From 873c2ccdbd5ae54d0c82308ba7ac54d9b3104874 Mon Sep 17 00:00:00 2001 From: didericis Date: Mon, 25 May 2026 05:10:48 -0400 Subject: [PATCH] face_monochromatic_pairs: retract n_i = 6 lemma as empirically false MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit CRITICAL AUDIT FINDING: experiments/check_subcase_iib.py shows that Lemma (Flank covering, n_i = 6) is empirically FALSE in full generality, not just unproven: Across 142,812 chord-apex+Kempe colourings up to |V(G)| ≤ 20: - 9,228 (6.46%) reach sub-case (ii.B) of Case (b) (φ(A_i P_1) = c_1 AND φ(P_1 P_2) = c_0); - 1,314 (0.92%) of those have P_1 ∉ V(K_b) ∪ V(K_c), falsifying the lemma's conclusion ∂F_flank^♭ ⊆ V(K_b) ∪ V(K_c). So the original n_i = 6 lemma cannot be saved by patching the proof; the conclusion itself is wrong. Paper changes: - Lemma (Flank covering, n_i = 6): retracted in full generality. Restated with a weakened conclusion (true only for Case (a) and Case (b) sub-case (i)), with explicit acknowledgement that the sub-case (b)(ii) configuration falsifies the lemma on 1,314 colourings. - Proof of the lemma: rewritten to honestly stop at the proven sub- cases; sub-case (b)(ii) is identified as unprovable by local argument (and now demonstrated empirically false). - Theorem (Partial proof via flank): restricted from n_i ∈ {5, 6} to n_i = 5 only. - Theorem (Extended partial proof): cases relabelled (a'), (b'), (c) with a' = (n_i = 5), b' = (n_{i+1} = 5), c = (n_{i+2} = n_{i+4} = 5). - Empirical coverage remark: structural proof covers 7,531 / 7,930 (94.97%) of (G, v, i) configurations up to |V(G)| ≤ 20. The other 399 (5.03%) have at least one n_k = 6 but no n_k = 5 in the right position; the flank face on the n_k = 6 side is the natural candidate but is no longer a tight covering. - Deciding-face conjecture itself remains empirically true on all 142,812 colourings; the proof's structural step is what's open on the 399 triples. Lessons from the audit: - The "+P_2 ∈ V(K_b) ∪ V(K_c) implies P_1 ∈ V(K_b) ∪ V(K_c)" propagation in the original n_i = 6 proof was wrong: the cycle type (K_b vs K_c) matters in a way the proof glossed over, and specifically when φ(P_1 P_2) = c_0 the K_c cycle through P_2 doesn't use that edge. - A correct n_i = 6 lemma would require a global K_b-walk argument showing the {c, c_0}-cycle through P_2 coincides with K_b in the bad sub-case. Empirically this is FALSE in 0.92% of colourings, so