHO5h?t%$0(LRH4NxiCSO$@FzZiXRw49iO5>51j@AFt~z7w>FsVHS! zcn240yCnLlTV{<|(%9j*l3lmn(WTPP1P1*qH9hokrS%q1L)5&E@+&E;WOSLwJC|i| zo$AhB6Q6>=7sILrt%7Wi17uQm%tWLk*IkeDlF;^62L&~W``bb7=eBdlT zO)s^eeMiVtr^MX>0y;P*jTGoxWhEsG2Afxn1V4>v>^sYg z|GN;+6^3HVDDx0b=X!!{GA1erJk});9uyPtQf|ZpQ+3gg|;IJhd5z zlQF?$EuwqDjRq&^M6v5%gzTR4r9rIQ$4u`KqN=D|Fm*@*ebxFO5q0^Uw%6mcqj89& zZvhIW1XZjtn5(|^v&)B+TdEHk?jCyRj61LjD)L3pFo*ALz^4{@iORQa&B~F>ZI8ky z9fOj$URp8{q{rV^(sKPf(3FtJ1aNsQ5=r450>_WbEXap7gvM#NpEWrkBL zynO5r3qBZExW7wk-MmJnBB}dKbWeQU#e1W9-CjYbdHM!5}!q1HqLz ztX2q45I>&(l~7CZSjVh_5UPM-;bmM(CMDp`19R=Jx z5!60?=ztLeFJ#S%IGpmxNpcBYJV5=Rt>@9nnY z*#ZGla2x}uEW-jL!j#NkErhx-#7V_0j+FHWclfq!R>+YUa2p7MVaoQUP~TyV%3O&0i&#q7w@lBrs92HL3o!(Y%~Kj#xZ3Y z8Ay~4TfM)qDzEquDwhOw9qFZ<_opXroAQ24vQhsg1PX9GkYm4{|@!-VgksiZPlxzj$WWi zFfF*&ahlI%O9z>Yf9FImpNL+zj8Q5ZhH(G|w^6i_8H9xyTxF|uyOjn6@=>KtQXU4W z`%D~n*+-Evv50k%Xa^#*p>xwC@z-jn!8nUt`xB{GNU!w=O%%znfiI#}iOug-z>4|6 zCdg2p;kAJ=IFO?suJC{n7?Cqj)zVDIke!Y)w!CB71tVP|%cH~_^cO`q zGyi(BFAt8N%YvR#cesG-eM$}XbZvLF-Sv)VkYMpngt&q`v!_elJJJbK?)+q8ZXFjb zMHjZ6US1T|oZ!zv{6z6yT%#FuUPW=4LlyvY@E>vPN`|vyAKm6hMuvT8Xh3urVknY` z;T=d&av95!TVl+stotF%rrie#3Az#6ul=|@@7o#CikZT1mV{5EA0Yj2y-1I)?ty|v zqjgJuOPC;~wH9?ZyHqhYc)R4J{~RRZc=|H+zla%A9@&8|5Bw@@B9X$LcTeTR36lmf zEJyGX1v!_Yx?Pl$jME%F=gcr>KU#Zg?ywykWr==@`CXJk6BEay^#;`la4Fi#>i=nP z+r4OSFNGP#a0tOV6}2Ccp0ZpszUw#{(wY>GN}ju~DQV+H?uPvy)G4vpMdMINfO(1= zoH5xKF*Yft#=Ggn(G-{&@4f4LL^lrPOq?XPW7&c#Iz20=&z)9KFl(e57hDVTMChn9 zi|JC@%MO~d=u}t>{x6ghg1c&7Zz*JMSh`R*N&jd^l@4H0+Q+fAZY_On+=~dZ6ttik z=EA+peb6p))X9MDclW18Drjiz0st=b(zQ}Ggq2~Oxl08zRfV910Kqcc@Z85iP~j@X zR+6pkrHS9U>^U)LCC{0LF^*xl576!Ptd%peP{D7GkBT>-#wLr}lKj8sL_{03evwS{e+@gP%3dstBK4Y1a4R3uT9%Y$DK(pX?41pZz zHfY&|Ka<5tl*uN(w$gOaacJCHy+4r3&hr;vg8M7os95(H7iezCs)H11l=D-hr5An7 zg%+Va0lqVY27WI`&oo3}jK&+X=5P<#g*ps`YET<#Q=6R(C7jo`bA!wj1Z?SU8WaA- z{8r2h*l)#=1l%4%!Q>=*@;*sUK<(UUAJ{QcL8BvXgr43Bc z@XR-Hn^tjI#6X7h6c>$Fu`~z3fex`biAf7gNyDa*4jBAXpo6=duJZ3neFqyF5k$XzAE`$PdFISoZ2XGWs zWHIm$OuS$D0w`fT1)cF{mTB#cz?RsS@RokVn=L=3mSMxi>+8dvT1&kO26F&j z@)$Ym0LQPwy2wKXol;$b6098f5_}~wmt*3?ZXKi)z9$MkP;GGK1OOu;rfW3|IMh%^ zK?lfewCmwQ52JyB9>s9()Lgr1d-%RK<6RZZLD`p~(=F-#qSGZ%D4njJ7V|il{xhZs zKPDx+whRwk7BzonP2O?D2!tIlh_V=sbI3XP;}=f7ccD{%4;P8~ZxH`Rn(y zKkDRX=IwTEbGtV`S7mxG_^#npZQr9+6GF{8zqvejYLv^$@#c+daE&w5txw4pfNvhU zb_8(J2yht=xOy`}-WhQ=r6p&9D*(!Yn!XlH!^&=ojJOoIIM*G(O>je^x1vs`2gFqH zQZg0$aWs-2Uf7Swtmy38TsSgRjh33-b>LgpCZ*Y|WCkQ)Y$hQWOmB~o#2W(@_xkm2 z=v!)|I8N|qCs*#VhQJS$pK16bUYdj{9Im>qgHK=RS2`;7xw-cA`F^E+QlAe;22H$H zPacx}9XL6}Nd;GJH?AuaQ=E1Lj}*laC5mF-NO362fLL(=^zo(_T*Hs^S~fHAsXpJc z&I8`7*!Ha_VF)F)8%K$Kp90KhXf8GE|G_(zqJl@rNCJswI6tuO+NlOp1?~|D|l3 z?H#@c+?(#)UkTpSD^q5; zjP`kbVzOZ82WtYXfa;1V49kM{7=NL311A)wew3%H)=x7to9(GPb$-$p#Fk3(;4*_b*!ps)zzP<28bK#4J1P51Q{GE>p zP&W48gwCOHP)fgGBmL7{{(7gVh*hk@XoevNXs3xHgGDoja=mFgit&lRefzg;LO!+# zQdF_T4^NpzDgMPB7-0Y{$5W-fHONBt-y85AuL}sN4bVh(J3X~+*r@L52d11^8gaa) zPnTHy5)n^Bh-{|wnizsCxG<%|&A&k69AYtT`uCxS&|yy=k|KksFp=dHXe<0S)@!G< z{58b}Q$N`WVen`$08BxDK43CBn&aCE%Za(Fi2Pb-t=QvgyoTA-B6mb^OLEJd=hK~cp7O^qJWgd2yVqoS<>St%hvO15QbC z#rsh%-Y%v~YI63_NnZ0dV&H;JGENLkeJR@*VjN>}8Fh?owv&t|-mjn@^xaem;<^3S+KtbIsXIjFG zq6q4Sp1!F!!y_wdc+p-M4n)ox^W(?=_T9z!O7LO9EQNdHe1x&GOu~#x1zI1}9-G1d ziGlzJx+*w;3<&W^nger5vmLc;nF7ATI2$*Gohr!mNX_rwYdRT-vxQe1oJgTvi;V4O z6!ekI1*FTU$LSbYoruU)U~?KI8FXePi3lC!4nbk9-%Gw=NonWmPN(1G3%2-1pe(zS zYeB)E?@xK)HgTijG|vs!F%*bU#gXN~>0s$a6vGq7MO!$>QW>6tGjVv( zs>Q$;?b%{WyPBSCAaN_fCzz|ScPTR(MEu}G_>J6cdws6lr6Q*b?_1ztD5Ep2J$+zW zOG6p~;KIUp{vI*=aYV-HG;KnD%6q;r=w3L%PPDj@*Lb&=mxBwUwxF~cX#tiCN2 zF8&Od8)I%i;BOP|E38|Kn;g`8@uU*IVL!Bj<bAnS)Gj%Kk$q^GdpkQUpEz|Y3D?7JcHo8jcTrG6 z&_G|X$u=nuFiPG{k}L6AhEHgc?%PR?ER%?Y2Uw5(o6;0^N1mJ=yqWc6s7*@T=^mPL zU`VF_95@PJdc|OmyM?fgJE@vr!WeBPFPps~UXbFYCq8Fhjnl&Q{Pf@6zyg%(%5x;I)Lzo9Vn_^1$FOIMtzn=TY+^m$~XG4JFQ4%DaQc}CGE z4`Em=ZW&O1-F+m}2{StIFyiC;rl>r*xw3l(rbSyqdS_xkAC&{9rVPaed6Z4$ce7Ze zVkjWG^nRB>L*=B%(P zFBl|teg(;R>j61JH^e-Fcmp^t9km~t>11x7qS{kaV1MmFhEnr*2?~@PI2xPpli8gyY{uBw)=zU_%D7UW!hxsHE!;wMnyNqD z1t9h2ufq4crKNsq#e3qfLrx;x3cO3TPSoO)0RLR1N$9^1z8mz-s%3E;bq~6rl7#Blf|?C|mpb)648n1wCnFWMgtw$K8J zfEkIq8w+?AMq9)jE35%;nRz%}`1R03xhO6JVt?k~XdX&OEP8N&s|~j|^xslOfUkRf z@QVVNN;som={u><4}W4Sb$aV{SfRnN5~DO(FU~Ex{770rc9p$unzISOTv(DSv-*RO z0HkWlPTwTk0y2x>Gc)D@ux*RFfb$ea3N_$P&200WL39hY@ME&UF z_}5}>{am;;GI_9t^sfTI0StDy`=*TjI-)d+e_u+`5=v0sKTkVte|qilPlCRk5gV#R zjZJ(9<`}z)aqbW#&sf>%Wi>*pj1k2fiR*ZeX<$4%CEJ|hLE*mlltv6}L>8PVUU~5p z4kGM7SsWMX$!=2gf+l!c;BNJW7f}-+(bbm8CehQA{bLvcjL%pU)jJ8E+8Q?&&Z z?avemz0hzRMKyTvK8bwgtRoB|gfHLlRvAlh%v$E?ZbeO?Mk#Fd(ad<`Idafb)lnJ2z}adV$k=a(gW(UIS8z^(NW8wUU7KT@I<3HrHp%1ac8!t zUt|!w51&F1@|oKm^(5OPLn&#P(I&8~#cv?4E9+LUZ$(un3Pri3lMN1Eded;}M0;*A z<8`6BiLPjliy9RJbU}pm$5$#npX@6)Ojt5>096gVdRXjy0wBXJWmt_WeUae70}*Ip zZ6yUt=^#5C(3J9_a!X4a;(N~2)~GJweHP*Uw*#?GJ{3UbD@Tgy0`i-#vX=uQDXqX$ z_Qlf0Y!GxRC}{TfcKD&r$YroQbP~-1)dke+Ywln`f|!Lmz+(aDLo1m8KOTMypEu}V zrUh=ogx95?JS59bP``HIwE3<=_bIfH(JwFn*F)w5qP37%+l*`-$2L2C;XnRfGPd+r zYDOxB!@*Av)YK2vNSUQD1icwH^2T}Z5^Y6dn@~Oz+ZS;$pq%Uz%Dw{lDN(UI%xv6d zPzqE;IVeAVaniHu#D64$3z-*{lfvYRAcuVSeE-WXDmB_sh&YMvYq$-t`($CcgS=C< zxcjK)F`X2-e5wPl3p!Sl&KAi~5aYl1PmG#NMsEZS{J%Qw&g?~=5KbyXec)J8AQ(r` z**MWB(SnoC1gi?%sg)9Z~Xjm{)XO63?5b$86 zIL%|>$}k!2nZux46p*0;WqPrtfl0vY>`l{E!i9M~)bQ6L+E4-^lZ5rCSQ@sD-op4D zo2#=$z=Rd6q7tH4IK&?Fg#khkrXnTEi*iaz)hLHGBJw#`s>Pk;*UHzmmD9VBUDF&( zuPhxG^e=jXqrQD`d_O7)i0X`+kaZ+=P0c;1*9t~;4;mHMQd3GH&d)t2)AQj+ck&n= z?}%KYI6*TY{0pb`1K?YTcv2K@UmzN~yIs?opB`qs2~xd$BoiV!0dbw!V~l%Ke_5zq zvO&RlC_2Sxo1apBwumN{iy}|J4m(mdb-MveQ?RkY%44^ROWGb~lzkOE13kTB8R_Kv z_hV>|FeZA>BoO$22~hE;p-%qisq#&&I`4&cQLx!TJD zXDvj*#8W{6WEb@=c-*$syyNsJa*Lvp&4r3p4F}TdeG2PigPRr#n6@N}KqPx^Ap=YO zTH{b1>}4p_02K6I(OAxSCsJa;)H?tXJHc^<_qD^%Vj5C-yd zll730nE#I#(z&9dO3b9^ucbX$@ap9E4P@=Y&nE+M2lnLlskN{4maJvfU?2|PQ zX@-g*Zj2X&2}oU0rZ$gRE=4}!c!MZ=H#YWF*S-I;>@`<{iAP_)1I~-r@Ba>#Kp8>E zrr;zF9${b9P6G_bboom!1Ol?CQcfOX{LBLbM1`qO=COS@>ue^1eUx0KhSlCKkeJ~xj9ZPRQ5fHDVd0sMPlv98SIJlQe{R<|Xd_C;# zQAge_O+Og_Wct&g;U*!?vGVHXvyRmqdN;5HvE!5( z|D1fOi&%b!YB7pol$`e!sKrNFLB}N1hyp4U6559c=6J)bzAU_^|q zMxe>a91zqB`5pNUy)A`VD%(`D0V7%w@P4EVVE@%ec^ZcI>|E?oPuj{_Bauir$v`ct zoik$v`csBvq(h$YypdbZS?chP;ceCeZd%QZ<|GgCSl<)9b_2Vv0vD zXXs}E2*g|k6Jqus#e+o_wKy!o8UX92Lm;6RjRR9K0kT_W$4uOJvVJm&sfA5v;BHDD78!L58N!okjo^K9+#o6mC>Vaanv_MAvo zCEL)oitVnI-8vJ83Qh_rm@k`~t%3^FH@vo1=EC{+F9?$oED^cnJw^qg!0<7ffjf1| z;zY$k3Xdv7jHd=x7BlYF1cq)%OI=y`j;wYH!uan0jWDhdKDP@3GzjB!aJ>_i(}8@N zRuf!z`xOS3^oTN4hBA?qCuu&*g*Z1}2L%byauj4gV=qux{1mdP9~t9)%|sVv31_Ag zc7E)Z-CW+6s!XyZkWBT*3UM0hdEW^@hTM7DOl6pSU+06iqPE|`g~U(1e=`W@t99=lV=qLwC1v95Dm*!{0z}QLSa70t|8XA#amDrm^eX^#D4JuooGXIBGCgTB zl_BUjTHmaMJx)MNWC9#k9yvG$q{7>>L!x622+N=5?qh0q@+Q`4zMMuZi}x-4eIHO>B=JPbF6xgitt=XuQOUlbOr|mIhDOIknyDXR7;KCRvL=s( z?1#heee&M*%^z5BqGfIxQCUCe^JIrzOqL_d8|Jyt5yyRe>Y300Ng zA1+D)qUuay;Ld|m2) zIU{!B0UA=mCq&N~m{7{UQ?*%lODpZox$`#G1|EKI^-jU{#4Jjjk}lwa z4j8r@Z*wNY_bZu;i*8a%lsPg%^qU(qL3LHkoXB`i>Y3ZW6(Cc1w4zx;bS7P0K3IFm z1k(HGsj4U%6)4*ce}y!TZ5dvPcw=)KqOYfF8O2D?ZC`pcQo;V}VyN7)brt3}^XoM= zi6ofFs+4t@FMsmIvod3wBuxs z^FEdoUYA&*XFPymrx`3NG{T=2FJ*8wX6)Dk7Kg*jh$zNIELf0vm4^G^i-tS+)7FOD zql=(m%0ejQ;RQ2cx(Q#E&mw!vjM%3^DtKGO3Q>E3E60Jry9&OptY+)9@c>*BDHM?K zSRUfmGz|PMS#1!x*#{>NfscTa@T?!6WG1sWZ=|dd|AA>vVUbV)BiZ{_efeBovhs+}b=DE#)Ic-) z5M%JxbsdZ##8<^8Y@%>2@C|(=<5VsHVh#kJKg~m7*o=(L5lq&$1`ZJ5`_jbv-vgOh zJ8S_z^#m41++P5&yucPruAq26Hckp^g$Fh{2ZfJHpRxL>2YB~aVRu9i@ASF?1)7nc zPj=vudJNkE;b}~>$Fo}%H}d{6y-`y&{6b*ey%?X0#LA*yZ=FrJbT#45g%eJurG4GM zI6Lq^1745(hu`MO+x%{QalPeZw{3^savNcm{?Sib?ecwXJ9K$v&bNo|SOnN?nYOCy z$FHF+cdB---<7Jsl7P(-zwdHS`0QP)1rw$xuMHd%PN#_WssdL+Dd%yl%Pb;{(50?Hu7^bvFi<@`@`A80{A_OhFgbt<8_ummIrp757(N zbs75Ko=RM)EIe_PT?4&{g+Utvtw1!%?}}CiH3!#`zWwcmI0N=OeOs8Jy ziIxwpcPM3y>Ol)AKJrqfu z%dJzk4i)hfQ7p%TRTIYu@Ij^g`^vbQ@~t5GX|dVt*|Vitk%w=9d`InzpA2*rrWN;M zE-%J1U=r`hEGB0mF~V*TLJ9vOx^A{nHq)szWaH+&q`WN|gEC`kg41&B+fKAnK76t- z0LkI=o38rw};!jm|PwRWhrn)J)uRKgdBIHj~PAjdj)4 zt4GJ?0O2w5OiXHd-oG*Y`0ZI~ck0>i^`9dgA-0qaXU2{y?KgPY8^gQQR=bY3WrW$# zd~)Oz~?FG5Nu_E7ejMr1S zBp)aNOCAQ=^Ufxwjrc0?_*cinXHA)YYjEMX)Q$19uT0E9D_GgOXdiD?eh}Bs=&p!D z+LMamxwZWx`CVA7fDb$hNdN>$qCFS_UO|g}6 zBdl{6-)uia>H>H>gM@~#Cr_S4Ct!8PtEpf2G3;3WFznUT z@A?>eE_+zRD=m+9dw$Kj>Ds1Eud#v|>d7y7FM{f5^=Rybci!0P<_tTFG6m@>|5~KE zH_N8&qHZ+cZq7hsqR)TG#GkTXXe>MhJAD9nh}|G7B(1N}TZ(b~K8mNNU=L@rThp%C z$NgGRp<;)D9t`h0sb1O4T2X8G=QO$#VV0sTMT~_B;gcv(j`^)_2ufX$*#5_x>W3%i z&Y6Rqi*nq)vK;cb_mTl~&m>x!1}*!feRZ_P=r=5GnX^@bx3g8b%QYD-GE~t^%lT^P z$T2~6%M_<)*`T$G%gV}<>cVQUGNht|^fV>4k$tOA!KMBR^Q4TJ=f!jul9UX=KUB$` zF~s<>bjuuIWajVgZP^$~E~wylvHL%9?%cURlWqQ-=In${o_hJ{w=>?_aPIb;s~I?)QDi>Y6yv|xmipMV>I;3yEuOkto7!{X zJCRdb4)e%5xb*v~kF8He%Z z>x(K@&EGsB{OyQ0BZ%uBbLP+iA2{%iz$lL9PWpAt_2tu?%R7cnK_zBP-_8w9&HRit zJPSZg@a|E4J4?qokAO{})ebr2z-+tCtS z*-s@q&+-A=;tSOMGWPi^$8Vp?89nNPp#z7_*sJ(Eo_1{S>MdQ5Z|GxasGH|#t9g7w zp84!aRwB4Enbcryp?0!j9{zsVMYcRd6m2kFJZ;ED`>ItbXx_!W8AUX3(%&^7P(Bp4 z2D|6bJ%Cyd95?`Fnk2>So5gO!MX0Sjc#aN}LUv)`#8G52Xv)9?ol!tZnEV z<*Dw(z&P?Ps1I5d5D8qxc~r&&qOYU=h#?41NTEhDhC+BNZ>oNsEmi@i}IA?5%7YFVl@4p?+ z>tKQ{MaeX0A{~u7NLBw zvVQ+~{3^lfLgIg;R?auDRtD5RI+|0Q5^xwz7#VyTErb&!k;2`_0qlt{A@_~KGcu(X ze27w0W`3ZfdZ*LPMvvc;0>-wu=`JE{aLv6TJGObqp>;QQ1b0*ML6DkdP{pV@Y@)N( zl#vl^B&Awt?91JKuJnomrbBF%!TFVPJI>}i3bVmwMW;~g+jMohYehDc%6p@ku<9<} zsa(#S{#fx^pUq!cTYQyI;%h?&R3cIQj4LN7$JXEiV>K9dA+RG|B9{hULP?bqlDo^O zs=A4v!Ttxgm+eogtPP|jJa-#f0TYzll_^ET$`2C#ivm*STsbj?Fae))U0O-hqi*QJ z(c4_9&j@~Cxx8X&YE_d}+|CtOvW_&)=-=3}@Nxg3i~uQr4Ne$NH^8jd`5NCa`&Q2gc~*TfhB0A$)C>yfWda zs*2H=LJB!>Y;2B@jjr@MQ+f05-8eoCoSJtGJ#7DE9Lln{3#{H#lxe>C_ zC++#Vk}20@Px8WB&<907ts%HEBe-V6+%1OaYstQnl``ZXQT>V?Q)=p?Q?Zn+ldQtX zrk6O7QsRoAV*mN7i;TJTihv?DW#t~f%2Ne*nGgE@eP-%I{8`sn7m!>vc{dvNS88et`d|7pN;h@U4x7HsE>v-(6>hHzt zbZQo)EAc6r?K5ZlVET$hZhBWzA#fqBhE*Klm5*>Q#=p%i%FpOX1B24}>^a1^IjeMc zN=v`KQ@z@JDw;G@Ha5l^OzzlF`#u@yOByzS zq2SSPgPrQOZtjpezunxkozf2+f2wOY_qR^zS;wEYqX<&%32Cn9)obH^9XiQ5A@2t_ z214rUKd=5=Ry_g<$XzI-nQe6=^)n;Pw2zM#;k~gz6{qSJw^VvG`Sb1FeGot>Y&sU) z@XmYd?#^gTruT%PWG+Jz67WvYwMPo>L-dEI?rPTMJN2qpFBZMsM6I9u=-YI(+|da z^6&i856E-@uV4woN=9m@&{viQca5zm%1Pr*LdELeQk7=NdDgfi=$jM<%(7Vsi9_%7 zAexqdd?R%>irqseq0T^^LR>oqviGR66)5aKUzom?m?frUd=RVox|>Qr*-G|ffCC($ zF)S^3_UF|>cISFVo$)#T)oQb2d-f~c@wAPed#IB+A|@2^k-3SKzn%*bsm(1;qd4?Y zzsqW9%)^JSx>R_~)`m7-#Cx z+^KB-S9q{_tP&{Mx7CL{n?H6#PFX=o%UAw$ra3cWe0Xx>M825@tzhT_+VasCK948; zrvJ`h&}KZh>B`L27ay5kasenyHk=z6XMRT77zOcY=(9An+L#m6J_=LcJ>&mYi;glb zo6J>Bx&P$J6XU`?Cjx7iBz{nyN+l|fk*0fjEu9qC4uG2VO}uP(GdOg8QhX{9J6NHw z{Br03`52JE+S+=O75@fY4J1lQ$H*cclo{WcxRoRNa$^7LG`6w!@r~e$h7eUK+EEPu zY&o(ax4s$s)&1Q5bsrJhz2f~Xrn2DHe(X z^1ueuNqUsZB}?0WQIJf70K-MtQxaCM^vVa6uxdBWd6Ci08TW&ehqyRE-Co}jaQlsO zdE@QTtINJ0F211vUTv!0Zv`X-nP@H0)(zutpSiv4`0?X^RMk?oE+Q=Umv0WFk-zwf z4~u!+?ZZl)$61CUB0Pzv+dr55R{q4gF>Wd9;w@P%&pQSUtKHKyQl zB54xX_l6sQ>Y`t9#VW3c*dkPkE8OQua3vplD0PRjq{ECk^?TqXn4nT60({Ck8;A(r zbmcYmt4Grw8P4?F@V9umf!vjCzk>t5NCRm3B-+hQPk#wO6v@U)%2?n+z6i%RwWP`? z(Z1ZaVpWQP*^G49^3|vuwB;^cB^BAwT52^TxCy`_HshT;o|)40XagrH;H3?qyo)XgUxiUKWEX^qsJbABwh%(+zwX-FH)*cL%g(obd6tvDwqe~5+PZ0=|wg`JgL0>sI5~A4qBOa+> zC4n^;&CwN(iHr7I#Y5une`Fg+Cm`4_R2(6ISr{+8WfK9&B?_%ODa?4m%l-Xx11*hy zFe#<3pGu$1j@u76>Vvj`yU>TKxbt(N8;I;ja&e%G!vo8^i1+^~8=YlsQDO2FX+SjfopQgE6zTYc1{PJk{b{+N9ZCmq^N zO54XiDmUk~i6A$siTk2C(aR=Vsz~p$Z2LOl$1QS^*ydfcP-jl_sUYjh90?LS;Nv5P z{*jF2NR!gJjQ#7jM@B*8sFr7GK`qTqHT6NG-!56Z^YI$(y4M8nThes?e?`C6x%lhVYQ?TsdWcV&Sh#!jFP!qdQYRK^bLqG0Frqu?jt4GB?_c{J-n@4p4;kjPoV(R6DR_%r7CQ6Eb{rM?r+R5ZiNv^vF;x>EsqgD798Qn~bP^Rfc($zH{ z{TA*!`I){s@21o%q_24bfG+%Bm1NDd+=YAA+JnWoxYclFFWU9Vx-F& zp1I%4{Hp2m>J$1wrr%&89*5N1NPj`mOST}GS7vj%HIlw2d;6@=H7oGy5UcIKREENl`roL@Z-dm zJkxQ2aghOc(P?w7k$ZDg{wRR*LR!_lfYcI(iAM2DywWdR5HFVAQv3AGri&rNEprjG zkM5jyTZ*VON-29`wWFNm>1o(`F{1LmHbkpE&>kMwvUYh}nWi&#>J!l9`nXQhRM}( zwQM9hCI8>SQfMqyprqhZVDGYNrRjlwsU;$4w-^sG5M+`2r_!QzS*Gcr9HY?}k2P?X zi;^P<=OyR8W!{w+u}<2?YR5IT>UM4D z>%}2en$7_#Q4I@xGCyQ!ap!Tv_F15j3=8PLa!LN+<*!_!5o>D++K_Z`iA&rIjEu(l zRX=2BD;Vig({VU_Naw6#DMA`LMj$WC=pR`I9c5sgO4bpX1mXS{`SuWwup9wR5uLUmWU(e zSeY!W@FZCkWLY=N1m6l*Uiq9#|K^}9^F)UZy3Z)+3Y|G$bpLEgHIh9kySP; z0hZ{+Kc zPrgRAE-h=PsnMpIR|hC4tmi ztp7rF)8`#o)*(N?oD@1cEil&l#jjaMGwR1ZltmL2=};OZkjHtpltEnDRN*I5> zD~+lbZb>bPkAjr&v=*#}(zSvqKLcwBw}14P5{{`^--@@rZkW;JzR;tgFth)a1hsBQ z^3|7bXj&$@bo{0XdBeJ7X-A3^);y>!uxZ<+pCZI|*;6R)MTIFN6LwSadg6y8np3gq zUrK6W^0w?S_0Pi?C}vwV=qw_-JQZG!Oyen8q&RJ^8-tyz0VVa~KPqWT>S>hJ+dhix zmA!ZGUcdAjH~LFqstNt|4!MI?7e5qcOvfLbSp0xiTztHaqJ`lUksLCl;6}v+m@3(+ zqdMP72yOIeX$pO56RKZu#7f&JKZH}$g~2HG&qSqWa4%ZjgPUQqiLlwZ?=f^oJEnoc_lJPVKo)D_aS!qhx8JIlF&o?*et}8I7Z< zH_n?*rh3i4%(vP8Brv067Dzj9gL1(MF37qhUgXHdwu)gRxfB^sWr$6E>iZCQGnTH})kVh!rTQo(mA zk<73;2~uKa4P|9MznX~t+8i;QVWbP1zMhZkQ9KQ(Dd)zGdB=dTs7azn_S-G`!w(lL z(*t$WA;ar0z0|tyj1P0&TMruEe0kjF<*(rvD6~% z!Ufgn0#H5vXJ4J7g9Sti6Z9EG7uvTg}-G%a)u)POnc4`U8+;5wm_0UR#8=O@K4 zfhZ!zdgPrmjCJ0jlzc=!%2bPz7D~XVXAJ|8CV`k1;~Y~#OjXgcFpe3z7{QEp6dD!I ztOPhRa(CHFqNGD4)cPhY^;*ZfrH0TNy!xwue$8xq^WM3aztyj$RkqIfyX5V6BF*Ee z|JJ@mke3by&ilk13ACw2x%*Bg-aI)dn-PY%IxmF%L7_Aznz?=4mORN5;e%9;)F?_b zs9NQ)m_=!^k1O3Uf6MZ{Qs&aH*qQ46p1!fX%D(%@Mk0j4fC0 z(>;%HIvSbrhOYmEYd`%qfqm*5(^Rm1n1vPDeA|UU$jo9O!;2e>L5N74R`Q`Gt_e8H zTK-R9lJwc&WGW*gd{tZ)by<_W<6XjZ8@Pf=C({#|S+Ib^Oiz&jcpU^LrO2+;R`Ks( zdU0#MVQ6^=LhT=WW;QPvS)B2_dmAXk&L_cYSLDzuYvY<*-Y5vnw5P0z7js-HvVT!k zvl$7E>#2a+z*rK2kAbgZO?HO#g+ErHh=*C<6q3P=8-Q7fkuZM^wqEhH@o`f?z3C1!8jC(+cE~O!=&r@TL0!<@uE2Eh0M}7E zOet?3Gq+%xHa_J8Cl%&N}@WD={)IFKlZ0T z!vP;BGCpd9N5WJ}VRc0U2>|ZMoR8bV0%=4R40N=)6HIxEd!=%HA`^Isv1l!TLmX4V zO5`ux!Ei7V3^SW6azbL2oNH$XN-?7!K?o!|yaoT!)?8(}jlRV^k6k`1Js`{Y?;4l;#($X*p)xHB6 zp{}vmLk@&|*Z)LPO^L**6@tn?sjRHLwV{B*t=BfZ4#P#$` zmxSi`BXxxU6-H;(8m4Ik1WmBpQWs^aKT2jy#NLoh6VpS9h!8N0H>!RBbU}63Kd8}VlW!K7o44N^g((2*3@Qy3} z=IwDSb@81XNU$E7sj`^SGyKlr6=9ovzsl3X(b&F9)6w4Eey(KCp!|31QpWm!KfrJE zdz<=i{Dh2rEWw`qpRm>yxrxYK0kI2A8?1zn3J8|?){ex4tCIhb-w@EtsUV7wz4q7x z$R=lG#G9q`wc2|asIDdTavdJ)@)e0YMXISdhdbL zI~R3*?&+gUD+6K%T;6Ho=D=)KKJ(h6J%zX^)E_pQKD7hEwIA+ay7q@pVyo94<6|;) zvQKh#QxGASbZtcFifeUc+Eo^9Uq&Pk zwXW;DC%op)Y$xBonysf22r(=|%Cs0#4cG*<_P1G_gTN!y0fv~YVUT+u0rJy~r(T$~ zTbA5_|7fV-3yRGFV}>#|US5l^==wgxBVMmJa_sGXJwblV5-vU#n(ea;t z_F2zu53z~&N>2Zvm*0^w0xMtbQBg(F?PZJFXgbzR@?dWw`YMb68(c zPR%-+LO-wgD5E6~J+0R;DOcPwD38vtt9iT zK^cU~EG!qG8g>{32eCv;Z@|Z49W7Af-)>-5xwE{-1OJm@OEq` zJ2AdoBWysP%~a_EXNK7+yGEoGpnh4*1Cx;biJL#DH5*GWjYC$?*A3;stusa>tnKzg z$#a;CQb$YkB?rf71=@uog~^Il-ZH92o<~E8t~O$2b5dsGx0L?1o%`e3`vk>1b<{;1 zSW*a(UhK+TZTZ$g2m zg$8Ra^7Yjsh=eMnl0s9x4~>CJI&;=6pzeaVzjEHHk!>58_>Tk5>w(AT+O9f=3qon| z@Gk3zWnR9@&rYJ_heCybE!CU5*O%|wPC0-ZaG0uY42LMCNH=DLN$d{Axq0y*s}I7` zW{kP8I~C0`;06cNg14V*1N*Tqz=)LUG-}0M({cS}dC>OO$DT8fQnaB>kDx|%-zy-o z6n1u?tKi-W5ARmJKT9hZOP)s1MEC`MCZw)arU|Jo9k3=ip*ChJ;1* z@#yg3x=aHlFZ{3gDpU{{WNVM{{i7I~$*5w0fhZPD4ZHRBB8aVw53%6v$(0cUIF1O_*RyB&(vZdx#bqu1>`gl!n+)Hj zO;0VqZxV8Dg}*xRRiF~tXrmxNdnu*A%+WwwM_I{2gx&i)`$A^+VW{&C-gI)En`k&gM+NJV|uYqlXgZF_@?X$V>0 z$W`Swe2;K*TgTgrSP+X{!%&r0z?%>h%wL|AQdJL-a&3B1+mWNn?tv?bnyf~vXAFO5x7+wP_qy;|&9mV|Ngfn?aYRSJVOwKL zixsie3JZ*_?}W9-sxRX2R&AB<(-&+pIfdzL$d@Pk!|vL=h(Fp>W$Yam1{4T{x*d`} z^Q5Ow9mMNU(O)$lHL~)Jm;qLMhes^wzS(GQopGezoII@T>C#np%r2073(IY|JaMMC zZt1_d0DBWxa2!b!An}(kU4k7qOEr=`g5b8#|!)q6scBtEe8P)Q{XyJ4zPC+9)9tUfJmgZR+ z0sgZidVhC}1yeau5sHse9H5w85)mLqK7INY2m{H2C60F_carGSE?v5R{<%+F+XLW# zRAB0NDmmr<3&b;}%9$(7TUiuzn%($Y(nqPtSX#>PLC)Pciz>>L83-4#$yaf8N3WD3 z?-KaU=O^X>JOe*JdL%xZjLSIMayv^m3^5>9QkbL^34?>cM>+nHEl~D9m`0I@025}6 z=%;CY68Ce8y6wjyTQ!NTO_^;~GwQ!H?1bkyWzk~D4XiEP2PQ$fkdzF8>K~AD)+No` z*$+34*Pt9thzCd69d^KMkO5O8rP!0s3AL1Uw(CpYXETpzplYx>v@fj4l_qkrL&4jV za?BTrn?q6~=poM@;bURwIMCyZ?kG=-|5Qf3(dWvpqWhQ57>gol*e!+xUXzSu3@VlP zSW}}BQ^W_QSKqE|<}qt~)+?KbnCNTkipDYxU2A8$r~n&51McyYO*0l!!QQ66IX0eE zI#D3MZk0dt z@VD}%SCntNnyZ9imHp*DB;(;KyCwzGlpfSy9hb-NkjAF4Bisc&EQceZ0@92+O1g|uh z&`o~%K7||Yg0!sv7hW3wQ7J`~Z0)T!mw%SpH&T`RtSatbQ-aDneELe9H2Q|0l=x;)9znT5P(S5P%>AB=SJQGO-ce8go)YKX^{y#X5_=nvmiN9AcAuQvd%9Q)==Kg|%i--@3`y zcOEW-9It<_8E+`nn@NDa5!g%>L#^@O@9Z5r`rYP=x=L5gaH5l()1+B1P0x28oB#0oVZ-14?o8=W=b;BF~pKw4J_u5R*RD1T0%d108df9~rSNu86p=aXXz zR;tm_^m5-pdM!EsyeHJwsJoZWWL5nQ=2Ok3Nd0n*bJF{dQ2j3RoiIC@(TMa_f6h3| zu&6EjFX;L%7wYY%4KOj+cN&3G_Q%pa@fsqXk?x>?PyBZjC8+G7SBHxFg7k!9rnIu2 z@8ma}ofvSm`d;pfzdFDhJem-`N)s#*Jds==JagK}?}co4`Yn#Fo>(*(gBI9bLU4L) zX6u9tP2JTUvmwFCBz>_1=$+?bpUz%}9ldw;zuY#v;O&;bvanH`Rb_xInh6@q_^-(F z4aw$l4BiYyRrSBuN?U$TFiZ5+xhS~GArTEW)%x@_^OPY|Si3raEV8UMUX@ZCtwP zxrI$@D!E!