From 2e96dc20f444cb550414ad82dd4744c84d03e2cd Mon Sep 17 00:00:00 2001 From: Yuriy Koshulap Date: Sun, 21 Jul 2024 20:18:23 -0400 Subject: [PATCH] initial commit --- 02_activities/assignments/assignment_2.ipynb | 98 +++++++++++++++++-- 02_activities/assignments/assignment_2.pdf | Bin 0 -> 119945 bytes 2 files changed, 89 insertions(+), 9 deletions(-) create mode 100644 02_activities/assignments/assignment_2.pdf diff --git a/02_activities/assignments/assignment_2.ipynb b/02_activities/assignments/assignment_2.ipynb index 14fd1d1..7e8bea3 100644 --- a/02_activities/assignments/assignment_2.ipynb +++ b/02_activities/assignments/assignment_2.ipynb @@ -37,7 +37,9 @@ "metadata": {}, "outputs": [], "source": [ - "# Your answer here" + "\"\"\" The Question Two \"Path to Leaves\" is to find all the unique paths from the root to the leaves in a binary tree. The binary tree is given by its root node. The paths should be returned in any sequence.\n", + "\n", + "The task is to identify what kind of traversal method this is and to return all the paths from the root to the leaves. In the first example the expected output for the binary tree [1, 2, 2, 3, 5, 6, 7] would be [[1, 2, 3], [1, 2, 5], [1, 2, 6], [1, 2, 7]]. In another example, if the binary tree has root node values as [10, 9, 7, 8], the expected output would be [[10, 7], [10, 9, 8]].\"\"\"" ] }, { @@ -54,7 +56,17 @@ "metadata": {}, "outputs": [], "source": [ - "# Your answer here" + "\"\"\" Let the new example have root node 5 with two branches: 4 and 8. The branch 4 nodes into 11, splitting into 7 and 2. The branch 8 splits into 13 and 4, and 4 leads to 1.\n", + "\n", + " 5\n", + " / \\\n", + " 4 8\n", + " / / \\\n", + " 11 13 4\n", + " / \\ /\n", + " 7 2 1\n", + "\n", + "In other words input is root = [5, 4, 8, 11, 13, 4, 7, 2, 1] The paths from the root to the leaves are [[5, 4, 11, 7], [5, 4, 11, 2], [5, 8, 13], [5, 8, 4, 1]].\"\"\"" ] }, { @@ -71,7 +83,58 @@ "metadata": {}, "outputs": [], "source": [ - "# Your answer here" + "# Definition for a binary tree node.\n", + "class TreeNode(object):\n", + " def __init__(self, val = 0, left = None, right = None):\n", + " self.val = val\n", + " self.left = left\n", + " self.right = right\n", + "\n", + "root = TreeNode(val = 1)\n", + "root.left = TreeNode(val = 2)\n", + "root.right = TreeNode(val = 2)\n", + "root.left.left = TreeNode(val = 3)\n", + "root.left.right = TreeNode(val = 5)\n", + "root.right.left = TreeNode(val = 6)\n", + "root.right.right = TreeNode(val = 7)\n", + "\n", + "# preorder traversal\n", + "\n", + "def bt_path(root: TreeNode) -> list[list[int]]:\n", + " # TODO\n", + "\n", + " def dfs (node:TreeNode, path, allpaths):\n", + "\n", + " if node:\n", + " path.append(node.val)\n", + " # remove the comments to see what is happening on each recursive call\n", + " #print (\"node\",node.val)\n", + " #print (\"path:\",path)\n", + " #print (\"all paths:\",allpaths)\n", + "\n", + " if node.left:\n", + " dfs(node.left, path, allpaths)\n", + " path.pop() #remove the leaf number\n", + "\n", + " if node.right:\n", + " dfs(node.right, path, allpaths)\n", + " path.pop() #remove the leaf number\n", + " \n", + " if not node.right and not node.left:\n", + " allpaths.append (path[:])\n", + " \n", + " return allpaths\n", + " \n", + " path=[]\n", + " allpaths=[]\n", + " path = dfs (root, path, allpaths)\n", + "\n", + " return allpaths\n", + "\n", + "\n", + "btree_paths = []\n", + "btree_paths = bt_path(root)\n", + "print (\"final list of all paths:\", btree_paths)" ] }, { @@ -88,7 +151,11 @@ "metadata": {}, "outputs": [], "source": [ - "# Your answer here" + "\"\"\"This solution works by using a Depth-First Search (DFS) algorithm. The DFS algorithm starts at the root of the tree and explores as far as possible along each branch before backtracking. \n", + "\n", + "The main f(x) (bt_path) initializes two empty lists (path and allpaths). \"path\" stores the current path from the root to a node, and \"allpaths\" accumulates all such paths. The DFS f(x) takes three arguments: the current \"node\" \"path\" and the list of \"allpaths\". If the \"node\" is not \"None\", its value is appended to the current \"path\". If the current `node` has a right child, the DFS f(x) is recursively called removing the last node from the \"path\" (path.pop()). The same applies for a right child in the node. If the \"node\" ends (no children), the current \"path\" is added to \"allpaths\". Finally, the DFS f(x) returns \"allpaths\" with all the paths in the tree.\n", + "\n", + "This solution works because DFS systematically explores all paths down the binary tree, and keeps track of all paths.\"\"\"" ] }, { @@ -105,7 +172,8 @@ "metadata": {}, "outputs": [], "source": [ - "# Your answer here" + "\"\"\"Each node is visited once, therefore the time complexity of this solution is O(N) (where N is the number of nodes in the tree).\n", + "The space complexity is also O(N), because in the worst case scenario (the tree is a straight line), the maximum length of the path could be N.\"\"\"" ] }, { @@ -122,7 +190,17 @@ "metadata": {}, "outputs": [], "source": [ - "# Your answer here" + "\"\"\"As as in anything else there are stronger and weaker sides to this solution.\n", + "\n", + "- The DFS used in this solution is an efficient way to queue a binary tree and explore all paths.\n", + "- Also the use of path and allpaths lists is a common practice to keep track of the current path and all paths respectively.\n", + "- In addition the use of path.pop() after each recursive call ensures that the path list only contains nodes from the current path.\n", + "\n", + "- On the other hand, the comments could be more descriptive to better explain what each part of the code does. For example, it would be helpful to explain why path.pop() is used and why a copy of path is added to allpaths.\n", + "- The function name \"dfs\" can be misleading. A more descriptive name e.g. \"preorder_traversal\" or \"explore_paths\" might be more informative.\n", + "- It is a good practice to handle the case where the root node is None. And it is (excuse my tautology) not the case.\n", + "\n", + "To sum it up the areas of improvement are optional and do not affect the efficient and correct solution provided by Mario.\"\"\"" ] }, { @@ -131,8 +209,8 @@ "source": [ "\n", "## Part 3:\n", - "\n", - "Please write a 200 word reflection documenting your process from assignment 1, and your presentation and review experience with your partner at the bottom of the Jupyter Notebook under a new heading \"Reflection.\" Again, export this Notebook as pdf.\n" + "Please write a 200 word reflection documenting your process from assignment 1, and your presentation and review experience with your partner at the bottom of the Jupyter Notebook under a new heading \"Reflection.\" Again, export\n", + " this Notebook as pdf.\n" ] }, { @@ -148,7 +226,9 @@ "metadata": {}, "outputs": [], "source": [ - "# Your answer here" + "\"\"\"The assignment at the algorithms and data structures module were surprising in several ways, but overall, I enjoyed the idea creators' had when developing this assignment. \n", + "The element of game in playing the lottery to be allotted a task, and reviewing the peer work added the element of excitement to the whole process. However, even more important was a step-by-step unrolling of the assignment, which made me conceptualize the problem first, without jumping into the code headlong. Although as a “visual” person I would draw the algorithm diagram or sketch pseudo-code, describing the task in my own words allowed me to comprehend the task better.\n", + "The review of my partner's work was quite interesting. It showed a different approach to traverse the binary tree, and raised question on efficiency, use cases and differences in implementation of the BFS and DFS algorithms. It also made me reflect on my own coding habits. I must admit that some points of improvement to Mario's code (not enough comments, confusing choice of f(x)/variables names) applies to me in a greater extent. The only upsetting experience was the prolonged struggle to convert ipynb to pdf. To sum it up, I think it was a great learning experience.\"\"\"" ] }, { diff --git a/02_activities/assignments/assignment_2.pdf b/02_activities/assignments/assignment_2.pdf new file mode 100644 index 0000000000000000000000000000000000000000..0421d6cd35a01bed248c98f1ce65fa3a5efb6a8d GIT binary patch literal 119945 zcma&NV~}P+l&)L0)n!+8*|u%lwr$(CZC8E8F59+kvv1FtbI-XEGdE)XW#o>XYv+!Y z5zo8wU1SO(Vzi8O>@Z}5C4=3AZG-tROoR-C_C{7PJUsL=rgr8o7KF_IW|Zi~ENxs& zo#@4E3|&k`OpWbLO!@d=oL!tu4Q*jOa;~*B?YG#F{C4$;3hX@-I0tc{K(4IZy$isz zRs{05*~||~UEz;z-OVH}np#q6fkgvH0$NHW;(G1nn3Pym^xf1y0iW*m_I`kR1b!9( zKecM5mSF|103NRjU)kq&^)~%%RebS%Rh-#Nn}njcPTSXx(HzcF`c&$@Ok+|t-`;v zwcXtbc>ijX7@(viY^#YCuC7(CBR0kuK(hMd3P2s`4-y1spfkvk`12Y>OVOk^Hxa1l zZO|Q)beJ6&7du(#Uek#zGN<`mOvd}dfMM?