no such argument exists; the n_i = 6 covering must instead come from a different face entirely for those colourings. Paper stays at 21 pages. Co-Authored-By: Claude Opus 4.7 --- .../experiments/check_subcase_iib.py | 215 ++++++++++++++++++ papers/face_monochromatic_pairs/paper.pdf | Bin 1297020 -> 1305716 bytes papers/face_monochromatic_pairs/paper.tex | 182 ++++++++------- 3 files changed, 316 insertions(+), 81 deletions(-) create mode 100644 papers/face_monochromatic_pairs/experiments/check_subcase_iib.py diff --git a/papers/face_monochromatic_pairs/experiments/check_subcase_iib.py b/papers/face_monochromatic_pairs/experiments/check_subcase_iib.py new file mode 100644 index 0000000..8ec9c36 --- /dev/null +++ b/papers/face_monochromatic_pairs/experiments/check_subcase_iib.py @@ -0,0 +1,215 @@ +"""Check whether sub-case (ii.B) of Case (b) of the Flank-covering +lemma (n_i = 6) ever arises in chord-apex+Kempe colourings. + +Sub-case (ii.B) is the configuration in which the structural +propagation argument in the partial proof has a real gap: + + - n_i = 6: F_flank_{i, i+1}^♭ has 2 intermediates P_1, P_2 on the + F-arc from A_i to A_{i+1}. + - Case (b): varphi(A_i P_1) = c_1. + - Sub-case (ii): varphi(P_1 P_2) = c_0. + - Derived: varphi(A_{i+1} P_2) = c_1, varphi(P_2 O_2) = c, + varphi(P_1 O_1) = c, varphi(A_i Q) = c. + +In this sub-case the lemma's local argument (that the cycle at P_2 +passes from P_2 to P_1) needs P_2 ∈ V(K_b), which isn't forced from +the local data: the {c, c_0}-Kempe cycle through P_2 might not be K_b. + +We check: across all chord-apex+Kempe colourings of all reduced duals +with |V(G)| ≤ 20, does sub-case (ii.B) ever occur? If yes, in how many +of those configurations is P_1 actually in V(K_b) ∪ V(K_c) (i.e., the +conclusion of the lemma still holds even though our proof gap is +real)? + +Run with: sage experiments/check_subcase_iib.py +""" +import os +import sys +import time + +from sage.all import Graph +from sage.graphs.graph_generators import graphs + +HERE = os.path.dirname(os.path.abspath(__file__)) +sys.path.insert(0, HERE) + +from check_conj_3_8_scaled import ( + apply_reduction, + proper_3_edge_colorings, + matches_chord_apex_kempe, + kempe_cycle_set, + edge_idx, +) +from check_heawood_on_kempe import dual_of, vertices_of_kempe + + +def find_flank_arc_intermediates(H, named, i, side): + """Return the ordered F-arc from A_i (or A_{i+1}) along F's + boundary as a list of vertices. + + side='lower': arc from A_i to A_{i+1} (= F_flank_{i, i+1}^♭). + side='upper': arc from A_{i+1} to A_{i+2} (= F_flank_{i+1, i+2}^♭). + + We use the planar embedding of H to walk around the + face containing v_n + side_0 + spike (lower) or v_n + spike + side_1 + (upper). + """ + H.is_planar(set_embedding=True) + spike = named['spike'] # frozenset({A_{i+1}, v_n}) + side_0 = named['side_0'] + side_1 = named['side_1'] + # The flank face contains v_n + spike + side_0/side_1 + the arc edges + target_edges = set() + if side == 'lower': + target_edges = {side_0, spike} + else: + target_edges = {side_1, spike} + for face in H.faces(): + # face is list of (u, v) edges (or tuples of vertex pairs) + face_edges_set = {frozenset(e) for e in face} + if target_edges.issubset(face_edges_set): + # Trace the boundary, return the vertices in cyclic order + verts = [] + for e in face: + verts.append(e[0]) + return verts + return None + + +def test_one(D): + D.is_planar(set_embedding=True) + n_col = 0 + n_subcase_iib = 0 + n_subcase_iib_p1_covered = 0 # of those, how many have P_1 ∈ V(K_b) ∪ V(K_c) + for face in D.faces(): + if len(face) != 5: continue + for i_red in range(5): + res = apply_reduction(D, face, i_red, 9999) + if res is None: continue + H = res['H']; named = res['named'] + H.is_planar(set_embedding=True) + edges, colorings = proper_3_edge_colorings(H) + cand = [c for c in colorings + if matches_chord_apex_kempe(edges, c, named)] + for col in cand: + n_col += 1 + # We need to identify P_1, P_2, A_i, A_{i+1}, etc. + # Recover the named vertices from `named`. + v_n = 9999 + # named['side_0'] = {A_i, v_n}, named['spike'] = {A_{i+1}, v_n} + # side_1 = {A_{i+2}, v_n}, merged = {A_{i+3}, A_{i+4}} + A_i = next(iter(named['side_0'] - {v_n})) + A_ip1 = next(iter(named['spike'] - {v_n})) + A_ip2 = next(iter(named['side_1'] - {v_n})) + A_ip3, A_ip4 = sorted(named['merged']) + # Get flank arc for lower (A_i → A_{i+1}) + # The face F_flank_{i, i+1}^♭ has boundary v_n - A_i - ... - A_{i+1} - v_n + # Find this face: + target_edges = {named['side_0'], named['spike']} + arc_verts = None + for f in H.faces(): + f_edges = {frozenset(e) for e in f} + if target_edges.issubset(f_edges): + arc_verts = [e[0] for e in f] + break + if arc_verts is None or len(arc_verts) != 5: + # Not the n_i = 6 case (length 5 flank face) + continue + # Identify P_1, P_2 along the arc + # The cycle