+f5_(Z>Dp|=)(R?o)=XKH5z{{wTo(}XY#%Z?WV;;7jKSZqhKDmJ;Q5zf z0kJ-L6l6&$0kI6=c&#u?#iv51Y)cE#@{Y%O&Rc};n#vmF%M7Qjv&v@^i!qP*PbFev zi^iRx6y=*Bk1M}9kT1BQr03|@q`EJ4>lrDZ9=kA6@o*V8%wre6!cWqxCZzYRyzVm~ z=y~r^6Rx|(40v!Y)0azZ0wYI7q4Z4KCTovZ(YtV9>pFXpl|XNPPdB6jp@qSuBrG~xbkbR0wm$IkUCQdIIBMKr={WasfTL-n z(&n==snNzq@$j;z!B@v3+Ow%E@U~QJtVz#oy6+YGa(?Kin>W{IcI;hRKVDzUa6<3; zoPj&Sjz;%Y+1(V7!M5vbd^vxQ|0oKr3VRcy2CKLeCm@H??yVxE!4*PZP=DJ{GA{Z- z)d3r1|BV{C?;JP){CH^%A=ycQa$q3RQ)H33gcIW>5)<-AaOp}vb90!5nRamX{lQNO26mO==Nktn2cnqJThM62U%z?N3)x zm4>UxvVy3t-RH7%5;#&qv;|Rn58qCh{3YiBGJW09aQcz%L+W_rsSuqnrx@f{?PRb= z?>>YYxm(!^xgeLn;=je%naVVqboncf7>@bwuo*TsnO(3Sg4=H|GK~+2rB}0(tKVRC zMEC5Sf$F`{*-hcFIr>l%fN>|y%) zzF{yFmdvNhR_nOeRx|o|_DmY|lJoOyvDADz7lJZh6gIBzzE?8aLROt!pId7C3Dow3 zr}rdw&5;#ajh1@{pe4jO?ye!l(&O5x6buyOq8CWriz<_{S17f~o7u9KvO|GyvcW5| z%{uEBTxhE9O!qsz4$+(CfgN9l?(|B{%lI`{3IH5}ScMphO6ELc7zIP^@)}}bE05g5 zRK#NJy+HMAtVpxLp`OflXyplJ=1`XS85)}p>N+`ab`zf3E_NGu5q@a&ZK)MWo`U#!zMcPx8e^gv? zbBYAR`deRhQ>>O;MGx@CoZ(_;rIgeNsq>&7Sw4(F!xK`cxBeW5- zP^}iVDUc$+j+agqPA{VkJ4&E{<}xQx5geli;$EdhWMaMbNw@{Uph(goyh1&!Y~hhv z<-T>3?DS+V!Qi3fs%>HG=i-J3aS~4ck=4Ath0@NXpj*NbO7~mNUgv?Y`zt_sDyloR z8U2i>3h=WRe{)jLePkttk;!zld-+`3O$Wvp)qUmOb91F-?~Kp%Bi^W-?AW`uLOqkx zaS*Xrx}>0*qNH=@cnhnz<^^xxX^8Q02jE2zFM&k?zv8Pv4T65nGX^Q6jbo9p#npDX zyZg;eBPele+4TYB?n{d!XXKxAMRQ+|&__XijQ$&2StHS-r5e3$b@U#M#jII86nX>e zk7+FbTG+p%-DGO}ztk<0{X*G7IYQ;c;J&>;SFdY!(j7`gwmejq)2rEhcgKC#z0@;Q zI`-6|9p;F>_KLhvZ(>vno;XUbbOTqqkJDr^?htyh@K09*A)Nyb*$qs9ZW)*PLfhMm zI4$mnQ67Uyyf$_X^0kce;JV1(CuKxzHS3a?+CVoKDO=Whfg35G%u(G);>n1T6W7q| z`Jl{Yo1eRBexqJtFZzj;zn7~5L=RjE#T$bIPe!Q@Ke271MkmTsTsM0-kv_VzUY0ch(X(r zD7EGFK38A$KS?S*lReEZ>!W=vEQgz&o0vme$PUW7YZaSj%$h}6_O#wV=y^(U8O&Qo z$trlY0&m$RJ{4>jELYizt*qVrTx-+z+J&Y`>UJj;+nE>&U>@X|*)c2B;98)%!G_HW zgcg}S;VlN`?4^KWr2uYC@SZ%}-4#hQ_QqqJyUn?qo4|Y+^oorHwT1?S9de2k!L=_2 z5~alfwu25eIlbvkM%eaN=l@%b{`gozKrGZY=9emX00z zY=aex--ietY`O6mjT=TA4Hb%-kk34tE7xp#uI}(FV?nSL&l(1ShQ*Jcn28!~?v$|J zyTvewl=C;R#l*<#Q)~&G{zq(Lc40z(moK`qpm^{dWOLJwCbcx1yZCO z6d&LKt5I#RK;TuaOZrpY{1*eVPJ+Z|g*Aw-M{sb6W>qi(igdmigA_AWN<6EgQz%qr9A$pxS#`?5FOf;+Nka0d5p zF7%=Tg<;1ACv~);_K!S+*k;?LWIF3Y}?2D{m=NZmr-O- zf!p(m+PqAGZ3vej@d!9eBwJt#tZc$anwcP}XVF~S-vqy)y@opu1BySlk1aIt|5Wd> z7e%owm@5icJEC9CS+KKo2I&$X6CDedfK;Wm`Gp8X^QyY(d3+S2XY7x$j%M@H$A3^} z%kp2 z9Xt}%ewbu(q*+yj!2Mk!AcM`XIinq|dR;BvU;g8J4{r3iI{R{Cm~{9MuPZhQpz4sl zi!bH;6lEBze72=~j5b=!<40c0j58~QUVGaaM0RPjXN`&=SYNn&8Hk@9QKRkex~yc9 zVS(kC_c_ zyoOmeHoAYA=|=6+HQQXOsWqrK(-qF`>*0q;)dgy(TT1~$^~#IwDsLVi`(I-99N^H> zicLp%#hg>-P3$MzajyxoTQ#Qf%I5tqe4B?csF=dVP|UPu;{FPE7Aj&t(kcTjAW&H! zgrsWgHR&~^Gk|)XbRU%8PgAcZj9-^ZATlnXkM4eIkdKpT@Z)jqUh38+_$Bn-@TcBX zSzvKwYgFlPbt&*o^m@;G*QBQwNtX`8bOi^2#U3!;X%R?PPDRsGnrIHWH?u<+bf%h4bm6p=- z%32P}Od|XpT^%43aYEf;HuZ9KsqRoeg@=#u z&i6G44W}Iv+frFiuH+igzC*_lpn<6XSB}IEP#13%g@S~{*5zY~ScnGgXB1%cNt9pQ4TU-7B@Qn<^6Q^jg-{c4M~Dj1*taauCCdf^f2=;JNlV}j6ndJ zzY|2MFqf~}&-49(vIr|ak>bP&Nh0UoyG!gcdlfwObnCRzM-W*#vC+5}wE3~$ayXI{D$R%>>$zY?40dX1O z@(I=@WmQcjbupttl8DNkq`B;HOhd({0SB$vaf96n%UHzlVpea`M%{gTk#th?#gp3e zoke1{mUwJgQe(AEJH5j6OkFQ}`(w_>b{Xovi@RRu7TPh3Z2gvzQeM}2YXUY3V>!KO zou>>hNO~wc(i2ekO%}GS45WfCNYg8^j#HAU&SyrTTJa%GgsT_eGExlf41wPt=yc}K z7zXu);4m9f1JP-NZUNQ_uQf5RVL6D59II<@E18;sjxjF2#2EYt)S027V6=BE4?&%8 zuqt+CPAEJzN8nOudEo1U*UHw^!R5s%41Q0C*}~I~t=4otf`wuhoYhOHjN~Ynana8B zL6n>iuDh1Gvtntcwv8=@^(;P!FLrby>p4Tg2!WYlY4Pm0YK8_K0Eqah2o5jWJY{V0 zM%@)uQc=@5DC!CzN!;ka;|k^J$t9!xHYE!3hgV!VKqKR~ajvaYXJhUKCKubCzsmUJ zBR(WNbw-C3wU=f28xgvcl=tt_v(e~B6sZ@UHkxCjA#M3+SVTJ(Bx$wO;S;d`7(Ox;jgIba9Z z89>{&W-wZJ=e>tA_8%qqqjKT}C^|b)VdU0&13hu>;Q&P!x%GavQyn!#?L_o;lib5o>ZZL@-C^yeUdk+g80fgAydhLglwH$<56z z_-VoZ>Gfy)p0dTJwQ0WA!{g4Z*xl%baDa2ANyi)jf(+4)>ILA)Rk^sqQRm+%U06$Bj_s<-$fEi`Ii4#XSD&Kd$NE*H{7 zPm4_4GlnZFD^P-kBRQfp5i&-UCuVONJ#5#|JhRTJW!DRwf*0F92(4RoIs96u8CATp z`YSjCC8Z)x@*SK*86K_W%K~MZ#;-kwm={tZTk@z*IF!&XvVL*BHlTa}GY0i^+2Ac!&*)KGC z0LX^BM4xKNbJEL!a4HEK6F_;eBcRik<;Hz-f26xX6t@|~id{KL`THDcJ zrAud{X&6M-Qvr1fPRoeIOp^ac|R+mk7uS&hm$;GCFp{_|A|3zcP}=SVRL zUOh@+#lJIdW81agh$(Vm14l~TNH+dz2Y~@e&drrwAdT1jy5`YJ!B@88?vzCZAfRy} ztxrlf^peTb0#m(PmS}v&;MCQVnVY=;*aHk2th&p5f&noDFSL{IDrGB@JYleA(C?2_ zbkMlMX(Lgu`yA7SfLMEx>mZU8K`bGvWc&d?*MM&N-r5oUD8?6c8*Ljr8|d0GR4Nq8 zh)aalXSVg;#e!UmBh4B(QRAA>+Cekw4LiTEhy;S8(YabG4z4~dPOpV1&XYVe#)vM_ z{=tR!m2&)nzin60>0B=!Tntm01OVd0M0GF?V1`YjuZ$yQoG8{G(VtMA6Ui3?hKcQx z1I-d?YRtV}k;-KNNfc0mqT(Ep9oRuJ5=tp@YWKWxJg_Zw#x`|}+qI<)wSKsfYtj$p zS{`2}D5tb)^0>ai1JVzJH{(0cB-1E!FVlEmw?EP}xSSa8Y|>KB9@?k3gM}tq5rw2x zbjb}Kxyr6`>brm73I=1`6~hQKNYj2uu z`s!q(BROB3M6^3L+S`@YTUiZ2diLks&YSAiUZqJLAr8IRq}<&!ZP?dzgAS|w(3cUN zzuL6#)*ZmIuML{%`?ikFRm1G87QY)*7aR1&b&I&|&8DKr%2RrQfqPq9o9HkzO!7{e zl!LM56 z1*q9P0)hVzAy-9Iu?N_`J5xaO?=CL3*_O@NuZ);mCs;roW&g;dQ(|`!!u6d{wjZefBfP^$z_W;<)EjlVtYe2QP;Elclm#*(UZybvcs~*o$Q|8+L9j{ za&h?#F|injC8`YZ5ke4RgAYcAt1m5|j9&8)Mf$P3I9ou|4^{_i_*gg!p>JZ$NP84C zkW#g}`>ll*1%2i)+~9;!-a+#8L6ixY;-TXI)>u#h$@k5 zO+c*fn$EvG;zhD&4T3OT1U$Mu_u!TZVc=YJ(NE1?>^v_dMe- zQZX6R7e`K&`Jq*wAuX953!1-ezZlw}8@~+2XL-#=FZ?pwhv=TgwFEK)uSTk~H>k0q zTZ+XTmw6@U4eY!vAU4?}vy(mNyasmY|DyR#F+~AWbiPgG-8;l=2CCzHhEu0ZEON3- zyZojy+G=ODhZ$#FvAAB{T%PU_^yQi`r@BGdqKIGJZCERBfm`ZJi$6oLM(Npz(#1EdP>MUpUHw z62mT8Z$&`a9t{b;Ia{v5EicBYaP*jZ6Dj0?SZ+a+BW5<@pGHaT$p4QXHpt$OD$n3Y z4Sr4rpKDHEFZSQntZ#UEY4`9oZ-p6}qV~eGoeYw)bJ0I&Psyy0 ztBiPYL|2*ls1~-l?zpZo^b2*}kj@8j(=9}q;saH*Wdhp|Dm>ZQpC7uC!+)bx8|=p- z*}3T(%P={>ONkWocei2&hu8>QM{onDOlg&}bj^l3n4=;XU51^Ec+8Ng(0|u#Q1Z#u zz{WQQ<_En}Ie!nKc{=xE9x1%|Np0qW5solQtmm;w;rRbZi1wt`U0)UH{Hn^;N@1nQaR~FGg({u^Wjd zysqv%%h%oEyLb3?4n)-aFy5hFs4+NTo#QlBxbxzKVO}gvLDl1OaLzgMvF&TnR3f0Ee*3a$F5=e zO+cAy$Yw<%mME|)F%pNg6t*#LNl@~dhF2vhWGPqCN6 z>HENPz!Q*S)Hq{MQ&8bWqlCQMmT^eG z{193HNKGTAtgH^@hSgyycl%{?^S_`E!YMH|+K*_{f!thJ`%Eb0q4@8XYGhLVu-Gvf z*L!JPDqppl8??WF$PnIzl2Ml?yVEwZWTFybJ<}WiQ}M3si*kOvFgFQ>C=IceGK_%> z2w5ZwyuRWDM>h06zKE3;;Gp;@yiZC?ahDQ8Q<(qOt+&N|qsz*{%Gw&x=_t;}6lF(^ zD(@VhPT&pMx^*Tu%)!+6EoM-6T`?L(s5ZHn!YHU0jw-xaOKdst#Us99OOdJ$*{c>a z&K>_wAlkRO>RzXzN)kzFk|bj0kpcGrcwEJ8xH+^s;PLCEMY5kLh-}gZ@k9_B!mF$s z-V?a*p|}@`zQi_ozv8ciBNSQ|*8^hZ?xD#iDBU0&oNNbb4n(O@sr+D2s8qcmaWJDG_%*8p6x|LfwVFaN}LEd7N z1nZq`4qp5@$V6Nik~&#IF&Ek8D2a0O2&lho1F$E>95o$77RR&LE)Yu{k{bD0LkukT zeh0=gEB~Af+^Ia?#G8t}NX|;6!RFXgVgZD0yX8#|xVdmssC`CTxHQswKsZn>p)Ck0 zIgg)cqg8&%^Ygg>fS|>m;?*%;7fV)_Od70!9f=v6W2><-z>63^%3%gG5gO*_iL~!d zHZh48SZ~#fDJXgE8qPbNKO`UUf4q1=rp@*K4wWmd=3c(pCPvDlrEB4l5k#=Q)ERD5 zZ{nW5HAVbcglvxiqEPW5=C2yRjdEW+wsX!>P~iMRvLOWNUkQj++!qMEFti%~x>)jXKX_76dI=$T=be!Q6=!F4K(g7Q=>4j7gfC{duAhQ=5XZ#^IU%wJ`UmwF@mt z!B||7lCf7f9Icx1XlJ-F7tqP6>q|=%vmlCv8{))*UDMW!%h53*>U_Ynb>$S9iVL(~ zsws79QcBJvXRjMk(X85dGiGIc3l|tSW2WYR^MbmfTH&l5HCwtkxpdS+g%lo${d3TW zy8MstG9epbJ0L4|s6g@1zGLz1BzcAV02ZdIJTdiVKrAo_^=o1nmX_S2G71Ap<4csI z0TpZiw*bzRIk{0dsHT;6t<@@(;4WbesNT_=axNpTI}tC-8tP(@w+ivN^lZX|ltPCAXvEZzmK+c6f9~~&d4HstvVYf`s>Ie8k8+d( zPEZ5x@gL4rkTPI!U~rsGJ7i(`XbG9fKySbyC%gzORvRI#PDQJN2R{j41ga&1!y+-Q zBbGr?RYcs(Ke@e7SV&SF*_&IS6?%4J&85lwezAnaX$*rOujgCS6$5d(msK->Luddu zcpCj|N`_EwuvEcl`0PUMiHh9ZBB8+wMQ4a_bsdNP4Nr8%=PF;GmiVQ}ZZvoI(eyAv zQ;fX*BG)@$1og#O(H0ae=E*^aqv%L1D=jT_wO9<_Pa+)VV)p|@tA^dqLUDht4k+6& z9qI>RZ|eJufzVJw(2;{Q9XW8}b9m!^6b)fme2Fjz5=xE~UWx+XSaX? zc(N8_yJfzL`OVt@TR@v6;5l|ACqC*0Z<85cHFP9(b}mSQIq(sl0d#+NOI=_#pt)p` zpPjoTMXEH?@!F(=mj$Rug7uzqc(E+7Y7a<6W7!?JhlQ?swzg7y?%v&tpnL^QBQVaC zA`%oG7el5mnCAbGXyF*&^UqQBhz2t9+8N+i{-`k1oO_6#ymGfwzf#nn80#jdVE#xH;>tuky zD4ytp0G4DGGQ}aQ{Z$neUu*k~wivtpWX8EOr@>ZhYinJ-YVZvb!(vugZS}Lu+WgeP zTBZ$ngYm6KX4T_EZLjkDEcO)hBW%1N&?SmfH*5nSHi>>DHc~pVD4?q)plj?3N+EAz z3|p+&T)RT!j#L^N*6L($p7KcOqzKM&#Qr8rEG}-Swu#w;kFcbj#4i~IeH9N*z6XLI ziieQcMF3L`7fX?DU_?wQSr|R(B)YSh#a0&3zbX;i;8zpzUnzKEuVO*k0^co=WD|9 z>#u6CO=A+A;a?B?V)e4FYwgQ+0dD731o2VQ!%T{QpjKmXY ze&&0g_}NmoN%nSQ5J2>(BPQa0Tc!y zj`cX?QpLSVv4&@}koU=b5|s7?XojI!-D^6IWVSy-k8ol8hyN9efD{MF$m##h)q)(( zg+tX2ud+kNXf7yfap7UP`*=3tet@mmDdU)EI$kw%wI>mmoWBg&X84%q774z)t2{@go%f%*3bkSpqZwy@7OIngwf2 zg3b!X93>iOT;?~J^nJ%J888mC!-((xCz`StP#wVYiIL8n`*(9_YRMg%^PIEGO*jcZ z6)^xsK*+pd#{LGYv6V|RTMH$a26-IB3B6g@l{NkcgfK~e8Z}l(5M`1t8=3Hrt|9i~fXnIuCf8y~wOayEh42kLvSwmF(we&6Q zPoUIH=?1=0g?rojq-ccUP;jlbhrPQBt8Ox|ybC4L#77-5^WYJG%Oj-i=Ca~dpiN&W zL-sR?tV*o`rx%Qz%)4HY#B6R!Ym{8au-=p%Jhjkd*9Lbwo^+3(mCSh%*~@U@ms8uOEs&_ zD)m#(+lhBI3lwNub28E;lLB>}saf3(nEvd0&Ok?*8< zh)+_R)Sf|c&3B+8^)W`t{rrX)dIm`#T{9*(7Y0l@`dI$(XT<1+z)r3i8+~XYhk+pK zqs?XSN}kBwz+OLif8>d`3g-9b}2EI*PP6ElF7zO)9da{DDU$UpofIn5VY0{iwG1Bs4wO5j3$$1ul z6rW+_djeva_lgG{KwV8EgBCl_$nQxQjQ+vASGyLAt)}QGnGeEwVHlN$3p?L@QmD+( z_gxwx>q5L?)J@@=#Zh})3;0ilm)Z;%0?N!sj71EVDfTbIBcn>1&8C2jj#=8aPeq zxqp@Gq+D29B_emreyr~1Fx{7NyclAyUMAkooMCHgYd9UOfXKLxd8kzVu-s5VCov_; z#=HQ(tkp(TvDto1HaV!{-Kbq8A#nYM84!*bNDWevvRv55w--VP!)x;RGEW*r5@#emBe?=eL&TOaeWhp@$vHXf zq)ybil8P9uNsEVlbuQs#grEY9BPrdWdC^Q1V022=n)^KkRM>ag5E|*MSzPJGE^*4U zeCI^9C4QXk^?ytrJH~|kwJXAu4U)E*%9*H@QUrWNjc|Eu<5Ojz3Cm59o~H22c_>~R zry0fE^U<_QrO6;EZl4;InUQI%#!|$FU&&|$j|fqA_BcE z1Xu8sSV(ennMXn+r^wV&HmVuQ&^~kPhgMnT2SX;@7iPX%pwKOTey2n(?tI#lEf?1l zZM{5WtA`l?47N0tY}5vaf<3e~C9z11Ej)iQ2!$xl;h7eOP^!#`X_xVaJRtYKWj{SC zceH-EpgHaT9B0jK_6n+V|DyyvXe8OjbG*vM`;g-NEVi(A-Tn@20MX?Ru)1J~ZpA5% zAfEVa3({n{d5bd5W82Mq^-xJOybu5>9F@OOGH@Mq)%L^9&<^o7f zB%)c0D>QQ#pkL3&n@7wPF>0V!C3L(AsenDo-&~Pb{lpW}f?l~s zbzvbTGca=2=6^n=G+|zr#!3pBDy)l;j6f5l_DM=XGkPm(b*K}8>60$tV4`X0`Tp4` zq-cTHf2FmewZ=nNYhykC}K$)5_^bR)*3%R!{RFX-s#kiUr7ON4iJpmBzTPLVDoGW;4&oN!S4-h9qlbT&h;89|?GAm)k!hcCCl~n;`q4kD>|BNC;%YX*&V=}%B zHphNL&ylWGHsW!c$M^uc2Ipd?yjtKxFe`?JDBn<+Q)noi77LTf#e6&(T{Y7U;9^>N z5OcwbDE$ckK)B#YGRfnXf2-|>kf9X0;CRyC1FfF*qdoIP@Lr;BKWGBshACZqj{YEn zYnVh2wE4^^auDNoNkyyIC1F5?JEer(TNF7;&&HiagA4IDE`o`?L0%>GgQT$S-_ha- zp~~VMB|;BW7X$!PDiNA;`a68)I27XMX=EJ1Aa`%?Z0kZ-Kx$>lAF2Tw2UIESsrb&^ z&m32O%1sz5IB+MnR^Hg_U2=H!)N`7QwhjB<-O@Gxg*gpDM>s8eZfzbx(1maDeaaq$ z7;}SA(IFfW^0Kt!Ow%OQNr5r*xPNi5swUYODFG-bCkia@Ei>Ty79TSi)%Nbz&# zy`k#$#;ZUYyRa)K6D6dJTz|JPds`JBCw+z&?z2NurwPAzbwg|p4`-@whSM*-5+c|#V z{y6=8UnKdC5EXyH-l$7dqo3sbc%coxqp0;{hH7e6cBBCfEM*Uc1qvhJ=&Rz);=-&S zkxc5~$w%5c_S+1u47_aA+%GO@$#p0Hd3Dn|uLFECKaa~t)diCV1hFZuC2Cp^@iPhk z!pvy<-brUwzw~%@2w<;x0_|1Sd6{z!hAz4h=XZmOSF=9^-(8(&?>t!gs5l?qq!1zy zO#5n_{I=t~4OEB@GV>xq;}{UEhCq$$?ESleaXw5b`7`iOM$U1y%dr(m-2@$A@^ou9;37Mo0aL__mCMd|gS7~alXrRM%6ZsF@H zE47gyUihi#Za40x5xQD3k2nas>G@|3J+@6$*_CMo^Aju!P>WF@>ziq5D+Q^vX?u3g zEVF%!T5EXbJN9u-uuGr>3Zf;%n{Km0iOEW$% z&z~=U;c~CpCmch8>oH*=$sH7`I}p*+7|Pyb!*Hx(k)Un`Ki0B3SWOYjdY_~7VAkL~ z&^KeKA=aJCMCj}TuP?)@tJi?#;dt)<^#aYv1(1PJK-rWD4@aeRYeX5)GZV$bZ9bA0+nlrbh)%-a7g zIxT)=Ej#*kZP`W4LU_h~NMHH+`S={bIyvgoRK~0MhT*&z2cYmn?Y>?-e)dgmt*kZp z+~ZorX!n+$+dU%6{k~`(nB2Rp^4o!=_m&{VHueat4_$jher9v!UVsCabhS*ZWtrz( z!ILPTSRV#y3KGkL%;T7~tccS_@&+UXBR}Xu@lGS*U9u&wE#tJZLzEUMt_#li&XGo@ zAhVqPqmbi&{bCi`f}{@HhZPl{Kjh9eZWR$`)nucynzk4aks5|XLO#i=tW9iv`4Vk6 zhb~Xmi$$%E?;IzcQwo&Yg=L zAP7g!qhx^{2g8i)ZD8Og9B+>EvFM2qiqNY4$ejVDqI}+M4&&j& z43V9U*#F=-KaOE0GZo#cw`jv^Mvim_0^wQ$2px^ zOs^_iO=!U8S+a7RVtFdF{MCuZEA>9cEpmW?o2+y&K9o#mFvcv15{Z%2hYqG~8F*o= zm~3!$-rz`|ys|c~Hso;TSsYWn-y;Xh%I$JQ15`LGh)Pt!4fKV?nn~3ElX!Em!`CJu zKu|Tq)yu~b4uHAQW3`Yub*E!s}iEv#?;~Ve~PBmMu~t3BFBJ~mV9cA6%LC5 z0!&lOYQXtw3_%cnVb<=$iB$%ota_le<5C(tQ4aj4)^XxteHK?!=i5Vftb(y|XW}FU zprlb>WXmf;e;~}#WSipUCPS6q-+Lk4Cx^8xJyq{TSM5fr9-hf1&)>Oulo^~esI}I(%l|ljs%KbYY#?X1Wwk7LYF}sww8u`Vm zozqw-(XIN=sA`Kx13p3-nE?$fvpK)DH|+OUSp*j(=%~*gJ4!m{J1BPJhbF5YijeC+ zFec-xh*nsM7B-tpuu|xvz95D^29X^9Jz-oN@lW*;&u?y&gTN=X`{Us^_&72h^egVM zE$lkX0}kfxN+g%S=wS5wjJLcw8k^bjS`i_M)3q3Op)m)7gn$e3Aq`Fc{{1(y)U%Dv zjOCMuKvYD{UtCLeCf>e_#;k$m{we|su{9~>Vsp1SM38ycheTq`V*w7$t!p)}HV*&7 zxKrKUyYj1zqnjIhhb)EPxu<-Rb(g$JQ*bCVlM{|@8F7xM8d}<4zI;jK63-3cV#J&y znqWPXzXnPe+e4P8DE=3is`gj?weY74@D;Uf0w2raQK&<7{r9w`Fg4h!9C*<3RGJSf zZ*7mZ2%Sa#j=gqX-g%btrgu)FDX=(4^&jO-S9NnJ{m6`dq%Woddu6dx%ph6n-ERY@ock>(>@BaE_N;L$Ut+tV#~#sWgmGFB_hJkL&4<{63RtU zIZxU(Hqbs~*Z*-$1_C1V}F}1*yKTvfuw9;nc6o$P#{Cw{2!C_gR``6I`p;C*6t1y!^_> z;q{Z;4cfOkS-729AjIh73qS{}9l z)7==Ng$Y+v45cVTPdJvGk4Fzt<`E%MU;LPB`H@%F<_8)9I~CDN!yfgs-3@|v%NH=A zmVGmHLsxxdvF$QCrg)A%56O&}+CEQcAPAD04~}eo&mCnRgE7>ptMmrEN>gv?BN+?Q zj8G3D9UELVGJ?G4v)M255@8@x{~vqd$>sJnqpBs<)JaIA%IVCB2cZ&Ybsytd>1jGG==&*7hPjN&qy1Q`ol&()p<=y@IgkjrlAQco+ zfv`_2^3Uw3uchD=BAGaxc$X*&;qg%)iZEEQs95;qeFy`Hvepmj1#h(Q631FA^I)iF@L_ymFh1;GbLq~HUb$Oi1?9ofBan`b$gzZDMP9ZQx((BH$&o@^;q zntH=@F(aig$_wB`{mhv>>T_uptIM>IOFe?W@}THE#~+|V9Fb$wSs#(v@q8mW%{YXR z@Txth2q5S3P$|)=Q98N;&AHp`x5|nRZZ3`VuGm$+rCP>$t$&XM4MI*9q)QkFdxYU2 zRkAn+b|dqkNOuQKb0|Qr7|XKigu@2P&k&)ckeo9Su_a&zY!-WCM5#i)k(bC);QZ^{ zoyReRoV8rV_ot62vi|@xvf8NVhg29>jn= z2EC`D1u6WPbJ|Ya3re0N<#YRPi^led&?ZKK;5IchU2bsQ zR5bZ8%#a^0uA%!x?}R(2Azeef0{KU9Ip2~>n95$fL1c=OYYC7nYM%l=5N_$vNEj*a z4-D;g{RmCyVChCv`IqjU7bFycgABaFE?5sj3217=yO-?3q ze|;Pcu0}c=Az4LdG}$MQVp5i1C!5C0&JL7Lh$HYhp~MnS_2Kf2$%(N*0E!TYH-e~K znB!WMX9@S}X)UGHJ#iV{Q1bp+7Mgq*l2}$Vgx^aMG8=~L0#lNXw3kDxwp^q;_=tr8 zVVr$TFr+%$8z$zeUrH%(;N>{zoq2u!p$(Dl;Que~N_s-H-hp@3mQhSn_B*gbPhwx8t>I&4hTJAkt?s;oawNX z_X=x>k7iJ@S4h$i8@C1{eks?tt;11NEluOwzX7Dhv%wLi3#AB8d8gVqU_@3&h=!(0 ztLxP0ZW{Lc&!7v6)sd`g%v_h`lcxlHN^a%?ja$8wS_T>*chhb{MT>@KXCKuvVSj-# z@m|d&U&KcRQP+4O;Jt$TEIp6=2>3O|)d*w}ML-(H_Dq?_8?yQFSO{ol*zR zM}2mybsR{Fq&n!5i2fQJ6g!EJUvghB@9yX8E}j4`Y&ny%Q^(k75X~q&BfW`{&aP4PXdV%jHIuGxoFjDdh>8 z)zIoWaX5Osii+v}m2^&0Lpz>gi$W}KJ$wGc>_K%5KABuQ7 ze?W3j_p5P7!GXbi@&eEvsmag~9eKcWgfG1(3_ES6RvpI-9)*$dpfB;+`*7L7PQcM36WhbDm{H)q#0TNpdXn zEzx0QtwI(B(ek=m3PO!RtR6p89F;#y6H>yJn1WK?$0~}_yDdTR>fg#~3CgoPB1<4g zavmM=2nh%Y=?PJjugan6`Egz}5`0XcatTnhUA3cfE~I_x22PFFeh}<9peoJdbx?`EvF=f-3f}*3??67jyDkf1W<(o-N`#8_u97TOmsHPDN)G&(q5y6LQ<38J@cIDffS5pro z^+5oCi$h|2{Rq3CH2VorbU#ZPX;w(^i%e%rJ$^$-`RI61 zsEdM)`0B>^+_X`;+?vKctSTJ1zOnD03fUY!5Z;YcsvmmYq41#Uc#jPaD>+mmFy~#O zsQfuDNb(hk4}6F|#wU-P&$;-FVi%a15{ORNzS~isV@yN?FnwiDwk2qCyzF%em4}ib zB;9?n!zD_OGMXC8{bP+LAIag823@30$5)*sWhsU1ck86THHh|!e3st*@3@uO!MQEE z-w_fj)3Y7yo$7b~B}_vbHcL>QE|k+p=sk$ygsCV9%y7?6Dm)A@3n0hP^dqXxG{97m zS5^9C&?z*A7+!ug?hheItf2?Ks%lXm)IZ>3eZrA9alNv({=FlT#Ox#$kEEvED{!nE zot#vxluG9}83_G?YD2-qx-b=*k73A_tBPx;A&rKlM%HE(g^h3k?ot3LK1;$>T|OBC zMDy&?U0_J|{AqJ8M~-P8i!WVpP!NjniBd^V91LmcRalj@Q9sZ&HL*R$7s^!Y+A?*4 zL>YgvDjYZ`?;=m{9wK`5U89YB@v5)x`w!%8_=^@mR51k^w&*^G#m~I10X0=5bGqBt zu65s*fv?^|-SQ0tDd!W{y(~j0gpll#xXfQXf_*w+ zvzSi33*(M5sP*RfwwvQytHwh=ZWv?6tRmk2tuFojj${6yiV5{D{hf$+!lrwJj)_3t z4{$6uR+bcAAesNkP5$+Ru-(JAtvJ>l28S#d=%X$(nWiJS|K&)S>q*ZOaexE&!5l3_ zu0;o0H>@~g;8i51GN56kYb)-ZcV>e-2XQe;c0qKG+l8G$GY=NMpaYE zE~|iakd0g0*^sJv*L2;kz_Qpq1aat7uD{br z;eW9Cb>3!4^#Wf1@gA&4X_AfP0GUB~Z~s6?jw0@p+}^^rNAchP>Rs?%NH2mPQ1Siw z^affiaGhIlZ?T%kHh!xUB9Q<`QyW55@$MXa?R z{hbRy2&R4;e?PMkIAYnimag%y|FMXT6-F_)jEoAyiR=*Wdk2{in;ifkITShfzzEy@ zko|B1H_cn{ik&_i>b-g!T(wigj4GyjQ_m-K5&`F8J8vY70@7L(X@iwqZ_y>HogOld z08Ykd<$q)8j*-<9LF+pv(Ayygz%@M3C#&@4ZBW3gB#M>OKl0?Ax)upugfGOWSVwVa z{-;;Ijv_EQ4wdX*p+^eF$*DT6s%$sjw?aqwTn#+3C zul34Tn_Q8LwoVP{|2|ar58M{}+xgkehpW?qhI8wk&z{V|A&vQJ@Ub%rY2^+Gi!kQL zQ-RGd0ul`OaJ&dAK%L!`7Z?=0kZmBI@8LQchIe8P*H7#Yo9jf^hb*Xgg|%ri!yrS6 zpqv1yw!u=bP=U2{^B6OPwn1)M+~?;*dW9O*Zm12&U?@1MtUs3@+sKKYUApJopzbYC zclpD_Yv(maE7;gjX}%d@4kgerFo+$egCFuXzndogeQ+5nuX-L=&8=&-qDLq?j}zq{ zvXWJL=4yw&7~KTX)Xe51Vm(?s3X3_Qqn`}#T~37l%U2B!O`?UkwQ%&x6EuhK_I}BT zKq||ISBiy=ghWY1V_2A5k8%?;fGw${UCd>NsZ!Q`9qH50Y~!XI$MlO&VS?riyg2_` z&I>2^?$n7)L?|!#k3|gHJ$#z?HTUCv&ohbK4)lbzBhvk)fDDGXbPIDTfO7`Al+;(! z=pkddy)VzVEy&CqY(n*Us4j;K&XZx^vII68TV7T;7L$p8x8`!yWRT{<`kLh5^$ZzdBa%cdG0& zSAVr%Sz9)M($?31n(4ZYth$6tJbUB3s9Y5?XhTW>u%>g7W>bj(9F5J>f*Jv>-Yx^Z zGOoz}!I8H*9yyG8V(E{s(I+6x{W~6qW!DLFc#P4Ynuz|`fAF!myaY&}kb^a7U@+JI z&-yy3;Tbj4DMZ^AR8FKw;c8b-q#{SZtXnE(z-qVJ#-(0}tZHtJegZBG*K#>;OI)5g z5&I1IljcLbII6{GuuOl5XV852XN`pO$Aexqz0mh?{-EUtG-|Prgmx?(y@i3qVAk)M z?i|l2@dvVqc9CFPslE~#0ar0NlB_i~EpVDOiA$gTO?*n@IPh2?GHH5V_F?yVeQSH@ z3B{I>iDDrf4e|vV9gIY<4+Gwg?Kg^HD5dbK!HR@(Q%G8bGZ%7oEFo&E&;=Oa@3pj> z)UzU$=oIC_aD&o@^V|8+HMekBRQ38|2ZWlVR>4I$P=+Ddq!~`_@+@}LgQfp_6*!dY zZ&3q1)Li`Os&9^>E|s&aQ{}$i1#S!_&s>#dY5Eh*E{qZQl~WaQa)J@uUl{cT9s6w6 z;LL$VX*6EAhJ*~VO#2scsc8#DmPE$FeX2)7wYEDeoq7Oed1w-Yt_|I%WovRSBaMI3 ztpNB7L{lYkYl#RM4fp@~-XLzx$4#B~K5+PW`iEEyGj|nAMhAMHC5JsWEynG|tV5s` z8Tfk15E>hw`wB_!x{@X+8lZPo&VrS!fKGj%7`%_k3kO9Ptz7=Z8)8&**Y0U=FX z@le8|=iP^9p6t$(XCPU`tDb%WOKRRUC_Et0{Lx#O8JI4ibj&WrR%S5Y>~*JE-xdK?!m9DFG}miQ4s;T&7pXdh7zbhIb@8{ zo*~q*&*cb92tW~6N(Dy2a~|0&3w;O>YY!;Tt{sm+yfJtt(dRK>D;Ym@8y4@&>|psX zxh0_drdeeFzIwK5B*5a`I6;LQ=+VS{GpRaQI~M#+F(2ZgP(ZM?AzIzf1h*lw*bbiST8!