$peNxI&18IjQj|p z5mo%kxKspyft6f{Cyul+7f1|{0D+8>uTSv`G{iq^#qkGx+#kmT zGMX}&X(_}i$_-K<8%aYSvIw_CODTiMOKDFYVtuYDmFNj4nnrAlnK(pmGyp@Sypim8 z0Sh)q#BVu44FeP;LfR8J;S4i6fo6@Ui2Cj?i(7AnN3NYua)aY5m>p7ukeH|A56_@RS85a_(pWWYy{ zJ+XUevwV+^@d*A1Js)t|&C*cSBQU!&;WY}XjbR#r76Qs91M$s=oQV)miTh%{U-{`p9_nFy{sg}q30Ur6i! z_cC1V%|s3^EaVah(dUatr{dk^GZUuGt?~S-@XwRgx(~}e)iZjJSNu9IoIDDi%{VSE zNQUDKS&cu~Uj_rdM!8oFOPtOmmKA4k=&|FY?dqzOM6l17<0!*_Ba+vEqC|7z#L-7= z?{VgHto9B%0c=CUX-O0gP_pX8ki=EE!?~^?6%x}<$1Hnk30GfP_B#m&72~A=xj&l< z%37=QQXDIjEXV2=Qrs`Cg=Iwz?dpmemn};PKTi?&d6iN}r!Wf*k6)UxH2hnpE9{-PrRI4>`UsX$kAgqAO}KMm{!Bk@DtfB=2iubf0Zc zgds1q_m+)e*Vr>nZk|z{Ap4#e=&?t5%)HuIg5-0y73B#aV@AA%T7~6%7mgG(lChY{ zO79Z9S7eNVx#vyR`*^HMUW->=C z)OJwB9Knn0wv%FM{o4@sq4+bE(be~H*L~}}OmZ3kzswLb^?TVOKRx+3W8{rF!F`QdhBG4M+RXkWKDC=J8g|Xb~!DCG8NgB|8Dp20dv7x zIOVdY~-EaiAztzDUU_fn4wiM2|Z+rWtsfi#$iw6f|R=V>hXV zGKR2JO#B>`giCSSaSmT;LuWkuSXoA1k2$=IW?oX38N+fml>TzvrrOp-s9L77FNQ#8 zq08giO3Kz?NGq9`NE_A!kxnIzsjHX^dfdyPn~SLMyF0YJ={3bm@#oy-f#`RkA_6G3 z1w^q|D|^=dj0<7;dV=JHr%4LuGp(VMsH)taIFFl8%zG0ro!lSYO{+`0?du2%2m8}{ zOIX{(KP{!|X#EV0!D<{|#cQ4DOetB8oK5ItBn38vbcBPCVs3EQ6}p`L8dnq-m^ zhu+QTT@?AQ7vI4$zcf*;GmZ9U)Mp7vBE2AN@M zIZqJWjwo5rLVq8&$)&p^=!b|4vh2T}T>U05U{ecrRTX+p?Nx((=8VMh2Qh!Jk5Aoh zceDQl6Z(TEp97gV zcg1Ynfz}C_&53wY=HR> zTKJCv69Wt5e?0!rN%sFr6&(K)tkB)GBN;{ZT~)tZM|9bx4=@xURS!(&2uu!r>~1?Y z!MmP7HlcZVt-QD(3eUo>D%Wfl42VdmAPQgP@vV|m-?ds&v*+9P@%()H`Z;yy=d*X) zy|MpkRm5pkCASS)*~EP&H}mrA>U-b(l^st%qrQo&A~R!!!~O^<@81V)i1SU3-O;t{ z({VpzKYjmZs2m^Mx*0O+@)13_f0gaO_4PG8jYIMGYjX*)GK7FDO));+l(YxF+&Yf{ z{xnZ2gZkJXaoiJn-lhn|Y9DY^`-o$Er!4=Py?^z67>@W#kiX0K^H^Qq`{nj`+OW9y z$IG394J5QWCuLe}Fi^eA$=464=5|L&(7;@=v-UN+o!_>%n;EB;-QNF43d<*h+q9Kr}rb?W9jBJ{9b5EJ9ahpWg&3hP57^VNn+615}1i)a}o$T4w`w*(C3YS z8J$47p;}(Z^4leRplcO1IZwR(zrh>l6}3WR?N;^sTz7Ooi1qzg0H?M_>?*-*pc0(N zvajv*zBl1nzb8E^e_h|-=~gWoWl7ai`dj^;%V&@;QB_ZSkn~kd6#%7J4cXEn7Bxfi zgz~81-R(2iFYj{Jui@s~Jsy3kmu{W0^uerfr9z=#fZ|W6e z`$mC)42aIW&W&0G0c(gn-a9mnCGKV;I z#oLm%XU)PA>}+g2@|VZU=It(LKU#}`Rs}3k^F8*#+d3fD3c)i37;3m(@X@*UGqz#D ze$l!Y?iy6*1!8dyZQL}e%Q-mT+3n6bt{m#76eKRcQ9WBcON4FAGKf5 zI|W@0A7ctfKI|4#QG1St4LBA~l3VSgZ!9k+6 zln&%o$vyW&xHtY^Ke*9$?l`FHu$yMWbVX&)VCY$Jo1PD1qJH&kY9NbRtm> zq+z@(88Dlc)<4smPJ7D*RhX5(8ucE!a0ptz=BwKL9Ei!lRBW!(fcpvpO9nCkP9> zrAB;f6*_26nc1p41PUoSjb#$Ec6vqT6w4bKGrTKXwDDmq97r(i14h$4=eogI92Sk1 zRK4!Rm=KgH(xoe@Z=%q=wfN+xMo-$UWuRym#!^`6?VFiVX;lthb1fGT)xq02V=MzDVq?|YZ0KrZMM|Lxtw-$qFPAeGfg5;XrEF@ffp<< z)iO{s7yy1%IDR3dU!yQ_Fke%@N$Miac?nBawNyK*mDmL=z1WmD$2q2;8eb}-^h}4$ zJb&F_kSUbP6$eYSj$od)JR)Y!BM@Dq!Qj+|M>F!k*&aI?`Y)&pcgVF#k_C$GDEK3ahwmT=gAk7VL#AzO<2)A593S&a%MlB1mM!k4 zTCZ)7&Q&ym#83~f9cnMd!GWQN4CtI2=NYaYVXSF_RHVoHfx>)Cl*iTXVL&kquKi`S z$55F&rFAX|LP_IgqnfL|z#=(Lt~Oyq1?R#L3xi&n8Px%-8jo76DG(;sHuL*bTh^LH z?mjREtFe|7u^dU;G;v;?#>ieyR&F`2^earG2X+A4q~HavA0e`N!bB8Dp(XnLQfFOZ z6vybMIm-RNOo|goh^QacLca%=&9-r=bE+VoNg}5__?Ji#9x&0OIlzP|;AK&7Ol(|( z!Bhu1mgA8f_uwIRslmN>0U}!^(#h$@$iL!;B|o5S9$Pdna6>CLM*GpVsbj6-sB%^+ zr?!4c&sEu{0hU8^O6-ZOJDo9$qISJ%RPS;2Sl+d7bY29w#*)Y@gZ~AD@@$h1$r*|l zG%!)~)H+Ucn(s_k>cqN7O>qKrJ7_4jlg4fk)o zhMC%5Mk!{uC4-Hf`Z$#MC9w*FqVoDn+R~3DTK&d*j7=~$sg{xB*cneL&R6p^7 zxxw&AQJr*-X!Xn#oB~F@uTl$#_rq7FSY+`qZNYGA&tKe#q&bO*R0G)e^Z2iLN=`put)>)o+it3A;y_@GrKDt6wS74hpDSZbFf)R zJS!Gk@_Sbm!-yeiwO_b$jiYN@(kE37T{h7c+uY^#l7B5+k5-PLZUxEmpjTw_jsCvf zzn|al-|XKnVzt$=BxvNBHwqThq=7qeDyo|V<``a>G#agxQ>ePi)mD7`fn(x7?pOw+ z#}^;vrZ__wRD@XjOa!dl%XS9hBu{XStkmvxG25F|f+n-FW3}&?-NDQ#?E=UY=6wUD zwlVo2JlL4P9f6SAsWUg_*S8ow{iv{d9M8D$ntRH#TCigR79f?me0dfMkDhnZO+Hg% z{PmgqcMHeILXpVBV1++*hD(3$c~Bo6Egmum397FOjIcTYrBT6$+>IrbP)P@W-8TD( z<(P;ZqCeDId_lrLKRcI^;X=!9)d+&GwxtC@Hz;V289a zT}~uw=#|r^hq9>E!Z7XWN6;UJP&nXY8PnrKNZM}M2tgZ30v?AD*jpGNOWZh6N|w^j zqur$H*N$MW?S!>yB`E_3B}y7|nS9-6F)8qXyZ5R^Z6F?AR59xH*2==Dk{=kA!TMm6t58&=0v*`zim{1D8w5h@C5fsiEr(AN z_F=3u;o_Ym=u!<4vMUhOMVQ+kj3X{|q_kZ!%&kZz%a5InlxldlovAw7(096+8!0l0 zhdRH8#;LV@Kz`nr)>gEETB{t*%ap1xBQOSo3aeX>I*jxPNB6Ng@e9-DjKh+t-5`Wz zLh~By?1~C4rPQ{zFm#Y%EwAHW2ebjSgc`7$K|Z3|{RYXluuq|AQ&YNGT&o94%Ka#0 zYXtabmU)jj<`lN&VO)bWtib8{(Bw#!5n0(*?y3;Td4zT2D3c#0(YiFHwdOO`DXhWB z;$$yISR!$J%O0oA)k+aHXDTfVj-1@R;kik2CZ_pC!-2u_tq8&{CzPeys67`-2ZuY35o4Ids@vw5>h5U!Xz%!)Y4dLw`-_g-QhiB2M&J_#}G-9h`C zJ^H@t`@@q(FOA z3?&QRtaqrKr1D8q{kZr&Wa%^4lDwh3m4UYV7S6(#{ZP`kyII$x;n)gmd zSvK)|`LWta8n@ux>#@$;@BQKZkY6wBC;V{QAA3F`IH9)@D11fmaO3XveQ|oX*Bbx# z<8Wc?AJ1BWPBXu|ugBO{NOSDpj;@P5TbQ;8PMEvwjy5vh3M>eVzXw@9PxRUI`v9H8 z-}L;l-IA7FmTM$&;k+q#kjcMt;TErsc}vt?78}HI5xphmA#@x+Ofb#qZ-M1-zbxW8 z@L%q-%t~45#Vzf24DHhGvEThIkDMTXVRJSt?og_w(|5^YDLtx_!Of z{dV~JS&Bd;_&^0*0h3~0*1BXt6g>;IdPG8wcvr^Qj6;8NZ$WPFK+8JZ{;YR%S3?wZ zetzk#eLe2qq-SpevI$`GoqI+>#gO$nV9Ickebl(sfd^z7@#vLNdQXeTP1WG6Eo-1uw*GqLcsyW4C!lid;uGF z^ccwj)Em<1o<-N%=Huh6fBkebydW`7C2hfJB$HBWb_ra9Oryyk()Iay{e3*W@b{TE zW58aSL=EOvfJxw`=`6$xN$Tbjx5Gl)sDcyaKCE8MIQNQ0-&i%a5WEN95RWwgXMNhL zrO$=3cWRrtyJgfdLu4MUHF3uJAx$e68`p+yaAj4?SOYO)Nw$4);BF-z)@YoULK)Sm zCy8$&I@Qzg2HrLl#MP#bFpoMypqN2w;E-z>8|c56u|)9%p@aS9$Mn4Bi~s1T;q~N+ zA*NW;Ql}Elv{Ucj5@DbWe%X&uSGdSpm}xx20WafVT2MzjR3*U+tV6Y(4&T~)0`FK&CU3rpw{%nXce(v4 zC=jfn?qx@bvv61MYAUHs%yUYsOAC!%4v|guwEw$H|4P5hA4e3Y5rOx!FQ9o1(jcaz zQQ%53CS6y}D2vq~!Bbr!l`#lpLK~RAc?NcCDpe36qDpg)iknhMv-f^}{62X&Ys`}= zy%!}WpyQ$-Rc@WE3iKC7}{q!SnAzf>GM7|MkfyPHXPobJ`3zBx`o(G3IkOvZXXInj*0m;j5 zM3K5%AeI21kGD5Qm1kmSfwWbw#)}7290!x5L?#aUt9UL6y08Qj2K#vFphJ8M<BjZd#No=@#pjcmG1kvNT0m53387WheIX zfXjox<1Dm>TzOy{h6XDNt%z{ZEnFsacsHGi%n~~ZcAvJ;l(U@_XTE7^mXzKr{${W` zWAsf5kx5@1a)|U#{fthwlwpYg^>TMxBz0mQX}zv&5f>O#XsHC{j-IqiplGj{)S<~SZ0H`G^w_+G-wj4Bt;wrl{oY~lzAcRBd*_Yn$F@+ODickTq?D% z)&PQ~=1l?`JQDo1%-tAaN?MSPyd|1oHA6?^yrtV{94Kxl4|I#NE=yTjPQC~%8rb?f z5f}`cwhnb&l5A5JQY`W9vfA_$TwMr-JJh^}((=&BoHesRjJ64h1l=NfgkFv>{rjyX zM~s)tvxHtwDA?8JUUctHQw3vQ6iG8Ii7Lt^;Szfg^F)Fp+Wzul3dWEeOUFT{qM))> zcv%baZq`XdWSs{4(RK-R{9o2SR1(r@)9vA@lv`tX`672WytuV?%~eWlb<`4<8rl#I zsw3E-C2p`v4sJQw9YYFNnV2z`9-irJRv1ofs_4%JMx`LB*RqO4B`rZyQXh^*z%m$2 z*wqg_^InzDC07Vy~#ikl2Jq!+4DjWxY ziiwkyjD~V->N7qC>QxkK(AdquC^`xhXPw8Hw2WGL*tU%mu^ne5+xfz^=m@rFU`0Ip z`=!w!GI7h4Q4IOifE%?~D8(>oG_fiViMG6*9qbryIa7#=Z`w(dV_+Z^3vj7~ga>ZK z3O&I59y4L6^SgUhH#{^~uoJAls0=P4m%3UVg}bNtLio04f}Yc)iBAh5O?*Wl^C4F# zkeAp~vf6WJiO5J%x4yL4Bm$)xUgwtLZ;Flb>`l>!_VUy|n9GUVOo#41kpt`CGs#Xi zF(W=^;9s|^851Sm*I_Zr_{jA+f=NT<(raU(tIBU-5jhyG$Y~aLa?gCL2NoJ3 zcq7}pEk!5^<2tU`RifnkN^Q~%UyFiBZ8&uyRX}Gw1CZ3(>;6N3J4lTvXESi$5ny}B*K@zwn%K; zT?YY?HWPH9j1sX`IUW(pZj6qj!OetEj6_KLK=W{gWVlV4Yc^0l+o%Mc+auLWLsFD< z?PS$SpkFzpQ<>$yFvQ#Q1dvnKZkaeLEErHUPCboR28mC)zcNZ}OzRQ(gbs3B5>75A zQlf%*6^)~+M(oatkOZ%jOc@H<8(V$z)C878sE!uY$6$rF1C!~vl;|Xn>w#fj z)2zvMM@a+eQmbo6xvO8ZK4*&3vA0A1peU5am zJm3(I!Ar>FCGJh7vCP(Ekt3@Uyu4+w3DHqPduI0aYmPw%pEGRL;VyXuYy1xP0R<(? z1d`OTC4!VLJ0V0iySpF6j)1hP84zyoh8gB?Ctl+bWGgv6#Ja2qJv2DD`9`kFk;A^d3g>m5t?*WBLNkDXMdzxuN>SY>h~g(%xfY$Y1K778 zM+tWOzHf{d{e62s-HWkZmAF`F=PA9cd}Q)xZ*P7+L?0)Odbx(x-VNZfcDL|({QXzk ze&1r(zu(loJDk>VpL6|mjvJTzV3(gq8)o{x4sL(a-{5!TecS4LGJN1GsY*0jGGhnP2&XeXXO4_(N)C9q_X&D|GXS9 zS`M(U+iTd4!fIp_37p`na0WGcdXH%Be*XetTx?2-0XjN8RmvT!^zun=RL*O30G|&+ zeD)do8_SBIKItTf+0`)d#`{i5D7Mx-&tz&%~9dK+`Cn? za3i^N$FGW6;+vDNm6K$o%WA7-W0Arkhr&sY6?j2pm@5wD^gHv!0nq}WXT{djVq*c% zo^CWFKA0uswl2j(*0uplHvvlzV)|<(i&0ul>mw~)DmZxV)SJlBxb<%{Cb1woh-aAO zhrs1&+>frn?(Paw;odc94wxxi*Y?(=__hHH*8xh8KY9X|$Y5GwV}r2+R&~HJ)4tof zZfhqFHI#2hgemn0jzK-c7AGE)%i#l(5ag1`xO@ED z`pHrz&TzRlWs5v>i>RKMtoX@hc2|mgo{CUAb?{EI1rZR3i8RMihDvj4`(j?|v1Rp> zr-_-{j2I^SS5xDHSHR+j(67a|q4E(Z{90yGXjp!N1`4YQy@La;8PCpGCmcwGY@`Ba z@usc9!6?Y&*!N8dC}WO4;PSzR$b;;AaV%yW!CUj}i-I!Z5eO#3p#t#Q)OV^4O4}oN zw2)vq)arJfPuUo|wl#@ns1v1GYD^|*ew)Jmgz6+r@1{a=m>~F!vzU0TOzJi&?b|{E zEX<1oEMj&s?=8f$_Hy(-EEWevJFl#iDlWuqVu$UzQe*A026lTa_r zw>XTw3yv*+x3~h*%kiKC7JruLwvz%WC9P1Y6!JEp^YILXK;f7ZYZ1_-BvNe#|Cmh5 zWG=60FwT)WmbPdGrlKPup<6;8VQ#0PV%26F&&Wq3S_sX5)$4K(^3F{@sHuQ}s_Zul@ALKh{C?c@|5iwMXis;zSy~|j%jmnuUUUCbXz~i3XyGZ! z$wqb7AEIoup*e-@gf0oip*2|}sNrvZToTo{KlMXKlGO)( zwwnP1NA}Ndm=LqAz5p_zgXdZRq9rHthIFQ-lS0lqJp4L zs-Sj;fK-kKA>{Q-Rn`M(G)=mjj77GXOqrUA-(1A#O2XIStThw#=Z2x9950J+d% zTxo0Bb3HZwIo^;w@j?|$Oct?^FXZJZDYW4moP^E{loC>^73u6krIcb7fh&Y&4wh2u z0!sd+Rb3X42#qAPH^K#S6|@=wRF!aDf$Z9tqJth06s*dEcA#Q_om=uOzS0AePzzj423q;YRtJ$dS`fOt!$uE1=MTlR)(fC zrBGU)2xmTwXrwx%*HZGIdBXxL6YR~-<{iPO475naSpjfglA*gvm?|_&Un)8#o%mK; z#@!@!^d#jJ1ckU$r498uw9A`ha~?P)E9H61=G+^KZ|taQpk&Qk@Ed|wZEDKFQV*du zVqF7Zb+wm-n@3;~XihTx!RKWyGc&=0& zfo(-FGjf;GWe;w>%Y)wl9Sy|0+{%a}sX=kHpd7l;q8XRwA|WNMskEFV{Qd0Xn}{zZ zBXwh=d#U{#$3LERQSKRKE+wn39M5qdO>t)Eog5b4m=7sXQ*PgDdkURRFy-3T)h4hj z6wnuruo|%X=t&5+FN$-@QXJu)Bu5Miz8)}>$g;2IA7B^k6U}O+v&<2;vIu8|>_P-5Guh?n~_sXCt-OJ!U zb&7E%)6gvjO4I3uNUk!u3MeDv!r5XVQ)?{VoH&xPUk9YI`WX`l+)5O&IPa^XsBTax ze<);VP{eYGFjX3RRRf<%kT~f~9!G0i^oFibIoP zj@Rq*U+?IQ)6i!&c-ufrl^X2unAglU#U2F8?9Yp!y*VyxL6<9`)>R15FOcJ9`~fg` z>7w2W$XdpqwdpEzKQK)n`J|@P!W3Q6aTDrD-IuyD)+0@|WLFwWCIS|w>S;VPtV}+v zfF`eHdmi;<|Gmp0n<)ETQA;;*CGl&0vqq?l5xm;<+3Y|i#1_osiOl+GuC?