visits v_n, A_i, P_1, P_2, A_{i+1} in some order + # (possibly reversed). Find the index of v_n. + if v_n not in arc_verts: continue + k = arc_verts.index(v_n) + cyc = arc_verts[k:] + arc_verts[:k] # rotate so v_n is first + # cyc should be [v_n, A_i, P_1, P_2, A_{i+1}] or + # [v_n, A_{i+1}, P_2, P_1, A_i] + if cyc[1] == A_i: + P_1, P_2 = cyc[2], cyc[3] + assert cyc[4] == A_ip1 + elif cyc[1] == A_ip1: + P_2, P_1 = cyc[2], cyc[3] + assert cyc[4] == A_i + else: + continue + # Check sub-case (ii.B): φ(A_i P_1) = c_1, φ(P_1 P_2) = c_0 + # c = color of merged/spike + merged_idx = edge_idx(edges, named['merged']) + c = col[merged_idx] + # side_0 has color c_0 + side_0_idx = edge_idx(edges, named['side_0']) + c_0 = col[side_0_idx] + # side_1 has color c_1 + side_1_idx = edge_idx(edges, named['side_1']) + c_1 = col[side_1_idx] + # Get edge colours of (A_i, P_1) and (P_1, P_2) + e_AiP1 = edge_idx(edges, frozenset((A_i, P_1))) + e_P1P2 = edge_idx(edges, frozenset((P_1, P_2))) + if e_AiP1 is None or e_P1P2 is None: + continue + if col[e_AiP1] != c_1 or col[e_P1P2] != c_0: + continue + # Sub-case (ii.B) detected + n_subcase_iib += 1 + # Check if P_1 ∈ V(K_b) ∪ V(K_c) + a = c + other = [x for x in range(3) if x != a] + # K_b = {a, b_color} Kempe cycle through merged + kc_b = kempe_cycle_set(edges, col, merged_idx, (a, other[0])) + kc_c = kempe_cycle_set(edges, col, merged_idx, (a, other[1])) + V_b = vertices_of_kempe(edges, kc_b) + V_c = vertices_of_kempe(edges, kc_c) + if P_1 in V_b or P_1 in V_c: + n_subcase_iib_p1_covered += 1 + return n_col, n_subcase_iib, n_subcase_iib_p1_covered + + +def main(max_n=20, time_budget_per_n=1800): + print("Check: how often does sub-case (ii.B) of Case (b) of\n" + "Lemma 'Flank covering, n_i = 6' actually arise?\n" + f"n_G in [12, {max_n}]\n") + grand_col = 0 + grand_sub = 0 + grand_sub_covered = 0 + for n in range(12, max_n + 1): + start = time.time() + try: + triangulations = list(graphs.triangulations(n, minimum_degree=5)) + except Exception as ex: + print(f"n={n}: cannot enumerate ({ex})") + continue + n_col_n = 0; n_sub_n = 0; n_cov_n = 0 + for tri_idx, G in enumerate(triangulations): + if time.time() - start > time_budget_per_n: + print(f" n={n}: timeout at tri {tri_idx}/{len(triangulations)}") + break + G.is_planar(set_embedding=True) + D = dual_of(G) + ni, ns, ncov = test_one(D) + n_col_n += ni; n_sub_n += ns; n_cov_n += ncov + elapsed = time.time() - start + print(f"n={n}: {n_col_n} col., {n_sub_n} sub-case (ii.B) " + f"({100*n_sub_n/max(n_col_n, 1):.2f}% of col.); " + f"{n_cov_n} of those have P_1 ∈ V(K_b)∪V(K_c) " + f"[{elapsed:.0f}s]") + sys.stdout.flush() + grand_col += n_col_n + grand_sub += n_sub_n + grand_sub_covered += n_cov_n + print() + print("=" * 70) + print(f"Grand totals: {grand_col} chord-apex+Kempe colourings") + print(f" sub-case (ii.B) detected: {grand_sub} " + f"({100*grand_sub/max(grand_col, 1):.2f}%)") + if grand_sub > 0: + print(f" of those, P_1 ∈ V(K_b)∪V(K_c): {grand_sub_covered} " + f"({100*grand_sub_covered/max(grand_sub, 1):.2f}%)") + gap_open = grand_sub - grand_sub_covered + print(f" of those, P_1 NOT in V(K_b)∪V(K_c): {gap_open}") + else: + print(" Sub-case (ii.B) never arises empirically.") + print(" → the proof gap is structurally INACTIVE") + print(" → the n_i = 6 lemma's conclusion is empirically tight") + + +if __name__ == '__main__': + main() diff --git a/papers/face_monochromatic_pairs/paper.pdf b/papers/face_monochromatic_pairs/paper.pdf index 0d0105573a1b9a0460475f326e62dd95ce096c60..344601ed4bb89aae67882306182fc1d5f796059c 100644 GIT binary patch delta 89380 zcmV)KK)S#Dluz{7Pq4BK0@~oSv0f+t#0*C$$1Bd<% z1c&|&1&96(28aF)2Z#O*2#5X+35Wg-3b+0Z3x3s?0cQ>>x2EF@Bm{pS5DUO5v_c1t zvtHvJ!0g6PkhpJ&49yKwJ+spfH0r8#roi9oiE{VfHXQ;Z1bk^Rz!l=&gyv@ z!=v89esvEQd^n8UPROK0Cr1!$oaZ5$_GItbuTO?$Enp*l40mw$V|HPaga}YaVT4H? z*!WKbvZmZuZ4PlQLmz+kG0>?Iog`cg*^@`Huh2vO{Rgx_ELlYn7=dmCm1D(U1kykR z)YE))FPQikT?oN6y)##X8fi9x(Gl=0K$k<@Q1Ax;*^aB-#OxwCDbB8{+7A{V(eOom zIJ!nOz!@=i0As6Yf5FWV;MFZQ5ONUsb#x7y4Qqs; zOYq{xKMk_^=H=i=uY5~pd`kucH(Ig?#{k0&8;lrltE{jiv2Si1T2dSjEh*mmmNcd$ z@YG}De6N<`HH}MvB?>bd(I$l9q+VGHY0E?wH_&ZzKCbL9ibc8fEvsP8L5{vU*;XqE zBzwY`nxYCO2hM-r%oU`^Hl_muz3Sj>uObVfD;=@LrCSO3Q!dL2rITH`FL$oe!Po-l zt8U+d>5;NO<-j>S<-iwweS?AXxdBYx)qTqg2DTP%Ajo<>qQf9|=dSkR+J4>LBP_%+ z+4fRR5@W`kt8k*2?fH&0G?1c9hWT+Idlkux2G$agVl;m{X|%@a4Dz-noDS&~P)72! zjH#284DcT8nTZpXf{>_EDiSXv{sAPKD<1Cs>a}Ojdx}bXERd^e__`$#G&ECV)Rrf zb<2Ml)U-rE$8bE|IOdJX!J;Ni4fx`>SY{bFnycs;N~VqrxT9@-8$1U+tB0cVo2)2E zazp8Q5<`33!h_)f?aAR(psEXO@vH!-XJc^8fI8LSa1I}0&OwYgAS&ZJtq5FGpIrzg6^XgFyiqeC~gjIWS-N3Y^#LZqE9rOYB+>zCWTkSDh3YEO;t~~ayn(+Pv3{w#fZzwiE<+gbOukj3%cRyczD)D=nW5izo zVfIHYo@dA_0J=^1xDvppjeTB=9{1AYG2*KjE_cb89#M~$NvI5U0f5Y%Cc}0Ph~0lI z3PRyrE{1Lm!aqbDSusAlN>j4 ze&??kJHnx!Sak_EP+};;qDFrwKQgQ=Ti9 zPhS7^kKbKRrPGsF-(E^S`G4=%e|_`%`+vLq+uJ{V^+vFZJj;zRSP{FJ3Yq0R)KDz0 zV;R{i!