=k@l0KbL8W3rs2BG|a_(_!V#f*yW09rOAgR|5&di|-In$4 z!Plk0H2tdrGhS+f7FaczfsZh$%r z)Q0c>^3n&F01Vn%m&xy|5#%s5iKfU<@xGEJuTKtGq_9GV$Etzbp>kpq87Lsqcd%Yu znRuU{b?(zgI(7aKIdw!I=|}ataiI!-1YA_zic<|&0cXm%i2$UVO{wS zzn}=OmhRr4zIX7iy<$2i?fuivJbxuLl8?oH+v*}+rzz8CKIRCq&gl1(lM%t8XrO^M z;mv^J@8d%G)(v!$xbPhPoKev8by*S(MMLwrkzn+uL6S2CeX`OF`_TR72quW_^12GY zZ0iLv?fLrQ)9+^9m)Lz^hrBV`$vj4R@@;0Rq6VPqT?crt$vDu$v-_zBhcL8EA0O|D zz9R+G%+-GI)f~(h}tu7YhtJAeI|5$h}HwTewHOvZZTjU${g>TV5NSKUtB7!%d zI)MZ)y%{eJ0l(qqLLkVKPjNkPi^(0*6n1!SP^7NyKR+6Bl@K$i#1w z;KKv>$D-(ImC$^Zx=WjW_#+rT z1@73n1e}z28ukT$zxz~7Tgz>jSdXuxOxn^DN&?CoL%JNmf(7K61d>J?YS z{alJ(+Ty!|c2JO8Z^SUz<)HdeA`m>ik+yn@F3lWBK6{%`^)P50>yPV#jNHvdkIA6( zgs%xkf%{Vh&qL1EC?ee8?UE5zB~4i57L8F;w1D+bQ0!= z2q*ZJ>Zzav!Q77Ox=!qRv)i#}#UJ&Tc2k4zp`GksX-b|52Ys6!+1u*IN^rl6Gu+SF z7_^1#vaPoO?VLmM8psQ&Im8y70nMfV!NIF+>z?(H1dF^cG0vw(B1Bx z)vzO{{fS~MZ;98EBNPL2sKrDn78i>tu_h5eB-F|jwrwpXZ7od={Z$&%I8*ZB(PNBT zW?^q3vZ6aJuLqA<&8WfxO6S6;d^!bI%d(WUGTjgg75Xw-!gd-W{0of^VQbw zNoj{fXE2MeXrHO+*Q;mXd_n|#GTC1PnYGDGk+7G>vxV2)`FBfE8r`Xps-SWe zzMTyfuG>BzNQBPHwxR9wA9{TGl)Ow@>-vW~?B)3c`+c%VdWZT0j}+yxE~B3DDEMa{^=*#wqv*+ScgHt`Mo3MjPP*8QZ_ z9s2}?NKRuI0z4+1IRlYJ0!i$$At-z?|N6TUtCs|VZU`G?fQiZy_9RYD*-^YU?hWHQ zqSA5X&cRK<$w`Z^Jl7vq%-aX5M#?$tI9dwE89L$Ng(WhW=ALr*FmAB&r%Hs0Ee2gV z3c7Ohfw;iLN4a4=;vQy5RZItk_714_UZ!1qQ~euA!kGmUGpLXsbYqqqvJUfuWYPBP z)xf&k$*HTWnp$ozAm$kId7h!j$jSNU5|(jre?yHeO-0oBv)j5~QQ9F_&#W^7FDnL>WIbjJ38lT}rJH>6P1loEH6fdL0{HOEod71U<_hVPpP;H7#r z>HSSI^T2Zg>rk#eczIH!!Ag_?rkh<;2mi(JN3aA4ip6-6;3mv~M(LO(X>>>E4FAZ?I&hO&uM3O=i;w)~vk&z}}x*)>Q;IV2uE2fgL zfpQQNs6dHn*#za@3u|E}+0Z~}(-(LyqYz4A!U%YbQVhOU1Ztoy-sr(uTGfj`_NJ8B zsR%;oj7qWC7(QorcmzozvLGPu?elBkuJd}Qa?b$<7QdB_Uy8m1&H!o0d$?0U9W9oH z&B+zBb@S{&sk)TE>Ub<}$49Np-}q6}6WlRJbjOUF-X->dJU~@&9A-G_{pD;Lpcy%lAwK$a5ThrX=Ht;H;T$Lj8|$+k zaGrDxz*|v;C517vv>=T;-k?$eN?KOYR+HCSLyOIf(Hx#>kHxrqH#hNL=z_c=o(AYR zadk;Lu1Mm*_SYX5iuQ%k_`F*^r|%TQjvg$i_cv=p5Pj_Id&_@{q+6VVv`c3OSg z@trA{>%N0T`WsGRwuQ45Fv!s{rUXm2?9$Tc$Jfc|CjeN~qd!WUkVqUMuz%w~v5R$K zBblKM7N)(D<;VBtDIje@y2w+O&Rlv36SIWM13V++>5tE_;`>B{=NLGRMr# z>yaGhhpyZ3%1k^m_u+6QB9nX_`@q( z&tlE=5IXv${6q-5tKCepKBJ=HQRChwo10s@jqq8aKETj$Nql^sU)0Bm>TeMN_6Ysu zOQQN9#lgy6_f|6Vs_l$0a;bI_6EU+{A4Zevz98wnIVx_En|&v%^`c@~svyKDn3u+3 zY!A;C#g9W{W4J6S;iVE>jN;Y8wVPIb`}WQ1wx%_0O=T6WA67iJ1%k|0(gRvz{!rx3 z)S-00VX1o_NE&G!p=6~r7kb7H|8_>Dxt+011YXG8da43CV$S{m7A41u;T$nLqN+w% z7lwUb>9s)K{}gDrw%@)$akeeRKn>&&M?2-!p%C9lOUy=m7bP(5Gd?cqfuN_bDXD!X z&~*SOk3>8HC-K*ZLA8GmCLpzlbn#B$0;cF5i2V|HZ5k~MEdMjNmXtT*hoP%!MEI3d zx*B9#mRU}=ZuB!GC}L4v3_qdizUA>xf6Yra3cI}&Q4|_q%I`%!?`NmX$fc>H(q*P% zxcf2qzJyWN!8%OT%5iT;J7MI-;7CH@aOO-m%nVyE&uG1j7pC3Oh58MCTWDuFFw>iT zjgu4!A6E3oC=$6?Pwc`u2L=G|!wZ8zSs>xug$&l&f@uQtFs3+$dXE!O1&Um1 z5;K2<@cI1d?Q)pZ5wv)#n_*ZI*KEIjrY~~{$KWKdbbKF#T0$bN3R)hoS=COqd!0M_C*!RDaQ~oBpQB#j@7G|w$u}d(8 z>8zj5>cW~98R159df=dP-kM|}nTBRkM)(ZvVSNL+t**i{n-+q@5Ss-#odrk2)(6kg zJ%R%uPlkpN!UIznuA<3~e+!IQjh0_ORqm0Fj!j3qR8)5S`q4$VI`%zW@X+$Q`fKr3 z=(P!xQLFIQKv*R0hT4)aA+GpO>?HK=Vrv+TM}!iLA()WeHpUr zdnsSeCqIvgi%d+XkBsD-bnY_rl?US1__zYc?9MWj;!-SL^6H8=qq7BP5L$J^7#<#H z|4M|FOLDieqZt4yOb8&3P_CCFv#>KcTzZH;n(0SK4Q3X&5CE9l)Zvl983!H`Jxxb` z_4iBn;t{NLKKNZFH(w`Gl1oTQY4YVTt`v0`oYywm8W@xq{Ynxo&ZUPu4)KvfL_a&C z=8!I>ptGI_Y4|XdI(}=(-2?H>2iEi%Z_VHM5_N4I3>i$-y0#@47ssxlN9^a#_^z~D z$Pd@Tax}ZqB`C0r(=_;87VNW#7jKO9=e8HxfxC`sKbDl*5E(^CTBg4Gco|4*6o8O^%J>n*be~&7c4G2yWitE>u;dN!F%O^WDYnS^DgD?5>uty+)9^kxXaMwnYuxJNue{V{D2%xA>n|MmuqmN?hw)YC`Z~>3cKLPx z_&aB)m#CUh_y9UG(@Mb0R^9`WHb51l4l9JOfQZZ*frlz^5$8Q}e2gV&>(X0)<;`Fq z2ok#?{LYzPTYl#PIAFtq0aGEB{cH{^d{nrDv2DaCkK+X0E2(KO0wh8~fhmW|3k3TG z_C&u?$JfqD`sbcO3Ck*|?c2=+v09U8*bSrHFnIm06hkxuDWRin1d_dk4 zmwk;ep8e?ADWrM3h1}4bMgDpoEG4L6>S9oOQ73mq(<`WePlaa(pd~-u-NV`1^hy7F zwJxWWQS08%G!{R;Lwh*;R8Vk(3`DHu6~sES5#dNlGwqq~nzR8A85qQur8LcyQacid zd0;Sv<(bjw(vn9|@Q{-&I;M)jPBUczuFYUGv0D*;48e)ZMS4jjWxKO*vQfv?e3%%5 zbNI?o)n}E~+`7|HRe-q*k=waT4-B5fSHQpna&2KT42kkB@&yZ8e+kPUXD4tmiXj{k zy$pXRn?>kku7QP{8wP+6tD3*|(1h4E-BFXB9q${Ix5?h*meRQ$0wB_UW;0tjs)pG8 zh22n=bHzO2Xm;alBCUz!KaLyq;ij3SZ83++!fuf!7hDNamlBwk;L0Zyj`+f{=#z_kai zTl6J2F_}`ImHGrga_yBsfhn(i#2?9tGXu`byR~}pYM@=o9v-N40rYut?_rbCephtI zHQ@qvPu8n`PNzXQ6FF!Y^Xr~VH2sN$8`=kM-# zZspOg)7Nkb(~^{UwiW$mU32QJf!inw&JyPqlbpy;(@Vx0WhBK8y9+&w7vwRS+f)^- zX>w8~DH2|4`$eDx4dZ(WOyL%?BbndAnpPj=>eK;+$$b1=CU#qxq&-=r>cxY4?{dUDq&QZHsMPH7RoW4{C%O`4MmHxrEk5PlT~`W zhf}*xIV(XdUM9cZ&+&O~!59~1xkAzSJB3tYQwFVBpcGUQnb=$4!kJncJ#7PLrz(Qb zB=!cmgbefAU3kp#_F!idB|8i(mz^aT2wARq@N%j~eoJfyUL`<=eva=|47NXpDKku! zQ(65E@o&k8U$&N1uvqQ~9Cvk_mDM27B04YRH-n;Xe|wKV9hpE zz2x{$Fd58*7y^Wnx8by$kSxrk-0n+AbHY)P9v+Gv#(v21eVuS6c63ZVeko97y{

8a^=+jCMS2tfdep=%wq4GT{nirD5$%6&c|(`zOnvKj#wnTi?M#EcYB zTl#)l1od~AK4N0V+N2_O{96fE*g2m504Kvc@45Zpa=2RntP9Srt$ierw}MK6jfmht z6iyL}#<#V2Shj4SAAS4?GlOV|xZJw%OLM0))nEei-BOJUxa_@Vc4cOm`+IHv5c+`b z=mXX~&xz?pkpP?k6ams~Q1`&INM6SnM-eH$axnzUxE+I&8J8;XEd`Vj3bM5!Scp*O zo2Uc4!mj8L%Pz%AgJNCxlAP1YOJM1umS*XYR5iB$QHHA=k#74zuC4AiTjre%@C5rI zu@iuas^hezksoKCyaaSR4i~k?tv0?%NvCeOf!>F(WGn2qG0>0sL4bPyv-XW)X0wq7 zSP>ZtB-v29DKRXZ*94~B$pH%is~CmOh*N#6tvA0bf%Pm z(rBDeB%9Vi3yQ2(yKKL~3pCdA0-q;i8HmZS>~m*~TO!ylB|y%}nwgxSL|JOoAIE#7 zqH31!9mzTv5_1SemC2DE`;Vs!jMj{+gJggTWb&7XQb>YcH$@pP2^Bs6=dpTgJOX(9 zMX2Dp?A-Rt*~*A3gAvI@@N5V!B_y-LX>;;$_{Ch}{i7_snMG|LNh`n+2`5#qb!k6# z0K0SI>X#R>%vzbw=NEr_lTkq^%vwG?`X!?4*g|VKMVgzNv822-|KRr_99c*?N)436 zI=AWC9A=07S9~1SmY9C<>I(6=j-!M0 zxV(n`iQRF2NcX9q`aSWX6J45$M$CYu(D~d6pXH0_~4jT+6?8u;s=ac#^rpn-vy+bdp z7~1~cD2#jI-YD!1ryD!Q-zDH=4}BJ{a0JFhAK}qkPb2POm=i>}MF@p9_gTir*e&7c95$yKrWQfBaq2%YHkM zx1~B5<%eb;2IC)l{v(hXWNv)``3t}o)?WVUo>&RB_&MI2eszT4uj$uP7di!jk$kj` zMaL-NY*&fR6+)Qg))HK&6p>S612}ya|B|z3(QF>bpCn%k3eq#8xyDkJ9uwLHFb&5v zwh`oZ^@n1EnS^XHaROjq6YLUnS(U7o)YQn)_u5&i{f$N8!B1>{1-ueOvV<*#`{_^P zoVm#0!X@G9`IXUT8zuCZ|Kn8D$X5d&`d|>Gzno2lEa&2zR{RBTVE1s_wGJ2F%|R5f z1v@U&EEUsdv8pmeb+aNa2S;9aKO1uDEfSrIzwoD4paIyGX%$DC3)j!x#SgRyWZ2j! zSMJ^BRxCyZ$dICE6fhW4P?e~3eVIftjE2UK9gE5Si!g~u8XpVF)@e9Pvhi{azdkJwK2!%Jq)1{!CfQ_tcI{F zxy5#z5U`yBQs|gri<624JI%}lFS3b&AO8$`fMsn3^A{sBQG-K-lRooB;{XA)4GBcy zWK1JX__PIO`SXpsJ8m9!kZMl$ci0WeDFo;|jcb}tiTKw*$_S(m#T`B^8F>)U!|}bg zN%yD@J3HhJ&%d7%sb^ao7qcllO7s{mVS%wiplaya8T9SPYwIj_#(0aOB;@(#LUA(^ z|CY#cQMnca2*dbr85oei?)4$6lwyPuOmcEgz6Gnx2 zh>ZdsWV7vhlODsEt5HI6<;mxLpakm>X6!F}Q3Uf#6No`FEp@XVA1XZ3j$Ob`c3A87w{8;zOMwb zBscYJfQ6SjOxVt3#A*QEi(lo;fDk0~a#f~k7wG8>m`2f+BN(-Gp1@MK+PK!(PiYjX-f&8?CTqM-qlnX^Btv4gx`#Wv zn3yrLrJ@*e3{jK*3Q;BY_pu>BGp^S0m4wJ z%juXzi+ikU%GdJ~h2DU}0B@u3+(qm9WSAX_asNx$HBM1$ePvF z(bv2{Nk;@%{Pa|y(H1h8l^dTM31pjbyYN?R0v^KDio-w_2*bn7wfxjuhQB3L9aSb; z!#>>4;ZS}ErYy#r!zgxO{*P3E2QUj>Txo((KsXIe{gOIQD5Xh;%diMKquw}4PSodb z`h_OZGPH}gRP<{&y0LHT7l|`A=P&(gLhO+l?RlYbjX4!`NhPQd3~$($+L$~V=qYET zr;$j7!vh_Qf($$vHN;ZZUcC4<>eOAtd)_|dKmK5jAN)SuvKSm0efRDZpy+Bbn7BCl z1^YM*+g>%&M9qrdDbn^=sExu-7UL@_nwOYp1Dr@8vdSj>gfU!fo1#0GeA5%gjlKe(C-q9$Clh=TEb;XA)4Ti7ordA^v~|; zOqK2>1Hi#TA#M)6u@j=+FdX0?ppRn5R!tey@bpl~WY@Z_ZF+DhHDlf&yMu02nLuxo zIob)-01`rkcpLaXx|m4k({|brj=aZ#krChHbjUYgQd1*~_8B8U!tua4$#~fLCTh5o zMw$-%Ff#6;-EqWH0lO%6CnZ2g-Z;{lumSkc7Vew?$q}rYvr87rM!Y9ZkOGtD^=8V% z@J2I2(x)hpr*Iy7L%b0*2>eHm37dhF;*v26&6}m62QeGDzCI`Hj@Y zfW(w(iO>y^M^rRUqZwY6mBCD1;}(zSs7&H%SgK znD*e=M+$}4LR?+V_;t&O@c4;hhKS!_94;;*e^Ia*hM82BCww=X>S5hbAagZPx)2%4 zj3W}x;H#2EV6J(56vFFb21mh981w_MabFNePGA-{>kW$-k5H$bCDiRkl0xZ&pZd9@ zFESgR+0aYXyh5z+vThMqy2!u9V|S$04@zlbt_uad5?}%k z*I1Ly2f8C|2=>HyFv1heYHWr7PCC_6+|F6%vH}%Fa}J*mdtVLBG~MKG73-EhGH&Z^ z1B&9!Jt+DuGmz9^zf^*Rng+94=zD0tBVIhs0h5?$C@-|Mq|O zmmq^OT(dz%DQSO6)|j@o8Fz}-b8UBK(BJ@Eef}OCsr+63M`FCcsvnRzrR}+qxXZCf zgnnZ$uC7v}eiLh;rJGX#*}Y&A0D@B^wL{ho4g``kqA%DI3{hf;k)~I%F)+d-Uze|v zXD$GOq%+H$2!yXp#a@P;jy=wH4i$x6YYi%?Y938m`@^a86y&CAEssHU7bE;AOk zNEb)XLECzReq=78Hi8<=H>1O3k8VcW7DVg=f8oZR>rb1<3|jwrX|x(^YBE#{@YE=3 z*@almC&gY-utV&2C?qWY;uKepPzduEN|=(KkUxcg zc%p3@ugH|fAu)aL?%}?>vqp#WR7V2}*Wsc?yBLC1Isg~2f%ox@OdWW$+NptY;9C1B z`{4-@n=l7Q>c=`(DY-LK(DZ>Q5VR61Ggbu@#07j9&LQlWgtIF1FS~R;eyp7BsGoz+ z@pcH(HHP_~aV^ZgH`!QWXuF~0zsxbZQ zPcD&{0rFr|4ef^DE0g2b+<<%u;a8mO_|(Oe%t?AaKmZt26dl&>y&7(L_76nZJ)*H)vJaHm)23;MSx)J1*_xQ@W_3avlPhZxqE8TYGLoKCx6laH%H)B_>34t{6ObOYjqrWW>uLbzxXB5N*vQS3#Lze383NVI-0< zhjJYK}p-EPeuH^BZ)cmbWw(?9PU_jd?G!d5ipUm=;J zDkN5_X{5si4uDK6(^awh43+D$CmEC>HwDdd-FC?fzig(8?HJht{r}}GTaD=#d|r*- zUAN_5N>2RJRs0S4N-~#70$$~HFdTaDh)g=*>WmV{=|jE}7K86%cAjqhz}H}oF3Fuv zqglr7v8RRrPodMF`UBmu3St*6YC0Ex_gs419aoQrU7+@Gdk8-NpM@l*;`ts{%(~yy z(lS1kLq7adFmTAr zaEVcooh5xbvG@|!2=qqd$1Yv8Xk^L$tQT>0G@yEADe_>yTHN2MjIg^l&RM~;tT&Uv z)7Q4fAKZb-DC|avitYMBkaPI_TIx0UB8=h;^nWh711v3=mgIMSmZ>2v#(5yR%)4`D zM{wGT)l-y_Suk&HhhdmPtN1Ss5fi`cI_!4vPO+^8z$tM>XQ2s$X0@qgvDbr zGzlurLU(OB&+`jO*}7=M@ntJH1)F=uZRuLq(5}H@uV>Gdd)cEyTBiaPEZUyg*m&f| z_L$$f0F7nY4kwD~OLZQJB#iD-^_M5)y;khkj;kw>4!ox~62$hn+i z1BYV6e*Fq#=6~fdLuVGQ%md~TB*qb>Mv4j48zo(Zfso2Nh{XgYf?7^7t)ed+g7Q6v zVUNPLCgwjnzNNmY=>bYe_;$9Y$=)`->CI@lvTAP7>VJ&Bs$ zoPqX+0En9Z^fxBb3zGW5wk_tUH=y{jMKp|@LI#^C=HTlP4zmde2lGqqsU)`-^AFcy zrUETz*nX(PRU?P3BZi(K9GtT&*WV?7DPlvn1jVT5DB1a zCdfhEwz5$C@whgMrG_=}Dx@0*eeLSfQg9!3TwPdC_A_Pr-2!jOBEDR8@tBR-(<+F? zW$UwK)-weo$`@kA3C5kiFyR#iO>TfFamK$-AhHqE8$xkTPW2`FLbDUlx8iZ3zAVtB z%8x_zyPf=Kd+dlnu*H7z%_j;4cdZ@8g98b9Dd>@=+RETijJnGwZfPj!qhY=8(|AEZuLhJZ$?r1L-4B)^e1gb_yN66 z>60!tDgFmA0S%*r)rCOZm@-;#`*O3ABu2F@B2Z~GwGYK!EG#aAx$LMpImzdksq0dV z@O2`g7`lTIz9tp5uiqlfN46>gp0p<_RiQBlNpn)7T>ZHXc6{NiOaFVFY#UiUw+--8 z!#2qgZNWPddl-{YeC!7jWPvVGlJO~o&N`QG=ND4eq>*rTT@@|PhF+gBKVu~Q{T z3eIm#V{BM#f`j$@z43n0-gs9$YZsL%A`&jwh_kaZKi)~pjnyUd?kJ#CW!^8N&Ob$% z!~9BaXPQgUbFX)hf;n*(%I=H<9(k7HXRFTpkH1UK`7gDjj_pSvNZ1A%<~YV^>g*H%q!bw9ms0guH5`m_KxT#8K>8|9hhyYSdnvU*M_{ zAGsH^l2e@-bL@soU^h5Lh)T(Y-W>CCS5D}h>3ek#cuRA^wN$-WR3MOdj&1H(%`Cz{ zUP-o#pgPtC1q+fQA6Hnx>Ea75rFbZf9&nIw&~`mS)z3pl9Jb$J%Y)|tm@@QCAjZ@H zDxU6Uadh~H1R+6mfrf&I@A^)RXZv^j#54ZsE)J;lly|=A(`q9855;TR{G;)2*(=KA zhI`Ot+ryMyU73w)%d2kbIKfLJT+@6kwW46Gvn`Y0YGbgu)fPQJh9F2aH_P2+!gxjWBRc6)74VyH3lKnZt3=kh<#+GNdfF zxiDs#7wmpK*><=7n@8bTETD9stRD2#;H~SRuOQ>)^{Ky~$PAg$Up)Mg%Aps=n5Q>& z%}?*uFeqgaH{7F5k&Bq>U>3?FJ`mO1r>!cUan}`~s^AUL)A+6Q9g4|QxLrl#-GV;x zEf+uP)7n%pzLj6hd#jD3;l?xTE=laraVPDDhWka$9jtC*6yz?0+#w#8P3NH|zUqg{ zr1>yGa~j)waa-{^UwIr|lsYCt!r(BmrLWd_Dx*j9hhf*VlcoU(3MmHq{BjUckz|nhOsvI{R6_QSs$HB*r#k=UresffOo{n?-BT!UfTdMrWT8j#6*C+`61_ku|+6QBs~^6=!C2`C9)y|SZfOh zG-c~B$0{+U!0-|Sn{x@t)Nu|N$Qh^J@)g(U?PTL;09fuN+{|Li)tDO@Cdu}+C>}+# zjr5#xPW8S<1dOgpx`_l5x7;DrX--77_ja=F;@%Qw1ppi;| z>Ek9_6l#O!MWsuz-?E)YyQ^2kNK@^d9vydp2aFrq^YxeZ4c1U60zDK|(%IYT=%jN! z*5(D}_IMB0ybP?lZ+~0%99ZDXKBG$H?!?-ajWO6tsU@AMwk~^?l^jk)9p}cvIO%H$ z&`c@w=T5r!In$FMIlb4^E-#vnU%A$rvnri92wAy3_| z#VJl`z4{(LvdjPY1Vl!a2YykC9wt-lj{faTNEYvO=*!IdC}Bk_!nPQwW06-^tgWHM z8;+G?fl&Wqngn=(OEopUY9tmQQ9i$M;c4hF|6oeM$cy->7*+lP^n(Q9F&f1QU{E3S zE_Gf^<<$>tDq)h-(@}3kgW_~Ty~RZkwcc37iq_M7+-gfx7^Q~?A?N)oc}!%J#kbY9 zeKMmLg4k}Yq3u_8ADB2LJ*jT(qKlKd>}~C)OIu-H@yjnEon#>F>Qr+Ga@;tIdW+XJ z24(ivj4k2xnP2Vn?Zq(N>~o&aGEGpCHxVPGCx9x z%WA~gg>tN6W261(FZrbDai6aW9?HMJWn+J`5L++yX}!omhX;epv>cyl5I`57#J~q{ z14@CLoYwQm(f&w|zHK+-TT8~bT+~s$-?px$ye@8|O(-xEB2n9Z&8fIsOUnpCUwVgT zYa;`TF6iSqK_hpA56s=Y@`TZC5sOH*!o2emvmNf9xinu{rQXw}$?n+=vOF#i*J>rS zPe4pu2(zp=tQsdg3ZhOHFJLeK#V~%WIA~ku_>DhLmLPyIWj+RwZ^s?;H zj3W%ubD^tK(-+X@IjpLC{M{Z#=S5!!%MI@_W@0#ffcsPT?;*i$IF+$FK)T)cjAjD7 z4S4&F2oV7&F5%X5M94MbTnJb$V}2r2=iitOyu>N zto3ouJQvCl(eWL>c2&HuQS%w-r`5LDbIj`Y@lkf5Vfr%nt`!$LRw8E^fALqYI*q(V zhMgEj*+hf=6v9<-aUPG;K2PWoqRt!Aj@z9l_(4+Ptl1cj&XMUD2eTRd82&;C_YJ6t zbU9qbFNX!<98mmLMI)#UtElXHLCIu(VF+68Ea?q^#HgefcYF51)akQJ2){fVecutmP(`a(>Laummy4kZA% zwclFO!>=gKaHf=@T+JtucKt(InfRt}`f#iZZtPE*bb=;qTs!oR&`7a|DTb5yG3F`6 zHfessc#T$^sooqgM^|R_qDO(O8R|OnA+4rZ`La9!xkCth4Wd`i<40yNO3!b5-+u7Z zz#6AaMQmI^>H zrIAz~Atop=31hcnOvqn~;81V*VA)6c56xKKw4i_72ljTd?E~*wZ|=S;N0sXI_&5+o zHi+!8mKhKVS1>hS>nWvjm~7wP9K6kh<b(uJ@k ztDPq`6vI)IR!jqH*u3;5n5w(KadNzdsV}bZ2k1+MUL$T2>W<2DeeX@dfyIm|_*oA& ziQQDg_U3N)V-VhjbL&Fn@f)OLrJnB0vgUs|_#tpq2}4-l;L^;+2CIC85UxJtUo^l@ z>b#%{GVtIYBMc-d(4Yi>Vz4VB=*E}SH6LdDbqolypHtZ@3Q`mw&KT&_9HK>Ke8dEq z?{#ywkt9q9mtD$o5lPrcy5AY7v~BIPpU}bzRIOfoWd#+Dl^EeEmV2{rzMnDs4y2lD zxZ3YFN7Yb@G!5onmFg|!GbOreDt|X^ma@b44TkutfBmAn6EqiM3Z)sA2wm5Pxr%w| zfSuS;@CHog5-6q;5QE`pu0)YsFmLQ+nqq@1&w`;@jF0y}T^xIoI$C&GXcA{AlkUqS zA8FY>;NIM+(A$pkZT`m9X`~oh##o1G!DOld+5%epM2y^>oeJjt@I3=l)#0ii5$dGl zC}h6X6P_(|P22*^W%77omb?MJg6o;f^BvcTAK=7;T?8=(Gz*d7p{0sQ6=y(GQ8u;d zgzwn?J4FBipEI!ZaDJBI=powuRE7}|jNrtl)6l8^(R2(#V9T+Z$ZK6^YuY8OHGb{? z?81BT%pJba0d0^uZL~Do(?o?aB5u5ASuMa`+fqgld22<4ZV&|yVNJ2}U=psdQ1*Yw3l@DlA z@q>)zu{~L2wiJa{!q!%?OBP-*o5Iw$lYAbi3{k)0GSe)r8p-Sg(IaA@2oPG*|L6{? zGXi(Nr~&%$DqusJJj0o#b0S{;|0m+T0Y&`7hU%UzpqRP2+iPxxaLz(!quiQDdu32gRF-ax zzr9h)-@{_;!aHa!uedu+EJy0Us51LR{EjiNp+Px7@`r>gL1!U{@2P>Y+QpFymIjf@cK6aN;qNfRujjIiv`Kq1D{fI36L)peN>R?8dYh z@I+TRFWS*jV40M+$T{bKJR2mVMy_Sf!Si1~|DI>{^q4h^>cU@r{N?gbGd3*g)3oyO znZsY}`0D$QUr7Jg!ymgpXioU^-v$k;SoJ{T(vsAJ!JGa$WcFJ>MtJ?>wamI?juAK% zZzr3%o-G*gvZA@3MQ%j?Lj(ry6~_@7i1&(>V1DthW{&~KKwrFls0$mPPBzE>u;SdJ z4;Q`f?>X!!|3G-=*nW%SoD8pDRQUN z-Ef_4{Bm#+iL|$459j2xujhYi%f~P+#2oG=+#Rjn^7mO`vy670jPRWWD`J^rH%q#= z&q-g4>8EmtT(CIA6p&d;*H*t3N& zMdE8v*b_=OWw^aa+m{<-f#O_|jinFNwPh6pWXEl^fT`!2a}9nY4YLvRVz+V%8PfkuPel;Xs2T>c>|iNf{M<#@1CdjhScjQR-3rTzdN{NP0xjobX>@dq$C&gI8V-smfG?)yU&Xh@ z$rWd2gw;JT!0WH=X0k#y6(>PaS`cHgx$aD1-=mlapn9|L#ONM;0oVSq5(m$83{qUT zlS$--8{8T$BdvF9eayswuB~}pKGkm`t z^mJlPZm_W&Jvl{8+8@gSms>1LFcNN?a^VXVo6%$8pTVmRlRp@DT<%!Xi@ zHcer8=)vB=NbzoXy9ohZJ)NF9O1!j7pVYd3V{bm5=-(Q{bSXdIC4y-cJR`BO=*P+9 z{X!Wnr@rttjbt!ie2D=fVIoWFAYi(T>vvvbsT01IQ8blYY^PKYJL9xkHIi0q1LeS( zVp=CNh0>%OmeY$ch3HBwon<~*4%i`dRpSk|()h@P)7ep0cex+)K)kldN~=Eee|Mj?}V0zyR@a+w|7Msi^Uudk&>YGN^&k=L92w@l9@HR2d!%w_{f) zGK44Oy*7@c^w+Blbj4EC`QU6Bg*N)9X#vzo#VE@I1N`_c#;Ynv$0~jp=pcfH&ZY=w zR}Tb3t5JD?A)MLHS#IzIQIUf@Cz!3Z&$v2q4i-G-xCGV%8>Ca85f_JV?f3JA>bv^99QTiapg7B#`6k>26*-T^O!@@dwbn-=DzXP!LAFhH6dt8G&7y*24rZ`qta|Yvbi8w5g z0{j?qb7h9vW9kl8C34Tf9EAxi&j46-w`ryn+VFSIE6P9yTu4R)3KDFe)BYEKh34sy z(d&LYkkEvjyx7|}Vm*fzA!0pThnW*EykK4!gW8&0rQeE=XO7KSF_$y^VV&W51s?eu zn_lCiyJVFrUzYTBNC?W0l3t+ege|e8f)*9uEwuB+SPaOTwISwEsfUHZ*q~Ji{|7r zm*1U#a4o>2b#)bSZ)MpNb){f_qTi&W)Gexv1U#C>EOOTbMoU|?!RrU3n|&e+IAo~79opZ zM+mIsu7BFtT8&ng0Y`qp=f;75sr}7yD`p>V*HGB@hI9s{vqZ^~A4X_1!G5ZIQCi`gvtt+|C z2n@}`9sd0onq|%zFZKt3s|cL~9O#PxR^QD58X#2%R_`tDr+Tzo7RPnT&e9wA>ogN( zc+0DYKdLXD(zo@##CYGMkz-%@>g&0Q8D{H@*oI?bQ6B3)qeUFjwyWu_#u0>8X8^~R zM^Q0QN6S?_I2g3YH(mTlN8(8GOvYbQnvfCFreoz!9cRIdGIvnyvj;AB1% zb|@6?(1$|?0rxN%mwRs6btSA};=*-^D&|Ov&HB?84CHErcufY|7KqPjHH>=XR5^=N zzGYV1c>+z=RB@&iGMwZn*4&`j9K5|a1whhrS{$Qcb2R)moT;o(aUYo6bfJ@qtNYSp zXWpx_95^(+pqpwd>^P(T0?v8$&GQ<6y&Ykk!=Tg4!(?X$be=|0>AG#4oA_GGDsaR@ z=QcUQxl_Vq+igm8@Pw>VJ_}9As}`X?5BO3r6gQc90F0J?KpoK!y9_L}1k$U(eDDGq zeC>nLmM8s@&UqgHA$y3E*_gP3MC=agn!p$GXYFX=$n9_xgc6T z{6p2)GHz{tH%rrngUuYv9G3sYxpPR71er{FORoQ10W-L$&DSb_aKMzB& zONlhOdF%~SLLx`)uK6(}c_GaCrx?qaQRA5zg`WX1clhg%#>!oi``gcMmODmH zQZn=)Ps=rhQ{Ww9@OtmyHtc=$rO8cClys>uZmy+cUx;0~rlZA@`qSNoqgi#f;0T{L z{Uyl{;Ona3vEOHAYDLYUr5=GeGJq;v>?@G}3|yq%+&uz`=&wHyu=R9~nSuYbANt&?1>{E8-C8jjwaAb1URp1{s=THeiM4X1K?(Ai4pz zP=E%WrtSji?$>F8E9YwTwDF{5us*V}Whj`}#71}muUuJ#GFvj?i#A>|G?8Nf?95!E zv0kHB%pRCX=T-5-qAP>Cq_@nS*tP9x!;lOK9&pfLx)a3phI|{4hB>MWW;APQnsRc6 z7FE_-LGYj(<1@)^YBo9(-qf{PD|sQ{XgV!_rabi%Ub&=h#5x|fm2XdUN{S8l9%sK1 zoI%Sf3|6XHGtOdSWDo;%y(GT%CUs;1_2kux*6S6Zx-mKB=5=3f9)^uCa`W)u>0d3H7ZcNX z<1+VCECXKCj^^g2(qgzlJ*&BOsBWn%5y;6nBa=H#NUQ2zCZa!0J3X&AC6i}3h9Oqm z5`JE~@v%T~;_N81gEy3&jb2@el;wPrhXu#~fhf{+yj(v>-kyqr!JtgpI!&Ae#ZXr0$~2^IdUf zVqU{mhiNK@MNaT>PIt^Z8=vWf5sNx1Q%peyR%L7L0JyQnVbJyOgfU|=%3h5#u)UIA z#nQCu4c*8k1P6=Wbc_BM1{!H^6Ji}t<4%yZ%BPu$|} z-a1F}`PSad7KcL3AQt>et=elHjD`!5oc?@`(ZJb|We9w!C)PrmmW8b0notUE7#?f} zse#UAp+Iylgq#so#usBBuc_)A44TZwGnfDxx}=`hWKRahj8$>tIZ*ZqyX~w0tBx!z zW_Gv_^K}!Y;G`|XY&Nu>W)AU?nmMGdmd)!;I|9Yha9pn%$>>I&qLkv1AG7U`6%%)n zJ($OOAM3(q3E6Pj9lG6E`gawHZ=!R2d`X#c;d@;T)}KZ{dH_sU&2WTR!S! zFOM&^Khtk);PbIw-aezZ_*LILNFt(#WtO{W+&_N5bR!hQSx<&~^PoK~;FHvr2|2J~ z310zGA+2yXKm!9Usg)Nk>MLL8{`6CM)A!Q%LB&j(ljNA3F@lnxqKq#sLVj_vJGL(E zs5Q9;YoD2u)UR*{?kGm7sp^+iH_bXZi(Y$bq!#Aw*byF9SZ5%=d`p^KC)caYfUR<( zhZfVo)zZ`>`hk*Hx=>u$t258rld=4g7cvFB)mzg)#$8q@9Z^TS(R4{8XL{Mi1R}FD z%SRn6mXY`M#R`Ov$E1?EjNwA2Vwes!JE|r(8CGe*yf5k8TuhrdNr6)$-sF;sG@Oey zl=$16bkU`J1His4{w6r47Sl*E;L+vg^%=Uk8Q{gJ9C3j%o-sB_vUyJindI0(hUF!