~~+7FM` z>5ZmP31ucibpmE|pb{$bz-@3hk>cWsYIRE#Ji}v((qPOs?S8vDpuG%*?6R5uuL}U2 z&h`qjgo6=9#Mruccpoaop?+T<`CmvysEFxJ)>e|gMj2WUpfK}k7f|}Gb;})YRE@0_TO5OK)4X3 zn;(}&4{;K1(;{?}s_o^Phl`t_)RVB`5^0Q3nG3d>=g3aEfr9IfTIkh#U#ob^~ zhF#<K=n z?lZd6I;OUGxQxtJKhoDppa~XzJR2dSJ=5#G4(CZBv!6wL6BGr!af*FXa^6wLC?LQv5!FvR{>$~w>q_i>m3`9J7L+ah-w^YEV(|YWW_C7?|5L?g zV*7vHUH{h|&cw#@KOp8>&CR&OF?iqGf5hAlen8n&2Z9Z+krYch2BKM#=&Ny5$j;o% z4agiHu_Wxv7gm!@t4Z2KD1&ctrBpm3@{~xMj?4PX*S(pq$M5U&K5D(_yUG6rV2oYI zl9MIeXidyoJGos955MiR?B&62xY*A3|2jQ91lWJ_BgA@oU4%Ul@|EY~cb$eG5prj> zz)nAYo@~#v4^2OgiVMrn_VM865%f+v{d{~p9Dh%qe^bO*{eg12SXk3IjA0+xtFxTm zae3R#2F?e)c|M8Y4uq?7<5+R-nlm(mwckLw+x`5EY1|xH8bTIkhm|Gaw8)~^WYuEr zSBjP&npdnL^^j0Awhd=pp9t2A)hK_t(9B2PXxXsU#+$m4EB;0=UR|J=sU>b~XU2=9 zk8hv^j%I0Y1tmY&*0`g<1g_`J!}!E&eW1A>W%aO&FXxU03SWjyy`r!=KyJHlFg(2h zBh>>gAx4M*TeJ8bUEmuB-P*ePXoRe}ahWy00}E>!x+m>BfX2j{2GiC~0*F-I7>V*Y zy$P=B0a@0s>~8b(;Nj(M0^OmyaW#@>JxW(83r6OG+Qbo-y08f8akx1P8 zJ76NhuR1aL7RDIjST7RUo0>-Tqs0cfo^?nTWvbaf(F|FFLJaCuLTQAwXZSK^&7t_! zk?i=4khn0=q&wt-NA9iWK?%!#Q}+&MW6R1cbd z4^e+G@M_mv-M*~bzMQg| zMyW62d3u@VVoN;tp)F?O97rF6w~A2)wGX14SEpsAADi|X)!teBD7BQnQDL3qw}XEU z38oF(GS99<8-0+PBtMjkp(Lw@s3WQ%KIu2FJTN1L^pI2|YTA`)yPB6PBzMEVXJTX) z@_HW-lM9puH=bN}0BgXyTLg!HIiSvElhqMpSva|@;h(Kp+?;aNjIEXIeh#8a__cy* z(`G=GPb3%JHAlC4QNO)zhl{(NNG@3MS8`I{w0W+Tu`XV1Z2J+rwNMsDZ|#suERr zl$ZKI0luh@k=033Es|TD@+DQwUbLjv*(hQuxJOLf;xEDMV%XC}Pjk3yXfCA-xotP`5LVC-hkIax=q^3XlI@i{t z)MjI~y4)_hYYYZs`2(CO5YR+T*r*)9K>F~45m~QS;=}1_f?RvYssNnSwgUWmJ+78R&pkCX)yw z0gcIaVV9{*52m@%jyF8lI(>%o&OTGJsqg@LdjbT?F2}~D7vbVp?q3){EFZ4Rg_*CI zIYl6dljf=?IM6K7i!K``GMWpwBgD8XNj;i{^{TL;?bCv9g^wDRADcM6Hf=mZm5U0wOXBD2122UTpmSfo6(+@j@w4kv0mIbf(Bx|5|Uul zyj;V*b11b?y^&lM=2oo<_xT;}?64)ZxyQMi*T><>okZ3AK1f9rKOu^#`xLG`u?C}d zki%Xgm2QK2?ZxqRHd{?l3ZVT-_1&RaCK+!DMUeTT#V)CrDc~Px5SGsH1BC4K^BOYn8cE;^G|`88bS=r&>3Zwpf1<-bNse=xg9CGDEpm}toL1aDpdOXU zDXw)Qbj+)I#nT%{8>=4qbACJPUv=w$L7~I=_vKr@UDshwsxF*GQrKH9F?c3QE?6S? z^0H-$?n((XfK*TGI?et%Q`eUn0c0~&)OgmW2M*;y8Ks8lN|TMtYkkq&eK_s1;^U)D zbEm#;pDH#TOA27NqMNwA+Ev7v%h`JsZIbQSOyAV$`Sq7}>xVaNqrpl=tSDEg+a!pT;{7LR{4XY9;QYT#!p!ntnS`0; z|Bp%jcTXE5AuAIb$N#s1ZCl;i0cRPV&s}|^l}xiKk9s_49jYfFdud{k9almem_buvPnx!P z*=duKa_k#85KP-OJ%BtH!zO}e$jG+GVR@a?nJf#1ImXokYC-Q&PTDJ>S}*7MZ2a`dpWVq}w=KB%S2EpI5M6 z(d^+aLa*Txl;4UXUl8@6;PW14OSqY!5SG;GD-;v0vVjh z8dWCcaeKZJabGC0eOQ_I8#lY)RTaZ|s@w0_S>ehcJdMi*bY?ayS*k2fs$53ZdtOBA zUvA*aXA2AZpXPx&<{uCs-2PHzv$EAiD`#pJ*Id7_TFO}s$(5$o$Q!Vm&cDQ&-nZI~;vx7U+oN zTUJ-~R$VIAT>dt?03ommPMT15BXUziU^Z)nIt0BXFi>p^6Z~9P?PL;96H>eK%Q?+S zXGjPh4W^U>`4=By_&BvfG_6bXwDjh&EfO5rB7)qGtRnXMP^lyb2O4^PhfudyxqXH- zlbfG}%#&{7+fs3*QzEY92jD^{Z^q&_HRl{@Q@uRe1(H+#b&2a0cvv6#X?0SHX9?J$ zDY{Ei3GM^TB^UmfY?#bVSY|9OqCB}Kk!Pj#CTsu4!KQ!n;v~F}<gvVIM2q}3j6(y$Z1*L!KGR590mS`J@+3glqO%p6mR;8T2;4>9<+#}rb62| z^lb7>Vw3NgtPd;O&<1ivLwaV8_T`rh8M_r;q+UCE*_qZ+j=tIjJ^exN;YHoNmEmdU zyIPcVOnDXX_h8(|oHC?@+={3B9DtuwX^vP+?+}dpn`xAm}v1>Ij%K_Ad9x zWuoQ*BWRCnMAa6>zT)5)p%LVQyuy_xeL!Dx;bJxWs#f@F0>DEzHoXnQUodN0t6tsw zpX~o{= z@PsloR@!}!&Q5>xu7_Z)%%4T)0RNKS74gJr>Zp~k2`$|TLq1^vRCh+H7Jk@%EHcMZ z`Qa^H0#Ki9L1!t!B``lcb6nYd_WM=a@fQbtjBa9~Fjjg3_iup%Chf?{koTvfRPATH zC4#evPGPFB$ z9h_zos-0NQ_7?JVI$+d&m24pzkSsaPc>LDY#lHCuT@pYK@CT>t2A6+!tK6fu>=I8_ zBip=R?f1OB7iN8W8*bj|9Cgj*&h2^&aNmljJ#?qPU%&nu=5LbHjgrePhyA_#3CJ4LAbsm%wlP01 zx00jZ^f0c*JVh=|RH0Q(00|?_JTmd{kUFXI92%SsC0&|RHi%ERiprEHQ=`Cx>Xird z;l^sVwf3?%GfH17C*=-A_$A>cpIW3E8L~7oP?ch(88FKk35~Fp93H2qqd8Zh5c3+^ zc|7g*r)aG7`tD3?^M5{_UMEv)+a*J{a?ti)v$=M4@YsLE{Kwno{=nZMne<1XOI8ZH z;ow{(P0O5xw$NX;aN275iY_UuQ$Kr5O;hFsJId6R`jM(LQvVjeC&ued$YEjNx#rUx zsK+5E?_m3IrNL6S7_RCC2wMtE%LZ(C5o&ht)~MIazO|rN1~RU)2E&*7gy?KCyo8vl z9`LU=R43}v0LEwOl>m#Ys-0a>zx4IpGc{_YVO~p{WP}fe0=}}Wf{=y?W0@L_qKHx< z!+ko8dP0;V)U8~&GGxRXp)^vMVT})cVzx2lqi$>L@6-Xr%QzsJxg!j!$FT8NUhf-{ zg#+`uy(eWoiDNrsKe@5D3FeY}D;HMu zy6g{awNtNlhqTg=Xzw~~BG)6|YLwzFWW(H4SnFOU#F$Yi^pWoK6XP(585XSRJW?Ry z&7RW!Qtq=O*(bAh8=H6y%{AND_!$qLJxAN4eY#)ctJ95qu*OvGyAwXv>M8Oz{{Y<; z0JyH27DuqB&5a~R3vM*k&9h#N6oveaB~|Hpk5;A~==t}vI2q5#REe=_2G37q@~mbw zJKKG9z1>`XBq+UCfs4AkBkfA!_NL-IXWN;4KiTtYkms4<+4PGTq`GTXR>Z06VjCl@ z+lA@IDU;V&h?4y1@5ZeY;)>tK(!KoL;;*BdQ-B}77EhJ2D9jvD3{U`5i{bqj!jn5j z2>S1jRDS#!!_!5FEGuAsPoSa{^rRHToFOpWP9QuN#Js~JMg*iWV?rbS5FTj5DumIe z!;I(*WNboNUvwQ7P_Bp5P-zvgFBP$O_4&3`is+B{8pT&h=WuX=-I>3rYZ6UEpISHsHAWy}4>kW*rLW2uas8<h zK`#!$-Q6879^BmtZowTwaCdii2=4Cg{@y&h`;+}YyIb{AHFc-YbWbKIb$q zJFmjVG4riwYZ2$TP3puRJQ`neS_bZflo4l7&C2NQ^aBfOqUph=g}wH*TP^50_N~DLX+eh3&Mzxq zZi8JM()zWR4GSx%JDUY?SRNYs94MNt4?=rB$-;NW@`KfBAr+3UWe&k@uV!n3Rjoc zaIodotB!~2Pgqp+V^(x#~@^2D-JX_ zH3J<4fQm|vz;CL=9H44{P7lg90%Rusk7qkYIM9RIKO%|$0yO^ocK?*10jwPVM|u*S zxH0PhMg-q;9+9Zk98!r#jn9Fww**Dz5LowFG2xNw1ajowc)lb}lk*IttnX|dSuD<>3 z1A89+F~_`2Js(#q*=p4n1nc@s4{I9(Q=s*id^}p}c9vMP>aL513oMG9&NMs{nG*-O zw|;D)+9{F_jAFgez2&j>jP~4la*SkGz(ZRTaK>mQKW}!<@=0+r)n1fqZIK6_#lOmQu6$x32gvao_*& zIR+&sL&rZ3sBG^9{L3n6-~jydt^d!iXKwG{C}d_}|Hq}I4gPZ7PDIRA(DDgV$em{>Sj z|FghM%+ATi{+|WVfB?+@Dr%f20+qE^=L+pYw)$Y#3`rV2?5L1L!l33i&NQQb=M?7}MIJci21{&Yb8o7P0M!(MEPiR|CWH3$+a&R?TxO4gmSP?rT z3Hbg94Jd(yv@#v|g;eiY1Mmam;K*j@Xk_Fk_HC+5q3y)5GC%bNf4S!ZV?n6z1S?Ke zf2ZxdoaoeprJ=af2fOf@e-ZOf45+KYQ`h~}iMZvfOT54gL|6M>N6DWR@LIt*pqJ(2 z0|@k$86_Y%Y1Lnhi;KzxBVwbs)&;|(L}mc%?IQsL6R>=GJ=b=Fh8F|d=fh)iad=V# zfMrLdWvucU>%B58&ilU8K#Z|gHPl}}@r^)nC%?OZJ@j{tPOU6;p!@;l>;ul_uDf{nVhV7w!qmJT zpOv6t>K+&x(>*gAWNt|o{Fh_S#cU1hV+F$jxx)GmBsx!z=7@Kl* z6&d~AsX>Fx|3FrlKo^lMNBr?BKvK!(nw^SOiN3MF@fP8l;51)>wpwO@r_M=WiYR$ekJ7s!nV?PNOvNyq)OgK2`&Of zTtk)=mv!an4#wkEWl>wrfoGOPZfu%9hrmxETgK#}8k#m*i0knuSw*EzEni7d30Slr z3#6!2kqYct!i^e$^T60Oq&(7rP__f(A^laRVS+@xQEWp+SGdM@3`?e+!A?;rW1F#ye~lb*UL+V=%vK z#Cx<*Q4bf@=h__?KQ(5c)#?~Wi!&!<$yRMzhCBffh)ZeWc|LOu8V>x@@bQC65v zpwI5dlnV-LV%azt!LpR-!pD#PbV|l3@lqn2V=A8HY-h#wY|G{8C*>W&7`9{ZE$rtPys|avxtLxgBKnu+9#cZsP;VIQD(55IQ!3?=eXi)a z&E(swWYd)4Nc;fp0KRB^K*Lv>@QlO#ZXF~W?UgvkuZL<6oiG)pmFZH|Q`lRFYCV7+ z)0CW5maJi|ge<6A_#`abT>+Oyz^dSQMQaG+1awc-I315k#H`zn)#bd@h5PenXcyP$ zU`OJYvgK3U3D^WvtlrWB-0C(CT4HQ`I;5^54pZUtLg-bu+n>dggKK*|bzFqjV0@tf zsD{pMw=6mcE}vDg9-EmrV_;HfYpyA`zpo(`JBqHT+*rlfh1;0*a>unWz)E}D^-zq+ z{q)iyPRRAw#M6k5rY!hl*eO|Srimk@oyN^YdD`hn*@xnBKFszrsQlQP%w?Y6IGz#0 ztk{y?>V6TW(ka~C^9>elct597SeDbh_<^F$Nx6AirY2jjzgY9-^MA&3h=t zx0HPZ-$?87m7nZk6&P2M3bZ?pyy-UKH@HxmBHvVUKjg1l{n~QQBsxQ=t{Y^D z9|yj;e<@Sr3;TAHLXJd_O9^)lk#Ocx+%yDvC9wI!*!148S6!);bhmxew&$u%csX57 zvaVP8Dd$;xHn^FRJ^+TQFWElO+0eBR!2tdy)9`5(@pOFE8`JR99+8pRa2*1yvX6NE zJoto&ebvfxu$<0Qfq8i1<&L~$!_=%tG}4HisZ5L}X}QS_ZOGJF^sKAH2Crmy#*DW= z{*2tbdk7ux5dInz$?tdr*Uh5~Eix<$?=UtdGht~$1$Xq#kYZc-*7~30yf+ltD!99^ zxLF^G{O@Fkoq8}{HiSN%*T&#O>yg#j+_&RTY^;Ip?@u2|FPR0#$EhC<1SFlIC$gfm z>N@xr#2%NU9g*ek@#TNTM6Sp6Wo^sV5I-Abo^2RC!wslC*x#{i+3EWPPn8my)$}Z( zCy^tTc3Cw*h=VsWH`)`+G$l#;Flhv%hIXJ146=-I;Vw>?ziC$?)e7)9i#Jq;%tVi) zqIH&_-MitT0GfCU#=-5_Da#sePBDK zp2NJ%z*l_t})I$?kn$xmujT_r8wn!oP)G# z@j)wVK>R52kzXo&BK_#1yz&-LwQuNq&LzRRB=RIy*bmIymNN=kuKPh3M!8qBirlI( zK-(5-f>LE##L6u;S^Va4MbV4vY!{PdQbQvLp+r#UP1#&eX4G`_TsZS>MTZToEKH)~ z?vN849$fw6M>AeK17`vHDIhnOy_JJs(@#L5y%d{Ri zURL%Y-cPh|>E3jg zk?Xe=*%A_ZVheRB_-t5Db0#j$1JLxfNqq9ByjQ?XnTxIYZrwbJ-Cu~n4F`Ki6JBYL8p!P)m@ z@y=Tb8Ow(+ontq6C0)nZ1a#)2vQ~X=c4tO|9!hH@rp3GHo~v$5*pbs%cpL-VzoR?U-B34si*}0CJQUC2{Fx8oDi-WM^7`ANvY39CIEju(6ekOnD}%n zwj_cRMJA#yM60>j!3~7MS-Il}p^r`C&NtD^=n?e8#_lxZSL(ZXu)5Hrl zeNo{K=yF-W!m37B*h*?vMTE4*+*7mpeP9q=?4^IcJ72~TsUS9JXxKsV1NRfHgp(Xa z`c|Y&>9^E?bx3R0Lz9zF{udUS6OYS9{(K8!igYWm_AS65MH}}6k-$|7P5YvleC;3~ z^?FWCW&%o}&&3yErzIHyp#upqqi_t(u_o(dwyx7yIgjgP78}#M%gHONe$}pv6jB-D zMP%`qf%qFz;pod_k}EpTK~$%hD63as8{DqaNE3UznxiVjL*86csJ!j6l4sd@M!vXW zd)e->V@4Wl<`2?G%;h8{?*$J$rRfVpAwkN4r&Hgm&AppR!GLvfNxNe1`*VcZ$r*=j z=NEi={Ov&qjRHgARSK5FYGCWQDL+fv5>5t=F8ACnq(fIoyiizqV9vMo*kTdYh4tZL zUYxj~8k4QJW)qr34Dz#^jABnwEJ8%4?}D3?TvRucJz5D!@Ew%B7~(o7Rju|ys!3Lp z>)eFwkYB3Cb#ss_8ED>d7HC?vQ()TfiY>`mE=^ZtN-!=}kK}LsU`%f7;5v*DjTHyI zW{W1-i79E?Mcd?VpA`ufKd-uM9^@3bK|36m>d3%SerFR7e#2*b%02+Um&{AJ!gziOF#3$9J3Mo-**vf#J#<_} zb!Uz!xy7ODm_bX_d}O$Uj8-#?Td!@E}~S1Z1kf>suXpL`YXNz z!4*v3%u8o*FiDpaxQ*1LOIni%Hsc2$gjH3=D~j)(Y_^e476gYb4jEm~zWIpJ*eh^Y zeph-%#iEYU_bG~OLhzinL8<42^-moiC%y4ryfY-(8$EG&lQ!{kixeueOmCP!kFvRp zosg$-AGv&zL*yNC^({4+RQ<-28Mu}CEU6qA(;##ezMRtF?XmO8w%;eFcoz8-VuPf2 z(JACtRsIPS`VhEyKDNsR-;W=Q0B{b>wmsILf_)2-sa;O(&j1gd1uB4J=38;vqtO9+ zUm~#nV?I!rG#V1f77m`((XgFrW@9^4P=XgQuIA;9u&5K7!L+&>k&aV;w>14${Bn(E zy!*7ORK|6*b2}=sW>Nnvb&t;udDp7acC_j_Q3JId8Fc=Ey<*pATfZHC6*tPJao7W1 z*{JI|(NQGTS8T*8X^HK;OV;K&pwMs1LcY-W%Zbp}){w}}9h1N#qMqSlEQsY+``blJ z)3%sH&o|+nQS~3Mhf}}vGtb%rY!3C-;>_52f7U8G>MFf#dN>Ar8V z>u(^iuM=%HS?QKOm2of7P^Z|G$4I~HrULQbJm_&hk%{gSXJh*^Xo-=j za%(GcwNQ$I^U6p?K+`Npp8{xwfeg4OK;)iuTdS=FB2PkU#SZ2`X%;^_T)G=ZLH0gQ zKIX`b@sMy_>9x{|eE`;cPr@#wa-GyK^W(x{iG?el*kgs>3TLoH+}r$k;UBixw;!L{ zGq?I*OD&jo{5&93CrLNCpI;FpBF7_YuHQ;H^^$NrXXX&^u+OvQ%&)eRpj)xqFGO;e zI)kLq;+B%^9L~HR+inu>g+eVF8<(IOmB|4OivkZkj~edFANZ0tsOMibFyO+Q$7xUp zD!2;ZqmmoCUb$$D`grO1p2eS#R54qynx`ST${;qXwUcK=KWTiL12X@v{*p>0o`{=| z->we7N%6gVJNjk3(==5DfdfzSGnN`Q=^Pp1^IL-bE46i{F7X}jcG`ACg97%Y8cD~= z`h1GLKpzueTP4JDV9J69PRP@zc{w@yo3`pck6;liDksc^+I|y%Lw-lW>z4FSF7>9- z3+(WO2Xd!Gs#HDk-S8-+obk|z@I*^{2C8wIZDWs-tuykgc+!Thp`s?JzV^3_YipeV zQWcTLVoOo|@%rK{zVhuo+=U>oL05PA52+?