=Vk!p{OtOZ7d;r-LaX1&P;ixave%lp;XdokvZ;~YW~2fmRP2px#-pNLoB6} z)~vgbnc=YvBgO^d;p$@AEA@_Pw!SSb*3%XiOPzBO~gAeJ^9~DKDn)CmwzDt+wud>4@`p}gJdk@Ade{*nc{IN)Hg6k%;4m$aQc{@R4YPs z%4AH7165lcDjJ;)t(7TelU*f=Yn? z$C_@ak!QJU2RLu79W62s_W>r!lCx3drRpEO=OxSrokkhJe zr@WEZa#^mznynYt)#814|L5}V-Y@^C7_)~N^m#G|k;Y%5si3CNFz8&{?w<*5alSx* zj926=GiCc@tZt$%YfvPGLgHDj<64dLzTF>@!}5LP9H!DtdqY_?of)%l;OR1%kyhC$ zJs3F51REctw13bGp*ZZ-!Ud*slGs9EwC(S7G&!H;(yps`1|tiu7E|V^+ad5YB{x& z7?lZax&}0RGl!iT7dLdd#%{*Gf?OzVx3E>V)4m|4U4sFlW__UTEVcOGpwQgJyd=ge zpqyweHkhbtS&@!xP+liWrZZ++VZQa&89Kfwst@sT z1-~ut%EcN#+Q~aERdqvdp*G{%on>AWH7`W(0sAu5suJui3(63SjLR0>{3{?9L&7jv z3)6S}{MC=1fpmc#aiE7CeM z#<$Efg@>7LyYv&$A21a{>>HFh$DsJ$%?<{ob9zvEw7Gu{OQHp<{R#yD-FC)qia8+L z?b<*WO`i8Gb^sO%O2F#`Sb*&SRYl}8l_n1c>mIC{X@-TWnVA zuzzkXY}&Avq4?~V@O3fszphuS@EL&^H3*&Q&RgM%R89bRs+Gx0s+!E2Ru-<=1=6MK zz=*fo%VW#7zcb%^#39olG@&?5jZB3GJH`s7X1tGqf0v;S zta}4>i1-}7yxzb(g~yN8`j%R;Fk`Om=6}zWdFhY!EK2?FBy@06Zf_1^baVI_?Hszn zLQxaMq1R1O!KnEGm#_m@UAJ|fE~2i*^4ELVvT>(aeFe$~iU&V<@%rtHzrR3K&Mx?c zV&F5wTxo{{iMp8Gz4+;G?BW`}{L=*kciLTi^hNJrFkIqhGQaro#a~{$LXIVEnt$bf z?P68R#_3;eu4YA8c!P$)m9$cwrD27Hi%1);s;lh&fifSw?*%jyhugFQk5i=D`;Kw7 zxNi38WNwAZj5AOi0JZCiTVihgQ`2I;&$-;Ye1&lI^36L=p({M8^E&U) zjC8Lp@byUdTAZQGztG(iMkiwToqy`AK{30}9CYaiFRWHJqXio6& zcc@1RKZ-0IR3o`1n7{-NAwOo4sz!XjNGa&V`2)!J4Ym0sD07d?xuaRI%70Szn;m6W zk(S#db$5(;KTcGVa+8k|y7)9gr#6-00I=1UgteOrhIW&0nMX@hn%Fx}ElT8>>JWlB*G$m{TqT8{5&@$<{d+lywI5 zfj-vOlp)lUwugL){vlI+7Jq!|_TbZ`lCV6mmoSF_8bkjcLVs_I4<*qJW5EH>Pha&e zlPa-P-%u-t16=F0lBi}17CV#1#5HA}!3#U9YuN>CMqJB|Q~F1AEx!x^03FBb<{{AG z+QvlzU$l&jo6M1BLs}0%c%Ph62hv9><6Ldg zM-u5HZS6k#NbaVOOn=6aJyK>5dn7aA)IS(|lps@TiG$~+#3vZk*b;XKEOBt#M91OZ z2MXpxb=_&9os@w0%NSkZiA{s)1|JK|Hj`%OsKUsn7;0Ahj8OGA;2^vlab7#_siq=Z zQ{!N**zS5ym+C-Bu^&xJQ*;dIzUREM;mgKzkxs;`VC zXF)Kq73TC1ckUgly{Zq*8U3t$!>3gJa|(SY-!N!Z1n5^R7WF!OzKWp+zedXSdfx2N z{>z6LaxfTE9e=PA^V&n?5Sqczx=s-G*HDF!F*t9U;Jh0WhWMrn$t0i;nPSfOWef4% zjyIa)18W*2K+!ZKSw1?+^3kJ|#IzT!!J+ufgJx6#^=#f#tY)56a}=R9*jZ2?dWG(a zhtNK3@BVN50_QwTC%8$*4I)UvC#V)P1Zg1!WrUA)nSbs0*gf8&PVn(Sj*N+Z&wXNu znOv7apfNWJds4R<9)< zL-@q2sQ#Aw#EnE;ore`>Iry!ZytxjZ>0SK3TP3s2vUSv`LnWCpxeGey%HNi?e;%L|bwF*g>wqHEhov*XH8h>{&Q4 zdIcu1HJXVp`^L4;0K->)M!=P?qsb1-mU&n%o2=&_f`#<|+)%k&5@xKU#XX7_dMg_q zUwvri_c1I~7^oo71` z8kl?x{Rr!