-pHNqh!*oXR_m^s|$Y1F{ic=X{quSJQ zWmsM?>Y%DeTH_ONy2lFvAU2FC`>hP~<-CMB&Bk2T4&gho#yFFD_)_G%c}!+6z>uN1 z(awXWE$-U1t`-Z!jAt=$ffgc>iPiL1AUF(@%#wR@`kE*|W#w1@MmOW(sDCp~kCyaL zI7@^;!X}fd0H3_*X+_;k=2J--8E9oT1kiCM7?skgq%beXsywx~7p-!Zo*^1k~$83pldfg>HqhPOP0`Gw1(fn>CXCo-PR=y4zp+0?3Ov zF$?UNPS1)bI0%k%&qzX~GO;wxlz}nlVSH-6Q3O*`8IWDU@(i=7`sVG0c9(#j0O3GR zmddaQ$_DcS8k!HynpU`A){;K#zr68A^Dx4L?_iZC=WXGsRwEzuPuueI?x&?^LV`9g zz=w}%z?BC4<7?&n3-*VT22)5r@?zwh9Y$hyNGEgc`|U=54<3Rc+;3c%fD4m3h?2dC z0sIJN%efix$NpF2Tw!vV+{C$pKcR*9&SMF|{VaoeH+0`h?tkG$u7xfZs_WvE4hb-* zB!`}yieI*mE6pCa3*lEVp;5hd-TLd#cs;ZEoc?UZjnIK~M4S=NhMbGW0D>BWi%wDR z-1k>&t=>LV#G@=H`K0qce!$mEv&fMDc#r>%F8<>ly4ZoHV|rfP-Jxf8P1*a5|B^ak zvha%Zl63tsp+1w|)>3Vlv;D?28w@w3MlqylZ-}oTBCGR+$m`I|<8R*xkJwsL&4tff zNQ4;}>$zF*Kl3okA4Y0@3(JRp;zspP!@AbSiWrrryjZIB0G%W(#L!eJR$a@w*BjP zH>^dF4EXQ&U#P`fMutjJH{}1I+DkG*yJbxpCWxEmC3!BSpof)%4K&Tp75C@{d4U}c zQZ7WGEc+>Bl^{_%iLo_X2lQFVW6KjfU{k;*zL%_ zTk1lJ`!j_?{oIbPU15Rfonmuy!1faFbDPaPfY;-8-*y$k_926r(lD;uyZ9u3banfFW7z~~)Ciy&O0u;k{8 z2%XR=BgvF*3~trh!61A@-`N~`BxgY1SDY6kb^{LYYcEd9vX6DR5bK!-yuEPrItY46 zi6R)_@O&O_Y5Ch!G%Uhypx^^8hMHqn%}$(KUwFTzX&i8G{!1$Y#i5ak5Nhz=EU3{z zT`i`llUI#C+Cse9SmDX=1-#vH?3MW?O@on8Q2fPY!&jFEpPE)3?(_{41B?Lzc-ypd z0Vj=t)_pJg;35P!xMdA9^l;Vel&{BoSVz(Y6{mOw=pG=W^AWn{z^+>X$Uw`_pw!kA zB>jqHsp4`lc0V))0(sPy!I^L_1jH%J=E|klqh8N#T>WULLg|p1G&DWh?e_u9P6Lli zT>BOE1cteu{V;KOI);LXQg{WsP~qcJ1CQLGW8p=GLPJ9?u$`xl;4PlL+dtO8 zTDGO!y#2aSK<4nuKFhii7~#{7#0-WYh=2N#HQIh8bgJyAX6WS10m(=IuQ5!yPQIouu0xQBa?N6^WHz1Mcl>nPE>&aXFWpr^c2r*Lof`d1 z=sSqst^iyL{$aX*1Nc$tuC|_>s<1Ja0w@x#&fh^TUOWxZUzB14^CGM=ux?s_D=SNl zrV_w``D8UGh=swxbD9kj?h%fGAM`k{2*t7P%Gr#U2(*)ci0ON$fQYe#S>&kG1puam zVT@Qd!UDbD<5be6>?lw?t(ET}1yid01fcSUyGQyk=nM!BaK?jBfsC19#DWyl1b5)4A1t%>dU!ho-id*t_uz43h4!~8=`)1{uE9EQv3)JRYI z3+`+YEoeS|%07h)+Ps*_6hzpSp~a^1uQ~K4H5nMSb;oY~aAKp&uyxUO*BTI)A=x%buH|NZP~YY)P~ zPBDxJ8J1sN7;;W}jP)rtC|SnwK5Yk?RON3!r=y*}j24;l_h7RU+fD!Gw3zO*GdV+Q zBH&iV#OVH32HirEw9Iq|#PbPTGyseK25zchv9eG%*fwnlr!3V)J!>=uJc(|gf{fp0 z?4=I5Ymn?c1CAbG5Dmh+c149TuOL>n@6oVfU9A@C?1}kDSup(E#%WV*#GgqHI z-gN8S3=L!C9S44IEXK0yuSTw?voWp3e3&y)ih5)}6KF(C#YxG8t)Lz_#h5^R1pJgHgfA{60Akk!X*Ga1hlFHHU7~Y2{Gx0iKi8UB>BYHv8nh? zBad%B5a0ZqNB>dBxt6)}JZ{V6K>i1X?z~F}{0}3J&)FiOG>cv?E7CdO>*VOje+*vL zfdSM~C}-&<)zDs*6n?C{C^_w?yLei5AkEcGW%FgJ`4cy+@XOy8jTETS|G!PGe?Knc z7MKUT@#b#kOyR*J59XMyIMqFAvWy^gayxRd_rsvIlId*68!@F~O!^TRCPqKz~vVQO@95SPZX`7R2~Fq_}-4mHtk%%0?hr;7dlZ6sLn5QDL4fw*Y!*@!mZM+79OTMq z1ZR|w40n|Xq#OAk7ItSS+#&<({XdBgjOFv z>wJTB@X8-*NdMM4t*B~9djZz*uKYY_8e;Go%&K+D17?_*)m~%Zau93xRdgU2QgX@z z5T9Qv@P7$N%esXzq)f7_?13wq?^v<7#+lN*l_KqD!G>B}t6 zf7EdlYxqu~uZXtEiIwRY=pdAATt_FJEXLc*;=zzb@Q1i5YUM~}+MEIV);`wvrY`6K zHn8AYE=(8-y2M2^(bM-f{m{uy7~)d0*HCNLP`~faayKwy4j?{nW$g$)5u6S`Sf*gE zl;7Yhgpw6QMyR`sRbL~QJJOtay>D5l5mfL4ddP+s;1(40RrcVStLCfJ=0*D;;uw%n z5&bgbcNvXyp8tUL2;^fsYhfhyxWR9L$YY|jPi3|#JJh15@9Aj=5eO& z*wa5yAM5;?-Ml2SCqVj=1dbDNl24!Dg>h1{Tmm^omY=z_$h z2-SAjT54%%O5hMm>QYJ+w*w-evK?Z`6cmK_^L>`?^Z%c--|JlGJy*M}Yd!1t+`s$& z-rwO^U$>% z>mC-Ls|&p?_*@>1Ii!p>V4s>S(jdCtZ<1{(99S{6an?H+8@y4`bpJlul?O8aQJTXe zn)rhUu{gWknd9k)n@oIlMbXb}zUJAv8{$BZ;XW4*MP+dUiy8DUjGE9uAe@jTL3@f6 zi}R%@bGm#;OTQ}fRK#$Dwo^uYkc{MZYq%3mNSKryN58S-UN5ua))TSYWK75?V7`0N z1E>X40;d)mi&${MehB*$A zbMV1UABqnB_7_M)xW*M`;@}y$Kp??I`sN*iU4gyeX$G$5f}cXK%uLjU6T7blug-ug zb24EUWA4DlhlnMQ1*q6u=VN%lhA$AiDV_{Q2!^tQ>sX$P-97Zk+b%(V#nujweBJUAUpd!l4@iPXLOsudDb)5kCrfgiK&TeN4eapab#_ zDc0QD4Z%S@J{_jZ=(33)Vi2qWJ~ZfC;uOD2$zqD~_Vv9&xn|3HlAH z3CKtXZ>tS`?P+*`ftL!v5&RpLpbi7CKPg}IOXR$NUC z?LVW{yI9DDhM&Dj{4gYqpjBJA1Tf-+XbUzx?RkE`R)csna-^4U=f)&Px}WCU*_wX0 zx;oI;1MXncs7Ae@@gV3fuYto;FMbOj*Ie1gcR=3}ouVs8KP)rF`h2~K{-QT-uX z<~kq4Ev|69y;%`G?qvtihw_8!{*NY`9A>+Ugr7v8MQ86gt8iYkn4|GKIREYZ`>|@c ze&^=dxV3dUbyfT8A3(xzxg4?gpIhag^MK(?^u|9ROFRQJoI3%&$$Wckzb}X$rvbWi zN$v!&DL^A@yrH>4x8%N+ZxD9bzKoqx9J9@g{meSD0Hz885qb+mSbX=-jF=r``7Q~Z zjgFxVm|~@!q(ZdthHdTXr5m=kHnML*a`!@I%Q+^>Uc&#%ibcW(E#bgb^%yKN2a zf_X9K^;{1mTsP=LX6D;?&3*3e5do8wcZT&l5sId z=&Y7se)Fg3H#UVF+qXSgnQ8cpFd2t>d!lz4X`;A2Dd{+}69i@X=Y8R#lK;~@%|sW+ z4obO?WWkV`{2MLfM;CCYJ+YjOW!{9B4IqWzmWJSByF8z(0c?9IagV~Z${%3Jlo@3Q zoyXvAmIq#%Y}l;`ceotZn69`EFa*DUEX1Z3*@l9H8PRh&>QI<{9{-;TcjQrp8~!1> z5!tfR;_l%r8#zx%uXj)TCXsGrPB{kpF~&AQx&+yN{2K-=;$l0le#D{?K>tr}KtxlY z4`X&FTd!a;*e;qQlodc7IBy2yef)WRq((xJR5*ZaljWg_z90xE51d&Q5bEoJvYn5*YC!vUxQlerx|>Fh<@2v* zIf}#gMrw~18UTP!zt^w^mod*W{qu$d7t&ylB`l8e9KKD4bE`}GaEH`$mU||EQ+VLC z8nu1`UY}u`aJf%i`Dc?6GSg{p!tt0+`kSq6l5d!?%|W_~AO*z&Qx|;~@gS!PPO63JH!i6&ax)5JRYsF5&uI7;a#P%bXZc##!Ft)?07%Z+nKb{xDhND$+PV+687@7K!7Vk^XqKs6Unh5gBpqFYU@de`n6f zGr~qZB2d)+OxHsvEnBY%oExLdbKGjKO+Vfd-1Eoy(MZ^IBbo@!UHcsQR*@Mh)=K=Z z-jdrQ!xbiKQcB=(^~Y(KhIdT8*J8o&H!3_kXC1OEh^n5Y9E0+@vhuoX)9bFOkTK)# znP#zIwuG&L@+fM#{4hiLqq@4f*LsRC>ONS9c_5=pXq~V`(Z6(&h4ouOvme~QGip5i z!!zIT^HFcX;92wL0h<*iGFCwq>gRzEMlO5E?p&rLt!wS{SVvPZi-PDB;-%D7pLDo* zOiaHxj$g%%#`Vke-Q`m6(;Kc3Fn~z!HOfd;Y|B;o&!=jGLb{pUFIfu8RqGttHn>kn zQ$$VyRt>xZ9$bXvZzG;Q0d*2?kHkP0>k*!z5%LSv;y?3MN#b#2U1-i~>+EjzhB;fG z+BYZp?gC{|ss>3vi0wuCUEqbw*#J6wj|EpWBbaozJ~3dV(lX?Z6tz0Jm?{JVh(p>Mq?koMvQtypjR6_d6{oSYvp$cX$a?9-E%lICmz^hMVem+K zi-OGjgAi)i7uv_ND~XOifY)7Ro58j7r??iD9GgsD}rakwIh@dL9-@oL44UW`FoG*u!ZpLD<0gs}Zv~pI0Mf z1&gEymy9`TUG%>p^ze~7uv@1E-}*tY3Quc-EcmHme}c|mOAP&n8#w-7m<+%#{gsbI zDiq!h8ooPu@SXhlC6U>R3KhT{gS(Wu){FiDs9TtL&ITw3dTz&~~uTRw# ztSG8)F@Q$%E8Zgw4;#=!PPaZia~8x%Fv*Nrk7y$lCz^Jg93&bbd(^^?vsFI|7~f#7 zqUol`;urWp$_V2&=67HcxZ;X%eT~z^gs|hM-0&u4XLLc1cfR)4khP2ikB_-3_#)yj ziXthQn|29G=`~lb>*Z|NTGu$|!s7kVTnkAf_8 zp<{c;bKH`C?d@>b5Zqj_8AR=2s%gu96Os0G%xo*$}IxmI7MMOm& zq29TY<-$~BOD0ASI1`O=NI>8OurhPyIcNEgu58^o>u1Y?4wc3I<+}TD4f)b8%#wq= zUqwD|GEZy3LnS__1%|i-F(YQ*r6?dx%F>`1{x_N`=AbAic*JDz{MDS+mn;2n8_YQNd%S?0pq8(;mq%Lv3paFv4E=eCRUp zLH^4x39S|BU&Rx4iWA=-h9x9+jNo!y;_UbsoR}$asvw@Syaq9GhxYCHtn>07^_$Dx z`j@mm_)7I3_H)AW@om@+M|;FbnI671(vH(m$YwBcyvO=soIgO;o4eA%jrVXEM&8*{ zRaf*g7}65T9Zb=Geh~iohKyyuz=r?{kWrW9q-YzOaide^a*0&y076U75W*_D3!QNHp5Q`yeUOF1)-kzd=VA6}5S*LL}~ifsmogivz-t0uvV? z1Vd?XY2j29pf_D_}|y{5hJQ>}rCs(l+*-Ok)Bj4G4V6I# zKgiwe_CEpy+iZpX!LWd#s7fgS72OQxOW29QhB1+UN>}afCNF=^3ubD<{ze+!TEw6x zgnl{_|S({OWT_&sM0KH4~IhO>J~OU1IIf)ZB$bN^axvX?-FGM+v7oE$gk z!hSbk9^r7XP4~c-j4dp{_h{q;{rmUtgrn6bUnw9Pf9NQ;*?_64p_IOFZZHe*CcqGR zW9Lv08=2>JXaaM}w?2WWXXNM5-hWB58y6`91L)7cPop<85DGLD{1v$xcEMfnB}>4( z0@LbETcJsSif9q#Q7q>ATZ$6Qkl7?O$N;u>WK{lT6GmYQfRaC&eaj8Sv{CKE2IOVq zCb^>RF~;Bpv~o&jrCnF@bLq2g)sq6a5@Q-X>h0z_d%JmK<>BH#oxA~-Qly$dn;_QB z4p@Vr(&s3K3Izx>8R%9L*827t7GZ<4y-d8sY1f#)6%oqGvFXN^JdvHZ*E-;bQuouwKN3t|>L9=G?6O4r%rN)vHNb)K%_ zIO#Iuv&I0N3i3jmkA8t$&s^#4R#?>fU_vxSecl1fg7V7Z)^6uC!X0LWV3YVAdt%}} zX@>(AGPPkY;rO&mJklVE9%oZY&U22?hk@hd-$g8!_MSdCi} z1W2RL6O{kKdaxAs1<5jPm$zh2bNp^xT20JO#E(Sgxy%vDF*EL|DMTGxW9H~2bpafz z|G+t!kBhncc>I(XUB~+a-~$hJ8{z#Jw$L0&yaQZR3*qE4)G2o;5&+f{rm(lgXQs^y z2%5;4q_3f4Zp+&}4J;ILgbW^FIT~#k7>2wno{Gw)UMQ~)&{V=YrPH#F`|y+(OI^?* zEW)~2<}#Sc;%I50@g-rLz_jfxPx!K0m~pZbDROGQi=NH zvKyj!-?#%N?2v~bF}Y-Q7!26($9|pLXa`M8YUp$JB2tC-y$9gfPxcM=1!o*|~GnFWpF!fF? z+_)o@EXrlbVohyN7_DtQbWV93ZBQI-yh%I`;6*$7ra_D>Mc3<_*+7bg^8wokHxSf)(57RDvv~* zaCTRAOw&nC#Y?6!Yfe2V#BC$3_(b6b51k@81czap-G6;^2+)xYz9W^%nH~uUx(XH# zNoM>4%HzsF8AN|av{FYhSm*$7Y%$5pn7lYVV*&pVHRJLF5~_BxwD%EijQ>{d>;g&w zwq)c-@tExH1{OsQC2mfP{sWoDN1WlQ3$!yVW~k35z*;y)T=|4Cb7byhwvxr3Rf=VwmT=ou3M4$bl)*AGZOUQ(U$8n(vQ7vU&33lAkk_&9kzo78* z5>{RTuFb8rZ@Bfp-1=aZQJ;@k7EG@=%w`J1F%rjk-3uTUy*(1U@~r~4kb+T*X=bsD z;S{m%YfXqGt>C_CV~}*>VRG{JpJ;A4Su3Ai1z3lK->KXoj@dxdYYZSBV>D8zXGOWO zeUFM#k|o{4=Z&4u#RNH3B3+7|H+ZOzC6-c&iZ%tyT zMWm4CvA~=PWMHlwAEaWg(S7{q&WU|l?j=)Y@S@AFydDskHSfWBL0Cz0#?&a_a>eya zHk3rV@jKHsi@>gLICAXjMSKdE11uUvS7J>D^`F1t_Z|3Ry|hbfG4>gT7M-~`^2TtP zNGJHLo_z2${jt_zd`{5+U^>?}6XOGMg&u4MgJwb-6AslC+h#=VL&CQiaW}>qY&b0i z#U>+u4Ft5fdn~=tOq?MKVgGZ+;<#m6X4-(hx4XOctjj>^pyeyym4VLeV+d7PVhM_u zPGB8s5Y{AGF{J04;LXd#6vq0k%x_*a!J(I+g;OnA)yQ<35^XTxAWQ)K$&~8>s_S3jL&xn%CvtpL z_+#&du_@yhef13IRi-=i)a)G9P=lz$a|hjuOZ7?($VTZ}73;NEcJUHM$)JqcE}W1H z795dP2#1*^xw)B)>B#p{UBlanK zdb|JK;e9*p!s^N2TSpRY5A|+`YQW3THyI4b2v>t2s8Oa1w%$%w(VZqoQ^?p_!|yZ1 zI|>fv))z;VKVVq-dxo_2&^i}pe6tl#BpxgfTmd>}+3iwJh=WkL9r!n~x{Pf(t>_oK zZUnO1nDnZ)h`3A`l5!d?Xo8q&tc2K3UhNT4bq2AOu&{+=H}U+VwM6E_wFI>W8nIj^ zS7V+#($k)ZgYJS!8W`ZRfm0Yv0%_I;X`?P5#WRfEW}~~vSdJr4QQ&*JqA`+`AHY#cz`n0dOm-zu`EZtn1u|fuA_#)(OTLr5XFd!oE51&T^ejM445&b{Q zsbEk|$Zj-A@mpoHho+d$`?cIeVr@5v$_dHwycG#2W!ul)D4c!f)|9?Obf( zU?bVWNro}S|02kr!^aIK6CPP~^0R~c42P-(M2~az{lxf=OAR1h(6x{+7>?B5_HM>@ z&+U_?H1l|c83;o0lds1tn&Mhsq5osa6xaU6hb{bW+SIS+1x1^ntUU%8UL@{Fx8Qn;NY7yp@|MR9 zRKiWHd>9X6d>;`;IyvF3+EL970NlpVzjXXEU*4focW2#{mWH-{C_On`tcWU&+G8zV*|z;jwO6W`ZsyI z!gD9T2|nq$&~=gUxL6c^OVo<#$3W~{y7IPzF>%d3g`DH}8a!o6Q|wzjS35r3X7yml z@Gn{^n0u5<(uAiT#Oz>RS*Nu~|rQ|uxC;TE6?e%x?$Z6{`5@CAi`k^`k0;mocZkpjERs9-hXDCwa8-Sw#Yxd+LKBgZp zO|c;XF9(tFd7}qM@mD(UoK}(aomjL31G?9h{YdXKz`gE`g=zA_;d?cdCDoHt!iXP~ z`D=cQ9t3~5rv`e!DyYg#fBd~3COE+>N>B-Y=Sk=q;elRLi3@7k7snM6SWvz7TxP&U zvY*HC7g-ByR#uqUn{+P5=pu61L;Hf0d}pGp`1(qd>Hh8y@@L`N(r$D>#7Rb_aZGza zdVs%yC;f~)1&G+ScRV~=q7vnNmhh190kF&)^tc=kM)k}d-i$41_BSo#%^0|ZZ!^k{ zr36wZy&URB^ewmcFKgTbzVTzdN>AIKB#Z1Zs3Hv79a}HUD6jeGNvrAmD?BIOJHF?& z6iEqOmQOy}+AZ>A{F=x&7Mg3v*18tir@tOEIs3R*%mGXGn=!FwPc2*H9_*;U)1khy z1G`o{B+BHl3d{8PRS(cN39Qok$7PM%L5=5g6K&05p^))kJh6M4ve7YBKq8zX08=v$ z(;yF0Zg11L27n}3h}Ag762o@pzgj99kC6@qh;@bW-rWryhi(hqotZ@ENs9*y&piHG z3L02cCRC}&lVHDWEhdFIEeU*qw%ZXZN^58CITL#$g z@UxjJlH-51*=@d&C%u~xFotW74TA8CQ@cf;^f{6e+07s~>+9ys3_QeJGp=z_!_-dx z#b=)EMD2_3P%!zX_%lZH}DkeW$joXs2KHy18l1}(->&3 z_|2c@baIx2y1(NXW3k$o)+eLJUbw#{wodp-U4=}}sEQ^PHw}@@$vJI|4W@}t0R_4f za08!$Gk!N#K`_`IVhmz!uqN{ErBePz#l04kf?odBX2WksxG=;Q8<@GQ^C%*QjL(qj zU8+fGj{cVr2Q3v@A-9I;40*eB_DR27i(WAt88f0A)jhrzcTx4Y~m<1PPdt$=O;QSIR{d1V?djMPMC3-JqUZ_s3(~S;2g+dOng%l5Fz3V=AeU*4aXDRuQUng z-u?SY94qU=+YxlAxU42?`h_l2PkMXf2rUIYB}{M*UdoFmIT6;<6nde!2RFyVlk14b z0zb{X1r?4x9mi$%M#wY@gDicPcP?ha!&iBHFRX0EMoc&@R=q%py-Smx<=6hW>K*n6 zR9l}T9d)qo8S$>JD~HgsQA6orUoKr9@3+}(pcJOqE?%UePbO~ z(U|c7zm4XMf}tp2N0ZXEcj@D_qQ85IM?ty)Se20o2xLDeQ_~I9P1tMP#bsI3E8Id@d}8Jj(8IR)Hg#zJBr7i!;J zj?I-F0of_du_(cj$z&bRt!%d&Wy`YKATwc8HK#oKzZb0l5ro+&4&am_ab8%LsG_r!?=-+4j&rQ4Sr7^wb<^Wmm2e<`R~XGYa)NK=^_dS zxHIJ(eR@APpHehcxc8+EXEue;L?vbu_}8F=yg0TbSL$*$T6UA=_M#0vO@DUfVp`do z-?2TUx_Tr|M6QFYRsQ$N)bHSvujAHaL;M5tnt6)bk$Do(zc)9u7&G)oTt2w?*hz#T zDgjB-wsZi1Aj04%o&r_6vva}BtCL@;*&Fv}KL+@9kv2@niT}p7pYSAo>3|u($zSG6 z7S?8HVZN3YR>NPtlq-RA&ft;~S)4Y%f=eMQ=bM%TL6~rwTGWx-WE<2|Ltu#XX?_-@vUrF3289qKePssmhK(qIwc-$YBSjCx#@Isj;r^lH*#+J8-4T$}|SN5yAUr z2-9ef9DY~^rrO_OO`FjW=*76kE!fw02G>J=)zkC?n-d4WB_$8R^{np^QBPRK&vrJHS#3v)T_r^;=9vIE`fA?{a9XRiyh99v zPbmTv;4NG$7jB3qK-rUAOhd2U>eCIf)p;WzeANkk4N|xIm|?bVal8)o`JC>f75aSmKY#ytA_KbDAX(~*djv^8&Zf{N(4?i zv=L^rO0lSRZcMU8N5MpTVAFR*Q?4IEmp-?A4#&o2z^N3-XMtF((0=lPD}l=3 zyr-7(k11eFTLv0mJo?Vp4_k`+9mGo|nEMBu#=B?Hf8mdNZYOS4lT|e6yN)6RH|kkf zgOy3kGWKkwXQ4Af8rC8zhi~RPg0m?znY*4I-~C8+Q6J2UWxwiilvD2XnZl_BYYA0D z3?>+be_$9HL4$R$`55#2K8Br=7WJM)M6p8ejRn8)cb3AMhveW{^o<+*lI#S1Zlj;5 z{e8x73z9!Y&7?`DylnT6ugz!MDqktp5&T$bCa$q(G6j;Ij;cet>0LZYPCS!?l}Ez^ zGD9iEmEZ6qpq9#rFc>4rP&f?q4Hwxb!J>}^ouj?#4Q+4dv~@;ucJAcmUu~=!7O{M0 z<~RxY_SatRS?$#k;#quo<&D8^Mt@Mf6gLWH=1WkhfvWe=+xO0ar^J)h0*zOLP4^2L~8LSaU28AR{oy$1^Nu`;u^DSYY7Yz^LfI%?xQ=a4A`Zf%xUSB>r7di+CuqgQ<*bfTsc{Rp&-uy= z(C%SB>UnOUZwnx9DjNq)-igunh0lOkFe86f(Jr;qyzFo4-C*CT!rK_%(q*0^>gB1F zUHJxfqv^H0jCanpSE*u9t*m_sfUz{3kx@Xu2AB1(^}w z4(!m9+_DS5|DCxawe;TE{dL6b#k_PVitpjJW8AYvjqpH8*n!=IwK@mG2`IvfveUv< zMP9Drzt@m6wbK4Bei-P^^!a$RdvMy>astz@A_5&&!!9Cjz@lp0J3uN#bc0$*Ild7_|cglfyD zXCyvpKMv$z_;lF4ufL0VF2!e+YsV&WBmV!zXA$Ooh}iXNhJ~4q(T1*LV-{Ew`hM5&y(TqmJ39oU{}yL3=Z$MkC$<2IJZs{Ynv!K^HK2Fyd%{OCQJ9DvN~ z68IU66p{(S{#oJc;&k|VPP@P_LHp3yL?NS2F$4z~Cg2$cwr0MdOTwgEjU=DIptX_2 zg#Du@FW&XchIExZFV3$BevC`tUXw$XLe-#^*&a>yPe5_+Wj_9}`_^&P6XV2U%Q(*P zG2u}`D&jt^cAbwchtr+MzUl`oG^y!WpRH4js}p*@BxC#Z-T#Q#=>f*Mrt zni;8Mk`T?iS5Y(w8=IaisITU2RCMNwEl%3y~0Pu zlHTxtxf;QHM}ls{8G2c_r9<%=D}$bg}R?L;Qr!wvy`3BY}=CZ47z;g`EfZ_8Lc#9ODeDz?!| zinIbEX!5irXP9F-FsJXuC3eu?SOIs zbk_PjK!?Q5E{F>-sE2fLnW|DQ!ll)D+ z>NDaGeC ziIzrm1GwLxlTTtNiWgaF%DX?T{FYp%uZ8UzJ^@^9i!dQZYe)0RlZM!L($9(&2Y%6^ z;bX9TZB_D)$Ja?7gqOJ4AZa*&v8IIeg?ME~>H;5#53Dme88$K3e|kPPM_}q0pXpwi zLOKiYRps@(&0NR8DTkgG4z*)kQd&pI2Hd*MthG_L??41;o{Y{RU%xjo)ePMD-QydL z*(A*zMs@pDP!+044c4Afnw{>N5EV^C0%_YEw46|Vaq$wwxZ{>rV+aJrH#^Vk>b&E3 zET#!Zf>AG?J1OIIK2^*}4-ChUb&;4-?0uK9Y;^boMk(luW&ru_7WVV~W3g~e#~Gmw zC0q&BK-JVGVC$Flpcq>XId6W*v8xgH9+b1L0NIHR3p&3W&u>=A$maDjda}DC`sb+Q zyTG-}n86J1SSTe%Wuy0LPInct_s1HLy{6!lu#9v4gj1U+B{?(Y>jnsta8;Q3{)}JC zwmjkjD9Q12Npi=d(AUjnC5?z0{56n}fko?zHBGRCvk0+;hGt8Nq|1`m34aYwi}6#J z9qCn`F1i^$t8mF}1|a>I`@>nLzX&{1kX(h(3u22q9F2e>2)O{d;puWYgrU%HivP?g z5=O*rp~`uBfIDDe#8P2^`!XPg;O;mf!QyoU8XBq}){Gu=Q4NWw_ZHq`Tj2c#le@{Y zg))Gc|5^(AP*x{9utjXkM&cEV8aBD89Mw8a5~p-#Gu)*GxrM#Kz7i1S4cDv&MX&W8 zRLkL7>BLg{dlKxTXMmwvK>>Fwwe1Tg)M;Ip$q(N&U}rbmH4o^kj~z(aWh9a)^|f?1 z7ES0g?t36yXQra`2e`J7x{Sp(_MGbDC^$efFDry1+J<$>@v9BK1d6oJ?!ov0qJj#6 z$s)!?dAg$2~ACCzvE*z&DbksGDUbR$n6m~Ph zb_$ynP2r;YbX3n@jUK{xl^oS@*O3JOgo9Wn$#>U`9&4JR888gsUZ^V3AM;lmLm)9P zvL^;Mfd6d@m9K^YZVUCBE1?`DgGEDtf{;xxR)7ejHDOu76Fe0fFwU#J z$(Kpe%avzrKt0p21mzHuWDH(%WTvAHCn;b~VV;fWrCp899rtD~C0)f4SqGAiMf-pLe z6Mmj}H||QJfA?N`B_;9rI||&;5tUaNH|+fQ1L{tM<{598Al&4I$-^HaK@FNXmrM5x znfH6^upYlka-21&0d9Zq_Nd7^%N6R}17Ov@F@2L~3nP8zVl2Il(yYW&LKTNdh)aIm zxs*h(4VVdg<;IKQCSz56$8(|vkj_$QtaVSa-7>M|)$5@J3o8ROi1Vkp%mApuYQzN? zQ(`WBE7m);wvshNu!1Sn-9QF0=t8UES1N~;ZiqaA=Q5*W9(y#db##tv#AkYHxNt(f z$8?INy5)e?6cnuI%7s+R4+};V#pM_Y;1$Z&V=W^xjBd4hRQ_>6M-OYXX|~Kv#OMh> z2`EgVSv0KNzkq;5%avXD!`Qq6payyCd4W<;2Al~6{1^d$!!mSbj3T8;@EWfk7d(oaR-3GF_k!jB0fGNjaGt zy~>GidjRjzK>Y%N6_g1J%E3eU5pjistbc?tsq&e{%UaaNbwrYb0p*Ryo;QG9fA%Z} zM3xZ=prwm_y$L>EI(}sVlVyG0TcC*A08?Rve6+o<9ouYwC+8G0N=4eH1_?LC zvzR)_;avc9RymjOdE{;kutDAuB;A>_{`mJqSnTDnwmT}%lQogl{PsiOke&vW;lonL zqKsJ7xVT(~eQr~1N2&6jmc1$<^I>Q3n)+dOlAw6(-P1brvrqHV`Gxv z<_%o`po+_(1uxrm`C%2}8WC!yp(NO)|<#qN|MZW)qV zwq?LygCh~JaCH`C6ZDfEi&Bdi#W;`ELz^SuAs_k9geHgqi`&#rR8%?339PYi(rOA4 zws@>45wU_P@x*fH3Vdxw;tyW-Chwgj)K`;>{D+yf7!#6QJKnB;|CutI*>8JzQCaK? zWag9a^luX6JN87wgjOzZeEQaVy<54o_i3@}!)AYbd-5AU*7(&}B6s;V>^3-KUs~hF z1>dHlIu$k4Qzpk7gQ@O-jibp%ki)dtUm@EN7XFYgG06`iKyP*qPPpKAwm@(BsJRqO z@{J}G2NVdu;_c+4An>HE+9E8-h@l}cG*0PMuc@J`-@mYY#;4V7bNxfx9s2x<;?8fL zDmXi9?CPr@L*SG}>;Oe_^kn%3uC5pt)URuL0}5XuC}(46*DhAG3(XXR8+njHu%<5T zUO&uBtfRs%HXDbYkwBRbVghr+5(~u?5OgDPg92h%HWQz=w%6oqm}2U$T=mm19L?{B z?;KBO7N%hQ6*ephgRRP!GzS|911d}SJlng@7lK+cN%$nq2U{`a1n^#Ckwxq@vi4S* zQeb18*wgHz7?zN#T&fxg!12qw7vsNv7z`D$sd-{JNg14vo0&tlrUwzqeMy;nYh;RA(x=y8S3DUlBSr{9 ziSLN);m(|P6HQEN9sG*geblVH^432*W0tmo>2bFT>+1u$&-kQN&>-)+Np@Tf>@JGc zBqt+(mZu-5#q)5s_Q0~5r3KJ?45c`87|0Ou74X+iQv+r~tkj=?3i{NtqYmH5VBTwa z$deM5G2{k?`j(ZlH3XzZR}9aIC<8pw;n<=n!cT8v@w233P3p2K{%>O2Dlm;#RN_if z-uE{x8gj8?*1=r~t1DjmsM+|Uv`dJ0IjWms}32im6s=9 zkMYO1mQHYu$f2~J38c8?s(|F5XOEZ0eNxhgM^kBSo^|AD#Pl_PqxF2e(r;d}pkr`1 z0z7dN+%n7?gVYVTx4eR-kUFv4oEpd^D|dJ|w`s@Z zwR|;Ec^^tgGVI9k+^%lLyW#~yro4I9&rcUe^6_Uie&xmZgtk@`oO~jG7CB*?yy#pE zraYyMw_FEnZm=Jy--KgU_j!wnA$C}uEl|g$Q)dr!heic8!bo~x`4yGi8&sROCO>qd zP3cR_a}>RPoF_rfV5X3VSXr8^^k~O-vX0-2rb*|_+Th3i`^TRh83NSq=B5^Li^^JT zgJyYEg>i*=#l~EDbzz(5vUerqJKy(nn^&;S`0*|J%}Ya3Y!XY!Ko0V3W}>CD>9Ujp z`!bahi7~{2M9gvbZCBpoE}T;8adR18fB!7|tR{LmXJVc#I?}S^ysp_^0ntm^WY4WV zhG#MOE&LdbT4;Sa9MrsRJb{m^;<1dCpFRNE5CwKNi7j=zj6|W~;8ZCm54A zXsO?M*&@#4tPB_1=LjF7Fs}Xqbh4>oHah=(~M()E$L(?v$mCFY+v9sN>ce^}Ua=BL$<=hjVU3p?5imrO;< zaoGpkF2+*2BeD0r`F4=Ydx!=p;68UQbw1>Usk48R@ww8S5$^Bgn9?wE$L4(;oMIT2q%ICMqDf^91v&dP;JniDbtOO8TCXA2Axh*_7CNA zDNMJy?_`zWf8+oM?==373l#?Pk0#@bAFq5`Ut$Me;)(hg-p~Vzx8Y!g9Z{y!tkBgg zHNmC0BqteRMo^gvP#%eUu$&i^&cHTN#=?}Y&P){d`8*$mK_`S2jWGt1Fojjeum16% z3OPxAR{G-yHsP=$8%V4i`pVQ9>=1k9@GrO%=WA7tu-I4&T8*7Lzk^u+&Jh#3N!h%dePRIVES7uoijfh` zP<3a{gX^2qR+PY|r&knphU`=vp0KcJ27E|L>bJs146?z!4ON#yxe-;HypMJO%O_dUeJR<{Q)wa@Il~x$&0fD5vWm z0|~@77$DPgIUtv3vNBg?2Tfsl>L2mHdX_YO3ZpIN$%%fyRdpPq?Lu*P@Pf{jAP~k`Lq1Nk`D8#bFo5 zud1G9MChq3u;|j-I=Yg3D^Iaolo+NP1~E=aeyBEjuzx7Vgnj(+w`uG?hkX#XZDdGT10akxOjjoy+;F_GJOUQ+qGrgz z9f*Ug<+Gy>GV8o2qaeiQH$HyJl15gpvTf;%d9}Y!j|0@j8y&GGVl^(iv7@Z~E;i_Q zJQ&$&|9R;FG$m0XS`Fgnk%<(_x!J++<5rTc1NcF91Qsw@B7^2t4k7U9P>$88wtZ`U zalW#3zp3+0XwA8@haAH#bhpG=WRsO~k7Eh|zJ%+};9jMv>TR%(S&h)n<$ ziR&}Pv!KR45c)qW`c{w~BxT?Tnj?urL)4$1&*~b|U;*83_aopT!ekX?iE+LL*QL_45d9>rOU3z==h24Lcxiori41|Bnj)WHjxH)EZ_92Qj7{%}B?l*L`%L_$wKxO9Q7&xyFyq=5 zWtt8XDH8;=$_j)>Q z6T4mD9XI>Z@k+Y-eJPhv>{iSdvC=g5<`b9C8XHS|8#ln()mB&nti2t5ReF5@=kfwUnSM4S@} z+v<=$d=+HQ%&SI9XW$A9|86*8$;+jF=?