@Vd2>(nx63v1tLBTcfV^R{Kt{j<8Cwp zzfsO_USdm#yAtn!SN9@f^YEupJmp~ZF<4P@oYg4Ii5U1dUb)MNaUugh|+4#N5c&JKeRi4OcGIE7Jqptvq)PFIky!_Ta^mex=7xN@f$Jl z3L@}oW%-dh%R9SFrnc_M#cy(+;;B>?dZ#*GI1!kb6nk6~>Z~QVqhDm_MLDOW$q(BX zX3ja=#8tPI0j!Llp-H`s=PyD~#HX0MB=9b$5OB5A8V(8Kx(dDTe|SSRCV}9q)zep= zmaR0~bs*C?Q1CF%64eZ7`dZ;G)}M#U0~s@8992?pyTx(Irk#FCo*PC<>dA{p#Uyd$ zssELap6{CIKqBU$mi3z^mb$&PUQ-BPwn|B@JXrlJk&OC<+{73t*;HzCac@pS^d^|)2x355+70TlBXMk-C`ojs$$ zfRzJb;!yJ1;Z`|T5-3^r$eE{4Kt}}P30titk56f)*S)$urV=IQZ6Bu=M)W}}=a=o8 z0or zycBPFQ36qCcCoiMpuQmvhe3PpC1?8X$u#0+rJPe`z24n#FMmU>(pqY>@b5CKln5g{ z=~{m4S*u6-M>o)L1~Tpvx ze05)xR5+CkN7J?m9hKdg+P&8C6GO2%xzHcr57D-!M^#&M{l?YYqz3*7uMjK%X-Fgr z`Q7SE#eLzoBPU&Vil$sh`EnOwW1kvm7fIt0h8GFqB66W6vuu~SU<{`@Ug6}fl3%L# zi?lzsu8z8@X)>$5_sCB_v1YI3y2GgRExL9K$FD}_o&_{6_*u$;0$On^7fnTlMrhdV~R|7jAKbLlmaXmBjX zOtu%CJK!bE7RI?j;iQ(0(>w?#HdJUHW|9 zGP09qmY1g`S(Q`*8_a5S8`&W3HZ|z z8}8%!R6FL+Csmz+OEA1Z`-ZvA!XHv|M9^e=jSaBhbLdNEEs%FcZ@1|q4TR8sklz9? zEr3KwrV1^EA86@QqGl3HQ}yJM3dI4m6x%@Fu)xFN-d&e!V*+Gt?X-*`+NCzE@Do0W zCpB2%d_eJ(qIjEQUJ0?@rqoxHT6Yw;(b3cu*eW!$@k6y1ZkmC|H%j2fQcR}Lfr&zp zLG*5(59wXW@(I5U$GJ|Pc&z?QTw=9Nc)FOiHiuH(LP8>32RUl+8l#3DQdCIm`{Wh$ z*Je9>bbCPhdD^@8Zfjwf^l#Po<=lhu5Qaq9&D&KZ={W`TaV2Y#xGbEABfg+5v!9J& zvm_dWFRFF~?W8Q`${+|!8?{qzJ9fl2WMDRuQ`;RI0>^!5r9s;}2_<1R$nRx0RF~TO zrqIzd=}k*osRhkJd4o2H?#GIgGQ5I)Z4nXB>W(483c6?b=iC9hpo7W=lA`PiJeCgI zsxS^ESgEIl2%((y4EcP(>@weY#F^T*?$RyA4Y(1MOi_FGSt&-+=MZPU!JH@kuP7nI zJYTCr*&=a%W`pT5>FQDEOX;QB!IZ|M6gCje(z)l+^V>5rC;1E|)aQQPZ>uNhK8V_D z(nlBR;m$enI$@})oBm#QC&ss0u0_`JTCHJM1rbXLQ=No(Zu}kPk?G#k5nZwbV^n>c z#0atfw{{kVVSJ%>A&}kePTNrFVDgDWb@iiM?2D|mF6skxuQK-VPfOfK92w46n$yNg z6%$==0Ffd2{iV0y!zhp17un4S`BuwG*~`PULeDj|O2fV35? zms&7U5e^heYy9_V5r|1i!_@35S!qs_uW|l#MpeF?> z2ty3~YWT;IA?=UNEQNWtun+UpcXxPY6WPW0;m%IhBI`v&i+X%Jxqah$kUx1XX8<8lPaJHKf=1Byk$Lk)MgfgbO14RoV&Vo;FZ0!nmQvzR z(-154COW|@lNn$T%O4@S5i3IDYuP;9wT?yerBq1O@O>G3v*zgKs^zCWg!E;@Blc2d zvK&_(jfN8RzTdJ;ZztG01w1onO6ewbysLHDuClG|jkWTYV3A5a*ld|w4lt`K zt+dkEa|M1Am~K5?^DSQT=B%VI3urjm7oWn(BQWoQqL7!~7;%2bdvOwUSYiIIEt6?f zDcwoz67|EEegs`lgf5c`Q5r zO_1dz2B7i5qx!0-+vM=)&pJOnOg-->=iggCrkN6~j@>q`k{M@6N1~X+V#w;7PL`<` zQAF?NHb*^4q_oo~GV!Ew7^8OOMF*Nm#m_rWb-6Y)ufp5d1p<@ja?_%9TSZ;0=^T5_ zmc$z;DCgVlQ@5OOBWq%M-<et?ypnkMi0vLEpHgUEcAn4B4@k*@!fGDM`ubB;hM5 zYR%zF4f(V#L16?LCIcjU5r%R(qw@l2L){UxD0Ublk| zy`Lb_ay1Xz!2`qCQvD0}LkZcwZl`Nsq<)M#mlf2~G#mf@8qp2-@Nz&|c2xN@Dj-%g z#;uMg{v~{Tz*pZzGAXL}>5i`gCvp(FFdwgj5=0I@xanCm5c|kW)Q-(Y|H3v! z7)e0Ozq4s~@+OsF%$jsnQ^0B+)IeJ*e^zMWgXc6cr`*(U_|aQCFpwF7gB( zMD=x;p{bAIQvQ&5b$Oy_k4Ta6?eqXOer|}up#irmH*24@djVi=9xd$ zFWM5?Fpon)EU#x^&W7JlB8QrVCg{t6*~CpsRPw4~8sXQCJ2{sp(+}-MD17&5@s{~b z6i6~p_O7WZHKUKTHHD0MFh!Il77+5#)T`9M!NZeD<3&$0icihm_IvKcK$@OT_N3<) z{UZTA1Ri?ut0Um3n8nA|!&a(CM>?X#OAfTBB+Z0!LN^uDQ{J6emN&8FNn3xSWHvCp1wYpC0~7}@H{r$#KiHtD=+u_cw;wQG+Cy^(*FK~|awTC!Bxx3xZQc+8* z@aSSLY3v-)<#APJtxY9G(zmr6QMLXM(DX&e?-kV0RM`bF|q$EYR1IK z$@zDz8HmpLYdwm8qjOmQ6CWZX zhvV&!2rwa9XsC_yH5$gmB*3PeFuP-xi#;UQpJGv>RHnMvHK3$#(=|B)xi=< zJ^{B+R_ffunCjO$lCM}Z6h8|CmlPo+~9lY!)~H{91dlbBB6I)FE@Hq+KC{6d!!HtLiv{lP4o zYzV%iPgmIbY<@(Kh>zEwxGwS%VP8_?Up}_tTw!mp?=aM2J$}?hcmza}_~;76cgUMu z!Q%wJAhls$Y0d7q=%Zi3Ux{ysRRq4sUdQkSh>>(a)Wodk+6a2XLy>gMxL$F4$$3LF zpgn+67TeU(KYYgAsolZ88T;gAv#}cd))W4@LxfJsJKUox=iTifHXnK~KSY}KtMP^T zX3p9|^V<2O2cD1-<#dP{kC*W<-Whl+{Y!MrKngPbD!hxrAxe;W7l*;x zdzASK@17fh!YkE*l_AY@*ZZ@z^md@q(=&u`08GW-%@`0q_78{p$JF>I4hLf5m>B-S z!u>DP<8Ns=P-d%t(r~Pxe6s*{c4Ag05V6L_P7GjUBK{N9&&tg4A0!;e#tPb4I2ei9 zL9`n?8zV6*JBW}2<*a381J(O;{0}_`ithho=ivA+8>k+Liu==!g^iQ=&x~XR?f*sA zf$B1|u)wh~vk|j^z)%j>|2Pg{0rkPe3Tg)e)HwdobD%MR+OdHcIRGaIF+1pr!2IB>`S357~XI>-;g97|iiY~mhbEOZCwq{P$_wRsQ)2>5e zS+4&j6fatQOe|QKz~_8F6jEAH|t8oJlgL7Sd^ceeuA$+nj1MK zgAG3S7_?3LD5|V?0UET(2UD=0QT2Vq_)~ZMg+DP+qWZeM%({N&1xQMMAQJG6GJ~AP z`+igJ1m@p6g@a!Nd2r-+4Y6cUS?g0Q=u6zgN9F^L0VDVd1xpO`h-dvl;9{K^7P9Fb ziW;r4``d(Kz8~?4O$@j{k59lCl${4WVtwMl;|OuWWB_TXYdY$X@MDBH&7G;Ry+9VK zME`DtI7K6Xvyi}^ys%D&QEeT&5ZXHwbSf+zaHPFAG`w8E1+$tr<#V4e{@LK|CaP(pmI4#E8 zJCCfF#tC50DgrmIHGN)&bB@x?zvQqs?o-ACY=0W0#F&4o?IGio+|vjhVF=W}$ejRt zK^>aK_H#0VGT`oxD(Ke0N3Jg?ONBRltZNA5X%<6S5oHHj2m8ehYdA4D*alZ1Re2#1 zNpXdJpTp7N_&RL!fa1gO$)XFX!=AJpvt{lyzakHZB|cRI#` zJ{kCn)_I3+_Gy_4??V!YrQRkxtp1eFaX5=Q^ATBXC*Q>s$HBQ94^g91hNoMz#zB2J3F0asBJlfX zxZq|zw(!NsXR~^O)P#JJ^LVH(so7BjnD+qw48K$3YXs*E2k_qsujnz0@S)+HEiXG- zDtLVv5cB*EyTfras3C_-O7{IiWUB}W2v7%m=a>b%&_)Rn-pbiT2gw$e_J=k+Q<$-| zZ#34Ps?=c$aCU4qDZ%Mqx;!6zEj(!ImcgsY4$`f{poP9XDaN<;pUM2# zTk5%~Si-+uJO-;stHKzP3BC zb@If8$QQf*RQK$XS9*nG`u&6HyU8hgm(I@YPe>n%9)!K*xY1{Qj|J2w^l^r;dg=R5 z>C{R^^Q|uP$!kAcLXy7G8XYjIvHuKr(($0=r*6L5Z*sNC9e~{t}8t`I?$piuR9FFh|+3SRWJ3fFXMc#v-S02Nq_kWouAPb;!b` z0s8s-&WNFa7QHoSq`iXOgD+Z)5eLRDU*zAGc;T?N_mX#~oxO6eXjF-ZIXXyzT!eI< z>IuoI3!8@0>xLvjGmE6#ldWmnQDT~^{MuPE+~i{>;)(feGC6)t#sZphd@y#$7#n2e zf@%-T2JV#FGTIkUHZ0X2OoCq0!;WW(3~Hb>+tlubQk{=ZZ!c+24$`!MzY|WRg*;X) zkbNKz*D@N7=e|3HyHkQA*}$UCSh=o?8m$#bGv!C7WFb9nE&K5J#Or`^_zHMv{nDG$ zh8~W|6r)W`CA-ux^J3>0*;tB0dH|4aM!Ex&@UlI}XiX}60Kr1ORWqwMNmIyl>p7Tf z;6IuTsxzfCaDn?CoTwDx5S&ta-fdpqZEj9&i2)a$aA_xVfK zmCxjsdxKf>|3+ciF6?o4m9Cj~V&z+kKb})_gQn5clrgfM=QjC@C`Ufy)%Dr_q$ird zkfWM?@98U|2;STZTO1gV%}B7yx`_mLqs@85&t7V!h;NQeE#uquE(pg$Cbj5 z&IC>;P^3Af5ce}~3crTjPIq@n%W|hW-+W&`=+asNHl@U8_@gGBfF@$&rZ!)LcCu>g z;XS0_jf3Yg3ELzyW$E?x_m*|Z!WP+tqO!()Dyk^OnRk-7wR+<yO50qigPoFs6!>jyS=l5O+)lb(*2cfl1GW@Vb(Gu3wAjA5Xr?Fugv-f9JWjrU z@x*-}Diu?JWhLS$rJ}`ScCyy#Z=WhJp8MV)NVw8;SS(%sHf@2q_n9MZoQmDs?-VS$ z$jattKP#LfjR>R`-J#QixVF)V^!5e!S#ec?1iB;UwLr!Jx>cICO{(&Q{Sm%A*RmHa zN*EXhFeG(&eA}~VP@hQUTX<@V5yM?*$1)v`Za4bd1PePkXXE0iY;rR6&G$W=-f9Rxq__>Gad`gd36#Bm!#fm ziDhl7(O8d zeVDI4yFn?OePD;nNxFf^GW2mH&8zx|hX;-K$1oykJ`4JLu*`|*w_3MNCtYr6(1;WasbTBNi(dN=F8 z1D`ErXY``{P-6crpr)qWO0j>AM<_yY2KlQ;lkmVhro1bgKlzOy5074GA;rhZ0WE zj8Qaf@H+Hob(KtX7Oi?o4u*yvE;7a^Z1BAsQE1~gP;OpxwIW__YVLP3z0MhKv2LGA zN9Bp<4&xLjr_l%;PbItieziFIH6tG${a_!m0*V!9EPaUAiWu`Iz*l+i1nRroO&*a+8$)n~tItH3(QU}MzX-9}I9+;^NwN>j5FKa!E zms^;F)Zwj>=0pp(FUAdo=7BO`uo3Bd+u_Q<=msM6?j8=+y|~69rvAF{L~nk%YIkcnLzlZ&`8OJIS9iFGAV2xa;2fE}&3@GIGU816AzJp;>Uauzd02WkViMG?u zJ9{e~!zRr8Odu5WIKK_Ect{Ey8RZzR76c{9cS~9_gx%xnrAp+yKXmRQGu~_A)Rs;T zHuw^R_M8i6Mvd1Y^Q~o+Niko#YQ$8&sD@Fnc}%Otxp%FPRFDU3@5B#-Wc{SBDnJhG9NxSs^t=1lHt=%Ka=vFw41Rm9Cq6{xqpvCJ{tcP%_Ps?=?2P=cSK=#hKFN2*DWF33C zLL}1|O@oCvlcjwj>Q6n9nh*M@`-RIx#~t5Bap&4fbePJC7LvNi;8~?oZu;kr!_9 zTE+W)?HZ5IkoC|W((snkD$YF7UQUxQ;#8wO=na-Evjz+wwuvUrbMhAT6x-ar4tcwR zTP?OTqm6!9^A~_oR?n&FV6e9xEIr4UVKbVuqYvk6a9_jO44xX|!yf+{IaZ=!*cf;5BP1z|NYaaOkL4cDE512DAuSz9P+EUi z@4#YKnUgL+8gLlJ!nJ2e;Au9yF7o*ZryGA-E&OA9Z=Hj@Mj1S4Ar$MK?lJkRhRPfN z6J;-*RB0XrZV2v)`|>KCB#2Q(Bs=WdUx%y8okIoU69W@v#r!E4<635#xdYBEuoXm# z+Vv0!Z$Iq?3_9sQY<@bUsKNgoFZz__zb4Bp*WWI4gA6%~I0<(i+D-^;;&&Ee?c_l? z@q8*ueot}QGg$$^XPh47zv=)DAslUGfBxX?l`W!*&aWEVEKoG2PnGRRNdEYW@B&lp zn8Z{_r4@&6f&Rny``w1utk30|?cOIE)JB+#qN4*Y`k`O;^^>U^i_D1Ghf)~kT=+8z zKR>=R%)hfgbWC+(1qB+};b3!sGKS+*=5_q7qV-1-`6H3CFtc<1iw68JnbrRxbp4$M zEcV|uU_l!znq!EE{`z?aREG-dek1L!=0(U~!76zoPMikPa&0L}U^RaR#hKl>|t;kBo0#BwTq2^H=5pCiH;>o2JApsA`gn4?GHw;RK(Jr&FD~W1)gzTBaF?D znockq@{-iN^9Y!{Q@h8f`P`5#`uOjQ-(`Kq7*G7rA9((N-XYJv?|E~x@PqT$SDc4e zq7!2Uk#+VYV7kEH`q=*-MEvin>Hp+Ve=C_X|7!p-8zTouMg+-}0Fd+v3Ls`-2g#RA zAZZe`v4UhqW_D&`4yHeHC-Yy@C>u!L{7cRRy>H+E$(Mf|l$HID^azqALGtIH&%cu& z|KGr1kQVwUR`_3|+(8oS|KoX}{y^3K#{2$LWn>~|;$Zo20l+-)u3Dx}9gdEtH!kT* zQStS)=I@Qk6v|ZrLg+_{^wnh?l2$_rJ3PMC+EQwXXcB4%x{FMoEyb`UN63J_)ZY%_ z96xIISC`lNfob_&sSgp>ZU!)^!kyx1K@$WZX*<_kXL(c*)}QRn)_SI4NW5>q?0b#- zoJnZbs825#I)8_BjG{W&l;$5n2z{AeD7;lVVJAQ^Y zA)CKeyH~A+d)D^^$Oy-gGZ`mqw9JhEz{g zLiroX851eti#O}e@3x?jwl?1MG!ASx)`A2=`e3^^@cweo>TJ9{yoLK{rnv^SGwd); zlH1aA4-PTHA1vi=IG}tMOmYxo@6jDRNmW883Z8tUXFwO%vn~y|q;-E<7q@fMXAM|2 zP4)HFC<*PlJz-W@4$PomG4GI7+%*VD`qJUq`)?7OcU z;ZI19-do(=Y!3+QsO$7un;OtWO7+zD8~gUIz03XWL-d9rJaUWyUWDFo#~bkN;Ol62 zkobNci!R z*Tzm{Clr1hE8O9?fN!lGPcqEADGk2Qqt2u9_}~FNr8$o_N3V3lEC;_%f66<@tQ6&x zJU3l*66YL0v*!3cx#r5G82hPZ;2LuRfOu}|QZ=w4bAk2HZrX8fxK8Pnwg|2TQ5jCa zztS)SK%}0)7^YvJmpoaMSf`(8J1J<_i8T8Dj7p6H2D*-PrfsdxE5TA1)ytJSQuPdqYNdCoO{ zYVY4xomKF@jasUM7762d8(qpTqt)V8t1p*+T(CjpcyEx?nu(P1ehoM5vFNpfQIe40 z48viZ`J&?{Yq>ovr8&`suBV8^#x@?ovg5_49K|-?TAm~DDEjm$(yphJy)p2-Cp18R zRkhCdJgiq0j-~MOqTklojwUn5V$i=5)TPH66U_lEH1CZ}mIj>#e7{0* zH&uqGRtls!_2AVy%jYrNmU9h~*!8;aEsf6lY^E@%&eja9><3}XJyN#A(P|vLnKZ*z;x*1_Fcpz#Y1 zV@g8=@}=sgR@XE7??dF0a*{%!XbRAV8Y$5Lg6DR%W9~(NM?<^N@iGTlDG-6!2qGE@PIG_PGRb{w{=0Yp6|qP6g9)ujG$h zP1Hr*5ARXbL7mS}ln-*WV4R$tEdtSbRql2Y zbK89`J#+nc0i$R|(KnTR61(6={GS%KY7Roij1iG6hu+MBr3!zE_#@y*9dwR7b>asd z&7kBf#h&F{Q8T2VSY?+_g4n1aTj-}sM3F{H%`jl_JT zkQ`qS-AcE4F4h)&xLKx%DY3Pq9iT9+H6{DQL7z`pps{u}HFa1|h?6=OCN5|nzgsOh z8cA<6of`btt~c?k1ZMJuc1JS4Ev)m@9u_=iIS6y9wO2h0Pg!emk6QH zB}mI0et=C>WEYem*T>quDA*jy=L%TEf`WS$wiOv;Opm%7Qw#|k1ry-gj0*h-9|7mz z>z4~Z89-#ifPx7(fM~)kAc~`qqb*5@1t;>#w#z()h6z33^zvLN!yV2Z(^3o>9P^7A z_XH0IT4-R{*q#^(Ko|)kgasGCCLHtInmt$mKlfvJc*5A&+HNf>Xs7w;@Y+}#pB+2c z@*W_B${&;G`>QotqMyKbb#Hs=pnEF%2r!^`ZA?#3tyAC#-WRitzlnkY3;$y$N9@lX zm~8y7O_`|!Sm9$lX#c=>U3_|M^!S}-A>w2jpfHX)E;>x0-*k7hR=_UiUL%})pv400>Wb0@qXKCc-`nj0x1No5%~6zrW4 z0d^o?m{pi)xU$|zAK9gw{6rp;?(B-nf_U-36+&QSHq!fhPd5T#xHzk|&tiA36WAkZ zy)T8wDwHJ`iyUTyT~Sv10uc15*Utq;-7O-}nMOx{xDJO$zh_>;%#$q(h;V64t<9>gl3B%vtIihgOmihinwSoRUski|JL zGFhtYXHycJw+5uD(uC5!rb6}JSM0d{W6GpvdD;+p$|Pslw!1awRteI~#Q};W$+!AM z$u)|U{*fd}cgGQ8V4?nwg9ND!AqjF6L?f(Kh*;zIH0e^#ou4Dp1)MvU4#dE(-TZtE zd&x=gVnt+siGt{iiWz8u`qPyQ0M7%)>snFljtXGJHV?I z^-SGC+VDZYl_{D3!SUxzfF)VP_(^(=XJH*^nyzr7&Mx)1Byb9cQx+oCV^;nY@dL;g0_~pNsm^pJ|g+OceuG_rn^@7>_tU)JF#WV^! zmYsF|2YyA`yI-alHGQ10?o9n^=afC?=UuFUWtqBX$UpL@DLeinFltG7*inwPDGuQY zy4{8V9NHxOoj1KqII?H51Elne$P#0BoQWu7&TD_|>{SyZywH6EaB zyfqW<-3=LdxGC#TY<)S6#i?e-Z1YcfnhW#5G=tG7mLa#t5F0}uje?7q&rKrLcZEnU z|Eymwtv4o0jXyA~X1(_(0T(7`pM8;aSix{=QX``bu<2x=f+|cdwwOc0mOtY0*^h%* z9nt*!8(o?_RPvk~JgV|WB{+v|Z_HyoVRxu}j1)w9fwIxR;KvbB;~drB^R43@2u&1I zhM>Vxl!-q{U#iaEV|9heYzuzL#tA_~ah}`85kpDdG%&2Om@F3dpk;44<#PC>CqRZ( z#EIYdFdN{^PD@5El#vhH@v=W$i4|4W{I2Q{2#qx&5OWB-gip=zE$a{zz_PIU9 zUle;mZp{}Z;Q@^POKCGf!M6C4S^@h?D~ncL1Z?{99cJZi{{CRcRZF%<9!ZmTAU-Lb zo)a)C02ZdV4HVKkWD?@WMSc-M(qa2Q)8tEL^%KU+Iwm^!6f`%CJT zJAY&CvOJbbjg03|x4$Ym;0R4H7wQi&`Rtvjc9xETX8XT_kCW{AZT@^5h*F8U&C*XpFL*X*oTBPr?X z^bCy`-Wf%%E0wQRZFjowS)o+o=ck{-3Jfyj?kpKldzPMgCx_xA&9dr@bU&y7KZ$}$T~Xd;+%--1Iv!( zM0xdSy(~Ts>L^Z)+veYtA%F$P+&;Tcr|R_=P8DS<*j?(-CpNA&kbWFO_gF8!c~M(z$1f8e8p)ZQC{kVjauhb~v}9%E&Lw2; zfLInt?D7GtB%^t+hgu@O%~v+lK{1|}Xmq1Lx=`m%KA1Sg#jlrqN}4v`!9ZMEn(8}*Pl3((-rfzy`>e4S`_yO}}q5j1=rp_=pT9Oz%$zV*pOvEq#Og zGnEZn-=1fq`*h07VX=JaycZ`l_}dqe?$Y%VZynFaH8fb1N~cd+XSEW{%BVoN0PslW zmZ<6m^PZ};m*t~%K!O4dVGP(%U$`3@PK}SBH9v z0G$(r14!3yg!QYE%@znI2gwA)$( zb?ZC6P2em4Tk{KlLxOv5XwmPgz5wn{IMWU|fY->&Z(X2P$fuW9NokeBG5wq6LxS@- z?CZ>Zf^$YuLz19Y$l^JbA~7eE2TA9zuC2d!3G7_copSqD89*bg5+thzkAi2*&F40W zhuann@%FV=iS&8Lq!TB$2}!3Ax@-;Ef}SL&q>#9%@e0EU_oR@n@HRV>r zC>k`F?&n2RW{=4}9aC2+|HP)eo}a|?bWFMttH9zQ`>xvEuwrVy?PVwOInLM->5!q75(@UF_hV)U5Mj33)OYu^O+fVnAlxK{Zs(MzXOE6iIO7~gq-*STNTpDQ|^t2=py{bLhnXppSXo+z)miZ^F)&pB9W)hj_j z=8=z=We}cZAD_zAJL}Vs$5lt)l?I^GZ)M@HCg6k7pe8qh;FS^-c!HVkf!}7>F z_lKZ<8Z&9$^zEwN$_DeY>@kYHGLqPueRQDA0`_`5e&J6Jy&V=;6#6gnOjqInUY#Bu z)Hf5XHH)4hzDA*EXLxsWD0gNkCxT&(*();Cwda_D(F{~~eTFrgSC>&7@#gnN)cuFs ztwz)*`XDu$rz!io8v;OK+P0tbk>Bi<&m)~IZ#DEr*N+cp@C~OioqZ3~HQO!B{lq@& zvHQ;Nm*)y_>fa$)Up7{uE^D^dFHht)EPC2nw+vBk55BG4O_1&vIyxI6uLT3xNVjo{ zOPuU`Ka`$`0G7^fWww4`R#pLg^;@oh$~x`c8os3_>F4i&hjYIslI@iz#{Ctba~YUC z>X`;;T$qlp;0UN4csK_6M7Nq@wziKY|Az0`?v@S;;068yC#X$jUcdE7-F$LyF{*fe^+GkNq`3*MtT|n--g3RPY%R=mr)u2-R<$}+ z*=`BWT5cuFTHp6FmKuLgW37VR{vhyY5r(JAM9!7kSqi!Q+){3VRnQ69zJf#I*wlx` z$fpZ}*2AI5)&xnjqgBeqfvnupPcg}!vJBK(oUFaHPTXaFd20DbRsEJOfO8@+f&6fk z6+yh&7@SrJkyf%d)Uf#*i?a{d;bb?}%NBQfx=~MyI6DN3LnPSPR~*c(b_&=zDs@9P zEXWGAv9OBTYqkMidWJs3CBl@&OyyyzrFtXoWnGO!iq6e3 z$U$w6=!(r#QVV)$v7)$fuAe*8>v)=OZE6DPP;sZ&&T$PLWQ6AGF87jwQ(J@xr*#Ol zZ|Z-FK$i0rV1Z@F-pf=*-u&y&DL=Fjaz5*dvPXB-BH~YZdLugk9%RRix;zzJN*fA( zGFBifc9GSD{H|>kNTTw)mNP+k;-UzvA>w`({H&K+>gKGa_o12W?L8BHM`Ygt!pq6R z{hwCA*HHfLDgE21|6M-+f2GO()5QOg2l|gR5Ie^|s>c6ynf+(g_`eSAzs&I;ROA0` zKiHP1Sc@)RVOB{H&OU@R^0mTza=GQ-2}#5fsRtvWV(h4_%AXinQ#tYpSlugq|UyQ(6wb?5pnyuKajuG9RJCQU}l^)W2jbinx z&)ldO)N4BF&y!Vp-&oa9&n1pp1#-&&>h9d-^4xsJWoNW?Ntlbv`yr;qO=F}6HZ2VK z3=r@azV-vxU_x_88uALu5+$pXKR(vX5`f$aYUfQzO~D47yTu_)`@O;wE2yY^@|!Xd z%*Z!)argk5l2c66v-+Mxg;v<@fzA^B&wRUU88bUK6d+k*J{p)@n$ z=}MO-#@zmPzr{pFm1ZN_M*5PVS{%I3jqFSxd=4F(Z6clf>8z#j)p1pYevk@TgFJh^ zBe6n{1`_l*WeD->GHVyPU`KEIOE}Nb7i#vTQ{6Ch-qO4!`Qw2(@DGVi-u?Sa2Q2t zAvKy`GN(w)@h72p$nTl*&k%W0*Lsy0K`!GUb3MM~6(1;l&q#x^Xd!nDE>Z3Ryu?|* z@g$_<(5_$gj+tz;yqAR%6~~nul;}jqm~CUuP*ArY=|;MmQI-IFNR4rIigA@j>X#v} zPp|a0?k6j!oM*0q?t~Y}nnYgm^Pw-e1d|A`6{_{A(dRG zE8q&nCBUMxqD+@bqG%L=Y0^s)n`wuavH6P|FXQv*?IrOb@}M&EAktrq_Sky1z>D6f z46EzuQGMRDyr-=Ow}`<|T_Ayqic;t+e{9Z~m(%HZ4SdFKyWQ&D6hwGy)nVj~>NdF< zh7S*#c2G`ss+qE%rO)T-TLBYTZf4T54Y)j)xr11Hate08Z;morH%-E(D`{lEJ z$CS$anM(U~Q_FIl+*LH(@6_ieDjO|A8!g(Hr|~|4if_K;bE#ddbSYg7UNj%GhX-EC zXuO~5#b}tkY#P0Oy*9Ve&(Y7-E@JGF=(wU-H^zdnCZuIA2)`-_^?6umqte81V9)bQ z8to88r`vyO8P7fg4i^FAsKNWb0Xhx%e;M=W))BEpY z)ch{gwF7C%zPWKU$V-h%t8r1yw$l%{w2LQcTM1a{Zun3A^8j68J^R9GCeRWJR1Si9 z6FU`?W#vYY>+iAM#b*Xe+huX)L{YJItOa5#!C_Tx!9jNnBUgddpn`*?W;IiPqMfYx z8@=NnSM<O1dH>#%hAU12NCMMJ*_ryXP_-#WW_Z+?pM%Ar2y`={ zN4_llPzV)4PXH2?Rvy5W{%&&nwN7{WSFd3tg+j5&7FaL>Gk!oOH^Q!1U!VS$omrM6 zZ&sEj&tg{Y_daIF$qtaEh^ztT-oa{37qQx-v7^%8NNxtQuo<0moUA;DeMnM^6hK&5m-HGK3iTR0RTiD-VnZm?9U$XVn%4gfQ zuGUGDfCFNId=a41Tzxv%uZEG|6qb+4sS;!k7b5w)FX!)>`_NBd}4kb9}%tT9qw4@UCjL87yZ)_66WMhs0 z*b-V5V+&&Vq2-}S@Ba+c=QJU%Z}-uj5m!UZn^dV3s&TDuCw9jA1n4kkjb#fYFi~R8v(U}oBEQZz z_k4YEis(sF_-$zNh*NM}t5$LPXj}xiifsYq)H~mx#iOTTVEimAYK!&5FtpEQc?j}k zkxS26{C&h}la@;i=;>^kEB5EW#tR1}l``UGWt+fC-Pvd+>7Pxc#DSzLxg!+c<>4X7 z6_ijcTlP7Xv~1yQ_T_COspJ%RI1;w$uLLrsj>1C>im^orICrhDjuKMK!{w=iMoN%C zehQfLLP*FG3jEDCG_IwdpUzJowY*GEgtb4AM8zr+Quxa?�|BM!|VbJ*P`Hdu~1j zRBFvwvp~;4Y%?TPC?_RliL%ia!Jdl+(>@{iUKTjIOr4m_9V53KXu$Wo5>irt)mUIb zHaC^x5l~8H*er01F#x`%vZ2gL1E~6`g7ZqJ#0rlCh?kTv_tWlR_gCTY{FN!tSB+Ye z#r3{BMy8ZPX|4(>D<#D!v-;hh9y@f}*qOd@3=e8bJ3dmlm&@w%d1Fu@L>{GRc|GXR5dj=!G?eJUj5>KfVxNxbFHK;gzBN3Woao^J$$$A#PKxwC#Hg3}cz2?v zYOaU>uw(wh_)gA>0s|`|BcaXgEs~x6akZ2wW^L^DH%yX2{ch$@KOX}6y=Y(uj1Ia~ zqzrH-f?O6H_Duip^!Y~&Vk-@L*dQUuCwZR11_pG1XiC(e;P;O|^w_zppvIwIt76@~ zfrWQbPkwotoLhMJ@L;*ZB;kKqi;mz1=}{oT2tN?%A|kXweh0J|N4uTa;7Z_&!b#hnt@Xn3G0A0*Gor<28DWyCvRZwBz~F!~GFy z!^mvuv4*CzsGSM0=)w@y+8DW_Lv2>U;eNakk<*WAtMi8~|71r|t^*&lXlt%`7*;Ep z=j-4$t048J;EwOlFqC!REitTWGH8}rXhb2u^_D%_*c;?G#M)C&_ z(~NXhJVTii*Uw~}_tBmsU^KeySHQa*kRVOdTSZf5!Y6s0B*uUWwom_`( zgh&|M#2}t=fPx}2#XVGx@hL+%6)HYWh%@vJ^CaO}vml*3sh2pMP!XJO^(syv^K^Q; z>Q_tLYCaKC#O_^=0oF(&BNSX$U&jTdE9rCRK3(4f&25&?!ecD1I~D6YfBvNiCu|nS zUGS)j-I~)nxu9@n50XhFT}HAdhG65+PTmcBSul`jR&0#$g%6nw)#lMRl?HE=opQk4 z0N6Thr}aKw|H*peu49E}0bJ3{ch@>#0NPdIcC)||x$#i{t!1F48!z}-HyxX?FjZtXL5$CQr7%K2q0POJeD^5@TYGvd=+F zq?m3bwvc!srag!1NEN4`$)^PFl&CLG7KOd5_#}VWyfaL+`k=yrK2$DgM*+TR^TrgC z7oRay28|wu`RAPJ4Sc~j;ZRa)^tA*944SdtVUR}d)v9f@j zaLkS(QM%9tj@Wq|tI=r2y<(0~)U%SBil*M>LeNUweu;g2_qf0HPZy`HTa|85leQ83 zC0D#e<4I3!Mtz4W?z@@Vx$}fT8jXIvY>b0&SYZp_jMi^IdDysiBSUk*JW>Sory*zi z+X#0J9>tD&rm%eK5Jj5=Ct|4GI<#ndeayqnN%*olPqioX*xa5!nI?wk~_hHN8#ukH%1}D)?hj_=c20pG0bak@#RXi<6 z8im&lGFwsUZbu|Ryi%35Vi#*?r_mkzE?gHv1LB_*C_-FJ7B~*kW_6#bqU7`^4*%p^ z=TmE@AX!Ng;M9@oRPFzEE&f|KG^!ygTHtkex}vbM8(#|(=Ms)8U~NIX|3dj*iy%^k z^N4aNp_x~9cm|hm>we7GG7+jdELmhpDUCRP;bf}vqp(F0`tVYHOZ|*`Nn@nvC_}!f zj(D|v1>-C9oz!{#>$SagmQo zxOn!Z*9VJl!dqQC|18kV^(|Xw$|txv6I9J0O(qOpl`WK8ZhDnigvdJpg=?^cO06MA zma+Gd>bUdZw;tnh7*5seFAftPqdp@d9URI?&oCLz>}+bcO3sP9@BPIgjU=VfjTmYH zmvM-lX#Fgqk1dcFXZ_3HD&el0pPu1XFZbq~0Yj3y$>DY?iQ$l*Ov`T80V9R(6NY_a zcmgWnY`+}sa6sZw_u~<1-B6T8uP~~Q(M9R9^&!f9^K)J)xrlOkftn zRL5k&T0|h0$tMWOz1liXMVI+$qqZMyrE6@8z3rw%P7Zl>V^jWm3NiN@nLA)->4~B3 zf85!n(bN-I_TgWsHU3}+r9wi@^>mNSu@qtOZ`Q>In?G8bEC> zni3Hv*J`1q%KlZmfyyk}@=o+rxb}fw+3#%rM!p$yx;KH4M6WuWXJeU_^-A!U#eDbc z>+&~?2y9eLT;Zjq>(3hc4M^q4BoC6t6q2Z_i#_TnoM<0H6J0kCOK(Zu(a^UU2mqB5 zFL+DEd!rRiiqeJ}2ZP+sx~C;k*csd$X0_euq=&L)fFc2m*EBR0sOM{2SHID~QPA1Z z1DY<*fr?{+vg5TXj5Q@+ltcYi0KaBe9_!6@ER5X_yXB!#vv>Jg7Z8WTUaQdQPc8QP zJ|gzkGqWyHIBL6%M~l)W^i~V%VV6_5z$PtUi-c9wfSSqi`>fiGnS>Rn5*qGK{V{aw zPU(DB1yk8mTG1U`)6~fR+waDUyMfgzyVq*hru)_6yN9wXw^j$VIY1NA>Dv@ETbxO! z8ux64mY)ew_Qg&5(3NKFhE=qH`qY!+b`^BCkZx<-EJG%t3!(0$;3x`MT`HmBHG)CG*pcdqd@wO)=Ijd7Z4yqJ?AUjhE`h-=+KIRH>ElWZ+D1 z##MZuC;nNx^hb-X=-P_}#_aKj)tg5}(Ch0rPgi!4fX%noXBzG>vwgPTA6~dmr#DR_ z>&kDF0Qd2>$OjA~DRw(>PaE)$C&ITk!uIz%g5z_ht2zSbF$gbafY*^9+t1{*05)Kg zm=(77EX@@J%~dN@RmTc`ha;kyiYMuU0#Tp zEs$MCy|ZCkK^pX{;G1mQZlrIOP+fYx;`2lq+@PC0)07@g4C&6JL>a~bMch|=`fYdl z@R`LyLs3~VxNO@`dXHj5lik;OJ9?YPvAAszxTnZnvtUEG7O{~uKB8$`F)GeW{y{Pu zg1qc6+F|wzJ`ieKt98~wJ`lOq=p?ugJ?~=HUGRo0TL`q+a@s5Yex&HGe)(*_E;=nK zjCwuRqX*W{5T{n~<9LY-B*ls@VrGo+JrpEK+VbakqEC?FvAy5fm%YGaJ(Ak+eYl~( z3a=Onx`|Cw%^~K$heFvPlS)QMb@L*37Ibe|HU4&!dNQP1JNM%`MHP2L?YkJL4x^5B zOsSrQ*d^`Hb&&h}eVQ})><_iDq0UgU=t>RxAU6Ul0duKXjtaV>cE7(4awnpBOeX`N z2X)C4F_5-*3lS2gUd)GxehT#6V#~_E&Hd`$u=zGpiKVBaui92Pt=<;Qeml<$T`Aj4slMk%>8QO$@#Kyl zVx8E*9f!PfR?2!zs$zylA_oWWoRnHH)_}LU<)@|U3gNmxyb@N!&J4-;%na%uQyo>g zSz;QKKoXc)+M0@=me_#<+?O~1mXXdBf1g?Wu1p7IaEwt6(8;8QW3B&0;M z5sf0+azF-{>jgbD;uJRF9Hh1e?^91)OA4V(sR3ovy(g~4hNugnigFbS`+=n{IhQoD zrC=tS_#P5MHmKe6`21X+e%_4!j`(4}lF{Pz$ov~Vi?sHdirtpIKv?eL{;}BYUy;Or zu_Jt?da(QpK>9Do&`hlVf6W%c{}ln3va+-~s-R&#C=M`(Yg zdU$emHolorLl~v~o1L?aA!Uwfje$ z1L@95Q!%1QdWD`M?BI#L-u_}3ba22Dv`lI60c6 zS~#ysRQKV^n@*6Od|QHl#Kiw+bHx9JiT{sl;2**9uQa89D_LWu|B7Sz-`hWU8~$}A z{uhw^|MoU~m9+iW88dxF$^1XO4UAvChX1LteclaL9c8iQk;Bf=(8(z29emFX^#?IN zf()YWPHuKCBxJEMb1QWif{*YYA!bh!MO_#qJu_szJgJC=jky(OJfRAL5b;z})|%=3 zjXATK)K}Ju8Vk)`sh@$597cxEGsN%fZkw+knv3fx9Cj0SnNgp&HWM&DiL7{xIa0y+ zO-<9Y?H&WZ5QqYo`2Ob`^B^3@(ua*b&qG%{va9X6*LO*6UQr0k0FTBh54{I;s)4f6|66h8Jj?5uc4QjHiKp!e!p{knwtA~*Xh|O zkvbkIZsjkmK=^kfU-=kKJAX8xj17DYDFVZ=c|#|5!M@%hp)a}cQ2*da<&%F+i1^5^ zoTY>mR#s+=i<{Dee@L7y>EXdT!~R5DVe4&?6difG&&TI`5VAEWw(HdD6%WiN?