=e@cfa`%c7hRx?E(kNW2(L7gC@f}%L zOHg(DEZ!jF)Yo)}YH&IlY)RBc)kGgm|3+?&n&f6Irnzu^z}}hWs9y=P+SCngq`>N; zi#Wv9i}juPf4Z70&aS5ZFQmjB+I(1X&)+86uTK$8ne@FNmjhe+Zb?Tz2IVVA`*QL* zHW&+P_&CywbM~Veu{kpuc)HHv_u)I(nXed)fr<8Eu3!fXPd@56ri4e$Q|y_1Nm*1> z#yYYJ!M%V08VnHk0Mkvj0Zi#C@mdiRkARX9<(IRW7rT1iOaHB^1mD~Th`Tc>;??yU zplvFYx-z$u7sD<@VSFUG@GCIhq0@wisq~=9#~j*%qj15slCI=K&6J|$*+E#8S^Yyk z?{g#T8n(*0KLHZU;t&NtVQt?-U~}n+7s+adKo%^YqJ;ARK4&xuDNss~xTm5S)A zE=kaj8F)UIoAO$W|BjnMr@V%mom&GWYtS2+h}w@Z05Sk`SQ@W&u~K8N30)_E=8XUV zMLhSs7wHU=OwXM36$y%%g-{2+)n?-y-3U*@uub(WifaSwhv*(pf9hdM@Bf*Y9#$E; z9?Sut+VT#hm^Gf2jq@Ur;pQE5Y@G*&&>k5Puje*+`4t(%A#GHHUvrU<`BLw2W1>>_ zLH8&BdwO?6inQ`i2Iz(>-}b_Eil-BHP2;@sRHGct#P(5i{po{aJDaJPKQDpx;N+k ztzEgyN=g-OfRuu#OPsl~{uHV(ak<+FC{1?GFOZzU@YxNzVtG1#mmcz!?Gx zXOAI$Nl<6x6`o`5p@S+1a`WhLb1(Ts(5my#4TU?I*6bQl9B#^gaZA#IrGQ>?K;q)WP>c}h zKXrYoMXa0>uH*%P~Q8&%>v;!IvC1vST)FxP9-Z?cYG1q`87n-veJVEHbMuxy)#w$jycw z?TL&pxCkTm$=;&*H!$c%CXqY5U0(ccZ9J4Q+&{0=#ea58jdjmjG^6CnX1V@T&6NSl zN$XNON^LuCO~Tzfj_x8;B;GS}T^u0d_KUI0iJ)z&-jYs?*73lOawj-^!NcG0&}$bv zUMgX;6ta!EqV7&&-t|8Xpu`xQy8+I6v15mXWk468%>mtx5A^k*JGK)Vb!X1!@m#!@ z3JTKm=cN?0G{U12?lL>7ZRtI@nFh(3fSX9Pk^Ud6LN!_NiZ3 zgF?`&X}M)t<*#i9X9;ZxWgVH9&yin9EF-VSNGIuGFd%C<g(ACm)!8i0gJr@gE{(`FD$8OCA0FoHW}3m<945X1rib&D+<1W=|y#(d&E**>S- zXbYGig|~xi180dknmkz?l7&|H`IBM)1W=KXS{hqh5MUczkt%1<9)^ygto)7e*Y}^F z2$rMk&N;7Fzs8$a_tk$XCDbJ>aQ4Zdn)`;BV>nvLTi8*em>J({}`Ws7=ZWa0c_5cjZy zp?Ldk;-_Z%u6JcP^B?Oha8uG;i#TxpIpwEzcGFO{*_VY{NuRs135}sx)8a6bto(Be zCOw^K4}@aaG>8!NOT)%_lyrg!#B_rx$e`C7VY$XopwP3E!no#H zKFTsHk*|*QRd!=`aVlgB z8(DtdfU3b1V}(y=Dp-^bHWi@@nQTbb+8wwWfrAe$EXMP> zbke&-rv!Z`ZJFq1I#m9*zWnvF6kLiB!@@|r*v<%gp~6o?v7E&qy&Nfh*q!e zH)l!O-@SN*6TqySDfEU(+VIA&;o={ahq7`5xkPgn4u%~~EP5$EHtmGcO8=dCHq=U^ z&Mn;CL+NeXZa(iOpWn)y4hh~Ka&o%Q21WiPD$d=Hvwb|KN_+U@wo5i>XLNHPYk-|b z^qBHBX@1n`q~MLCBmi^&m}+BgU^{APt>KIII6m-?SBbLVU*Rm>yz`m$l+va0L-A8I z!^fX{wzp|Dt>EBebsR_6HVL3vTFr$c}zLZ^-A`)BqqmTuUj5|%6qSlnoWQZkbfjQ(3_!(W-r z7zHaTRKy?dmc6b#+%2E$-kD3V$8s;Yg#W=nR#ZRhd>O{)?CeHCM9e$)-XB-V z?PTS5{bQqFT{qfbYGUL{)Fxy7N4^eY9$OU}+wz*ayy5*R81KuyB&-1m zw}*F6ON+gG4m5?k8LkQ!o7#kd9Hs#Q?;Qg`fQ5{cgbr3x$jQ=OkXg74NK|gg?nL_l z`Bn(bF<6j>Eu%US(CDL}63n^~ra0tK-$flceH!oqxC*er7;JMuL|E{#JblXMrXY1L zN_GGWXBzrn%0PQ5BK&I{jy{G<1UK$7^?W?*a+6j($)k^zs&`5_FfHJ)HBfn}b zGq;eGsDQuGw{l;JoVKujq@LghqCH_}R}(PKplxEn01W(aez84RReaGh$-+R;F| zZ1I}BSID&eyc@Zf=`SCVg(hi=%2+~)DC^sZy-d!$5j5j$mkb=g`B6hlQiJ zdLci$v@=s@^RCVnd7{lkDo9BmX33dtwJ9vDyZZ_ob^%4YlLF5JglTt6>Z_UsZ7qOj z31YXuZwojDXvMBtz_%63&jD(N7%z&m=t9r`Gz zkM=MFjXlhpuvQh&Mm#BrAW@C}(#7Nhz@jy&f#Nij*MlJiq-n(%=~SzRagDr&nm|-= ztPtC67+5+;`!@nZyA7eDLCw|*fOOL2kO>|HHt*Zc%vX~|^7=lmDnx4hQT&hFS6iyK zA1(01S_rNj>$EArOJgvN3wVS#!*v&3p&J=tZ39kf6| z7XdD>uFs#PkPhwt%gPM86~>?J=W|+VTSdGT{?m%_g{g;|(5F}Ug?FMRy7ZdFD5S47 zpqsDB8o~`J)`S^|myM0g;UcP{5}}gbne&oHj)^GVU;(G+L-kT?Ek@F_3X$<0k*D`p zpk{{=X`$iF&DEPbJ;W9UKJ2FJ#)Gr$pSRwwcv+lKT{NKhuY%E2^mh2zv~I^2EH!U3 zR=E<}A?XwJ!o=T#n%y{xTy|ET%w2rWt%>$~!Xy<{Wz1(){7HJJY2&F(7srBx`!RS! z1Owk|H~>Telv#^9f>&3uT1)V@RMvES$SG;!X0RY?Z+E%}*G6%VjlOe2kgK^iP)b$~ z;Z;X&Ys68^8cT-x(OLZIUFE6A78AqEc$*>)dKrZ4Wh%Jo1&$x&lhYh#@c$+(sZT{I;ysJ_G88Odf!_>l(o zYNac$G$K#u2T$$S>FGmXJW<>bt(G~ef7_=1rw=aXZdKazMnRxLytiKUFKRhgXA{K_Etn%Dcp z?U+7oKbk&$`bQtpV@337Yl!hAgTvYLTG{Qs4Mp;OX2~EK{(g&p>C4jMhm+>22?YnB5>+^STTaonYuBRtl9n=U>?k(#!a;Li4|z&QMHwZ7@!JN0dfG<* zclp>sVsF7i_~my2(OSt ze7Q_LY!ock%=F#ej#oy*G^R%-1orvGfTy=H;EM4V6*>1SFp!&qgCn%?Ha|uAPUsx- zc~^Yy?p|qJSo}og)Be62lLV_p_eJ*kVf#%}U*tecV!3Yt8MC)ekZO*!`QjOUXb!9K zDgawMj}63zw%90{E$cR64ojD$&-@G;&A;Isi|KE9zr~=Ma4wTWnlAa7H1^8!`nvMt zJ3+R{4cJ0}TmBPYR$W>=?ScnBGX({#4ZbUX?QvtU&GUHpF7pYEcexGsM?FP%Y%nIQh>VZ4#IZJQq7`7dmj`^ftg!0+b1I)qp17nq&` zF1sD|UHPrv+aqtVsp8XHua zI3A+QN|>AXVlEL4Z~kcqvpBAcvK157+@WJkLf7nMo^S8Qqh5@E#*l*G9F<36Vcjq6 zP@4iJWL8y=5fos$GTy$4(cy=D-^7OV^PjJ4+QvNC^>H=lAcj}VW|_EvWQ)i}uFTcj zebW)Zp64jKmPGt{FL0fv-$>C- zM-49EKB772PYNIEew66yJ2C!7*Uo9{1@Kn9)O}ph*m&-aD~-pOjK!+>NHLfF?ViAUb3@wh9`ny5xDz^d+w?ZA0>;u)N-wRX`AA zEk+9|Dx`dOO>V$}E!ux>J)*&H> zA>*8)%0O%>D0B?W^ezwXvPa01Hnp7=I+J|j*2)8yiMRZ-$;u5x)bYO z>0e*V56)l^Q8hc2!c4pOhO}zfjkJovt{x8n41%=Hj%9pd#6H$HH$8vq+TN;VnN=?X zpyi+Eaz_OOTzKb&#ZqUmm}$ce9ah}0qzqaN4UOqT+DYBX3+tCw^t-gE+C4Wl=$L-TkO zjB?CV_aP?+9Y$8{le8?g-_UGPWQQDM`RVmid?M@{;bdCKu}T{{p$KnMKk(LBD2ek zR4QWSX(~!X-HBYesdnypv*+Y%yQlH-l8Pp zbASPe8A*M6QL#)_W)_bx@-n>BI8ON4YO-?B5C(*VN4A;-?D5ighoB#+^$qy%*p3 zr#P^vMVJAkzECvgT@>GMetKnD%bq;9yuS$^v%qP^f2mNlS5#lGHRkgpHqJGAGhyaoLfq$Mmi%;=uK4# zfC(@&xDlP~gPua4C7rFzK%6KmL|M#PiXccIevZmA_v?k_d{FoDr-dz79HixdCh6#X zxx5#A2*t4JogGIOG45wf7`<|D_a18B;`}I(_i&idZM6BZbJz2E-QNEvFhwRlx7*6|O=-DGOJ)Naal2Pxc&B~a(cOT z`+3}reZ^u*i}~YdX<8hAM!4*>z%mA5n~dDH_fXx=Vdr66hKBPkiFGofUcUgkJYN;t zW=?r4X-53}_Ptf(KXe2w(zV(CZJRQ?vYcWYslM9>s37M%kft9xd6*2_jhDZ@xvx9} zKgLz|-&dJUZB2hWpgW>R(Q}s;MSnVFcv8hnRM@7ult|;cu0_%Rai6xErhcZFS)wO# zTzh){(|BumFzr(1>C`6kqI^S)C_417sFv*1 z2IC9PV=8+_tZ`m>6{bXo1670}^9XR! z9er1(l-`@sM`NEv9>JE*U_yO!xyuspuq(ay@vDG%1&&?@DokyjS9eboJr0Nrz5Uh? z3)}Q&SQl}Xq<6#PhJWrc(DrmIUjDv6W;|`;PA!kU@Um56sepe84#w<6PFtJ=z%b&j z!^1xxgvm_{x3<2`%Uc`rUX(%L2E8v&mw>k1BPJp0;fo!e%rq?0bzjx--b0bwm|{$S z5m(S~`rvaRwHZw2WWz5z8Ga{0#U{iB#bb4k??3cI^Kl@M(mL7pjD=K=((cnKbZ}!(#%bt;mlqDOy>VpfEh7 zJMl($FlG4Z@W$o;(@l4{@zTPmdrxF{SQvfk;V=xF$7ZACQ<+%e?Ch3PQVBA`MO-$o zZ~Om8)VaXre82zyE~lEL9E(u8W6iOH)Px+S?i5>Xb7qN1&Y`HtB$qBqRanKQAaD`b9fwic)(F;~YhPt_^%(V9IC6TSdimcAEfBv zSkP#%TgzO#OY2HFwUZ{MAATflj^H5si3!D-Nl-~~m7RGpa=ti`Nr`OZOyAc~TIX<6>sqINBJ1fzWDR-oYhfxk~a z6sYJUBFZ%Ps9(%l!L9{nc!vF1-}aF!MS#$K2j)b1S8*8wi%tpqO&y*5WhDO^K=xm& zc<h0(&17`R1Hm)>>OO3)eE2O9^uuoyJT|AzHk-SBF#E;GNTqpTrM z*BGlj=u1sloAN6YER%;e>=m22CQ3(VZ5iddJiE_STyn@~%(tXngqBPPNlZzbWr~z@ zqQxw2KY_a`#>by3qf7+i9t!NqJe!P+J*i|E!8bHVIk&OM8UVhY0wl5pD z&xSVS$aO7Q{p6xK8mGmi!9@Taw#RtCk@O$X6b**x=18G3whZ|BSrj@cq8&D4&3j^V z_b5ztgLi$G2@;B1Tk6Q5n?SpoOPyzMi4>%K?gv(+`XC@SeL{efJ4518U1f`>oCCJA|~Z-78l* zF~=tFS4bNrUBmuUg8pe!L<>AtR7=ZNHxN(*YUo2lEL_#4=gj0e8fC$e&nDL@A5lQ> zq{NE1DS(F!A@K;C5@IZabyrnO)Jb82gbq%#6hIgn1&%pi$6gUYSsRG~EVF9jq)g|U z93yGmOMChI_-w!K)YASDhMxEEeMM4Q3)W_tC<+%D@)+!|BH%>5plD~UW7_KKwh)NN zy>ggN3Kpa3x9`>R#f&!pPOVLJ@%9av$836K7*xS)BlJaQr4nWn@eUKKB=_`pk#bdp(UEHW^MrR=nJ(WHu~QA3MK+VR8MP`+(u_n zZ<`fhcXmk2ke#p@US#4KUw^5ds*qX$e;0DiOHQF1KV$V5^a`IKA|@g5}eS#4!dQ4TLjk zxBx5I2#R@;9zfPSwAye6Ol!B~h~`m?2mo95(9=>!zE6ZeU@a1Sh=oafA_o+ZX4TVi ztE&=MN>Fs@SE0E2?`#c`P3c+j^4kyBaWGF+)H-`_SHof`s?=V6h41EJxnB5gkMEmGc%-(bd@8+$MfR1{v{VPHoM7dhyG(~qIkscdMS*#2@j-@ zRAN_KkYGDNc!-4fm7=3GBIV;R{-skvnvz85Ek>X zDG5?IAVd38fdra~AVEox9;cwl=^HU%#%MK68vVvf>0XuzhS&w%TId#v;M!PF>EiXy zzsd0p(^v8%>y`%x2a}=@s_GUG#}f!)oCzV%m|~f`KxbU2A|F00BP^nMRZFO-R5^h9A_2`q3vCf58)XTW>Zf?@n}7R7$Bxf z01Z&_Qp3&UDv;mGWK@~AVNIn`TI-w(FMnrwKe~3TXA*gJkz2L>B^RruBIO%&lzAwx zr=o&_iAEV&f&+&^ba%T$P0?0P>$;Gc5}}g!l(Lnp1s^`{S@ZI^L6bvk)8x=DBcpT0 z>-=R21Kfq7Lass-Ik`j<^$PnrI{w#|B>7L@k?dW9&(oDoQfJrf$J6A{BFbb=qH&kW zLGWPvDif(|*Tu@OUAM{5*bi3&bT=}h(rb{y$z=(yL!kllO{Oa zqm7RI@pb=;Y*?Rl8QWtGBr`{TvR&lLWKjo|E1iw=Aj2h)v%BK!IFw?Gk>p`E6o{Bi zEi6BQ!=YQ$O{c(UL`*CuTUPLn^(QY*LWSDF7^2Wp(y%Kjd~q!@!yB~Zf)T-Zpw)f! zG@keMTl7{MR{~{2({;DLXjqr*Ix<)r+qU6sQ!w#~#7W8pgY_gW$MiSp)Qg19`&=rh z7lS_LQuVS;ifn}h&x&Ypa;Wtnd8V)>VtHk_3$wS`NqXs2*TV*oUiy+2Aq|lYJXILp z^}?|ron$;&q|uL+!iwJt#8Lu1mAsWJ`HSiv05_$j)ZrFd3-C1EB~sktq3`j&_c4!=>m#V$>2^uwmMRCS@kv!%*H=pIe|-kL9z zGTK^q$udqw3Kxr8@cJcO1^EcULO_TXhsx!lsU~D6v8wv-EYUf81%eaSX_$#F zG3s71D5?*v>%?ujmWD;cypCH5jIU(&Ko8=YV!*T zE;^N!zDyhBQ zmiu{71Rrs-@AA9UK&!UiPkU8f{%ZkU9N;I2I4++^PKWef>1?4Se`z3Blt$seB_iAz z<<|}23eh>DPQp=V4o+=}t{E!lH)nz<*vz_B8*jQNLKb5gb zIGoDY=j!4ZR*mqj1Xj(jPp0)Rvb&U|0sY|WdkMW)-XrJN0<|9;DFps4$9}X1$U`Oj zjv6Cv&C8rOItukh%$9XcxejkSv#-K;eqh%n9>{@nkGss6TTv;HSSs*Y<{231UkHx& zra~jEokiYVG!%d5$<}3v5U23HQUtKKXbz$qf72_=#Jqkmu^d4A_SAV%t)yDYdts7s z&O1k+9IijmdwWKibT{<;mR1Im(gQfL?rg-I0A41f4dRPfwO))JaL_Cu?<~1P2tcSG zX7{T7h)IiD>Y(pSYhALwzE~+(+=l3E=m4>LU=IW*F$+@BND`6k5ZQR@+PHO$$YHbq z8fKJ1Nob(It1?j?dF%P(Dwl6~;XA5&Qe03vy~Ma<4WO5BFRxvTCs(d)$t+)m=^{>i zkd=Spp86C+7Jh>_VxPlJ-IZ7K4OC<6pa${vub zy?T;mg!7aBJ*~5pX>1wcGg_c{iDZ;t9M5|6Um~O7H(lw#uvzM>mP#Q7-#$v(qXKu+ zFeVwGZMw+hwIkLfrNnD{(_3;(gp$pyBRmqib+@_)h*}1%Q%4~%3CZzRs?3mguOWkmqhGw_qGf)xPN2z1 zvWl)n7N|f6Uo(!AyS8m_Fz3_~~DPFUqP9q5gO=({U+^*Kzq9Lx@qoPRx<&>j$ zIeFe{CJoV2QDCGJaq}J24fO(-C7nV*SS_0Vv{R^jJke>SA{U142NCQuF> zsr%yMVj)CBGD^9LN-+czBKkz4>%E;(EhwyzG$J!Jl?ks*q4c!f#i(|6*1cxy8>DQ_3d6eT{%je7KSp?hpIvJNRExuxNLIZ3ZgG4R$D z3sRxB@s`=T?b4KpnUTU(%3(9>UJ?6$Y>4x|I6#RxKPhj~-E!EYN1AriEA$?9>%Ur0 zpe~a^-!eyPs96#XO5hHnq)n5 z4+WG*zw+G!N9E(G4&f~47c4D=$T?H8je2+fniMfFakikEp*9rQn_0&R!nWtd(6R?& zooINxR#j`f|%qm;+`r6=z_tUA4 zNQp-{l!LS%(w)W-cs=QGX|F;);ng8L?NMLRFpR%RwKGMoNG6150}&j;o$_k(3w%5? zDFAcKyPHNo#^JgT8D;OQ>arS#svI^Myz64Ph{tLvkEPevWI%04Pus*vg;Z?1Ar~Zd z2fm)T!qSCv_};^~Z48A}!%>T4o7i-3*jLY^p(E;c zKKIi0->qCfcMD(dQMDrD{px*e)D9ns;20kZBd)10C{W$)Kz%>W>Z;u}gD)4+)#tf! z7N%t~@s!pnC0_m}_d|y2s8Bd!7+B<;Kg=o?JA3GV-pe6JXfusm+Bn;uAZd{`z@7|x zX43s*%l^p+>rA?bws>?HOV@eE9^DU1ER&7OTNE;VbAV2}dcxatEEzOpqevbLrLZ`Xn#sob#r^oJIYtotXc%Lf%&Jt$u!;9CS8tVbax zA)0BsjvYUq)%c;|$dMyV5Ve5}w0n}IiPQM(cBavuX5ipF(V9C>hv~U<=Qz!EROrcA z7#b_jHta&kA|c5EX)J)ZzGcd?h={#DO0)3a4?y6^>HvWu%>W0JgD88H0=B5*Yiqhx znp7{YRU0l^VqDuY%ZC^NmY=wDGhMvCqrd5y=!1b+T!+CNR2d!-k+~0SRCtbLX{im0 zzX#&A!Br&4T|~D;>x|OO{4*s-sme`>f4_Q7L_|MPi&K-H>ZwoujSdFFS5HGMuTrni zYSScoj+FQz?r>xMmd3fLmPF04F7L+@J;a&}W6f+Xe1cW8O~C*UN}1*BXgx&BqPEUPYMmR1ToU3XBr3-3dJ~MnWJ({BA21l&N3ESVka%CkrKzNwqsXww zV&mF&oyYrZSUgUz_HR%YDZ;F>;>outZOAi|8yt;4*Ww#EL5ggL0Qwn{i3%!+Z6BHB zaL5&N7~d{3zFj^i`SW~LtN&^Ns29Godwj$D3wL%iG-W=8DTuO;mY_erorV=WjqBtz z*BL*=xV%Tj_X4~`_Y~vuBz+9B)W8-~-_F!H8k?S@2xG+cznPT}TRr#!9#`AJDU_d`SXc@lx;i}a;rsg+y8 z{PNS3bt?psGSD#$k0ujYLtX#Z%>>w zdh0ugZN@qnTUHvufrM<4$}(J9`(db;Ld}nDufbFEIB);_bDq*^o)j#=_*|G5R0L08 zx-IzF>C|{0&NEQX>||05XIR>jv~EBmXo|A5SD~&ln?V*KZ9!N6he4L-^T3BwUH!7B z0DFEd>ok0mfu?@XZ!SCGVi2pM4VxvPVzFi;#pfBNRrgNKS?TFpn0WADJf;1z#z#*t z{f^>~zaK34AARuY$G{FZZ{PmPc6RJGACjgolt>ErwVPun6BwGIOo-eQ5jAI%jx!5? zN{;q5zTJnqb2W%7?*DF!VSDAabeCDEn4N)=Ou}`(NY@qs6shig3zTI7@~!5U;_3yq zkkM1FX=Yh|<|fKvntzM${yQo&yxOhxIuw0gC> zeG2hD3pN@!0>tE-6;MJ`5pqQ_11JKxd}x&Op~$nL**bu=X_I^P(5T?)YeOAlfYNJQ zF`==K#`gB)eQU;$>jgM3U%rEKKN()Hr6vS`E2Cg(;3s9)eG700gAturdjI~`^I2I% zF2`T&_W2~`F_zhmZm_JZMeT8Lj4H=)I;eJgFu#)MV66Vu;1wZz09En9y%K%&Pn5ip zW?3wCtR2B8uERcY(mr~7M41iJtrU%RCCR@TR9DrXpl#~AKpiaH)O&pB=2ptFmo~Mm zva$ycBz2ELL^5vcmq9j$ZtYhugyE&*>QtiMLuq9zT?hhXW}8Zbip?egtQr!JF4P|u zy1;Kw+Pk!H!BQliYD4csa!n43U?;~&@h()Ya?G2_F<+TI1ysN>7iWKFW`N5aq=DPh z1*fL1?^P;AYn*kq?)K#1LX`->TlW+v`O}Nt!QDBgcMbvfP-GOA3t`C&%G0-pj0n1z$wl5$Db^#F6P$l7O<6G@`}Dr z5I#W+o)fen5hgXr%%}L}4*j=^vtUBrBrhsT|JcWDdbBW6emf}cGR2R3oH&v!A7QV=Y* zT*cPQv1{5DNl?RoQFb2hvm#@!PSptRg&ptFMxks}}El@;YYlCjb zf)Yx!*a1;R$0Z+TAW}wYVQ*p}q-9XnVuMrS(aZo`hcP$u)4iNkSV=1Jxa=~pPqg_y zPB|D4!53U88^&Y}p4P{cg@w|_nvu~kqc=8?L=2gdirTx?dkJT?vASEFBP z(ql>OW5eS>597{j?5W}v*!c@O00>9$1bV-@T&8hb+Efq5gMN{Xf+NCYwT1eEnm?zU z8_x7fFFft(J4p_`v@Vro2N#r3a>LLm0SBAy#CGR0VX^xbsv<5HyXm}0=wDH1h_BaW zS!s8v%NG^OtSn1ZXYtzXAt0=D;Z7g0wV0zIZd=TC)Dq=ee6E;P09~=+`K31f$k&~| z!=L6d%qdD9y5_@qCT(wuL9mGn5Qd=}wvE^tP2ufIUOd*XeSQqh`6yK_`&6&~c;mmv z*C5(&BdyAxHDCRi?wPpr^^w6bJ3~=OCBXO}owRb{x$S~{h-GY3sCA$GV&R#qE_?0? zx}FcGFL%ZU4R|DMS$vV`MD-vDnB#K#&U|S)N8O0NY+)c`=F)wD#rBUKM!JU$~-WU3$@m{Yz>h-|66 z7XXWmC3ZTPzh)FbcF}JIJ@vCUDFUoqq0=dzY_}P<0A5u#7q{|pLW0&`Q*`JwXk*;UF zH>Vx+LdGSwRzz22Tfs;o-}$h3q(W_-J-aKaEq8IFyRtGOBx*C>)F(^rOJ0uc_o)_LLmV-x267D9ei10r-LtT9gb{Q z%hE^Tis_1*R#r)o~?eV?^lnP zZY0i5G~@xzKO8k?@fvAR%)RE~9wlHCC@fX9Ku45b2rN0`I>tpY>VlEZvR?}8^9F;p z4>9Oz#qU=y5`mzrCm$#2vHJEJ4kl(@;artbd8?{-Q3Bz~8Tu2r4v_!_=4rd_es!I+ z#R>&xTbV>C-D8V8)&PWxhA1=?a7~2xcCLBbnOMSSX~?^D10BWFd4`DsP`caTjTGl$ zgVPQm@BDe)Z z->^$1T|_8^R?wN+6o9TJ0DaWD+RC-&qufg~C^ek=?l>Xn+6k83dk8fs1jq+ZAJ4{` zwvCIaoLRnnc|-&RpUZ%&+TfO3gQpjZjsYXmKJ|vfArVUb^W8Mb*3q$Fw0%7HjPwZi zTLr~AA%y6Gaes<|QF;6!Y&d3rG@Rmml=$|}LNxsOGS05Bm{7!mOle^Sfh;HyMXrk4 zvq*?6D(S^VbI5L;#4yiGmpV6b?!&*6s$v_z^mFG{et7rx_U(=uxHW{7R$KLy)_97a zSbHhf43z}1-&%FQ9&+#aIXGm!p#dKv-b!J_1-_5akum;i>8C+VW6KuTg$0C&Hh zHB@LS@P|Y5;E@Fl#%zpIvO2@VR)KBBw^QSN5~ZCuCH_x_*Qk<)L3(g8NWIZyi(&im z^z<1sxMEoG_?v(Kz5M8o$Fyk?KPjmi6gBY!NTZ`Xl{lVnZiUPzg;$Lt^v4O#tzhu* zhj3j)D=VN_;>#OgG@!f$*LK>B$^!L%rTER+D&4aDv& z4k50UYd!BMbe`v@d&iNyrPzo$(&T8^k43O30#Sun_QBUlYF1Hx4!jw)aeFVMPQg(z z7caT|cSxHx;fMj&GN)HA^7(V;-dUwcYhY_w zDUzu#(x2i=l5{zc-cUTVCtZp6(RMK1kW&sxtz=z=v{zyAg&H7SD_wY|jG;kf1(yF& zT_;8kEKnWch114FI!HAT-~J#B#C89@nAk&W{yp?y$S?;M!CJ`tcP>pRc~h&V!+J=H zR3(F;EpXXGGy{7NWE-vWu$?w-+HLBsvG$}8VDngb`n{0%M;^VG_N@czIneM>R?tN~ zWJdTt&b-aG+{fI}eUgDf$t$}6p=-5d`>xM{k^+x_BLrkAF>3t|)?y!_xtjvn&z=q4 zFZ@IODo&hK^cRa%T4*E+?pb9sX3VHevU!q3l}ci;(4vO*(gOt2?WmJ8#KTj&JS9rsH?j=(lC~=Wr-wJUl8njin)FbdaPH zEv3Y>&;V82N;D=JeiI*KDI>dj7`IaFcOYPo3^qpvlJp*W>)@+yBob5;6V{XD_%ky@ zsXP@`W&SGNg`%2N8yd@D;!>ZI$#0&c!~cCFlJ^)RqHg|VW?h8{j)IJo*+N`8l&yww zOgm?JDa;EFx-6p?HwKJQ9eTN2B-&}YcR9+#?K8TX7;3Tl1!5% zNQ4IxzDr_Eh7Z*lqq!tP*Gy1?wP|38BK5$}mwgw=F0p^U@ad^>(QQ_@EL&^d|akA|f^#-%T?(!B#v5 zNstBHW`UP4%)I`7tf)Y6c$8~0lvli_;WsokF|~%Agj7KD9ng!ygCKV3BWWU00-{{W zth`xw%jtOW&N`Z5OWS-1!rOx}tWXa%PG9Yj6nJ94Cn-8 z{~35GN%Y7ICflKMF&I%IRZWUN-=(C3sYt_sS9^-ao6DR%_oXlH5M>kp0K(8DHQvyy zx27si)4scnF8Ray>TKy6*?I=hsjA|RUtf48BR&0!iv*@rMn$G7IhXT&udar5WSEl3 z&16#IPR+#{q0XSMmhxhh-AU?NS-tl!@0~hwq|YAuKwhnoVG-hKp`RZUQwx;xX846j zC8j~{^6t_ZGsC4R*}@|!S&haJU4JbH2k;7|_SY|E)r^=)D|tnw_&EE@m(q!X$a9$R zg?8u%k#$;5piRt`#xWmjX~|V zAA*l;Nqo~!9czF2KQJJYB;gIO&M>xKbn=#lg=Lhya=uN@cqi#;2o#|`6}vOdFp z+`R`8>mA+BSJ*x=2f##$a$G9WO`_y@42>KRTgdBYWVj1qsv;t&d$6Xlp$r)Ya0D~m z&Se~QJjW|#)^Si}mI>to?{?_Oz0RH2#49+iVlQJ-I?QzjO0T5oeFb?bs2SKw?Bvl|{j+Rdg=3Yv>97}ZcbVDGHpSwrA1|3b_ zwaMH8CNEr&M)UM>oDYQ(BPN&YP=P`h3=q*pj}JAiLN2pwt2_SZ^@n>Zp0+*<;Hu*2 zD}X{yDCIZj?yL$9_VwJBtMQRoYwRCsuY?>U*$I0GwcdT-IU38y+HT7gD=W+=))F?F zrnpTpRJ~H<44#+b9t(eL>=P+axGaI@t~ZGQ@R@R*)r>8UJ;?U$5^)@|f_55(3V8Qc z2S+w-8vZ|B3L>1E$CJli{QdW7BJN`HYm$!#{z))u{piDo3n=?YN}7z!m!8|C*SN6; zasBsie3caxb5+p_9yH)kg(Zf`@XflyJMtpFZB2$9~k$v8E zV)yw0{;^^@W%5GC_GMCOK_#l>C~)~oZd}=#{vTE~rRX*d|1YE5n@Fwloequ&AxXW- z!{(86cm#+{Hxa?oLiU`B6)k1K#Qk$Hnd*E@GJxg|V)0AykAvbI)j2eE%R7GAno-?7gS$XQQc2*c}|l1QmD;&TzHCMoybd@q?`XsO)q`KvHO!twWm2K}MW@fA7-T?HO>FZ>a;!ME5-_u{J@5bT z5Uy2-q1rV>ipsb~63+1y*ia+%WYwdCf>Hu{1p?^EKF^nm0cCo^K;C97T$$v-3loKM zv=He<58G|vHPhd^_07Cb{{F}_?P~)h3e^aoH>VeP(RF0A(=!GEnt)L| zI&{%OHdeY)zgjT~2((Y|>D;IxuF=l!#Y0C#*X(Nk!;mg&oA2#TAyV5mXJA~#KqGPn z`;Zs&w0C06&yEfw7uT8SGvIfi(Yk~0R}U|GoyDX{1`~x`-j;9DeY@MT()Ra9h8DDl zIo2>@p_S`X{oEzit5;^5cQUD~4~GmC;mB(*pIqHJXU?2G*8(!9UpBio-z@s}yg^2z zJOeGeu>6Sl!{3d`Mb^h;c8>IdB@%;@L1K%GVd8Jf@T%c0>C&k zhpy3j7nS^?YGy1_pH&x1UePs05_)N&RQ)HxpoZrbsD9KFtGaB4n{$r-qwdq{nrGW| zG8z0VIZu?~^Yins2AsMF7b}WBGI(9>(AtXFfG-HyIja=`aTIi!+=&e)46WFPX(7AE zlxA}FpBBAdcqS|~^lo(>HQc(Ab^=uPgFLwVn6tV1k6Oz24eDevp}wWZ58I*+_(2r> zy=tgYvq+QdRhh<9bBZees|B!PsIr0G7@!(ulqTOMYO;R?4Qxg{^6N#2?!*VLK*e}< z*1k$ov$ElewB@Z^x0p6YlaHDI(d8te>%vsEZU`+AZkD|I2b~>6SH)PX9p%=%R!{ZU zTeALGn0~o&>zH7RHds`X?0KgrA20si{BrG^H>isTNa~UWR~ntTE$B16a4jM*29YfZ zahfN^c~n=Jd^^Z4?+=fW*7>Eug;m}CW!6vKbtVbX)HrFB&*qF~pI2;FJ892bnU5Uk z;8Zni5a0)%jQlB^`K?Y&mM;R<~utJJ2_{iB*YXQq=ULU&96ysP@sY5fhss zhI5&9p=XE+gOXP(cBdj!`f|k(&0ONGEeTeAJuK6!3>RAUJ*&F0ysWfeREy4*ab0id zWt(>&b-$vu^kF>~*-_%9h*S6CeP+h)x%Tw&*Nc% zY_U34GYf2MDCf%>34a5>%;}4q_L%7B`#yB3IPxKq6{sKfaX;1O!WNm1=moX0QbF4U74D zj*)%2@fNGX+EEnpjK73tf2`f^djpNQ<#T7o&Yjte+5^zj_*-8F?cFVAnx1?7{rtQo z>gSsWkyr+2avctVNgcQdjLAfWdI6BJDhDpd!i}X8s0B+ic~^WNE(U zAzb;=*}~vh-Y>VybxE(vw~xB4HYxpi^3kt*_wJ1nbdAdNJhaKFX{gRx zPYD>9_nfVA#N14T035d%V`i+SQ^V+{lHdZio; zFpCyBD^7FroJC6utA-hkVq!Gciwmy&=QAb9)_e5aIHuhP2scLzbiy^(z=@ptiY9!^I%0sNWI6(P~E;9JxKu!rc)k zAuT%?@<#e7$iPbTOfX_u_cNUo;}=q_7Z<&F<7EtFdXai+gEY zRi@J^lk9*~<_HVV1yf=c$99Rf;@?#m=x@xZtzVH*ikgzr{H)v#+OKH9c$`$%Fcfc8 zF#q%> zwZljcTfL7r8)Mt%(u&{H)=3?FAg`;#*fv=DJJQgottk+p29v59vqu)w>JoLQ=?nW) zx92Tiy42oiUB*~Xu(f}zB&+y{kv__!VBFwa0(Udn>vc`d=Ru!IiQkV#<#vXniz8D1 zJ5x9MMRBG=jbp0tLjEyft~eMuy9CgY%IBY)eti7+@iNVaME(*BJ)_NPA+K;k`w-Rp z6v+gbJAws{nyRXQ{%(G1lcS0xXV*oWGjQuqikd|O9+VbdPT$f(t0*&nw1coAjGe1o znTH7qHPSe07t_8SXDsnV@)+e&mX((EochQvx6Orivd?pH_@J+Gk@X=cbNZf1 z+`PqTiHx?7!n#0+-SD7D$tnsMNjrso)IcXh2KX&%FFgz2zHg|bzwPqstdJ0__{!v< zqpMX&wCqka#wCtAo9iFbRryBcWZB6#x}OL*J$ZA5nZG*G=TjG#Nym%r#yI#}AHMUE zWgc@_6REYK7-6Yd^vYxe{Hd-{uQw4r9uex}(g5(D@}<eI1c4BY(Mdv=79h0f6UP>}DdZX!