%arl z5ZN`WJIo4PF0Zi*UI$c{VmrVgufrOwLt7o3GYYPz=5$KL66a)lbQ(k<40vmleb0R2 zKS^tRod+=mc89$Zi7Obk?F`ca7muPZf}Pd?p|Ni}#gc84+=g7SYpRpTV+`;4Ekm$^ z8)-rZ%GIm40JP!|L0GB58t5E;12tsVyD7tx>l}(W5dzcz^~@5tL&)l0R)@M$3TcWa z(f^s%-4r+ZWi=uko9;N$*v39tAj!6@L3O$sTQ?tyB!6h&KWzXu z9R!kIKq~M=b^~Z@v5uH%yx}f{+JvZ-$20^z<-BdZJ;SZREP5tE=){_E8wmG==z>9| z*~4e_Pi1LqiVuq2G!x#+ge$L2@@NgpfV`ojk%9KZJm0??D7wd29~C2b#1o%H-Go48 zxv!5)4;GD6l*LAAl2cC=qteoOH-=KO7bs7`oCkpIA}-Yem&X^OAn@gmWb#-0z5M&5 zsx`^?o#Smz&h}Sh?$7q?l9+HDo-pFKnIDcuuofJ>bd z4S)R}8qb=dLCy>o8<`5yKu+ zpD6(t0^b2sCI6Q!>{mS4>x(mluXly7GzD_1)C*7A!WhbB@(433;kuG)7 zyR4#<1B{uxI6Ll7H#qK%m~36R-wMy{PR~-b+SJ?AJjxpH7?xm)JEY-uEbfxGf55v^ zxNO(zgpkEjhJTBx+FvC4{#!s|?b=wazMkGhR=`N?u20u!X#qjY7KRalgHxQa6;j1W z%8+$(d>kyW+cv3Evr}KOQnN;L#9nj(<3yL8??#XBkj&GMuNUt)>PGZcFTcQI;3tn70>G|WrY&T2p{Vu<#4Vdrgb zvyt+A3aX{Dg0I8)!XfS{UvjGJwOztZLLqwb-z$>hJGT7(Y}(2gg6 zz%L?h*~MzaiR^jXy(QdjpO%y`%*K^{I2=}Kg@r^qkO5tr?I$ylZ}CQwJMueCJ|e?+ zNbY5otB*v#!_&IlMMmIg!6~#~z;iQsEc;a=OI$sgCY|@YNnae5Ycxufa4o;%f3tk= zE^;U8!WPcXxNsrxUDgdO7r7(t(RJiJBc1~%Q|bX7hbhcu{xQoP7a=e`b$l1FMJo|J z5Z+rsikNNOhgyU&6d)?sLMKbU!a}Y&iU}rsijV5R&u+RHwv+eG%}>NmKh7U}yfm)0 zseP_wmM){~y4Y-8;&Ww}(zWr!X9(tr9!yuaCwbx$4fLkeUV2G5g=;Z1s$u1(XK9&I_gWQ3U7A|4u zVCJAk+utEn@COJ0dQo$Poe`VJ3vlOmT`PGDzB_Ee(IQ|%o{HsgSim=t2}e2(1`GxW z2apkAkmz9;`5XF62_augG9y>PHObta&hYc-7Bg{E!wvavILj#60;zui);KsQz8Cqq zg@a{ZBO@DrXkRp5YE>T@Hh{%PRsH2Uk!n9Y{HX?)Q7bXa=A`{Tq$qveG8r*htRcsf za(HHQn#k?NK(M{nA960yj_j=KWT9&FM1yv8&k}6F(i`WUW!QuT&?6kgCm_@fj|pIz zCWgdkrSlKuyiNCIh&LD9ZXRox?d&_ z)R?GU$E1Y8P5zaw2x1GdP|`hY(`>5_=X=r57p`<+f;JGl;-p9W@dV*2*k((MS+qgI zUDCd?-o?ktWxmp{@iC7GhOu^I>5g`L$dv=$0b{f5Eg+M@C5jYIsu!%CORWoc`XjQ> zrBL)M)OwD@b~WEJvxq+p$`me!USBcJ{7Vh)_J9Hj;w{7P^=ymk@VxB{6W1#|@U2jT z9qS}o^=(^x4SjYI#ShD?_zlGAG5m5n>CwR6Db8f=ZW2Aq!h3(f+khyPpSDTr3`RJk zup+1PkKeRFxSlSC2#dMqNdI+uL~HaqD*;6cI0lf7n%$NMg4fhC@Um9EXv`?-Luc_? zD`}FVLyVR(D4~kgY7kKEd3(@-_jW+AUlmcN>~-fz###kk&M)W!^Yrw>ZHOVMzZpN& zY8f+>-ZZM0WSKG~(!FDLn@ptk$l`LAhx@!>60YSbHl~YCbI_>?RpdWrcF+m+ldn|wJR&iK) zPzrtZSs)P!z|X8rA+?|V6jf!QOdIiZobP>C(gRxa{e{q2m~Ba-f55SPJRdJ!wrQF4 z^K?CD%#^(y*EKc;gnu|`Z7f#rXivs?k$WBS<==1v-b^XCIDQo5b+z!&a?rAh1V;tJ z1QX^R(GAMPq>vC9(N9YrSKCeWyd@hkW*-UJ<&S$e3JU-wRg<5z-Hk?-is+Co3Q0sn zRRkr)jKU-db<=63<^qg}ujY{2801jWF68vMrY>$PCfhiy@hNtTzBP6Ts$@M(qM-AdM&?g6=V0VPaql#cYOZNceE~C$E*07C6VO#?9!g_orj` zXHj<@EJ-fTg>Krs0DfQ)X9EK6NjQ3+a9|%pIH^5Edbrdc(i!u>VZbVEF;mYJ#<9fG z$rA2~b)bq+8j*dA%TyTy@$~ zf@=*#kx15}jjyy_`yAEU-*n;0E-H+IdgAm`LM)ZedlV^FuSyaa>efTDw!xy4a{H17 zX*aFjP!D6wil@sEA!K<3HBgNpnl$8yN%-;%qMD#6?(Q9w9^^Rm6-*DdaLkcL&bd3o z{pqubiwSlSY;tqjWg)P6Z{>0G%9s%5-Y^1ayP>HI##R;9`0 z<@v~03AI{^x^`O>D3x}h$^J<chU7d-Z zd%WIulTBER!EyG!3?OwMuNn;(aBT$WcHzs$B*>{?~D=O*ej zw3L0)$ez$vxn4Rq-Pp{YG$hoaj%(d?DOs#FHjgB38MS@w~Bcirc&9 z{&(y6M5AHxBLlpGmq`rE{$`a_OKbsn&Q+S=(J)xxNv>UFDrK2x$PBn^&o`4R8|lV< zNlkwUw6p9~ezhphMTJ2PpeCPF5479Spy26wvMn?Ss;?rA1yu7|U&HTZ(_9es}-5T1x;9>4a0v zb0zRxz7us(wttvjp7V4P1x-P_`X;l4_rE_XjlL z7jaF2Kf=_7E$mUtw{)ML(?ZxTsUsX7^;r7Zj-TWjq>dwjGOSLOtm-t`bDYD3AkAQ4 zgBJIp?Y7=49#)V zA@kyyOILuMq(bLg)QyK7QkbXAL&x_Jy_-npbC(?Rg|o-E&M#uy)sePR{q4HrTrEBe zw%!Sq!t2w`ehy%A{2J9j)Bf6*dA?+0b?cG&yjgVZK=(9HIi-f3x)s?-T~F(n9bgld z#}(pN0OXhmrA8D9BWJ1!I{#EJc;!pUlh19%VTwl_VG`!ke7o+dYIi#xpb3LZBn7%T zd(LiC#1&b(SwBxw)yB#5KEFR&t2Z=pvfKx>i-(~mbZI>fe<3}fT4Bek(DYV9r)w^* zXeh;;N#xM6-r0$BSkW?%%+pg=vx#!@v|7-3 zA!hG~t=p?ela1fc5<8ny)ufvZ;bzYZ%zf)%*+FKdwk_!J4v;=KK7U$r6{Yhk+}9qR ztww0cpgvA+8Jf!$mfpM5UcIBw-HI^J<4n%}kv1-$j5Fr1I_%ilQbia41M!xjYZ7vi z7``HBL}Fo`rq9qaR?u#Pc-Zoy>9D;PmB8k27i4A5?Vh~(_W*|-{Py9OI=z5;@<5yR z_P6_Jz}v8xQ#o-GfA5`kymo`7_3?46##~5y*cE3+GTE{7-%}l&?r9oW)wg3Qu^$&3 zvULaX5-R-j>#hN~?V2c7TSuYGztAS#qkOM4s*# z6Vk;^`c{uy`Ja8Ad@CG`N#|4Gjv@ajCJk93u-RfwLGyrYdVh5h-v)E?9Gy`sq+2c3 z!z!6=?w955`h^9mXM~yc^F@B7* zyYVk)c_(#MkUQs=T~_qDtJzGNTX;M)-as{>?PPhAwi5k11~n=;>!F4 z@I6b2?9!_-Q|2AI_kv}!N+E1d^VTX(g6mUBZm*(*<$UR))exMi>&EE_qUA*4<)-o!u9iNr+;Vs`C zH4`UlC3#CaXrmFe!me*8!fvqdIQTdG5kyTbt=O>1WY;Pc6e1wq3r4`XE)k4^nR5q8 z_j(5RNDcV^n0u!n&7!tVGi}?pZQHhOSK2n-v~5+o(zb2esI+rxI;Q`b?)avA4(Di} ztbMQ}_OoK)xvm?Vm5z69dD_PTZIvxku88;9OxozU*s(_cZLE5Y?O)O;ciq+)HCNBY zy5Xql*tF>@>-}{Ckvt!ib#f^7PpN%>-&$OSn!H~A+ zc|^fj(}p*w*J0@T7^yG$f@%tqJCJ{gMm*Y=Y;8t zd9+o{VCV?12x~t^`HaDz9^@^2!4HYDk9oM1Al5dxq<%{%Y?E*X(R|}E084CX1zNgG zX-Ntry3DYOer3;+5=|;jr!wcwNryD&F1>5ac87ysYoYE1$BpR6oqz-3`sgj{bJU0H z$KwawM~UCaR9$uf=F@?}@ASv}ZjrjR>dWO99Pd(tL#!+ZN;#E8Af~?li**b-hP&wm zNI~k!accU^9MzF)tJ<2b*X>n>=BfMu<5gSAkJfbiNh&>^?#8RaDQsB{Cry`$2^Wg= zl!Jlv)PaZ&g0AqOILywDKL(xiEhcY+uaJ^2c6IuH^tGQSe@9^Llm|P+uyj89_g5kxj04K`8Ftk(D* zrQDkjIOQlZzAbOGGJ?#c?sjpW8aHMh_+E!hEaRR6pK>8cF0cGtlrHCM(!G2hhlEVz zNeaH|(+!Hl_&rZ~Dgx;V;j@g0b+ux5HJB2QjlMg;n#D60nni$f7Xc9#4IWIG!Aif@ znFo@cz~0D{?!F7LqDck6vUZXYZ(wwwMsy+70tza z?6Pu}x^lN569W=&msBfj)R}GO9>6Kk`_h!`IMl;^7&q`;YYP6`kgWWp5s}Krd3w?Y zuMt7+5OuAS*x5mqVBo>C0{psM9ITe?2Sq!j$`cM6rf0E-_+aO;y{nJaD09R}Kyjw@_u8 zLZ=p9Mg#p?CBIT;m8Pe8)v$V3GeY?usA@>Bv1sYK?xWE^;0s7*q(VhGiCI(f57lgv z!f?n7bsqmjQv&VstMt1cUiwx4M+Kf?5Z+7Uzf<8cW&}2Cw1I&^I4mSI0)jNlyQ~vp z#|r0IGa<4iGzJN+0q3<0WyO$iVb4dIB=He7x%#Q)H_1LCrxl2&HvMMM1JiAb283Fs zOEP37#}uG`zw%~#(F)0iQ2T$2IS~}j`DnbZuY1GWjK*G9j+1w>&U^nK#FSlus?X<2 z!-Fn-01U=~Qs0TgSmJu@pQ}FwJj%uN*vQPPo*NMryd(|wAn7^y7Kkk*joHYInZ;Co z6PR3a4+pW5&hM&}DXSh-mhS;YpW@r9V||$8CO5!+F%RNYKERExnEPn3HkP~NW{NTs zT;t0DaXx#2@3G0fASSpqV0eXQE`Gq=gieosvPPm7`z=kvM^IBE$_Iwuwm= zu`;tU+p%QDVsc?{VTLk5{hEug>epmy=46ssS-*hA8cRhVsgup~FgstoRd>93oqtI^ zO;NnqsgkbruYNnR{^tAn${My9@1Dk} z;Cy_2(H2NLQpt=!&HRa7ihO0~MPMHc7%=Y|JdmdN*GY0TyEXPtV>J<;*D(L$2S+uE zFMsx6!@tcnSOvTHdUP?heezOB>KmD_d3Y2d5L^TSR`^$W zcy(R&Pho2$kua4;E_IFxLCw-RyS$vO$1y=vBDt-T=FL8ZpM3qI-Sc zqe@%IU753=s?#o}o?9Mn7k+d{0z5g%J=vhyHg*^a zv!uSeGQOxH1H?W~7#^V>=Fpp{d4Aq-KUJu;@0XCZ)jq-3sn4p$60A+F*6pvziVjzmk3l!zU;1K4BENEA<3LXDL*FlRF5a`D!}{;bySCcxJi^I1|Y$x78AtE#<_FdR`80PP!60UOQb^F ziknJ^s71gejpxY|_k7`&$z#*rq61ngzm2pww{@axc!t2cdh*lg+#a_jlW$-dTqhr} z_sr`Pa}i^3++yW>EizG;uX!M#yAo>o@1DdtNwL$B&-W&^`}&~QS7P^|HED25T4Q(J zaOjcVFj2!bec2|yhh{2w$pA&;5W7})hLzCZG_S0Dv)&ao(()Dt)>Uvtiqq`e{c6vk zCS7;3*eeOjB3%whq~yIXJiN$qC(Tkk11&Gty%pK=XCOGLoq`7W28ObTMAq7_HHc!nk#DFm=9 zq>)jtypSo@u}gu?od`~7k+^r@J2AGso=uQRegqT)@zBH@?PVm<=vBO=(eg;Bbni&`#9OlAnLVe0e?ZKw{BFGm z?Kp;icCY$E+4Vd82J1Wg3xs5#e`WjXiySveIeRk>tW$p^*e*Q|OK+87vwm4<^PU8t z$>MqaP_L3jf_mW2JX|$O)?d4j#+Kcvg#KOey=<$CDFZCL7yGxIpib1 z;er~yF_LQd)b(ui(ot2t`%@XfueLtA>tAPi`%XVWI{|JE^P=$+MhdC1;?gpq&&#=^ z>gBYX$A8N+nBR3fD??a~i{zoGsOz=bOW!2-hBAD} zCFF|uXGHTpJq){uN&yLXh|{&n&F9Je%i+s>kbqj_J^o*V{@`oH-{^CW#gMWcBmpv3 zGs&^tshDZXsdRc%`rZ}`ofj>^dh-n#JK#-+O*fxRzmTuUFZhU^zbVC|&coVQa9oO^ z8={vYKS=JHYr*x!`&3 zUY?1gnmt;b5yg`(Bf@8`it+L2=xr}9^%vI{A~=;#Y+_+;I=(>g((x-`pF4P9D;pP= z-*M&cEfi)b@76hXF|4jLZ>giur@7m{)Sjd8x#W|l^{s6zAEsR89G|vdhJP|>AK5*t zbcA`Xykl#b`1K|KtHB+-ync5|iWh;$P{7>aRq^NWot&#UoeB+}+RX(R6%WzuK* zr?!9l^=NhYZa`qa9d&@4JcFz^Sd~r} z*>3)Nf5lDD<+?*H0lO(B)m5US;mxX{^m?_#;@9N$Ly$OZv{E;wJ?L#g2Tw37_ zj2~5wwhPqTuY+$6nK@L&qNMLR!3dDgUL74ESkCs?G+t6`)=R{3SE1i}Ng zTZZO*Q}l_)Y@Ip&-Bz*Vo}0g_e(DoDr%@%n=-F#sJ_{H} z7TZHOk326r{>s@K<(f=eR{8D8r`X`G1;I3I7z&PMILZTcNj$T0hQxSP;rc#?(+DaN zm}l@P3jKa)1`#)0lKe$YPBDik5*{I2x#GydQ{$X>ZnJ z$kNr&Q-iV>Ctr*?#Y9V;N-6JeOIna=Z?kexCP%8JGZ$r75f4L8S=$=8KX2M&3D8k? zRz5Cb^O8_Dhc4v?jXaq&e>+YUUp&P;O`kM>n4FZMg$a@X2GCQ}WGW*xq0P{P5eLpa zE;NcCi?dp)m-QFOSji>RPCmfGoSvl5N*Cj$1&wZ1sCJ55UBxR{TglOdPoPVw`pX(ur~wZG zw4W)z*Jgvu3(gl}*)UZs(MEh)M9nP^+soz))Ip3}x!-Ehf>>lk3s1gB=#L|}ajBbG zE{bFKXzNwCya<%sU(s)X#K;fNRO1GiPDDVLi=3u^Vk+q_6#(iNdu|rCmHpD8M{l*N zv}p!&O`HF0ebvb(R$Z=pW_K+S-Nne7#iD$YS8`ytDPn!{0`=<0!U1S99k3H|p_!jI zKE^%iNcenByvKS+D%&n(UuLm33q_TQCho-YD8W`q(kkJ@^trg;-4~&8S@fe2p{9wl z(Ao3sdEh)k_o+|=b^DEl;3(rXV-!-H#V0D#tUFI;rQDYl!M9Q z6Lw%y(FKyH!xdldbwQ83u0bIdGlHg4yxNBgEDN;~ypJ>OAU=4nbv1H?)3%@BXUcT6#8q()Cuh0rOb)Zzx2joR zgKUJFocKk%z>&dex>1ZT(QP}VCIkkoTKG`BQKzEd%3V55kl(tJ&L__~Af zwXuwhv45@ZE3qCyXmGJpfjUu_6zOx=t+)s{#}4P<*btPyLHA&3X3k?pc?#*L?=B;> zH?ZW238*-NS=;P9A{eS>tN#+r)(5=}DC; zT{cHtGdQMr9=j6PS*2Ahi8!r%PuD#`}No#+mRUp~RT{ih5 z&-$pA;H8&l9_L>br;#4Rbud`7*`WOfEozK=UE|r@OS0N9y*;t{TV|c`IIWaftcV%2 zJHwsz>YTGiyP8yRkAb88F|fn!nD{W@t@lo(gdQY?9>Q0U{X%+JN*eZ=jb6Dj$FJt; z)cLVmL$p*|3ME`-IoB3vU1Dq2dlK;@4n_q{V}PV~rtZ@uld1ed%X+NomZe9De&VJ+ zE;1P*NpX((3&iBZ?U^de7*pdNu;1BjR9X)CRdqpKWl;;?U<3WK_#r zTHs;|3Bn1`JNvmMF3X>E&2b10Z6t`M2JKvF5qdI{6CdJMCTl(A7O!^tMwSCa)g0$Z z011Crxq=<)OWlw%g?q7c#eH?U9^&eSc$2Hb;}Uws4PpsXd>)}T1T)+YBMRl8au1Zf z%Cg?N1F-7svjoBD8*pw`c127Dn#0fAr60~LUMsYx21%+Norat~s`&z%Mwc3-{)rN+ zM~V}OFE0NU$#_&_Dct^PFd$|3rLCP9WaHcl|IyC3H=k$CXo~1!I8$y8w!*3r)@ep2 zrRHE2s|(#l&l+Cps#v)wzD)SRMZUZ&ty=LVD>xqB5SE`73A4*nQ3KI*%~NTs5`!(w zqqBU8E|3rR{*8A-7g!BqMQ`LjZs~FM<#`eZyPu;%C;os!qYqzVe2h`I&Y(vTL&hg&azv0NX1A~ zo;oMMb}98cdM#FX=43#fdoI6pdm3^>JeJ^CFwQzUFCFflTlA1E|2$HqjIA70a`-Cx z&rF0V_G7it`;;Y1^;Q}awnd+xdYZ^ckPUQd@wpRSNV|1HW}hbcVepJv<&&H#ii#J^ znkUaC-b$5=MwNDE9-^}Js%z!F@Kdjm(+Lbk0JETTdP1pSQ9*uVGc|_H&(Np1wgPT2D z*L$t8TZazp9|R3@o9{bB4T|fl8zluz&5*d7(Yq%D+HB3#8hKpitTY`%Z><&~OWW=+ zj$UffI0IsiCf~Z5g_#*p9dnUm+r{^V=ayoPVftc?f8lf?1$4V*KNuFb7WVS$vutvg zdcw^>OvhM z4jaPN{r?62IEMd8L?`!Q1cCR3-i5dNySIrp`2FORy~Qi2GS*9T)Rp_GKukz;6vBU$ zBQhhvsmj%v*Of2jpDjLfMR7}gq#yP1xb-?D?#ps|M^Cd><#rgr*ZxFghM6ezQn(wMXW-KJ?0wP{vzAQT|Ro#6HRpF_<9X zSGYfLxDOV|i{Q?W5S{JAegXQ~lDm(wv<)@9qL^I)!JESYQO<$Ujz- z{k)E(+dNqkK81*V@&TdUFkT`gK4|xCA_Tfds01+-yNINn==a^*N1ZV1E!lkUN|E)d z#0gX-og89k8e<4yuGB}yVRjL`o9OpSQ0p40jCP$01Z;^jVNoKM@arANZT0HJx;;&5 zYc4r<>q7yjL1O#7vg00GpP*4k{$X}I@*MpIaWLyZ5%4hDb$}0>u@0QZ6*-`R3eT3^<-lgPBZ7KF)qM_n?HC zOiMC%_$COWQy)WVGjPe-%9X+xj2u>I9FwXN8maPaL|STLN~Eh#e1oY}lM-*2uTYX| zkDF4J$`p}7S24+^NKpf{!%!QDo=h1qPAQLFJ(Y~fSzJ@FqN@}D&S5gs#P7EkLqD;H z_}#kp@+8W3jtS~vR7aCLYmOAcq!C%+7&JgEURlq#h1RIa_>qQveRE89aLs5)pS6dL__!XjuUDv`+V zI3B3d#1I80N|6GwXPz%>e}ff>LEzBup%6h||AuNoW6Conf$@bCMePyjHI>4aeV86XXX5d9sc7Fxw*OiN9vHCl?jGX_?M}Gf7?t9WCDS^ZsweU7biijs1t z^Y<7KhAKD3emsSDV%MXS64jvDOUes@`dxy;7YF8VH3vl*r zac-z(9lfDusi&8&ExUEebFDwy)h=l{Gt;x)I%yr|)_E~C>2y=vjXDf`jjeh;M3__H zF5~P7?TvctFN{;spA&X|95sI8{-!&mj+wiO9(snvy-mGd&w3%2?OTnzB>()pV~^=+ z=Zt^#Fu(rfeNVj485Z`&_)qoE8{PoU8LxfbXFwGw{F2pKs0>cLC=w73lA@ zQ>tf-^%7^AYoY!@+Gm-(j!B&or+z&om$A>P`v`ImaGp zEvO!0zYS#qfU_6s&g%ZYfMze;DpxyqW$H`1ZfkQw)g86L@FlB>ZCXc_sH)t7FWlP5Ul|gQU-+!sG5j z{l+_PZdY7%iM<{+KET!6|3!fQPvif8{r-QTRsY*0_CM09|7{-lpQeWYpmh8< zIsI>FRc0;@Hm3il(sA1dR!eQQ{aMH7y89Gja0vW23da$^anh#H4{`b!H}T1P&6W2=gsBcO^xT`SMA zwmU*sZs9cNCt&6wCv$4Ywr;ZhZg4B$T*Al{2qCX28pZS*Xc_ zv9Alf>(BxOKHm>g-ssZO$IYhoCFj5|NIuRbuc{nLguJy7z`z;%67Q`oU(Ac_T^B-L zDuiYC$7cwC`&{VT#IZ!eYAY1K6KG*htzB2c_;y>vWs8HSKq!C#=AFrRof0UE#Rnsj zYMiIL-wFnb4N|-2&mLe-*?1p0QMtI-)Fid-HIz9@+H^Fo*IeX&C}pWx`W(B}qUc9H zU*Qqs=Xx+NR;N&G z$PPzya-AJ%exb!Zi#KL>(2VdUYmT@P{Xaf&A2DcSFhoxZlP@>)(q=&%V^2#j;d$>% z$eI1_v7iNHD~zS!Gu{)&dsi5--vf3dgm2Cw$sXwKCla9$!xfvKT2CmZzz?h&=3dE6 z!)uSg6`krD)d920c&A#(9&#gyvw+|T9hqZb>Om!e3Alm)1RkkMjJK5FTsj`scUBJ2dTZsV89v5F73I>Kz_r()AGzsjC!Ka&)Q5TszLY`@LdYM^AZE42MkgpfmtZb+93q6qPscrIO(SRa*k10EU*tUlzm2ZNG< zAr>dI*HE#^JT;{9d4Hd}%xN5MDeMrH^}ew6qi|A%AQc5g&d;Cz2h?QCbOt3J=L}Lq z(o3x@#N1=pg7Lfp+;{vp-&kjUD)NDVFj+(zb@mC;G)a^)eiLWKY$%Sp!p$KZYeX|f z{AfSyD6AA=76k6trv(UMvC3^rZ%X3H%pKNl>;4rkTaz62-x6Ye1}Muf(A#CK0bl0H ze0jsr63d(}!_@E*@FHltwvHcKUw#viv_a>8%(U1>|>a;4NZ!gv&B?wc!kn{48r2fk(koTKO|$zP|0NB8-NOdhID`RwK|b zjXFwt?-liPXgNrX5#g~DQu%!1ayd`8=FJItgHc*tza*Xa(}o2FT^`>`6;I6MGXl#G zkX{wK$=_0QtOLHUD<4|7`;X27`Rr0mm5F2;A#stI2@pI}@zNscNY>TNm_i8r94*b| zMJl`fx>ssy*zi~`IPkKN@>8tiCSy@oc3SSfUzd*l{96$CG-1E4Fzu&Nox{x1b zfxhJaWmebknk*GckrVMrMIc06>exHePc)pZFzf%h-Vfr^i)F$+4)hgI5xs32c4=?z ztmEY0p2&0$@NGv_>osdPn{KpNZ>;%K!{+0vW0#eLk&dw&#N!k(XMDwUO|Xo-g1mz~ zk8Ewg2bMTRy%H+d2V2tZc5ly>TwFTY1!@W8&a8FT@ii*g-g`6t^;(+l@NwLc-|hEB zXt)pAy7lYx_eC+RjzKrSG%}0-+?j*#%h+qt_mhvltiih9qu66eHO1}*x4WIT_B+Nh zq_>bJwkv*2*7b8AP`@2aOx!#!SS~Xi1qTHu55<;MbQHR%GOPeYcylNLqGL;RZIu4X z^Z!pv;{Mm+N7azT5Fi|Q~$9W#>44KJso~8L+mK1 z0aA>qlT{?#d;D}PFgc~=P8LmxkrDwK#chgfN}aafOH32N&elig{oo6OPy4|)WZfBl z=lAthcFc3Mc7%$`4P8DzZ9iW7uj!p)XlVV+Om)~*d6cOJ-IecGA-q*~^iOln*G`1E zKiTGmxn7@aC?RFi-X}DB)s^W!i;KaBB8N55D{X4?vXnjIlv4a3zn`Q~xeQ(n3L1d# z8jDbT>T6h$&B(7$7zUwpmD3V;EVvi9vk^jto>(1OJImKm>BoZUHNdI08p;aUa*U;$ zHWKkqwXarG)S_kSOEor4YCwQ_oq#$Ia9y=z9Y?fApQt z+f!{1N1439nsKgLfsUZXixUU)LM4#x?3nG+B=JXFY>E8Ii`d&}oqX7kC3NA6&D6Ly zEHbg-{Wn%Or>9DA&P`8B(k9dGC!OMI3}Z1MM~!X6(HWrWm1z9@{#{zUC#%dp z!Trs(MIG|^Z3z^P2pZ1n)fG_)R&P@c-vUwp%CQ!FA4UHd?}U(XGMBzkFDSw4D36ov z(4-R@>e+A80L@;Tz`xS*)-cLp_1MsYQL0T3emaP-! z6(;nR7>1jBnVmSS%{|NfE0^dOBk1v94u~FgC}n zdSg?`kCoc%#%ojW&GP&?>wJR&%AZf-n;UR`Lt_CL?<_U`K~T67_OUsf4*m+-i%KZ7 zrfDcd!0{MJnWZ;R!XUA?OPE?0a||r{ZAn8R5|!CzSsbFk{a6St=Tkt+r`l6?K=)mm zt&falIpBR~{TIKb02l3+=AXbG;U9$`3Bz2&o=p2M5FU|JWLP#(;^^{?V)BXlueNu;(M?h=p^AO3Mkk!Y2V{? z!BR|2;7{VCu5P;>eE17dHV$d2;n#*5RL<^;J~!3^Zr@7+8zGcZii@cBU-*JGTa7RD z#@4t!pmyGzYpylBWjq$D_#EfTZC0#7@*m!dkoH;36BsxoXDAf^=sfhh?X5g~BklDS z+42C-JcZjY+V5#e!oyvla4anw4_O3xfHzL8-3;Q89UFATf_LApZ?BxM0(v|zU}qVXW%vi(TkoEbTQgDC(A z#f5F9(ai#HlX|G3y!vGC$<>|`^r+o%f_U>*Ph)u{T}Gi5-Qz~{jRc22uk4A)XRfXQ z3o{Y$&QX`Cbu)>kXsB5FR9b4|?+0u)1&IwGXcWya5`YEnikmM&X|`W46)mTg7CmQI zj8LER?d-VgdeeEnCBNW=*Mz-BjS%7?^z22r`og~F?M*Q1?j9}sp|ZIl^&8;PpCFEQ zRA7{1hsc=$O#=yJ<;Mx+D<=Xl_ixIpGkkWgU#lY|F0zasSBxIVa5XdsM=Q?5(nYg#dMqpoiY#BV#UuiW@m%mWiIpMwt7){s2Rx>=yZTlE=CGxd*m8wnrvH0qAR>Qy?A^q7>v2 zXb0#!XgKHyXqo95mH-7F>FAK@0`ptOO~!Y|e#YO7%Dv6dd96h90~G71F0odz-l0CM z0Ng@mAik59be$A%+YdO|UQtf|&-t8jRax1_vYDN>_EPhQVtV?7@2`o}-k+~~^ZkXC zg#~KWn3&Mq$5ue-Zb|R3wI@qn@FLHdpDVv#;7$bRKH+|gXR^-ZTxOAcb*JUVs07%M zSR6Z&uIwF^sO?n63K599huqw_Go=GIZqQL6cH=Y#=L1H|nOP_4(Wyhr-k(Q3ljZ5L zFH$ZsEILL<%y7Fr<4kO`dC^Nk?`HeOjR+n_KaJ+ru13<^DEV>46%WI%HT_ol7S%DH zr|*w)g|B_OFH^#6Tzoe!a<3QRuPmRNkwqphx;zfY`NI$|`smY^{f5t_Y18(XvIe`a zJgqd*_m?}P5gUe)GC&SvR| z4fuC3?(o2uY$Nm54)AhAiy%-)DQZ^ckYNOlLu*$-20v8A8y~;?HN7S7OPyH(^;60q z2ausTE7x*AKAc>rL_z{&>472?bM1*1t$b)Z#C3`ycVO*U5RQ@1VcoF|D_O!j9)CQ$ zQs%DDKZ2a~tRPzh3z#F6jch#F^6jA2%W>XNDE*9X7O~l3Uw+e)&Yoq}Mw1<#29A2q zSr2#|^se&P>#dHv)m+E%ADgl(d|BBq&n1try$0S}=?~P&>C3*VLOae@5M#Jo1Tg9k zJALllf5g{$JNS*WyZ9g5{}u-$Lq|nQHx2<_*N{Z7JOP+s0)toJHzUz#Cytu^hkd?R zuOtZkJ!F+F{ZfTd{*wytt+bOnx*A{E6WxqmcSrH~^t^-tPR5$kRfd>(!wZ9C?pL;o zpQF1;BVCDJmw%=a?RI?vx;>uSoF&nYx9T)*mH#?`zEK9_7tdcmdn#k%um5iPqeTG! zZ z-10m2^E_yaf4Ud1fV6^`Xs%$0=BH?t5!12|b`Dp4ukF)qeTOG`4szkv&sCkHhU2Iq zU&+c4qWw*PD94}F+49~(%tA1KQ-PkM)Zq*5l`uiFr-6Sz%*tSeC=&A|?zRs3(7`r2 z)_X4s#}%+0M#1y}jWf9ss%2|~KECvU|L3n(eCEg*AmMp)=Sqvhb11Lq{D54CA2 ziJAzDKFo~b31;)JlnePZq|RihHsC;j&f=2g&>vR zH5vK}?|;rc&-QRIypR+SzghzZU&W*5g<2k8VArXmpj`Vg4abNLe=6lM zHUU5Q8Y!N$k$BzPk&0mTpM0<=?6dQJ7uEv$lk@$64E0`IE`RdeE4`i9K2pYRw)1vE zz8^aOG;-^-qA>MU55Y^<+*3C)2GWl)o$ufB5k=P)(1LVD^4?@HjbouVUxB?&Asv~H zpjWahH-g=U7w5Og6!nCY+I#t|LE%xy4t||?utdfwZe$W!W_`?5^gzuDn&5de7e~!T zQk!xLZ4`W;X-wa>t?#=5uu?Z@daD#rbx)R+?PdgX`rxjha}qv{1X~7@kw8A^98e%L z?2V!w1T*Ip;{}$>Im&6nYQ?b&Aj?hO8SWal;b|C1j<1SWHSnqWfJAk7Q?l-Pr0_xM z41p~mNw=gDLdT5QrZKZGwGeJ8NJCQNCxaZ|rYwTs@hm1pcYI(G#xtt!j$8w7kb}#x zx;lBl$g`h9aNQTM2`%zb0KpNak*3c=UIO3aJbl z67h(hnCtZ`(YhJXuq#Udv>iYtj$#thrj!T&!t+O#wnb{W@(14fTzkKY^r}>>1R1=L z<24#A8!Qnl5+b)I07;Op9uqlZsDUJHC=sl%402|pw=H;=YkMxB^rkswjxp(Lm0~Z> z^@($566Uj;4kf%d{kTNK?Ma_!#9%V`qz(jPx?Td2fWMz0ev`hw(y>uH)|*R9<~&HX zmTClmT;v^T!_w1jTAg-{dboB%rT{eNyg9rQu-l%Au`jw>FXX7#`&yQ=5nyvU5~us@ z?|PFEa2}w+kINiDcgR<3mBX(F5njPBB_RxfFO8T{64Ow!{#o~{`H*f2b;7KgoSLB@ zXUdR1ZdAh;YTNT64%ey@c6RXX(YzxeZ^s9JcBrY&(2%-xq1F{YC0en5^~tku#k+Yf zZ(y+rP?5)v5>+7S4Tt)8b>%Dt!I>sjBYNOU4I#gZ{mLsq8-Qr5ei`S;9a(V-@6Y+VDc<%JFE|DAd<)#uc*Jq*{z5k-Hw}cQPu>?-8U>U zE(PcN=jl z`=e}cY`<@hY@cYaY+t-tv}uA;05}~s10zr|isxg8@j0-yE|on5~y}&LuB+Wk_A~v(@>Y{M|C}&WN+Fuh-$~?GB97&KXF~lr-l5cFIFn;7qcK z3uOJXV}!J}LiGD$Q*mNVIJQe9VKJHUVB6=fgG4pN^Z1j~pXNe@PEw{RJgDOY7^p84qs9EhNoCe8ajrs4b1b!#Uz7+65xYngk}hEOgN7hgw-U+NW(5C z_U!VxnF8I8Je>n8=?J(`<4`k1^=|iuB2FNm2P}uLh>a5AcfQl98}S>Hk4@3GkAqq9 z8`UkHHdMohv;}N3wf*n3=$fSr7ek#DzaagLdHF#S-$X$hB7PI6b(<%e78Vko1-o^44Fnk&T=8wi*Z1<0w*kk{qE z$--maOj_D>uh4u-nN@x_OK(tej`c2LyG8$&YL#TXn0)+rBE(99TZET|N5p!@5@1p~ zq#u!tHOvB$121zcy9v|=jswnzII+c1lxP)l*X-^K{=*tt^0pRDMkcaLWk=9wJ`N;- zWx+7N0W$SqWzY3QT(^Qz*!{0%us+{$euIUjSYIdG{4(Fx9yN!squIT{7?!8JW%^9R z6jW)X2sp1JwzGvpBHFrg1p~0ttYC|Jwp-F7ZY5aVLXPI(t#3PN)qFmyqnmIb@29gF zS_VF3b=|jD5(uud8Eaz_kaB9Rx2)D#Gg2N~jZ;@rUTRL2TAi|`lfSxp13$TCFuZ=GVS}48ax&4eK{I?@>9NA` zdYZzE+cklw7(%&vs4dXwc=W*Mk=(knSWr@KCZ{~QHV4RD&VxW2f;?D$^^IFpQPrR8 zE#e-&w05X+(e%kmYgfhD>H!gmiyBtLRg%U&b?Z!(@yNA2enmSrR3aI+!qbBr;6_iq z2XY;W+I?fj`MD&bCFNQTj*PAwKX+N>%}%4uyGT@v9Z~U6^{Y)Mg=(_hl6Tl^sTp72 z`_-A0dO@K?kQOumq}q7!Ks6JtE<NwA4 zSEi58pD(>+e0%N4nO(D;8(Wi}N<(-3>enyqaC#{STJ>f2&I~eITR-+Z3qmMW!)j)e zhio;fAiE~a6IQpRRBz7Jtj$&3WWG>Imcz^oYn3jCdeEug;L7YzlJyn?!0Qqa&59xM ztUB6EFW-Z*`XSt;I% z$sc7lv_0x^H#U?^GRk2%0y?*P!)L2LdM(Q>Q}a1)0#5u^K+5Hl!|a-crhkv^K-#k| zbL4XpC$DSuSNevv{@p}1j7(xMBf4n-BQxsmr;qX`C0{r*pfg!+BY}`cT3voN!l{5E z<6dY`w+!mxtJ%0T1u%@9HioAMjoTd}B6Ggx>Z%)+mX9B+A3&Ng=ly*~r20$eddO{O zluJTyL9>k{A8W(97DU}Jpvp^>@gYDc7I$E07mD;tW2JpPu2y9Sa=2wU;Dwn^fL6j!@C&Q#SzZ+d+`*}uTjtu@J5fbBfRNPF}@r-!^){sev zB~ifVWjuQQr! zlGOiHqEu7ax+$t%r6*R9{oj04P>e@m_Y$Z&Nu%B;>92MO{TxiL4RR=4Vq>44H#W zS-Ls-s>)g_HAg%`sX1FD5j40JNt!9DT$I}5vzf`PgUSM9q4JAM*r6fx8T(Z3DaUB! zw8y3KT_P($c(9XrUg*9QMu<{q&dv`q(UbTdGhqlBr6)n0<{->`^{d~fLhes7-1aA zTH@0^AVhNW6@22Fn5xp#X|JnYhL{y`Wf!(qKKt9#IxPIDO2lDeAU$?;@xe7NuhQTD zt(yw+D|^jby>#Srd1%~Gh%JPViVD!m94mF*ErL}1PlM<%RJHoF((q`Z$0aVuNMlGAW=XkHo^$3aV# zDKv|azIVCDnw(>VZto<`6*P^Y8Rdi}`>VGBtf}&ES&sTq&KwTS184V4B*iypPwdA} zDCI8RwQ#O2I~uyc%@N1%(+Y+N0Yt6m4>RMeR2T23oQ(p+s%G2Q4BbUr?9+ul{;A<} zwFl)FAkO81Do*lW?RS4U{_u0l-w#80MCn$&eY)_ZKxLN&WP4a z6(7{~>s41(lh&X)=jHE4=$_{Mlofh3#>;6gx5$N+&PgOdaZx`3;KfO3SOB65kS z-2Vz5s4FT6hC>h()WV;7`26k$J@>v}cgectr9bw)GCg%sPW|799H_jq-giUdHZHtA z;PAnzba`^81MV|;>XCJzCYd!cN(08t+I^(|^x!nKS zvbxjO&h0p$#Z>>;gn{o}S-tF?Ki@5qJNJ*zZvEYu!Fs!Opi6P7SMD6hCMG(>)KIKU;g^)C*4+)P4O(zjdv)l;q?qcYKysbm(fr z;h<7yhWnGjSwh4y>8b=gGL;o4(q; z@j&K)ml|$=`l!uwVC|_5)&KCgM@&liMVZ;^*GJHDH ztM%>6zxNs`HQl!C*JtmEKfQ9()gS+sx=#7em%lyHCBb{)-N1!