^)>4Pq;k&y>8P!RsyJ z5r6Qsq9wMiIUmahINWkyY@vM7h~fx6#Ymh0u7xv=kV9k^?I&Xfx{Xx1+2@_TH~-EH z5_?e>$6%m5ZI6E4M_W}mrd=0AXBV6)ks+!AnoBb+={WI8kx8G}i3uaGgzX!gxIoRapABrs`N z%=`E-z2q<_xD&O=+Y5-Ivt0e|U=xauSgRb15HFYU z!HSg9G=6yBz+5gN^f7z&Rf>sY_Y~NUx$;*|)}yzU>01ouOmq|Y)ZE11Rd<+X##%)w zK|;-=ORXJVkMRLLjolucTJmS^En35fk5BOmMphnOqDK&5QKLda z0cb=-IG;QpD`I9W(UxtBjP-s}ni0a~z?bt+y5hVS+@FSDtlc6**oW_4ys<@YoAj#I z2E`NIrj{ovDHQ6vfHq4kBwz~iFwQwK`RKUuFH(^N%Hx;o_@<@LaSGw252=WiiWOwUiQu!=>z*YqY9~f<)x2p>XM=AcBE2E0; z?wVwv=Vto^l?IloYMesV*ObmSXbt3P&_83+X=>!N^hHlQWq;e+q^Q-62u~$Qnlazv zGWUS{DJ_Z8-il{3AGwR(_L25PVJ?;D4!4mJI$g-|_S(9!zVzy!JqI`KG4jbY`=G2HlMm+~&HWBPD{+gF{4biVxBbR;qZW|yV8`^Ddr zeUy%WEy?=1?^JFEdXa<4?mObzd>x9U@d_~gxXSsV-Y{x9=c;~h*@{_n8S3x>vMTO` zfU0f}H%UT&jn#dYEskX~&;FKh-P0=SuE$4KD!wbmZnt??6<#mKE;U~LB#FVGbd1S_ z11v=N4CT+ixNujAiP8s%abC7Bef^1t`njh@E?Z-zY)965weg)7e-AVgU-aSi@W$87 z=gk@TIGRPEyuQdKY+YWdUalFMAw&+8EsZn~f*>`2kHqPfQ-j)AQ3&rXc7&3HdsUxn4EAy3P%AFXYKuS}|1NxbbG?*u_5Kf2;<|Q*<&wzjM z0qpbnh=vssk+K`;6e)|%-W1dh#DE3?!PviDRWcFLbAUw3wx}#i^N|-v80dLRy^%Q7(88#o zzLv+XFQ2hdccZO{nK(`+*{(&>*3It9Eb7Te21`_`rwJd8Kj2>l-*u9HPgPgdyv6)* zL4>}_tr>Pknp9nWReo<@J2^hGTK{cubB9fKCx33{SXG!;FtdX8>dZBb!zzuMk{E#! z=w+9IYZUjomC_mr(p?)pPm?BeJaxkEp6BEZTu+u-M6yEiEb*|v9= z5kLF-$PQx+%sg5@clrqMm(sS)T@VGqbYsVNFo?iM*aQw?2vv0?_;2MZJ?1j(hmN=wDk52 z6d1#$mo&`_>#De396)BqafYa$!$970gxf1!hz4I=Gag#va-~r$*z_1qW@K^1SBl9D z?Ip|AE9zn|fjJ_jr=54d+ZtsMyt(WUU1S>PVd^D-quMr2Y{iBD8TpOSztPP`i=_~F zZLs#B;PCY(1R9d@CEY7o7TB3kdoWU#P16=F*KJXtvPHk@w#e#-DVECp8?fDnfK?_0 zqwAs2A4KYO#Ze#)ij*B9tb>mGgqp-3?M?~)C#;g@ZX58xItj;7<+~m+Kw;dlQxLsqMN*)X!XD+>gSfMO4Y_K;; zx!tJ(-Z3r;3JYqnKd<1O>hg#tQmc*5rk9_&Sj314EBXoTUrRn-kqBC`oiJUk7UK`A%dJ2im|x$p9j^` z5miGSeAkU9Jd;f=54`*1uXAK<^e}pu<7i5dzgPc9)R4ZGg>XP_(I+g|K8vHHzWz(z z&}`(x5l06Rp>o3$q`vF`hXVLBk?S~&gzT^x%AZeP^iXkvrIpg;nBL?O+u!KdUToRr zN=pW`{=Vzpywjpt32V42bC`?EMmvVG6}?87ONH+ccJx%nSgGK}xL{&%+w+c|JAAru zvl=3j1VZBXOG3i0@NcCdI_rC^As}jOU(1Ep-_P*y{K!h?&!3)r$!vnRr$%c7{0 z`tq{a#hY8?c1%7Oe>30|5f%hV(;)^??P8zoh+pzuE}Km_vI7E4*iWU4Za1Y`KHu3T zP^CVtFi|ZNq<~h3MN-X?T=g{gqekeFcP-dBc;s@!COgUZDaeQ8DP~XMc`$XYv5pg1 z^SG|CfHe#LyI6_3i=_a0>-n_26LG30`htt4XHo&?&|8#O=x|Qeo^#^FM%TGO*BaMc z&Ct2D&z3bNC{{07qJrE4yc)a3t$I-m@Sqs1uj3ARom?F`JF;04cx^owP7pvQ>*&%*S0;I3}Bwl z04AlxJMFoqaI-`S*5)J4cE{gbmDy7C27ia;Pw-h5nTO-LL-0QiitRHZ=0B^1bfWc2 zHs{rfjI!!dBs0T@VI=PVccbidH_8s9L6c9&Wj!Hen*vA0d*P~TOm+Ka%%Yzf32q2) z)&w;d_0>_f1h4Xk^_}d-IC7Ee`MLgreN+o!JqRNNRwi>R97e${)dcBwD0s}W#?FfW zaFy^QK5^SSg4DvoLRe45OCLOVAFT-VLtm{JGFU!R7jHEgRobiJM!_&;$;vjTS7j*f z|JP!M`uz@A%3Z5|=giLOyDdFE85!8WKr$@d*fxx*n9+)|OO9fFTu9PUj zfY4JAOog*Pnbw?vyJ!lc+(}@{-==gJxk+@V;Jwp{giFwbtFv~(>q3bsK_^b56|dU6 zr;eR(=&zWv+Mg8Upj&7fCM4LkV57G1Ke2@eq(H8nvYR~HHYEg*u%NHb2i3d0Q(IhIAq>Vie9fF+7V?07w?2_b4 zajxL}kMdV012Ly~j;KpAl=$$#iwoAu+JxH)vyy-J?2x#QWQrA2w(9Rc`G}JFPQdn$ ztWIoGDwhdmyTVt+R+xcV8Cl2(tMRwq5SHSzy?q1kcLO`n+d;=ZUesA%m#Imw_BflT z|LCJ4W%35Y3@0BI)UoQ+y@T@`@bjMV zoVZx;hbgR}Tpf?>0WWpoQ;!=%H!COef>&%U1zN*hTn-B_mjE62K*Xnn54$mRPLrpu z9;f)y8N~bHsW{+8+^3&=;${&0eoIEj&&G57C3i|gLKOJ3&|G8je@ivI#Si2TB>sQb&nk-jfmp~2e|u6oo|jb1htXPu8BzSS#gD;$T($k=U&x{x#z706Kr z$|+$9Lmj-4uFqMWb(|Ysxw1ch;8WE@Z(tT5wxnsf_yWaAc6I0qXj0q<>09pjSDsXt z1X^4+8Hvl_5lQ^wp-Ah-ej#O`Hcv?B;NqUHe6aA0#JiHDU~sx1!TQ5WB>MdetcaxC zmJO#}^ZM4&)`pFpo#xe;HC^AfT3sTm?27J;t-G(Bu@@hXD!21p-ift?zA#-ev{xpF#0tN5m_=L0}QzA@piK#kcqOs?nkl@fJyvYHM`gu>ZyCkCo%# z+MejHMCf|$uFJx)3#lM(x+_I>y_F&uYvte_YxrL0Z2JACTd+~OOZlRcvT%=j zk6gA-qpZiiBH&gVi0|u|%_7l z)IcLLJSn+kzqb(2oJQw%-qFK)jD1R*ew?<5WOBRELigZ0SSw#^CYFwu#2;!P%Ieh5 zZt~u7Iz}mdj)(|^c40Uf2J78=-BMK<%+m2Xn{)=>U599=)pb@Ja{W1z(#rqPte|Hx zcFT&Anw;re1LfFswMMe+>u?JCEr1A%sR$s|1u7&apCDA%k=s|g^5T{$j&Y>qN_oOj zr=-MJ-XTOapXHcGOs5wrj%P@di^&MpCHd;~>Po8P{y2fik;Y@_VH= z>q&sZ-496leT*(CA)7i zEyS@2gs64F*Nw9ZR4k5otk~$`-F}cv8up}i7JRNKwj3gZc(`S$sWsU)<0eznl)K-z zMcqX+QS7`@>c}BkoGU?GUcnu2*a}FKJ=dTIh-ZRq&P_kANhbmGo-wAbMJe~H>xA07 z9qJ1OOIR(Ee7Y7EL>cfao!81i>@!$|HRUX}ucCnUZCku?wlK9HV=Tu^Ek7%f9_1b7q@)S>$#0=;M3DOJApZQ% zqD`uHuzrq1q&bGB41mc}%oPstpN32(Ecc%3Z%%far|p(tTKO#5iswUa(Sxl9LHe}o zQf_<|OI-TJ6_W%TlhOe|+62m2zJMBgNmS7qwE9v%cl>wH;BTX6=MGJuq1F9b6~q3G zx&JWm?*1=?rdPR=DyyHAi(kEu=_A2^Fg|a|vJm1h+H3N9Rld8xIS^(^vT`EMuM9it z)<()Zn6=QNY*W*V$LL<%1?c8x;5Q$JJ36l*`&TK(kpi|iEjfbJ!X7)l>Oh`!1XjLZ zomKKmY7ySO#MD?rO}TrW&9Q%EQ3`}G-1ndDf6IBWCMb5-y<^rvBfm-d{0L$>*_u~> zuKYTDzz+@f+2#qRb8I5GGoGeS{# z^9_C^-2AO=3Hiw%!SU>=d<)l{v!N|*qK;BRBRNbB7o=axe#8*LE_c4G9(gv`p2`?L zT^@b$8@8o=7YAz>F_KXvHRlV*C<&oRjuwTe$5IJ{^SzG_8l2MM|G)2e-TNvRS8%Yh zr#G(Z_OzF7Pj4uDIl68W5u@zs=4Tgn>Gsk(2d91ElX9c0l7w)unmW^b$vR2(TZnTW zzLTmNGO@SkbsRZy5WERz(8!8%#X)VoMG=LWbUS^Zbqmegw55*W!qD<|S0zN?bL8yJ ziJ2vAvkAq;Kf`XpnR1z>G)B@gp7fauIuQqmM7XB@p0fGhzeqOJy@cGkLG@jlwytP& z^ohP}pRG1G&pz4whZo5krx;xA@3t%}R{8ba%b2Pllfs%svUd`g*6c8tQ-4O@=@e<* zGW!q1`EODmG5}jQKDU6FGCzM~;!*KvqYP|QgjffH1t}B)(p_sv5+O$2fs)=XGJ2&g zl!AnVHJc50^0~YtpIcGZQ@3rS7}-TrF@yxgBDldzX2ma-$Nua@-Nwd)>{iI-NK zTDiN->mHLfCd)hV?5&MIl=wNi+Ut+W`Pi&Ydb5YyZdjHME8Uycx^sia)JaPpo2{O@ z{z&AaqbDE#c)~6Hli4|6_I}fqCkD=TE%09lH{@^!Hu+_oN-L7}U#S z!fbDsd1J17Pw|c0ZCd4a{i<#I3;pKb*!+q7vhCQ{iLV#5JR0Hy-@tG2V}kbix8wX^xcPVT)X$a_i6>xYkLe|J-?y0;xe@_jc+L@zIChpz%HAU zlav2xMRylbMBBD)-^UJ62VR{W?^4$3YmW&>`o2v&@$lcxV-C=?t~TFtnbNBuzI31Q zA4_*$(JpG;`rwhToWiH<`r!;w|AM!t|9IlFH9l^i;BXiKY$6%`dyLCGeq{->sfN2Bxh_k?xo1#4O6 z>5~(KJ$ZqxCm+Y3czA8B{x1khEqKeT8M7I!dC>bm$Zxr&Tg}d~_4}@+yyAn%ljZRP zKTEe7a>dsF+hcd)mR{LqS-N%5lX&wH93_|8W6lmA(b-qd&9l=s?62GKig?`?d?8z~ z{=(K-uH74#4*c*E+fAD?XFr_(Tea$6z>IKKC9l|=lJ_Ip?eE8O?)>tpMaQo_2LG?G z%O`!Wcl<?{B7F?gP=;`NSyd=b~B{lTuMWfh-&bkx@UnnB$s z&$P-aW+va58{d2`*Tm(2Ud}f2w=Gmw;QImZUQvk)J@kQ%$0#vUXE?*E>KcX{gNRwf z4IFVALO3hA|C%2~6vHG!N4#;o~X#;zHXdg?m=ELiKEQ#x|VR6Qa#9m2t zU3kK*HP;hbe;ho{u+PCEz6nX~Iz99LWb8P@*8Jp@)Gn2ux{fpSJvijlfh7B0&%FQm zVw`z_x`Y4Z`oKi56S$5@{%pI%Ar(%$V*FW9zlnjF<7m$|ul6}3`g zN!`ZEtTGt{&Ea`Rlh$0vRoq~@C@`CmYKvc<=p zQ_tg+-C5`uQTy}< z7nocAbas)3oNyz<1vn_8X-_pQXW6YCGCIM2vkO&z>zCDC(duREXa4WxtVpg<*z6pY z-*?l$x;M~`o1fWjcBI{i&7wMLFMOV0 zWYX!`hCX9k8njkNd_UjJ(u>b>GBQc^_%}Pw{^G9vJr*k8`)2*1*^%ZWhTm7d{&@3D zt-W95iO-4>%Xx zG*gn5XWRN_hw{S1Kc8gpHqr8VALYGQ??34mIq zVDRtSJMnq}&EN0XKjEuhM(xw?uchFdbv)yJGa*=w9o758-YapS*WJH%sPTguaf=N@ zZ$|V9jyCL5HKpCKpsSlck$+cr`zpbxeWzzLuW0?U^)>E0+T=vprtdoGw~KH7V#t+& z{@?Zwa5oR|+Pdub-S!2s`!`MUjZQRuvtYy`H~IXfw|HBy{aXC?346a?C!UmGiL|_U zC(Y+ijoN?xj3v%tiCgv=8*SM7%@4ZoS*Lu@ziDEO^sYqvWp~i5d-ZWntl=u%cOLxp zPP|_Les$37UFIVWHP1AkojuU+>Sj-|x4%3QuV8^SpKvA0FPjzC#}8th*|`GqUO!zw zrTfYYV<*{rP24|6`DS&*PUWT6*ch_+Kk8mE`|J2CuWpV`^p_+6c$(f{SMo2uD`-}tRB{PL+0_+nMs z$yp~(xXt-wY|GZI)kCM;8#r;-4-PxptXprZOobT+u>jxGwILcN#{kOQKadsn`z5KY+ti3uD7h~b@ZOe(i zg?4=1h(%u|E>1o1*}zXdPBu3FJ7msBQwo6y+Hrh*hp(UYnO&He{gI~g=Lt!+eXmcr zqIFo`Lfe1;d}rTXKOB#5Gv^~;^|Xs|OH=Je%((YOp<^$P^vFR^yd1v0a56P1aLn}( z!&N0$qF%4>7t%L>uH(ON-mGz+akuAljQ;EO9Yc;6xXhSn#ZTJT>sy2z@5@h?{1p9q zy=}zC@%_E-#Ul==a$*n6%)$Q2UuV&|m7`9$GdD36g zSnuQin_u7G?}~Syt{2Ag&|d)vXM3Fu9C9VZoCW{ipeGpx27?!PzwOV5kHh!2PqvzW z&Tw|NLsUQQgIN1Y^X%{TeE!sR6pL}~7#(S&SPn zM1W23>4s`CH~NYsfyM*Rc!@dIQ;?W_Div591~%md&it_I&^Din&_r%v$*W?^a7*c> z)l|#%T5C?t2?w@@fcBqU&DFi>NhmN`=Xu-&s@{?VRNb`%*dX4s%J61j+*M$@Yg?na zKFjUelyG2EsGWOPX6m82oWM3}^EP1d61(5%`8l97foY*A9her(*XHan1{whD<=mNR z=y(a(zj+5NBCiXV$e(JNEw;@A)Ew~T)>gSYbJLS$Kx^Om+$^{ZEbGeC+;?UIJpru9 z?`)9-7Nr;dY6|B$-S`v^Y)nopF+VkDwm_K2CCA7jVW2fu8q#@AGn72ptxx#^bM?yv z-<_PsP4{Lj*d4AG)4Ad46kyHmdTFm#@j90XMNj4_s^LmH6P5r=1Z}}(9+w!bPfZ2t z$^>RsFJMi5yXi}M>Y>?!+vWgAA-1|sT5zV)7?|sUh1Zj_z`F0{%~NgW%03g9q~8v_ z*JJ1iEV+Cuje+g2sS3OSYB3QvJ_$`KxFF{FYn##YLqL7M8c$8)1{QZO*|ntgbb$Kg zGu(G>0P3q-VEXhBP~U!qScjP{y6aUqfx4Tvp;U0T>6% zjGNy1Pf+ok1VKx@xu7f{zr@oK!O_$7fO9UXvcfc|cmdALYBsE(%APk`&!lvjeQhj!q~}{HG~LB_AnSr2$7{h z_As`wm9M_<`!Brj5BJ=kp6BzNbMO6}=bkuyxE38XCp8%v8J&){y5Z&Cbh(IYpcbuv;D)pGtO?5Jgaig9M zkTc5P_xqG5!QgNoC;e!;7}Fhi(z76G^CD(pEaM9kX@v2WmC@DXNxK_@)ETP%9&L($Y4x;@$-=aY z2j^WGG7@=2WoUp&Z&@}tEG22-EtIR9?TCgk*Ce!;h{J&V;>fNsibNvyV@5(x2KGi> zj4K#)e3o6Hg*MYY=Rc$R@2LD;S>hV+?EY#?kwY? zQ!;B@qpHPkar5vFdGPka>143o4dJ?H6&oq3zk-N&P^80arCuSS4K>dIGw?J%mo6`u z#$>}ra=Afm2jO?~;_1f33DsM4R-JQ@3|fMqL$$O1!IHN2Xn*fF1u=dI)WobW^(Iw5 z6H`u}E;AJPk@xo0ufr>MOLPtKbCtm>8N19V(!PbG?BJXP_Rv<(N=8y7_HNOdI+?e- zF4c&6+{DXtU*+cy$lZGq{7r=sf4CK|5L(aqOc>*Q2b=cPz*R{4mr|@*3&b_ZvSl2j zSgCz=PVMsYDzV=ox{0OD`c2{dbX!D_7J@f_;w@zBk3!#OT$LAnvPRae!pBnk*w-cY zI>n=f*dotIId&r0`1rorxeS*whxV62nh5&v{pv!=@s<{zuP;l3toRpAuWdWy8{$+} zuIWK*VhcSf5=NUIwllhlMg=GxO^Dn#!!O`IgIZp;*RGd#n`h|V!p9fVTiJ9~4S(OS z?lwSk1&hc4h14d@LP+Tux~VOvHaFqE+rHNF`p%&oJLp~HLgfo1gS|{wt>^qm*KRuN zWChG&LGR*Zmj#YlAldPqy)FP9z#t;sR3~KF;qHSJf4CY74wx=Ach`(?wUjTzf*=#r%(>oP{@63x080fW6SBJR6hb0Mz`}~*Lq>9gBI-E#ud{y zsD1lmIyj;mB*Ww6Ee2sGa2bdZwhWN%NfYHcg-*U0+*8}DQP^I)FZcNsr|7+zy9X3) zc_@B4(Td5b8m29wROez&GACkEMec4zwvrU z1ne`rL(;DJB|6kZ`;iF_zbSh7_{aBaO)@3qW2SJAsEE3n=6vgv68%C78G|LVR|K=7+z`72Q7x+{?9?#sI_gSXAgr%>V`|*cTd&d?U6cFXo7_)`2mV`_|J?3N;al6YO z$(!v_&g!Tr?&;06WSE&*t+WHDl|JHU?}jFWm>f-9rq6p|KMO0s?fcVpoP zw;)xt3MPB_!zH}==7zt)y4@EmU>-rH!7tOdA1~5N>QNq3dT8~vAZ9F^d<5hCDjm@9 zeMk;d4K>Oh@se5ZR;n+SOdB8`AMYtHOW`;nKUKPaFys*c9xPInBRC5K*ry^6>uC$L zNW8Rbtu=#!d9;%djZ>~`-Ws!izXMp6L)8Idg1k6R*)NuHIJiY&_Yb}e82pA-c%Q#7 zZqO*k^fl^RVQr@QF%-AQpgS(uExi<$^;^%)E4oPPjQa^bB-~Pea=@pHg>(~BgNubu)Ya+_%=E8 z4K(Ld0bO3+4AeT><*87z^HK#(FxSG&2fJb}rt%)56@sQK^vh40**ixB=UmCC zJsZ=+S%kAa)kM_s&ao%;-kzdLXXCs|@JYGaN1dS=?`xO%Ge%#ICeVkwM5kp2JZmXj zw*$F8?C7KNcprf@T$?Jj?&k%+;aw#3RAzOApH^| zMc4&Tro&d)@hO7k?;q!JVv8{}Hb<2boH$kQt+p_xO92((w_MWQ)*Ka-%)N!%0PEbV zAPzEvKJaxNAAdu2IkoRB@YLAQ2|5j@Avy;^b3lR~kCL-BTZ8Ce>;>u`NO2;OP1|Vd z6NzQdVZ2aRt5~@k1C!AiE72!6_qK|czSSdO@IF1#$0mqEl*`ueX4*ueyvj6TS|VWv zjXu1H{l}np(}G{M9m8@yCsYOIeZa{+rfBaIX&zo+A(QT1wSYSUnw0@MPek2<{-B<9Ec zU0ZC0v%!L%-(CU6a5LY3ZO%z^o$f2`BVyYKmTA_`&hP77*{1pQvDvOBs_Zm4#4RqE zxWBnqC|KVhY0n_$kp{X}Kph{b?LHn8$pRiPnGOuBvh}2rexne-r+5~|O8;(u34S`q zi#>aHl281{p{R1l?j`P|tE$|%r2J=pOn)B~#*NNi&U(#TjN$7iJQF#iMrAf@yF|3) zoU;cgXROQfj1;BnvFYg@+Tm^j^EUDu9)X|jB*KwnRZXtGbzM+aFMswQ*3Bq^?Ew0{ z0vN$yXHk0k%m!ZwQGlBJYfcp zBhcvBp-!JV)rP9jzEDiwHnK4H^{A63TKlGvyy|q> z{?ngBRC-4{y^)(HpBUk~SYZZGBcTT}?RVtm9B?nGx&VaN0cTnGu6*0&RM1>fPEvMV zLGM4DvfSBr80k{}e17l0jbwf7(AncoDWEPevs6&WpKb1E-|j5(RUnSJC~IX`|Ax`n zNpgv<0(V;I*A1F^HQ%k(+>ImqWu{nbvlGxf<}!(|i5%eX7^_T@10=(xk@9wG;qKzC zr3dZ-!Umf;{f`-gzS#{ww@DUMtnQRziX2^Ca(q&i!#r;>TJuw4@iGU}$@cY$fck@ku}NxF*G;FTbiM)BVMOgYf_9 zuCd1)pH{sRRY9%>fJkkHRRT=i3Uyo~NHk6~9@ zh_ce=Y!u#NK`T0tE7T@FdqtL} z$lSfp+rWRF+_Dq^S48T#bBueIs0Ck<$`}t8;i(P|MJg35xy@xtb@VNnZ&o61cFCO6 z#umE`i8qQri^@zN(oObTz%JM&w zsZ9O-hMmqSao3tB9QEoBtSsV=o%{we>`uGf!Zg{+j?s?8U&XNY{D?d!i%`CGU z(ay`TPQgW1eA~YFV?~O4{C?Mz8PW98e}gj&(SClE6NQRF_D~O$JjO$^YCZ0(Se11& z-g?e-Wi6^G2t8amt}W_P_POrPR9MomfOI?NqktlQRRQMx%9UE5n&PN9!k8x+>h3}X z((g}Q9yMEH-~t@-2MoqcxQq8JTK*^}#(YckOqKOtF}rmAt0!3{J)$HC43t{?nc@4S zzB8p!=dz*Ku>EqFSh}fZep_jc#uyHp_ZnVRHY9iStw9n?z?l(mTz*yjZ7SZ%p^{_d zCK=)2WQ_U)r@;D0<$z!8HlCKYb5mPPv|D%%>$FF3q4Bcu!E7EpsfNJKkhhL20n<=n zL4E!3KFjI8D-ITp`nTaSGFrk`%WKMB!(as*%%HZ*WW3w4B>ui5cXxP15EN0GZ=XUN zD-7%0P=J1;4rrDF9|0|b%dRjdcW3TXS@ie|)%X~W&J?HKNKmB0umo>e{-xT9+O@vW z7IgI~DtR?~65;-M7}u2X{*y>ue;`lfXOLRZ&lZdlg0d{?l~X0`M;p5@#nsL|xnoa+ z2+H+L2i?bD2DcT-jr~-ue6%_Wjp@_tNQTAId{MF_$h9?+{g6!na+YS6?h3 z?WiCP1icDay8NBSawc|JPDv=I290f^`ZBgg_W;f9&;X-qh+#9E%BUjo`cYe zOz?P-)^tqG2tR;MlzBuH?vrC-!dIf497dT)_AG*HvE<9Q}U1uk=q0Oc( zdE^Y*NR2P*0HEphcN#B@O@{fduC|IN3hI=~hbHr|$Lc&Qyhsq?YbgsaFXyLGV!VZ_ zeE14p`yi@(vx_nW%E1?+4TG-E#*ufd#bL8*lPc^wjTq*q+UfIJy!PyeIwpRjB6aF- ziJU;y8?m}?CkKUQ&1m_HT@lqW?TvirEQ;3&t$zT1MX`PikH7-zembiG1O2{_7PEDS zdx!ORFKVS5uH%< ziy5~MyC+!XKH*}cy)-yh>XVC-x%I)op&wRN(cPir?N*-j zl;B38x_NwrO3w!d<;?I2EivZng_)B`QlVpF)j^3l2Q;TsIod%;sM5arJpbRc@nD}q z>4KA{P$S5@Nw<{csu}gjU~F2B4vnGUBMeK6RPOl|>w#9ZCu5)fyd0Xg@D{Oq?JH~*ufIWZTT=T| u`x2JvFceXB7{1F7e8No7{67lcE&xA}q*q5#vOE7q=Q Date: Tue, 26 Aug 2025 11:14:46 -0500 Subject: [PATCH 05/18] Update mkdocs.yml and fix deepsource --- mkdocs.yml | 1 + plantcv/plantcv/analyze/radial.py | 36 ++++++++++++++++--------------- tests/conftest.py | 1 + 3 files changed, 21 insertions(+), 17 deletions(-) diff --git a/mkdocs.yml b/mkdocs.yml index d62c36ca2..aa8b9f8bb 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -42,6 +42,7 @@ nav: - 'Analyze Spectral Index': analyze_spectral_index.md - 'Analyze YII': analyze_yii.md - 'Analyze NPQ': analyze_npq.md + - 'Analyze Radial Average': analyze_radial_percentile.md - 'Annotation Tools': - 'Points': Points.md - 'Apply Mask': apply_mask.md diff --git a/plantcv/plantcv/analyze/radial.py b/plantcv/plantcv/analyze/radial.py index 9d37704c5..075c5e1fe 100644 --- a/plantcv/plantcv/analyze/radial.py +++ b/plantcv/plantcv/analyze/radial.py @@ -7,9 +7,10 @@ import os import numpy as np + def _calc_dists(img, mask, percentile, store_debug, ind=None): - """Calculates the distances of each pixel, - the cutoff based on given percentile, + """Calculates the distances of each pixel, + the cutoff based on given percentile, and the average pixel values within that cutoff. Parameters @@ -56,16 +57,17 @@ def _calc_dists(img, mask, percentile, store_debug, ind=None): params.debug = store_debug _debug(visual=example, filename=os.path.join(params.debug_outdir, str(params.device) + "_radial_average.png")) params.debug = None - + avgs = float(np.nanmean(img_cutoff)) if len(img.shape) == 3: - avgs = [float(np.nanmean(img_cutoff[:, :, [2]])), + avgs = [float(np.nanmean(img_cutoff[:, :, [2]])), float(np.nanmean(img_cutoff[:, :, [1]])), - float(np.nanmean(img_cutoff[:, :, [0]]))] - + float(np.nanmean(img_cutoff[:, :, [0]]))] + return avgs + def radial_percentile(img, mask, roi=None, percentile=50, label=None): """_summary_ @@ -81,7 +83,7 @@ def radial_percentile(img, mask, roi=None, percentile=50, label=None): Percentile of max distance from center in which to average pixel values, by default 50 label : str, optional Optional label for outputs (default = pcv.params.sample_label) - + Returns ------- avgs : list @@ -89,12 +91,12 @@ def radial_percentile(img, mask, roi=None, percentile=50, label=None): """ if label is None: label = params.sample_label - + store_debug = params.debug params.debug = None if roi: avgs = [] - for i in range(len(roi.contours)): + for i, _ in enumerate(roi.contours): # Loop through rois (even if there is only 1) roi_ind = Objects(contours=[roi.contours[i]], hierarchy=[roi.hierarchy[i]]) # Filter mask by roi and apply it to the image @@ -113,7 +115,7 @@ def radial_percentile(img, mask, roi=None, percentile=50, label=None): # Calculate average of each channel avgs.append(_calc_dists(img=crop_img, mask=crop_mask, percentile=percentile, store_debug=store_debug, ind=i)) - + else: masked = apply_mask(img=img, mask=mask, mask_color='black') # Crop the image and the mask to the roi @@ -123,26 +125,26 @@ def radial_percentile(img, mask, roi=None, percentile=50, label=None): # Calculate averages of each channel avgs = [_calc_dists(img=crop_img, mask=crop_mask, percentile=percentile, store_debug=store_debug, ind=0)] - # Outputs + # Outputs for idx, i in enumerate(avgs): if isinstance(i, float): outputs.add_observation(sample=label+"_"+str(idx+1), variable='gray_'+str(percentile)+'%_avg', - trait='gray_'+str(percentile)+'%_radial_average', + trait='gray_'+str(percentile)+'%_radial_average', method='plantcv.plantcv.analyze.radial', scale='none', datatype=float, value=i, label='none') elif isinstance(i, list): outputs.add_observation(sample=label+"_"+str(idx+1), variable='red_'+str(percentile)+'%_avg', - trait='red_'+str(percentile)+'%_radial_average', + trait='red_'+str(percentile)+'%_radial_average', method='plantcv.plantcv.analyze.radial', scale='none', datatype=float, value=i[0], label='none') outputs.add_observation(sample=label+"_"+str(idx+1), variable='green_'+str(percentile)+'%_avg', - trait='green_'+str(percentile)+'%_radial_average', + trait='green_'+str(percentile)+'%_radial_average', method='plantcv.plantcv.analyze.radial', scale='none', datatype=float, value=i[1], label='none') outputs.add_observation(sample=label+"_"+str(idx+1), variable='blue_'+str(percentile)+'%_avg', - trait='blue_'+str(percentile)+'%_radial_average', + trait='blue_'+str(percentile)+'%_radial_average', method='plantcv.plantcv.analyze.radial', scale='none', datatype=float, value=i[2], label='none') - + params.debug = store_debug - return avgs \ No newline at end of file + return avgs diff --git a/tests/conftest.py b/tests/conftest.py index 72ca2673c..46696a631 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -92,6 +92,7 @@ def __init__(self): self.rgb_seed = os.path.join(self.datadir, "rgb_seed.jpg") self.rgb_seed_mask = os.path.join(self.datadir, "rgb_seed_mask.jpg") self.small_circle = os.path.join(self.datadir, "small_circle.png") + self.empty_mask = os.path.join(self.datadir, "seed_empty_mask.jpg") @staticmethod From 4b1c3c692531a664b85baa4d0c3899ef4f689642 Mon Sep 17 00:00:00 2001 From: KeelyBrown <156026125+k034b363@users.noreply.github.com> Date: Tue, 26 Aug 2025 11:26:38 -0500 Subject: [PATCH 06/18] replace empty test mask --- tests/testdata/seed_empty_mask.jpg | Bin 1359 -> 459 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/tests/testdata/seed_empty_mask.jpg b/tests/testdata/seed_empty_mask.jpg index 8a43f408ad06f7b50f89bfca22618beab9bf7e33..dbf79253665a0282075216c863549eaa8602e808 100644 GIT binary patch delta 19 acmX@lb((oX91BAVL(0aaG)89a|2F|aY6ju} delta 71 hcmX@je4cAU91Ei&qw2<_G{(sdj2 Date: Tue, 26 Aug 2025 11:45:26 -0500 Subject: [PATCH 07/18] Try a different test for runtime error --- tests/conftest.py | 2 +- tests/plantcv/analyze/test_radial_percentile.py | 4 ++-- tests/testdata/seed_empty_mask.jpg | Bin 459 -> 0 bytes tests/testdata/seed_too_small.jpg | Bin 0 -> 870 bytes 4 files changed, 3 insertions(+), 3 deletions(-) delete mode 100644 tests/testdata/seed_empty_mask.jpg create mode 100644 tests/testdata/seed_too_small.jpg diff --git a/tests/conftest.py b/tests/conftest.py index 46696a631..2f30bdd1a 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -92,7 +92,7 @@ def __init__(self): self.rgb_seed = os.path.join(self.datadir, "rgb_seed.jpg") self.rgb_seed_mask = os.path.join(self.datadir, "rgb_seed_mask.jpg") self.small_circle = os.path.join(self.datadir, "small_circle.png") - self.empty_mask = os.path.join(self.datadir, "seed_empty_mask.jpg") + self.too_small = os.path.join(self.datadir, "seed_too_small.jpg") @staticmethod diff --git a/tests/plantcv/analyze/test_radial_percentile.py b/tests/plantcv/analyze/test_radial_percentile.py index 600ac2ede..0bdf100ec 100644 --- a/tests/plantcv/analyze/test_radial_percentile.py +++ b/tests/plantcv/analyze/test_radial_percentile.py @@ -29,8 +29,8 @@ def test_radial_gray(test_data): def test_radial_error(test_data): """Test for PlantCV.""" # Read in test data - img = cv2.imread(test_data.rgb_seed, 0) - mask = cv2.imread(test_data.empty_mask, -1) + img = cv2.imread(test_data.too_small, 0) + mask = cv2.imread(test_data.rgb_seed_mask, -1) # Object is too small with pytest.raises(RuntimeError): _ = radial_percentile(img=img, mask=mask) \ No newline at end of file diff --git a/tests/testdata/seed_empty_mask.jpg b/tests/testdata/seed_empty_mask.jpg deleted file mode 100644 index dbf79253665a0282075216c863549eaa8602e808..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 459 zcmex=iF;N$`UAd82aiwDH{e}I9TgCT_>g^^K^;r|f^d7$B}U^9U>Kma2XGYcyl zJ5Vn-P{CFKpqB)&N!40_7Q41X+a?4ISBp0~6Vm3Pp?>CobercG`GQH0a_7 z72~9$CQdFfaS2H&RW)@DO)V2sGjj_|D`yv1H+K(Dui%i-u<(e;sN|H?wDgS3tm2Z= zvhs?`s^*r~w)T$Bu1S-pOr17;#>`oZ7B5-4Z25|nt2S-kvUS_`9Xod&I(+2lvEwIB zp1O4T%GGPvZ`{1~@X_NZPoF)1@$%KjPoKYh{r3IG&tLyru_&7R?3{fk9i8Uu&4 H|K9`vlfIq_ diff --git a/tests/testdata/seed_too_small.jpg b/tests/testdata/seed_too_small.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b2e7d96f685333c9036d491878ae1f88d4701d4 GIT binary patch literal 870 zcmex=iF;N$`UAd82aiwDF383NJD#LCRf%Eivc4pu@E@&5pWAO}MVLkcsa5(ASU zBeNjm|04|YKzFi&odL?6mQqXwbzED#l4gO`Kd};u4Zls%q*Qnp!5NX66=_R?aT2 zZtfnQUcn)uVc`*xQOPN(Y3Ui6S;Zx#W#tu>Rn0A}ZS5VMU6UqHnL2IyjG40*Enc#8 z+42=DS8dw7W$U)>J9h3mboj{8W5-XNJay^vm8;jT-?(|};iJb-o<4j2;^nK4pFV&2 z`tAFVpT9u3cne5k^_L*fUreAlU=!0ld(M2vX6_bamA3n(Cog1#`=q2yixNp Date: Tue, 26 Aug 2025 12:52:40 -0500 Subject: [PATCH 08/18] A different test image --- tests/conftest.py | 2 +- tests/plantcv/analyze/test_radial_percentile.py | 6 +++++- tests/testdata/seed_too_small.jpg | Bin 870 -> 0 bytes tests/testdata/small_circle.jpg | Bin 0 -> 6462 bytes 4 files changed, 6 insertions(+), 2 deletions(-) delete mode 100644 tests/testdata/seed_too_small.jpg create mode 100644 tests/testdata/small_circle.jpg diff --git a/tests/conftest.py b/tests/conftest.py index 2f30bdd1a..34fe67f74 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -92,7 +92,7 @@ def __init__(self): self.rgb_seed = os.path.join(self.datadir, "rgb_seed.jpg") self.rgb_seed_mask = os.path.join(self.datadir, "rgb_seed_mask.jpg") self.small_circle = os.path.join(self.datadir, "small_circle.png") - self.too_small = os.path.join(self.datadir, "seed_too_small.jpg") + self.bad_circle = os.path.join(self.datadir, "small_circle.jpg") @staticmethod diff --git a/tests/plantcv/analyze/test_radial_percentile.py b/tests/plantcv/analyze/test_radial_percentile.py index 0bdf100ec..56f37b169 100644 --- a/tests/plantcv/analyze/test_radial_percentile.py +++ b/tests/plantcv/analyze/test_radial_percentile.py @@ -28,8 +28,12 @@ def test_radial_gray(test_data): def test_radial_error(test_data): """Test for PlantCV.""" + # Read in incorrect circle + circle = cv2.imread(test_data.bad_circle, -1) + roi_contour, roi_hierarchy = _cv2_findcontours(bin_img=circle) + roi = Objects(contours=[roi_contour], hierarchy=[roi_hierarchy]) # Read in test data - img = cv2.imread(test_data.too_small, 0) + img = cv2.imread(test_data.rgb_seed, 0) mask = cv2.imread(test_data.rgb_seed_mask, -1) # Object is too small with pytest.raises(RuntimeError): diff --git a/tests/testdata/seed_too_small.jpg b/tests/testdata/seed_too_small.jpg deleted file mode 100644 index 7b2e7d96f685333c9036d491878ae1f88d4701d4..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 870 zcmex=iF;N$`UAd82aiwDF383NJD#LCRf%Eivc4pu@E@&5pWAO}MVLkcsa5(ASU zBeNjm|04|YKzFi&odL?6mQqXwbzED#l4gO`Kd};u4Zls%q*Qnp!5NX66=_R?aT2 zZtfnQUcn)uVc`*xQOPN(Y3Ui6S;Zx#W#tu>Rn0A}ZS5VMU6UqHnL2IyjG40*Enc#8 z+42=DS8dw7W$U)>J9h3mboj{8W5-XNJay^vm8;jT-?(|};iJb-o<4j2;^nK4pFV&2 z`tAFVpT9u3cne5k^_L*fUreAlU=!0ld(M2vX6_bamA3n(Cog1#`=q2yixNpH=^$kF6}Z;q3@GbTmGiPBC>#Yg z9CC1S07OIpKm>jP!eL-Putwxl`*dCNsjU_LbQN2>R&=enn7H`okA#$@xP+91xVWT@ zq?Gih2KUyN6A1wDDuy;7<=yb^4!_&*#$Jg&za7buactqsM*tk>ixP;$Q z&YnA;nwFlCllz~%{DLc23;!s&ReHOuyyDN=y84DjV$=QRj!yEU$6ZglpT6wte>FfI z9HNcU8SmbYPfSitvlkXWeB>-a%PT?}AoKH(o?XC`=P-Zr`L=DR!=$AqILsRC#}~PNxDvTPy#X7QtCmv-7!L`$VL{ zSHbkCN2ca1)JZSs05d?**7zhAk%8_+ZNMSPE9g9a*%(D>vTtgMQylDMhR3u{<{WI( z*Ss9B_xf(7siZlj*Ivo>yLX^O$H-YBpd{D}&2^1o+fnC>x3N>xKcXzSyE}_F_LlV< z&+(dyBdqS=>dPkRQ4o!}PUJAxj1RWzR2MVN%;3*Oh_L9b~lS0vQ zW$7ORx)Efw{LsM)T#kQ1oxjt>rbYdn;pgf8i5uU#H0^e&RZ`fCM13|TMhK_~fw1b| z(e-8LFgzKqL*jZCnEk=o#nyN>7OMhb|<8YMk;3L|)_)ob+r?5!G0^X3afG0|d_s~cK&^#Fnb@aK6**PEFw1lGQW%tKgV z91jRpHd&)Xz+&%0`TjlxU$)kztAWvR29NAdSHx5H>FvF^efL3W`wc$S*Q;c%h`i@d3d=ut^Wr%xz5$dGc9irgUx1+6_@`34x3} z?9VjFn|`~b65mT;Im=`rJMkK%eq(c^_%Zc{#QbKnY0OfkrDmm1P2Qa5&qjB*`i;*^ z8C~BqqbLMykVFWcGP9Z1eqoTc-shyiRQHkS)NN@ zeMsw7!*!+a`{s>!gKa~<#yherE~`jgX^r0KoK_|{LW(8~`g1PAAc@8I(kM(4_Xut` z*MO|zrBnN$AvCAc@7}4P^*4{1crMPC4i5fmps97)@p6yS<+AL5aTNVxiKhaSZ0$Oh zPVOj53T*cRqbPDhAQDRP6awi5?IU85&A~ODf7s>JcHVv6Wob+}xwGB8SaiRVvGU9M zoE{lJ{QS3g^L~b4c~T&41d{=~CX#Z(_W{q~Z4J>3fso&P5(G&=*VAo|oc zAJsu(d5jF<7rW4sZHTFbM3CiBT*c!0V(bl7y&8Pa=1x-Gnw9c(9g1ejr5jamyHD6E zQICc#X#b;(%1p#P1T&67g7hS2b6HCqD=0334`5yR&u>WP8}={?22@U>TEjx3 z2|J!F8^oy6QFY!Ih0!G^_d9K6rDZr757U$9=x)bO5H~I5NM<1-Sm4SM-0HvjpeoVmit%w>zvcRz}5ZD zuXw!-_N7{JeJ+m7!d$YX7~%b=wTQIV^G@($u!Cn~YMXZ6`j4~0M-;Y^&YO`kto2xOX3 zWGAV9_0?*X7T#1>8hOzye6B_!&sq84&o?er;*hT=m>*g09i%$+Lt|0FbG%r;xy%E_ zhw5^DRu(0JkuPr*xcd##x}p@H_5PuG$W7bOQ{Gv@u6*>=_Zz79qNos%$Pqk3vPwv! zH;UEyHL+FTtP0qLk|Q(@z7E6|_IdVVn3bV}$x1%6#V=jVZU^Vlf?^Mo7Y0b%!dD~C zN5i4E6at~yPyo!()7cjb@8;4)%6M83SP|Lice_YpWlbcpJ@yI4SlgsF+w|qUTmIfo zhq-}}Gr<}5$o|>?wz3Hco>~~!4D37rwyP#a(T$K!Z1J0Sc*bn;Jcf}**N-WGEm~D% zWxXrV(>%53#njRgb>~y}9v8$tj zfh1OB*IAyy7zNr+=`cFh`F2YmbLU6?esaOe?5n&Sd!3TlW%O*zZ1w%88s#C3Vl)sEm z+=X&F@x0zc$3G5u+S`kGdH{g(*oUu+LJwkjs>WkTWt_1<@+3?1AUpefoUG0q2I)^a zPj#=wX`S}30^OP$nxsb+l?E2=&7y6*FM7mj`zS6YeIGqnG`WDc5z&F)!9w$tK~7FD z@7P$;ey5gejMVh`v4(zTv6TA2jC<4nG~D93ufutN+JC@^njH}EmY=x23h+U&wz^Jk5haeRN~2A+F+=cIM(+kmH^(pdS%<~uu&KipuC zl@PDUNiF*$Kw+eM}S zhKHA|)}yPPdZ^da-(#TKm`}u;Lw7h){0jnOd~dN>-v{mk>_ddiM zS;j88YW1j=)Z5dKvnxJdaw$Hg5IjNKzb*H{SZ{?>!l<&g}Lqw^$MN(V_C zIhsQq5t&y+wG0SMaGlP*AGll0ZzWID1|E-Fdohk&e0|5d-}OOJRo(1hO=F47?ukez zUd7)bevzmPl`=?YMwEEw?CP=T7JdO8lz@_ZKKt9JjH}JRHTBuu?Cx5h-p1zI#$6AS z?ZFsA4QkdF-l*L<2ca0QH}r!Ugt1B*<*NOHLH;z5>ze&jbH28PUqX|;t5zdb9aDex zK#`paK`J1@5$8-(0IIOBW@0)OYQte#{)B zX&{=B%<#O@trSGhQ^PQ|8WXhSoo@fYAMV~E*YnSyd;vU~DQUEHWWgMU=uR6$T%F)F z?#`Gl=bRAeRDqpieteqY2Czit>!yRExa1MfJ`0M~@iz$=ZjW=ehU2@_5p+{qv&fn8{bp&0 zw^BJ*;iPby-`XY%wmS-eU{Ff%3KWm4vZfEzL%HN;<@`UQgIRBDYaFPB9!xe_@auYL zeeaF@JsGj$`X!-D|M>8;8%TM^kmYVTg)al!?Z8MG>`>~cM5YJoM7 zl+Ptd*u_>EI_66WqRLnGeTjAZT!JXr$E>T#flH95)6<7)?`^vjW%m_hU*gKU1Vf{c zG}>}hnV%+*jY8k+Vm7dMA4z3&U5JGg-3Jm)5-)d;TARA%Sk?A4WX4nXa7)hXaZu|{ z@~fYny?{n8pZFFj)wFqNkGEj`7FIR0pe&rka-j@IdG~!FoX?F^%uYpa2sx09To)J^ zV6`wbeHajb9F>0Sa`eb}V~&?XP2 z5-ze$H+AM z?++d6i$4pOifDDn`zJQ_OrlHKjGsS&Lr)W!Hpp%!^ zS_RqgRXtL2MPEU%j#8k#Jr4=2L-U%Pc>c8y)pF1TqiAGku0c)L$MmmKoLf8R3F64c zg)Yt46nS-*KOHkGwl(GDt&@KP?nEQnkclDu3cM+l%1Pnh5NwZB-@z`(Xb?Spcc%GT ziZ=O*^qMF*J4|s-8}mVZcmtCWJ`YNs#kUh! z9$4wgLS!c;y%0Qy*FQQnxkBkcDxf7B_MNUOkTdi`X*@2hcg(MI8K=z!r}QK+h+zu_ z%+;Kv8p(%+F|vB7i(>)##-v()SEKYmMgzaXq@%*6|BzHo-0T!*Ar} z(3BHyEevXyY_6Vw>s7c4m%t{5KqKWdh`I@$qQd+UmP88XqfCzhCF9+hN~pNIiue1# z@gB(}6^(hTbW`H6qrb1HuVs%6Ua$8b4u3(b@(Kvs1|LVH+(nL-5NhIwc*^W04^kEStk`{ zZ2B?s<;0=GCv2BFKJWWK{Yl*FbdVy8K^joz!#1 zXK*`zxgQsPD}Q`$qYpAcG@(?J7xX2Fw0)c>P}$cY(&e^7#q(ccc$;fzZ1p*Yn)Qvo zVV`2?cx-XAhTh(4Fv2 z>sxiyn3+xp0dnLBT%fOP1K~4afdUP_v(w;rXbOgH0@xnhW+Vhc;A%jGflh_v1Xp!D zA}h#lzHNk(lW9rUx){Tl&3!!{k~eVQiNg0p_*T6C KzxL6>q5lE_0&klD literal 0 HcmV?d00001 From bc092894e6a6fe271a729a534084094eb6a079f4 Mon Sep 17 00:00:00 2001 From: KeelyBrown <156026125+k034b363@users.noreply.github.com> Date: Tue, 26 Aug 2025 12:56:10 -0500 Subject: [PATCH 09/18] Add roi to tests --- tests/plantcv/analyze/test_radial_percentile.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/plantcv/analyze/test_radial_percentile.py b/tests/plantcv/analyze/test_radial_percentile.py index 56f37b169..61ec5cc45 100644 --- a/tests/plantcv/analyze/test_radial_percentile.py +++ b/tests/plantcv/analyze/test_radial_percentile.py @@ -37,4 +37,4 @@ def test_radial_error(test_data): mask = cv2.imread(test_data.rgb_seed_mask, -1) # Object is too small with pytest.raises(RuntimeError): - _ = radial_percentile(img=img, mask=mask) \ No newline at end of file + _ = radial_percentile(img=img, mask=mask, roi=roi) \ No newline at end of file From 9893fc52490bf7a9c0816f4974eac1999f13898b Mon Sep 17 00:00:00 2001 From: KeelyBrown <156026125+k034b363@users.noreply.github.com> Date: Tue, 26 Aug 2025 13:08:42 -0500 Subject: [PATCH 10/18] Try different roi --- .../plantcv/analyze/test_radial_percentile.py | 2 +- tests/testdata/small_circle.jpg | Bin 6462 -> 1757 bytes 2 files changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/plantcv/analyze/test_radial_percentile.py b/tests/plantcv/analyze/test_radial_percentile.py index 61ec5cc45..5df3caee3 100644 --- a/tests/plantcv/analyze/test_radial_percentile.py +++ b/tests/plantcv/analyze/test_radial_percentile.py @@ -33,7 +33,7 @@ def test_radial_error(test_data): roi_contour, roi_hierarchy = _cv2_findcontours(bin_img=circle) roi = Objects(contours=[roi_contour], hierarchy=[roi_hierarchy]) # Read in test data - img = cv2.imread(test_data.rgb_seed, 0) + img = cv2.imread(test_data.rgb_seed) mask = cv2.imread(test_data.rgb_seed_mask, -1) # Object is too small with pytest.raises(RuntimeError): diff --git a/tests/testdata/small_circle.jpg b/tests/testdata/small_circle.jpg index 4d72e9b6fd4c59643c8cdcdc01e3e0d7b5dafe20..118658fe3b2260edf861b665ef411e37f5800252 100644 GIT binary patch delta 1413 zcmV;01$z3vGTjZ3UIYMS0A#UZ3;~m00SJG-kNuGU0N{|n@KW#FzfOb1KeE^CapMmV z=$CqY_qHA=y|#}^(XV5M;9E+tYC40#X*{bo#}0`K zN|VQRtU|25eayQRf3v0y3{bnJ%yNHAD?@4fy+sxIA^!jc+W!E9Wqu8Q+nyEiH|v}GsHHNdJYSvF}bzyZ2nB}*cDFAq-M^;8g0hN@30Tq9rMHEp* zey{%k!KArv{6MB{P6z(!RFuaO^*V6Kk*-hKj5f;4x8+nhmL$f4}|_D zSzPLp$@bg$^x|~O%XnHcvEqNzPq>17N~(ODLXmHKi5u{SiYTIr{-b~3%r6P}tHYo0 zN)Hrk9wG3~pwOea zMSLOu00%U9PsLs|{{Vs<{CCm(9pRlrR=bB!(J$t;(=48O64uvW({6vRt_q+eMGd?% z%_EcM(*-2P*!_;8iYTwo5BNHt#hw-L=ll@o;_i>)9}{Wz z7kd7o;kykA*7o%xlTm-VU4Fvpt>9K5%_z6FxR|14gm6mu+Kfl?B}EibMShR}0Ku~# z@Kwzp{t2i1aY^8xi+5gE!!L}#+5R8#RqNf^+QXt>t0Pt1KANG;>?Wg|$!8ZO5-FbiB82Clv2EXyvtqt9s z&9<%LLuw%A#00^h@^xYNaTOU8YrTQD6iS?_#kKe9S8pa3|-(& zKlU^K0D^~Hc!R_r4s_46S@;9TT6MSEZ~Q52Wk`*ck?E9{f5Bn@0N|_Ez7@Uj zbYJjNKaOz*(*FQZw!NNdJ|}8#bh1E`qAYh!F`gKRxsbduy2mRlEh4)?2~RNi>HApz z)c*jr2lik5G{5aF@dM%~_8*`9iT?lz*Nm^Vf9(GNJInLDkF`rDmF9U-ZrhFCQfE6x TJpPI(qKYV@iYTIrD6jw7^?cRU literal 6462 zcmd^DdpuOz+uxFVl3N#I%3VlAI>H=^$kF6}Z;q3@GbTmGiPBC>#Yg z9CC1S07OIpKm>jP!eL-Putwxl`*dCNsjU_LbQN2>R&=enn7H`okA#$@xP+91xVWT@ zq?Gih2KUyN6A1wDDuy;7<=yb^4!_&*#$Jg&za7buactqsM*tk>ixP;$Q z&YnA;nwFlCllz~%{DLc23;!s&ReHOuyyDN=y84DjV$=QRj!yEU$6ZglpT6wte>FfI z9HNcU8SmbYPfSitvlkXWeB>-a%PT?}AoKH(o?XC`=P-Zr`L=DR!=$AqILsRC#}~PNxDvTPy#X7QtCmv-7!L`$VL{ zSHbkCN2ca1)JZSs05d?**7zhAk%8_+ZNMSPE9g9a*%(D>vTtgMQylDMhR3u{<{WI( z*Ss9B_xf(7siZlj*Ivo>yLX^O$H-YBpd{D}&2^1o+fnC>x3N>xKcXzSyE}_F_LlV< z&+(dyBdqS=>dPkRQ4o!}PUJAxj1RWzR2MVN%;3*Oh_L9b~lS0vQ zW$7ORx)Efw{LsM)T#kQ1oxjt>rbYdn;pgf8i5uU#H0^e&RZ`fCM13|TMhK_~fw1b| z(e-8LFgzKqL*jZCnEk=o#nyN>7OMhb|<8YMk;3L|)_)ob+r?5!G0^X3afG0|d_s~cK&^#Fnb@aK6**PEFw1lGQW%tKgV z91jRpHd&)Xz+&%0`TjlxU$)kztAWvR29NAdSHx5H>FvF^efL3W`wc$S*Q;c%h`i@d3d=ut^Wr%xz5$dGc9irgUx1+6_@`34x3} z?9VjFn|`~b65mT;Im=`rJMkK%eq(c^_%Zc{#QbKnY0OfkrDmm1P2Qa5&qjB*`i;*^ z8C~BqqbLMykVFWcGP9Z1eqoTc-shyiRQHkS)NN@ zeMsw7!*!+a`{s>!gKa~<#yherE~`jgX^r0KoK_|{LW(8~`g1PAAc@8I(kM(4_Xut` z*MO|zrBnN$AvCAc@7}4P^*4{1crMPC4i5fmps97)@p6yS<+AL5aTNVxiKhaSZ0$Oh zPVOj53T*cRqbPDhAQDRP6awi5?IU85&A~ODf7s>JcHVv6Wob+}xwGB8SaiRVvGU9M zoE{lJ{QS3g^L~b4c~T&41d{=~CX#Z(_W{q~Z4J>3fso&P5(G&=*VAo|oc zAJsu(d5jF<7rW4sZHTFbM3CiBT*c!0V(bl7y&8Pa=1x-Gnw9c(9g1ejr5jamyHD6E zQICc#X#b;(%1p#P1T&67g7hS2b6HCqD=0334`5yR&u>WP8}={?22@U>TEjx3 z2|J!F8^oy6QFY!Ih0!G^_d9K6rDZr757U$9=x)bO5H~I5NM<1-Sm4SM-0HvjpeoVmit%w>zvcRz}5ZD zuXw!-_N7{JeJ+m7!d$YX7~%b=wTQIV^G@($u!Cn~YMXZ6`j4~0M-;Y^&YO`kto2xOX3 zWGAV9_0?*X7T#1>8hOzye6B_!&sq84&o?er;*hT=m>*g09i%$+Lt|0FbG%r;xy%E_ zhw5^DRu(0JkuPr*xcd##x}p@H_5PuG$W7bOQ{Gv@u6*>=_Zz79qNos%$Pqk3vPwv! zH;UEyHL+FTtP0qLk|Q(@z7E6|_IdVVn3bV}$x1%6#V=jVZU^Vlf?^Mo7Y0b%!dD~C zN5i4E6at~yPyo!()7cjb@8;4)%6M83SP|Lice_YpWlbcpJ@yI4SlgsF+w|qUTmIfo zhq-}}Gr<}5$o|>?wz3Hco>~~!4D37rwyP#a(T$K!Z1J0Sc*bn;Jcf}**N-WGEm~D% zWxXrV(>%53#njRgb>~y}9v8$tj zfh1OB*IAyy7zNr+=`cFh`F2YmbLU6?esaOe?5n&Sd!3TlW%O*zZ1w%88s#C3Vl)sEm z+=X&F@x0zc$3G5u+S`kGdH{g(*oUu+LJwkjs>WkTWt_1<@+3?1AUpefoUG0q2I)^a zPj#=wX`S}30^OP$nxsb+l?E2=&7y6*FM7mj`zS6YeIGqnG`WDc5z&F)!9w$tK~7FD z@7P$;ey5gejMVh`v4(zTv6TA2jC<4nG~D93ufutN+JC@^njH}EmY=x23h+U&wz^Jk5haeRN~2A+F+=cIM(+kmH^(pdS%<~uu&KipuC zl@PDUNiF*$Kw+eM}S zhKHA|)}yPPdZ^da-(#TKm`}u;Lw7h){0jnOd~dN>-v{mk>_ddiM zS;j88YW1j=)Z5dKvnxJdaw$Hg5IjNKzb*H{SZ{?>!l<&g}Lqw^$MN(V_C zIhsQq5t&y+wG0SMaGlP*AGll0ZzWID1|E-Fdohk&e0|5d-}OOJRo(1hO=F47?ukez zUd7)bevzmPl`=?YMwEEw?CP=T7JdO8lz@_ZKKt9JjH}JRHTBuu?Cx5h-p1zI#$6AS z?ZFsA4QkdF-l*L<2ca0QH}r!Ugt1B*<*NOHLH;z5>ze&jbH28PUqX|;t5zdb9aDex zK#`paK`J1@5$8-(0IIOBW@0)OYQte#{)B zX&{=B%<#O@trSGhQ^PQ|8WXhSoo@fYAMV~E*YnSyd;vU~DQUEHWWgMU=uR6$T%F)F z?#`Gl=bRAeRDqpieteqY2Czit>!yRExa1MfJ`0M~@iz$=ZjW=ehU2@_5p+{qv&fn8{bp&0 zw^BJ*;iPby-`XY%wmS-eU{Ff%3KWm4vZfEzL%HN;<@`UQgIRBDYaFPB9!xe_@auYL zeeaF@JsGj$`X!