=dwnwd*l^F@ErY9e zyg2CH2ji#J8@jG^=$6rif1dko&vQLaOl{V??RQnbvv=7$=}^sjYdSh6oRYU@{P(jT zKL7W9ea2ob{rVpVR`gm_t5NHm0m~XZHnd4_czlI{yEYx%G{o_IgM_q0+kVONY;oM) zH+%W5Ee^J-|Jd?3wmp1g^@+yFLzQVu|CRiO zuh$S|#+vb+=RNb;+^6PjeY#gklIx*Wf7)l(teV`b+W68>D|~aTU+DuEAM96Z`+4!f z4@xRr9`o^-1GBzpzNOCZ3)l2pTYpOY9Ve!3-dKB5m2Gc6JIf!xtZ3sO86yT3oyhB| z)}MZ6_Rz!cc=kWyJzK5KggX7&RO-0o#ceGs)xXcVcKG~`=Qp-nF>LPmdMpZ>n- zr1A4-Z!E}sWRh+B{duiE4j1*WPzx==DCbeb4Y`u03^h-i4J%tId36 z-i6_J9?u*5;Eu)*H+<~Km6J=>Y_4#n?>%jPyLkH<*i8KNkn_HO%&fM&&5Q|0_b!+@ z?)4W2|GwsYqvKWoTym+;kE?Fq)+&D3N3&1&yPo=9-<{Qauf6`?_^m(wch8U^=T99b zRo$a2EvZpZ`g@h0O&+@R^TD|*=H7nl(n||YJnA^Hbm*>S%WEelFL%uOwC|JqKlQdf z`^kuRr#D@n@Y#W-{d%AIpxe^UuZ`Kdx8JU@r7xyFwe!W)?=S56eC6f~hYqYi{o}iH z77tawTsF7!w?BLCFTIp~*WKgCT^_M?%=6z@`p?uJv&SdwT2SRVe|+PSS+yQNP%O>e zP`csD`#q;z2wq$itkeI~Gs%Z~jcRnR>dI!{kG=ER+^dyaT;8y@^0V8LzkHt2L%-yT2bCdi?a~_g?qJZ%SPM?2xLh zZkyl!qu0AX((mOr=03Y^Mj-F(d} zU9T4wKl7jQ&lJ4h>++xD;mHal}iTti3GhCR-_y71`Ld5zvWyZh^TjlQ0+@9TNZE;Wj4_{N8ERRdW?Rx=s=y4tfVo? zC5t;Q+p+lDqiqtVk8D=>biKl*aXm&)F7h@n99Xq*PSNgWm#W6C{IzoN$IaEmk~@-~ zSa8(0{qGIhO}TB_iUAF0e%$QR`OT9T4QLp*_KBvSJ>%*zx=fL?EFLzFR{kcwgO%wiH^`>Lo#VM1YsQ1U-ubL!{c`UI} z+}!cOl2tFezMDFu?xw_RzLbt7XYzxNxc5)Kb-Zq$5yd@I55K*>Lt-!gOFcUz#=X~R zrnEk>BqiyU?!j#j%*dZQ>){d8KN-+;93x{?rYyOsVTa$an&zLo3cvh1* z+`&LdrS-jsfrSrnZ zci!?%aQfmI4=h@|s-$L8lWtX}H%Tp0XYYT#R`VYpnVtE0i|2~+Uwf@eT9z}eaVPAd7L@vMoTba`WV@|&(_i_)Gv-eO|r zr_L^QyOsEoHl!5QY+s|}v80LB|mSIsolekYahRD!d>;2 zeb^)8wyn$8tgl%A;occN{(Yxh3BK~(xYJkP)E`p3rNa7U8TVF(t?r5TCr5Uw;+%HN z@wC+TcgH1cU*BnBdd+XsUYt^+PN&Vqo$h~rT<~b!zs-+-Ex}oNT+yg5t<$DKmoul+N7kMYS6b`s zUw^(gufc}a7x(2?pW|&hw$6qvlTJ>^O?>FuZ!1o}aZI{!@uL>kN7vrAbM%~J2afE? zxug2o)hFMXQCfU#K>Tm(oKI}oIrX%(V(Nv$>&I4(>DPI>`{k3@)LobMe=}h3(rxZj zm$q*_l3v(qWAWGu4X5s@_wDvk@+jqG!IcinDqM&v8k z|8-&S(Uoh?jr_aw+I>F_n^9_e$K-NDmPkv8-mK7P9LQ|HbP+&OFG z>go$iuRQwA&X*p(cJ21Qt54)bl=mC_#!xizj#$0!j`n>aR9zme>O9o`|84boq{?$* zC{X3O_?;v#*{4FxOsiIo1j(+r$!3BSM}llu=)MB@slZRd9Qf(7D<1ySZC70Urw3l+ zKfUk(gDEq)u7k_3}db_}=G_rxnBguBJ3ZE5A%?}m~ z%x5p>*}J<~Jt9I0fNmX`f4 zEmG_gaT=r)pJwY>e4qfNO>%;73g&^>`6y^d=k&50t;n*!^8vAU$sRBEDwA0LDiu~h zFe^XX-zuR)LW0xjb~>G2+3EC1@K1r?F1V`fH|&jb!k?Tja^Hdf4cf@_UJrkc+?7u?$aU zm{J^Eh+Qf`iAFO@rVyUgz3A{H{Tqn4n}{|MYobc={I^yGiTHO2@e<=Dd0Ik`8q7pG zX&h}Np1FuDlfH@SL;pm!DQ!X~fcDQ#0KtpkOXQvWoxIEMJyH}LCB@wmv~(eQ|jS|i^Gdr58S)?<%Zp;3M6 zE}38JknPU_ALr-<0Y-N_)mZp3*iKmtdztOv*Si6a3IhfCj_%p%1N}J=`Z(HU2L=v< z_l845JO7|S&~JCPboq!sb0kCfqzlG0iXN$Fh%jR9S>_!}`i?c48=+(BTN}wvi0sk_ z2h)cSi5(9qL;;9`ftYSRIvPcefKI1!q=QG_u|@|Ybo^J+!K+6^(u7A5Fey(G_)yP8 zpt-h2==ratfr>EEgi8@HDNh;zxpj&tX+oq3UH_FtkR&_gQ+jNS?Ly~_Y@(17_0C$G zl$-|R&_goTtoT3<*r|L9jRzAqY2iS>As!Qg($*j|<^sYL7@`K{ntlYbvGN0#h->K?0KWokr|t`Wgs0$3mE z4X^`9vTT>Ja2Z?AR62(MZX`aC31@~F5X_Pfg>$~STWvci-yZ}Clbmi&R7$`Uf~LSp z*@Tl!mtbh{rk<$qrkt4|qufaWT5DrFQyQU_;cnHYgkfX3!| zsf!9hD<`jla z)fk+&d5ks2iZnt}qaU_$jAMb*NMk(48e@r$NMk&)Y7FE+xoEF|^Jqx^1*FXb3g+bTrl(3pk?0iY(3;_!uj~0|BreM`N9_ zfFsfvTJ92^jurqSjnP)wL=YWIj6oWssi|QV8#gRGNMp1$4-s&*#2BP8v{WJ%Izm>X zKw0Y)&*v4j*0 zK{VDJa|wbR3qds291A#Ny`iNIu|&CW(mTS@SZ}OI5TscMW~`b6J9ZF6W6iOICDt8U zFAx(gvF4bRD_D>qtT`r?3g!|7nUqDn=Z!-k7ZSTaZbtHzo`ImUx3T$7Idl981W! z^t>@y_qT#2q+AH5vF=#F5^Ijh+P}F3saSJN*8eTwi1mgpI!3oa`sMYAD-0@D9J;|N zI!Fr(RIq0S@g`Qyfei!*V(ihHigm}N_Q3*ou;!Q)KUiAd#JXd$C~b}<$-eZ&q>Itf zIc^C}tUM;=3s%s?+GA2QU_q}XdA3QJ0NI-v3}h!{ z2Syq$apPJ6DfVIks9V;X50i2M3jzb;zV(z={r$a~32)>Ww{-6;!d* zo74?hK@~6aOEDJ?NO+-N67~S=*Rm|3iQNX>)EkrW#B2Q$%x}eNJn?eB6mtQAgqQmz zlM(`}3Xf~ICA#xJHi}}`VNyw8LFDnezZ7#NfrM+RC6ihLE8>Zl{-v0U2_#6S^rp_F zoWLsIaRq>6QdMAqNl>_oP&L*hD&A%$F9hvxWKX~VSi*&V_*SQToE9d)EHO^>~K+l6myw@go^?sdeA|1<7o*^tVO<< zwFuV*NZOMHB8a>tG_e}N^p}y_w8C_(MZTD$I$Rte`C`^0Tpl2)H@6(Zj)8&wUBV7* z3Fd)}NNK2-8nD=Ns5d7_8i+Xhg1I0gM5FOs0}%^5Iljc8Zp;Ei>@mn$5(W^X&mC&8 z#Ig=kK}IkwV2MTDWEI{5MC32vL(uoEize?x1j5|%3n5FlD9N;JOvW60)A?rD z6Gs#<#ZKpS;X+DJ;6f}sT!=8ih1gNJkiY>h#M{G#m>0MZlK>Y6g-&Xvz`=gBksY98 zXJ@$C=oAh7jX|L^A#lf_(8&h4V^C;PpJJzZI9wPm?4VLR6l9S8Xi5neh6_6b(asJo zgd+vXBQ|!7nw^~qXJWJ<`rVu|h9$&rl*W`ee9d z9-dt}JZj;fotmW-n?!91xn~@csLqmmMr|o{L z$g`Pr($4YYQZI3_mzdn!Brf=D1{R*@qAxMohkMRnF8ypGkUYov%N2l4kwH6G0X7#! z?zy~hEs(exNK6lG5?2I?Yl6g8L1MaKm$)*plpNr3bzr$Kx##$CjgYuXNL(ja3I@+{ z1z_0@xu@^hB&Gv!&*{XqK;mj3aXnxGE*$Q_^?-$v}bQ}mO&5Hq&AEn_Q8yfewc7d2Dd$&3J6{L zjsdy=O?!Y2v)W~+su}Lj=0ik1Qd1YbNBz{I%nYP3CVK1#o>`Wu^^6fTSX3~kU`N4( zg7t*30Bk0hOR$u90!}t5xUw`9u()`}j14;aI1Hkgu)^GscpHT=GIvdkxS-7Ym9>Nm)q6LU{~1cC1WN@ZKod{Lq`Q_hhl6o=@eZ zVh|qUJyA04E;>ibv@G&S*~kRqk+{SFDAO_)E$c@LTE>HBhM54FL{bKjW70Ad3F2_P(MvWdin9jSP4ZX0RWPZHvj!K3Stf~obfEnB;s{F&GEHKlv(gew zIDiiipV;Uap|Yb`F=0(=#Vq0LwfpRN{@J8p%o1Ek9EAB|lcF(eaAindF@=q1_5Zgv zoM+HXn;=|b88lpZhQ%{wnPeOs^Y~WOCpr zJJ~zJ5u|*IN#;{bGM`%2V{B4ASiTAe5fAF!cn;yORXB(Y5jG}y1V5RT%{VhDXVY_$ ze5^^08l0z^o0%TWB-$&pNjp76GdYNIv@sr%v67X=n2`r1^NDmsCu1q+lQe9GQa>n& zG5JI#A2UMNq+%`<`m;$*0W=0irUIkKBRUSSX;D2yGY&xBPWf^PAoxdX|hQX zpoS%EmYN)OEtjdj%qPnc;mET$%@RIs&8OoLWMh{W))Kl@p(kK+8jh_^YU^|?VUz!Q zh~>l*oc5Sh5o%Zxag;J&twV$}v4$);j$*j@3W&^CK=hDJO8-JEVXGy20w$+nuV_-B zr)Nn7i7Y3UVE1TJide>y$fK0`k`N*sS!cOfE#Zr>GGBDkL#AvrfDByFO!$Y@IYd0; z34gxoEc4|xnJ=Tse7Q{K%VK(rOo}9hSSw^R9B$Jv>vv}{O2vU|{(eGNYp}~ryi+ryF zGA_g;W7{gETQ`MLm`B*^2|Utok_nj+Rzx6B9orF;0?pq3U`Bd=Ru1_f0-Q`v^g-s! zu-L&NSz?bx*Dc81!jr13#6gei4GFYU@kIUn07)(Rim{%JCPlPmwkk3yIUSH}&}XBM zng>~|&_h39h3QJC)$LLvZ-N`2wuQ-(G*BHxMFLpd@EY;f#qQmCrq zdj!8+ZhVKlpN$e57?avu4c{Y^l9v}C?pVrqqVb(ihw%ai9c0C%0G9JzVMPuCcTjY# zn3Sn%xTCN#2|dK};|_|iS#Ji46Z#}bl!3B=Ay%_z4S=#>E;3gb;o*FJUM`~JicH@z zfDB~2`N)A6fXTeTg%4S8X%v%^+pt_j7GmVn6qC|eom~6{TB~|OAH@-;=Md_=YW|KV%D|*v&4|EYl3yMh@ zoK7Ah#2>NBL)h+U3!Kn+jiY^yKv1I~jF?xPA)qF~9Cb_zD-DpA16?bSH^KNAfcoMQU;K@&CnEfX_x{t z4|?S>DLvEL3|14SNA`x8Vw73pQbonA@Gl(0MjogVsd7!B&l=Fqm@70^gCb69J24$i z=G8b?SXsTEhA?f9ExCDJT3A(BX_p>i`EdoOJSK&BWx5i1pb8xr4)RQ@GPy^OqAPrZ zg2GGOkaU|E@DNvM@S>+7Ef_@5jJ>s1S6F429%A`%1t%P46?|b`(bS=7jDo@n@vuaj zgx-d_!t2WvUg4&vBju!l76RFB%&ls^uF4EAWSYz@K)p4cYlUm10F~CTMaLvkcuwmZ zg_#>%{;8OhLH@Ol97=+q8c1OkdSr(f)Bx#NV7ye;J}|I=d?AzYLD5XuQA(1vcScH@ z4BJ`u#!MqKjNvU#Bm#$>MeM@%iSTV5JlbL^P0C2flYDDXsGf;$I^c!+P#(^nVuiI( z|HK(8^HIut2M{YNg1_@!Z!+HjB=emps@imj$_jnWeT%r(C<$P1PF!GgXGJ;a1W%WG_pBT0@?m9>BHgk@<;$l z=}9h`oaH+r`Mn@aj_&Y~_T#&>fmc9~-`E3pV!InHD3wgEt+k$tc4Yo(e*gJbTdM7wT5pn=cU=4 z_B8n9JdrZ3)G~?E{y(Z5!%jJ!9CLAI(0CFN+7H77C3MH^58o-oE}`!fqdPVf9!`cX z3?p6@&n`9|f$$I~WZ^<`Nb%&3Hf;4IAOJI6=(Co*tT1$8IPhI~yrhs<6taRs8?Psf zZKtU%(oR$RjqWtH#kSMb&ezw=Wv8i)Pc-s%2fpl}+i7aIu+!95&O1$Ehba@la@uJM zdcfgvyJvByDfj^<$!Mpkt(KVFxKQ zHx_rC!j4pKvm);}wUyV7)BZLYOiq-2r_j!<@eS@fwUyJpQ!v0(N?`vfvzk`-otEu+ zcv`-vR04RMS~q*u$DX$SHW#5{xHOYP57z~<;6mnSC4|b| z$8z!dIqaw$OAwTNHuk_!$REXbzS~Ol%&TMAkgw4qw^0`Sh4g;USX3JxgfHM+r{} zaJ<6FDC2%8QV(BQ24M@|bDijKgCciEJ6nHEv5rD@LYp;qPao{hgSg$FM}zJ>*x5@- zU~_cwXJ)0h3yeyGpv(!!YshfOg$&WEBRMNG56mNr)k0Au=L7dtJVPf>#|H{>^X+aO z669Si5^ZyH1Nn~Bf{gsa;eH3H7;?0O4@moiX{2jse?V_wej2!omOcnh+-`SE;4h@h zEfvrfw?}O$x%)#$x%rTf z;B=GcNE_VHzr*vocL5%GmptnNIP_Tp6W;f@TRYl9zC(}4YfHah>_~O=N=YRDnhnX% zAD;J!!!bB3e@H<_%YlI$N3X!3o-Nv^COQJS838Ekh7)2O8QFmhM^1WHuBLH7CeLN_ z9C-y9Iazsm@M+|{mN}WtN%p|1eOL;nr!I}#wA77H&ri<|42FCSSPiK)HIF2H8|?2A z$n-mU<@vi6E44WYRC;h&V(y>-5R3fuXWH|F1%4QeRyL^Oa_r-Se)1V(&QLcYJYf)F z4kbLf2U2to1~Ll<`a{pT;@LBVne=&Jtcx(v!~YS+5ut!~!cYa^%D`O31F&e9K%xx5X2lQ{%^8#r+wx3&$AVQ~{HscnNMHz^K5Z7@oq%}2Z z(S2H|O(6*mYIBpC6x8M+USHqlr6-)AHee%u&f_IsMgN>fC3706EyCEmE|T}@pYzJ( zBox%95WkJuRN@_Q8?o@H%|jwD)aD~;Dr)nP@>P8s$echwA32sDJ?EoQrT$$X^`fXv zA#ng|a}jTW+T3KV4!4OiOX%8E1=Lh{4otq#<`a1iB8h3>RaLShLf3~6{0hd| z=cK0(q37rcF}O|Okq;~tmKUGXMXE~CyKb_-6190q#DUtpq;?3mk%}hN<`ekqbE<+I zfH;##UjHtn@It?mM4~eE9Icf{Z3>xbL2WJ)VW2j*U~_zMI1-jMXcKIS4-PL9#tWz3 zisMiP`SZbnLc%!UkRYL7IQU248ze&l-yqQu`UO)g&=0o9iv7Atw5O*F1nC0(z#WPG ziZ;wAt0LbZh!*;V(kFp_FwHFV3xTh|HwbpIo%F%Pzc60KMQXwIV^iE@BOGe;koi5- z1|C>w^9i;cEEAdFLhq_%oh{JqtRpg}y@&?=oq&@=eA-ELq^U(DdJ$}F<5uWIy zd>*&ROONOW!A*<2^ms*Hdf-W694eXH(BlW-1pNS#3gZQ_65x61&M5>>5qSx*nfNZG zTmmj0vc!hqc_Q@d6=lfl6XH{!R~7pORS@_AE?&@&2yvLt7r{sQB8=B3#-gBYqW|!D zME~J~WCYW|=N0k*pD%(>_NijLp*n?_%cs(La6O$>diou16Mc%Rh;feU5^WQpBG6Qg z5QC^*AqMuTWS#-Zf$9_DQ=cm8FA1};tf>%lVVbHC$YT7UP4EGPeB!&Jy;336!~R2s zEECJK>huacSHXp1nS?eWS5uv;;PX^S--LHToU#5AmScaZ0$K38UImOhqCI##!Jax{ z9!3}&9H1$-xybf6om{DKz$NYjqKybRN1zpiQrL#6a8RTOPbF*Q`hMY{M?p5kyxXb5 zp@0HBn6wtg0cRg!`l+%@utO>=>x=zH7_aOVc?2d$?88Ua{n6M&->t&(Kh`4^s)q$! zpbS8eahQ-4cnP&O;=3>%hH-I=d7}#EUZAN<%&9) zh`Asd7kmY@kqJXxzp7V^ZNa68wD&oMJVo^>BCQ|@7HI{H!~KGB7i_H08v&kAw26>@ zi129rkA7^bBFKgpP{#TJG$mEMx_2c-#WoBU?A>H7T=$%+LS`$pxyfoFdJepW(B{Fk zf@yeK2Zi1R&!vACo}(u)R`gnktv z2P3mr*bc!F>GZU0{WxGnK;RqbpxCd9<5=he5(bQ)3k;Uf1{2>xn~-k-ejXgFK$~En zp-sWLE<}!WbB=y&U=D<_xgavexVXtDt;nn4bq(l4#j!H<;llYAtZPJ&ahSdm#_M)t zn+@=UxeRC%=6&EOd%7)Kk01DMp%3ugg3f^N7I;Kf5Ak>*WZpe5@%8h{zXu?n<^bJuY8J+@ac*(t^X(1z_ZJm(hT zQ*iN^F2r03F(H@(tka<8^vrDSIH1ji=>jGKEU%tc(B{HE046+q*bb34A%_KXAmr0P zQS1Z2Yts6biAeqKb2oKzb~bP8Tth2%gLB66Sp%6Bp*aU2ZR_V$jjg z1#TMYIWZ*y?Mdo~#{q5FmN)^N5TkpX;(8uTr3o|umJ9Rpu%e0W8d-)F#^D7)z;yA# zenq6epbGT#eH{(F5DJLTL6nYY1wDvshAw(UjUJxMCFE8RDq~*(Yu934>vf4SD-;=s zG;q_e7U=tR3%UThui`ua;sa>Zj}1QYA^HILjtABSvWi2#auMn`KbW2cpYgWAN`7kA zXj1;|fy(bdKKy_l$l(xVogePt9eURuYKB^M0D*P3Z=c|58z1j(Cn*VD4;=lX#)B*I zN$u45);9A;NJR