-D|M>8;8%TM^kmYVTg)al!?Z8MG>`>~cM5YJoM7 zl+Ptd*u_>EI_66WqRLnGeTjAZT!JXr$E>T#flH95)6<7)?`^vjW%m_hU*gKU1Vf{c zG}>}hnV%+*jY8k+Vm7dMA4z3&U5JGg-3Jm)5-)d;TARA%Sk?A4WX4nXa7)hXaZu|{ z@~fYny?{n8pZFFj)wFqNkGEj`7FIR0pe&rka-j@IdG~!FoX?F^%uYpa2sx09To)J^ zV6`wbeHajb9F>0Sa`eb}V~&?XP2 z5-ze$H+AM z?++d6i$4pOifDDn`zJQ_OrlHKjGsS&Lr)W!Hpp%!^ zS_RqgRXtL2MPEU%j#8k#Jr4=2L-U%Pc>c8y)pF1TqiAGku0c)L$MmmKoLf8R3F64c zg)Yt46nS-*KOHkGwl(GDt&@KP?nEQnkclDu3cM+l%1Pnh5NwZB-@z`(Xb?Spcc%GT ziZ=O*^qMF*J4|s-8}mVZcmtCWJ`YNs#kUh! z9$4wgLS!c;y%0Qy*FQQnxkBkcDxf7B_MNUOkTdi`X*@2hcg(MI8K=z!r}QK+h+zu_ z%+;Kv8p(%+F|vB7i(>)##-v()SEKYmMgzaXq@%*6|BzHo-0T!*Ar} z(3BHyEevXyY_6Vw>s7c4m%t{5KqKWdh`I@$qQd+UmP88XqfCzhCF9+hN~pNIiue1# z@gB(}6^(hTbW`H6qrb1HuVs%6Ua$8b4u3(b@(Kvs1|LVH+(nL-5NhIwc*^W04^kEStk`{ zZ2B?s<;0=GCv2BFKJWWK{Yl*FbdVy8K^joz!#1 zXK*`zxgQsPD}Q`$qYpAcG@(?J7xX2Fw0)c>P}$cY(&e^7#q(ccc$;fzZ1p*Yn)Qvo zVV`2?cx-XAhTh(4Fv2 z>sxiyn3+xp0dnLBT%fOP1K~4afdUP_v(w;rXbOgH0@xnhW+Vhc;A%jGflh_v1Xp!D zA}h#lzHNk(lW9rUx){Tl&3!!{k~eVQiNg0p_*T6C KzxL6>q5lE_0&klD From 4e54af6c929350677da69b06e9036343cec407ea Mon Sep 17 00:00:00 2001 From: KeelyBrown <156026125+k034b363@users.noreply.github.com> Date: Tue, 26 Aug 2025 13:22:26 -0500 Subject: [PATCH 11/18] Remove error because outputs nans --- plantcv/plantcv/analyze/radial.py | 18 +++++------------- tests/conftest.py | 1 - .../plantcv/analyze/test_radial_percentile.py | 13 ------------- 3 files changed, 5 insertions(+), 27 deletions(-) diff --git a/plantcv/plantcv/analyze/radial.py b/plantcv/plantcv/analyze/radial.py index 075c5e1fe..0efb7cdbd 100644 --- a/plantcv/plantcv/analyze/radial.py +++ b/plantcv/plantcv/analyze/radial.py @@ -1,7 +1,6 @@ """Outputs the average pixel values from a percentile radially outward from an object's center.""" -from plantcv.plantcv import params, Objects, apply_mask, auto_crop, outputs, fatal_error +from plantcv.plantcv import params, Objects, apply_mask, auto_crop, outputs from plantcv.plantcv import roi as roi_ -from plantcv.plantcv._helpers import _cv2_findcontours, _object_composition from plantcv.plantcv._debug import _debug import cv2 import os @@ -31,17 +30,10 @@ def _calc_dists(img, mask, percentile, store_debug, ind=None): avgs : float or list average pixel values (gray or RGB) within the distance percentile """ - # Find contours - cnt, cnt_str = _cv2_findcontours(bin_img=mask) - # Consolidate contours - obj = _object_composition(contours=cnt, hierarchy=cnt_str) - # Analyze shape properties if the object is large enough - if len(obj) > 5: - m = cv2.moments(mask, binaryImage=True) - cmx = m['m10'] / m['m00'] - cmy = m['m01'] / m['m00'] - else: - fatal_error("Object is not large enough to calculate a center point") + # Analyze shape properties + m = cv2.moments(mask, binaryImage=True) + cmx = m['m10'] / m['m00'] + cmy = m['m01'] / m['m00'] center = (cmx, cmy) # Calculate point distances from center y, x = np.ogrid[:img.shape[0], :img.shape[1]] diff --git a/tests/conftest.py b/tests/conftest.py index 34fe67f74..72ca2673c 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -92,7 +92,6 @@ def __init__(self): self.rgb_seed = os.path.join(self.datadir, "rgb_seed.jpg") self.rgb_seed_mask = os.path.join(self.datadir, "rgb_seed_mask.jpg") self.small_circle = os.path.join(self.datadir, "small_circle.png") - self.bad_circle = os.path.join(self.datadir, "small_circle.jpg") @staticmethod diff --git a/tests/plantcv/analyze/test_radial_percentile.py b/tests/plantcv/analyze/test_radial_percentile.py index 5df3caee3..1115a0d55 100644 --- a/tests/plantcv/analyze/test_radial_percentile.py +++ b/tests/plantcv/analyze/test_radial_percentile.py @@ -25,16 +25,3 @@ def test_radial_gray(test_data): mask = cv2.imread(test_data.rgb_seed_mask, -1) avgs = radial_percentile(img=img, mask=mask, roi=roi) assert int(avgs[0]) == 96 - -def test_radial_error(test_data): - """Test for PlantCV.""" - # Read in incorrect circle - circle = cv2.imread(test_data.bad_circle, -1) - roi_contour, roi_hierarchy = _cv2_findcontours(bin_img=circle) - roi = Objects(contours=[roi_contour], hierarchy=[roi_hierarchy]) - # Read in test data - img = cv2.imread(test_data.rgb_seed) - mask = cv2.imread(test_data.rgb_seed_mask, -1) - # Object is too small - with pytest.raises(RuntimeError): - _ = radial_percentile(img=img, mask=mask, roi=roi) \ No newline at end of file From bcaa177a3b395850702ac3dc440b67bbfc734693 Mon Sep 17 00:00:00 2001 From: KeelyBrown <156026125+k034b363@users.noreply.github.com> Date: Tue, 26 Aug 2025 16:33:29 -0500 Subject: [PATCH 12/18] return test for empty mask --- plantcv/plantcv/analyze/radial.py | 6 +++--- tests/conftest.py | 1 + tests/plantcv/analyze/test_radial_percentile.py | 9 ++++++++- tests/testdata/seed_empty_mask.png | Bin 0 -> 220 bytes 4 files changed, 12 insertions(+), 4 deletions(-) create mode 100644 tests/testdata/seed_empty_mask.png diff --git a/plantcv/plantcv/analyze/radial.py b/plantcv/plantcv/analyze/radial.py index 0efb7cdbd..7315d82bb 100644 --- a/plantcv/plantcv/analyze/radial.py +++ b/plantcv/plantcv/analyze/radial.py @@ -95,10 +95,10 @@ def radial_percentile(img, mask, roi=None, percentile=50, label=None): filt = roi_.filter(mask=mask, roi=roi_ind) # Check for empty if len(np.unique(filt)) == 1: + noavg = ["nan"] if len(img.shape) == 3: - avgs.append(["nan", "nan", "nan"]) - else: - avgs.append("nan") + noavg.append("nan" for _ in range(2)) + avgs.append(noavg) else: masked = apply_mask(img=img, mask=filt, mask_color='black') # Crop the image and the mask to the roi diff --git a/tests/conftest.py b/tests/conftest.py index 72ca2673c..411d65fac 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -92,6 +92,7 @@ def __init__(self): self.rgb_seed = os.path.join(self.datadir, "rgb_seed.jpg") self.rgb_seed_mask = os.path.join(self.datadir, "rgb_seed_mask.jpg") self.small_circle = os.path.join(self.datadir, "small_circle.png") + self.empty_mask = os.path.join(self.datadir, "seed_empty_mask.png") @staticmethod diff --git a/tests/plantcv/analyze/test_radial_percentile.py b/tests/plantcv/analyze/test_radial_percentile.py index 1115a0d55..a9a6449c9 100644 --- a/tests/plantcv/analyze/test_radial_percentile.py +++ b/tests/plantcv/analyze/test_radial_percentile.py @@ -1,5 +1,4 @@ """Tests for pcv.analyze.radial""" -import pytest import cv2 from plantcv.plantcv.analyze.radial import radial_percentile from plantcv.plantcv import Objects @@ -25,3 +24,11 @@ def test_radial_gray(test_data): mask = cv2.imread(test_data.rgb_seed_mask, -1) avgs = radial_percentile(img=img, mask=mask, roi=roi) assert int(avgs[0]) == 96 + +def test_radial_empty(test_data): + """Test for PlantCV.""" + # Read in test data + img = cv2.imread(test_data.rgb_seed) + mask = cv2.imread(test_data.empty_mask, -1) + avgs = radial_percentile(img=img, mask=mask) + assert avgs[0][0] == "nan" diff --git a/tests/testdata/seed_empty_mask.png b/tests/testdata/seed_empty_mask.png new file mode 100644 index 0000000000000000000000000000000000000000..1d301f7b34b3ff99a115e04f8b1294e4c4eea055 GIT binary patch literal 220 zcmeAS@N?(olHy`uVBq!ia0vp^DIm-NBp5}4mFmN;&ypWF) x{_**SiUK32hXa$)ga#I>GM}^`_9fBO159^>7*kzXMIu1X_H^}gS?83{1OQz)FOvWO literal 0 HcmV?d00001 From e1c31a707b1a05b93f69c34af3d87fe11cbd66fc Mon Sep 17 00:00:00 2001 From: Josh Sumner <51797700+joshqsumner@users.noreply.github.com> Date: Fri, 6 Feb 2026 11:28:55 -0600 Subject: [PATCH 13/18] logic to handle empty masks in _calc_dists --- plantcv/plantcv/analyze/radial.py | 14 +++++++++----- 1 file changed, 9 insertions(+), 5 deletions(-) diff --git a/plantcv/plantcv/analyze/radial.py b/plantcv/plantcv/analyze/radial.py index 7315d82bb..c848bd8d2 100644 --- a/plantcv/plantcv/analyze/radial.py +++ b/plantcv/plantcv/analyze/radial.py @@ -30,6 +30,9 @@ def _calc_dists(img, mask, percentile, store_debug, ind=None): avgs : float or list average pixel values (gray or RGB) within the distance percentile """ + # if mask is empty then return NaNs, nothing is in the mask. + if np.sum(mask) == 0: + return ["nan", "nan", "nan"] # Analyze shape properties m = cv2.moments(mask, binaryImage=True) cmx = m['m10'] / m['m00'] @@ -56,7 +59,6 @@ def _calc_dists(img, mask, percentile, store_debug, ind=None): avgs = [float(np.nanmean(img_cutoff[:, :, [2]])), float(np.nanmean(img_cutoff[:, :, [1]])), float(np.nanmean(img_cutoff[:, :, [0]]))] - return avgs @@ -110,10 +112,12 @@ def radial_percentile(img, mask, roi=None, percentile=50, label=None): else: masked = apply_mask(img=img, mask=mask, mask_color='black') - # Crop the image and the mask to the roi - crop_img = auto_crop(img=masked, mask=mask, padding_x=1, padding_y=1, color='black') - crop_mask = auto_crop(img=mask, mask=mask, padding_x=1, padding_y=1, color='black') - + # Crop the image to the mask if the mask is not empty + crop_img = masked + crop_mask = mask + if np.sum(mask) > 0: + crop_img = auto_crop(img=masked, mask=mask, padding_x=1, padding_y=1, color='black') + crop_mask = auto_crop(img=mask, mask=mask, padding_x=1, padding_y=1, color='black') # Calculate averages of each channel avgs = [_calc_dists(img=crop_img, mask=crop_mask, percentile=percentile, store_debug=store_debug, ind=0)] From 03f46378ba12813050c70b2966c53c4f0796b242 Mon Sep 17 00:00:00 2001 From: Josh Sumner <51797700+joshqsumner@users.noreply.github.com> Date: Fri, 6 Feb 2026 11:29:26 -0600 Subject: [PATCH 14/18] test with empty mask --- tests/plantcv/analyze/test_radial_percentile.py | 3 ++- tests/testdata/seed_empty_mask.png | Bin 220 -> 0 bytes 2 files changed, 2 insertions(+), 1 deletion(-) delete mode 100644 tests/testdata/seed_empty_mask.png diff --git a/tests/plantcv/analyze/test_radial_percentile.py b/tests/plantcv/analyze/test_radial_percentile.py index a9a6449c9..e38399bc5 100644 --- a/tests/plantcv/analyze/test_radial_percentile.py +++ b/tests/plantcv/analyze/test_radial_percentile.py @@ -1,5 +1,6 @@ """Tests for pcv.analyze.radial""" import cv2 +import numpy as np from plantcv.plantcv.analyze.radial import radial_percentile from plantcv.plantcv import Objects from plantcv.plantcv._helpers import _cv2_findcontours @@ -29,6 +30,6 @@ def test_radial_empty(test_data): """Test for PlantCV.""" # Read in test data img = cv2.imread(test_data.rgb_seed) - mask = cv2.imread(test_data.empty_mask, -1) + mask = mask = np.zeros((100,100),dtype="uint8") avgs = radial_percentile(img=img, mask=mask) assert avgs[0][0] == "nan" diff --git a/tests/testdata/seed_empty_mask.png b/tests/testdata/seed_empty_mask.png deleted file mode 100644 index 1d301f7b34b3ff99a115e04f8b1294e4c4eea055..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 220 zcmeAS@N?(olHy`uVBq!ia0vp^DIm-NBp5}4mFmN;&ypWF) x{_**SiUK32hXa$)ga#I>GM}^`_9fBO159^>7*kzXMIu1X_H^}gS?83{1OQz)FOvWO From 9e882d8f1a3665f9be33e023a8d2ae645ffae695 Mon Sep 17 00:00:00 2001 From: Josh Sumner <51797700+joshqsumner@users.noreply.github.com> Date: Fri, 6 Feb 2026 12:01:11 -0600 Subject: [PATCH 15/18] test empty ROI --- tests/plantcv/analyze/test_radial_percentile.py | 14 ++++++++++++++ 1 file changed, 14 insertions(+) diff --git a/tests/plantcv/analyze/test_radial_percentile.py b/tests/plantcv/analyze/test_radial_percentile.py index e38399bc5..6f5da3582 100644 --- a/tests/plantcv/analyze/test_radial_percentile.py +++ b/tests/plantcv/analyze/test_radial_percentile.py @@ -14,6 +14,7 @@ def test_radial_RGB(test_data): avgs = radial_percentile(img=img, mask=mask) assert int(avgs[0][0]) == 138 + def test_radial_gray(test_data): """Test for PlantCV.""" # Read in roi @@ -26,6 +27,7 @@ def test_radial_gray(test_data): avgs = radial_percentile(img=img, mask=mask, roi=roi) assert int(avgs[0]) == 96 + def test_radial_empty(test_data): """Test for PlantCV.""" # Read in test data @@ -33,3 +35,15 @@ def test_radial_empty(test_data): mask = mask = np.zeros((100,100),dtype="uint8") avgs = radial_percentile(img=img, mask=mask) assert avgs[0][0] == "nan" + + +def test_radial_roi_empty(test_data): + """Test for PlantCV.""" + # Read in test data + img = cv2.imread(test_data.rgb_seed) + mask = mask = np.zeros((100,100),dtype="uint8") + circle = cv2.imread(test_data.small_circle, -1) + roi_contour, roi_hierarchy = _cv2_findcontours(bin_img=circle) + roi = Objects(contours=[roi_contour], hierarchy=[roi_hierarchy]) + avgs = radial_percentile(img=img, mask=mask, roi=roi) + assert avgs[0][0] == "nan" From ebd70f73d8592fb27022d81460db7b8f92239943 Mon Sep 17 00:00:00 2001 From: Josh Sumner <51797700+joshqsumner@users.noreply.github.com> Date: Fri, 6 Feb 2026 12:01:24 -0600 Subject: [PATCH 16/18] append without making generator --- plantcv/plantcv/analyze/radial.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/plantcv/plantcv/analyze/radial.py b/plantcv/plantcv/analyze/radial.py index c848bd8d2..2be125630 100644 --- a/plantcv/plantcv/analyze/radial.py +++ b/plantcv/plantcv/analyze/radial.py @@ -99,7 +99,7 @@ def radial_percentile(img, mask, roi=None, percentile=50, label=None): if len(np.unique(filt)) == 1: noavg = ["nan"] if len(img.shape) == 3: - noavg.append("nan" for _ in range(2)) + noavg = ["nan", "nan", "nan"] avgs.append(noavg) else: masked = apply_mask(img=img, mask=filt, mask_color='black') From e5633e4f87cd1caf6c03784a84809c6f755ffa7a Mon Sep 17 00:00:00 2001 From: Josh Sumner <51797700+joshqsumner@users.noreply.github.com> Date: Fri, 6 Feb 2026 13:18:09 -0600 Subject: [PATCH 17/18] Delete small_circle.jpg --- tests/testdata/small_circle.jpg | Bin 1757 -> 0 bytes 1 file changed, 0 insertions(+), 0 deletions(-) delete mode 100644 tests/testdata/small_circle.jpg diff --git a/tests/testdata/small_circle.jpg b/tests/testdata/small_circle.jpg deleted file mode 100644 index 118658fe3b2260edf861b665ef411e37f5800252..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1757 zcma)6eK^$F7yk}s#tb5vvc!~#mMD4IP_yzS}0p zg#kVW)Kr19z*!hg;7}OII|Vui zR5ru4ckXvaZ1D*}8pY~ZUn{Ow-F2k37jt4vWPIS4%V{X|)@{1q=$Y&`HQV#8jjf&i zcLyC@T;1G{9`nHec+%I;|J3P#(6eFZ&R+RG9EEm?6&rfCw=_`gWTVT{&+qg&%__u?(L=KYf%pdz4(Yw&PEB_6`?%&Fx88n<)yYh~$^wCOKb)X#T;jLhZ!Q0w zpKKrBk;&}R)1hkHC=(O6-*Y@Pe39J%)7h;%)?ZSWNvmFc?zY7y2q*O>_iEq-Ex6XH zOn+{$AueQ8H{g9<@p|%epF&x`?!K|%?1Sc>vA+hR4(=J*P~Cl=r!$h0E4PiGFT@nf#eB^Nv!06!gPubX%_fwFd=U8Yk&hcj zCW3Gl<`g)|xD{+BPH>mJsdA|zyCB(FGed52`pjP?L*g09nlSF^Q&NC+t8kpqmX?ga zpImvQIQj}jUzDY28+k2RFl>dAH1$zMcuk#1!<|qrA>njc%;d*4^QIZo+(Yh@aU;7Y zX*ko|nXtL=(TCO&btx|8TgNLDBV>}BIe*s35uowL;l_h6HVUBDr;ln%9H;|T z7|}bK);raPhVzdG+f~4Kz>u*{IZ~xSY3ZZH;up-|PtQ^%Sjr9;v^Advm`>gUg({k*J@8awd&4%-$Jc zwFq4zb`_|4I?v}VZ6+i{n_2IS%*)HE%g{eIPaf1$yl49KN6C)!G6N(CsQ)DJ!if(+ z_02v*O7F*RiW_B|mMC)ri0qkY*`AAG$F7&nhh>yIT-<-aL*Lc7jeRPA^MF&7O8nf| z`jfdltlHu4B-&hIc`t#Iie1UhvL)C{5A>&Q<^4QiVJT}5`o^g#$KXxr+14Tbs8D9{ z4MCduZ_OaE72>2vNknUWLpLB*62{`Zwh<~o;53gIIl*E+U}mb9y!5ijF!nJrcXZUc zf8S#VS_ZX4+A_J9XNU<#ODe^-kQqQ?d#6NwMy*kGWS1TkYxC56U9~N**<9Xs(?9+u zc3J6eYx7={dpAZjUgActLp=p)JQj|-5M0P%1n1J6h|+_y*p=+7ww>LFmMoc6IH_V0 z-%&AHbx?2iEwk95#!BZ0?>qIiF8O!4^ciw*2=v7@@p>@bqPSqu30wiOx~swu zn?^*(J^a43#v;LMf0b@ddr{Z^4z9VyUZYND6k(s_gY=Yq0tA>yaj?vWv%GgjS!gQ8 uQa30dfSSsuGs#OJ;P~`YS0VGbY1u-e&!w5`uTGqIba#^f>kFoX)Bgii1VU{9 From f9bc66110d1453697a45882d270d264e9baae401 Mon Sep 17 00:00:00 2001 From: Josh Sumner <51797700+joshqsumner@users.noreply.github.com> Date: Fri, 6 Feb 2026 14:45:21 -0600 Subject: [PATCH 18/18] remove whitespace --- tests/plantcv/analyze/test_radial_percentile.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/plantcv/analyze/test_radial_percentile.py b/tests/plantcv/analyze/test_radial_percentile.py index 6f5da3582..350f671e7 100644 --- a/tests/plantcv/analyze/test_radial_percentile.py +++ b/tests/plantcv/analyze/test_radial_percentile.py @@ -26,7 +26,7 @@ def test_radial_gray(test_data): mask = cv2.imread(test_data.rgb_seed_mask, -1) avgs = radial_percentile(img=img, mask=mask, roi=roi) assert int(avgs[0]) == 96 - + def test_radial_empty(test_data): """Test for PlantCV."""