$66{oR2g>J(vJ}@p7qc>)@qdVm7Zdozfc#z8bONs6kMuSN$5ZSfG)0~% zmLKP42|Bk&B+gMH10P}{hl?2j9b6FBvo$7`4DA1t5caiq2Ozr1F z5>mvGbYpat?6zroMIb%i=Iu|d6n|(t7xbALCZ8hihD%9_9FNpkJW>-rZB`|9wnp1b zSbO?bx-}|QE2|Cv$1B8R2Sff|ec^%x!j`%ZZbrr&gr-r?D|%m zo*}x`tUv6`M(sAhl_&9OJp^)Mx5ZT4?KYXbV-}jT^dj&U@VAXTB)SM1Dn$!J>Mlzm z)Bw&PyZi)k>ep=RG!WPjVa7f^CAt-hg65>xUC_8#OS1^2#6n}?am5&TDGp8$yb zg@TM6wz+nn{|Le@=~Kj-wbC7}NA`$MFch-MYWIOB#LVRq{IjZ9$G2pv6K6a#Mjdrh zPSdGQg1J;YdJIm#V~mlO0aLC9ymh}15}x?*PJ=Ru8_l^dyd1$c2g(iBOKkq*2hR`(+*PbMfSLbLKC1naM>; z1ujZ|rcr2`1&|Wl=$+Cn3dtU_|Cm}otzB?~|7ASV+A({@D&Hh;lGHQEI1PRDRLNd@TAGQ8%!SG zvdb7xVqoNjYW{$LKG1|{(ik}m1cg+G zB~mTSOnwL`5W|TP<$()DqP(1Ey5mew;W06tI)&)$qrcnEfpgM5wzzB zg*+SkW(o3*i?O72r}%*<1&*1AV!kYk>xVD{ZNLzo138LMz2jwmntY+4KS*AIAKS$t z1+s*Ekbe;bVB@N~9=U3a{r@rWbDg~(4j{%#|D#-x;ZS8V;dR~sQq{kUt#cbDCeaK5 z<`J(KJLLG&LCN6ikYw-yK0WGGxLkr3&aOM$2zDOHV!f4>WNJ zL+RZC@Eq>;F_~iL<%{U3kyIHUY^Fb^M|~{oj(^uu(Ib;!_TRP)k!+&(FTnwz%YC8z zzANVVcqrfXFWx=h5PS?>n_Uqh4puf;z}oQPL7$-79r z+Ekn##sw3m#QrchIHUk>*&wB6Pb!Dr>3g#zH*>Qp8@wGK##O% z209bcAPs7F!YHSE7rT)-%Jlj4XAJ%DL)hw*92FuZQZqM(qpXtWzx^Edd7U@JkZp+} zWd%(PS@4H)ce>@xGj5Uu-q5U0^Qpj>YH`_khB99w;B z;=F1sh7RyWJ^^j)Z^j!tA0l*S#h#dyRj!};gafGJ{~uAWR@D_ALdTa^T`s|_*sRE; zd)+@Y{Jf`WzF2kV6myN?Y6%-r^MAjk`0K0`o&z1#3@!TCRMP&QGQ*_lc$QQ(r&;mE z>c0BLWBmBvyO`XJ5_6opex}}Wb|X!AF_P~CN_eV{ecsoHdkNAY9JHC|`Ux8LWB@eV zru7qJR#`61Q>nH{(=G4@D)?86)JnO)5y~(Jc#Qy9<=l*e=V`c3ehTiZ5r4g0L77WB zksYj>&d-u9W4F%CgqwDpbLlSfYO@|W4kFZX&g<@}PBMXQ>-FI$M_X)VJ-K@__2ghE zc0fI>=&jtivoKwT9P;ku=iR9b4&cF%-*9#-vInB{Nj(nl4Xk3j{+5=&Qad{mRF$rO zH2t{2?~3c}i3T4dMoh0`ybHPd1n)-wKZ&M@jF%yO4-*0~F_+;g4if`5H#V1{=mRN# zT-|fyxRHO~zruN1xn{)Rn?R;gmC0o1b}!k?)@1JTuzL?2iMF{bQ$A6eSy$zczit5h z0M)c4kL=u~?!^L0m;n0o*Nq1M_~EPHzUA)1WGHkB#kE(V>ZUS*P3iTEm(zA7KS=_jUt`Ab|$ zJ}c@=K3hUt*;)B(wQWMP*b*}`&{X1rg_pb|rjuvdxr5WOnUi8TpG~p7DK}x{?F~$6 ze{8K`4XPdcI8tz$6e(4+%Xw}sFy6}9dP9sX90=T(4~&bJ!-2Q!u;5iyhDJrL8$?Po z*AD-m2OoVq0C??ZZfO8WnGc_;Vf@EEM8sC!8FVk1b?{9V47iZ zDs*SWh`nUQPS+#_27}HQ_lp&*SuzQ$*sOQgH`At6iCNW)Y8e^)x!O|P&0WS6KcreIB`MXKORX}aQ8$?X2jBA_Ft(Gk zkGm~41aPxz!mX;Qzm7M5uhyFdXqdl!wOQY`UCVH51YiAD7MT{Em|qpuD$W!{(vQn&>(;B&E8?vp%T3;P zkX*%AUiEAAh6SF070jbyX|1pl#E{U_DRpQ}+jg*Az*rKb;Zo#(vzzs13I1{p#%5OB z0bO%&nlJtgB=R&a+ph3&|msyxGD1u|ZqF7S-YRoR4xZ;B>%LpxAJOAMFDRHDbnzDKkBIA0_WtN!7xu0Wt}fydwwQBH)J zU00uA8U5`13Ze~vPnHn8K=BLGs;p5cm2ha47OP!Tp(H5DX3e(P`e)ECK87XYKYsH6 zjSd;86=x4!hO>va4Q3x7R_*lR8ubHz>-9EvFOeJDEwaNm~VE3W(Kt*tAEL~Kw zx!&ED!LVjQUI2g&oT~=d$MW6UvO~HqMn{vG=L1i^KFP(8o8GZw% zBOiMBA8;6hYNjb;CNrLQ z#3KRTTq>7;Nh4ugnF+>^nVm{zm-rt6CatrBFDNJoCP=8nmBRug3IMeLa0jYe0H|iL z1)Y)DTxtP=4Q6?{TWo`l!SkwKmcLRgVBpzJ`?`u4P-aSY(7+o2hNDG#@T4mTkY-`U zn%mU1CG-WZ=MWVPy8T=1rjyvg0zj6T;W`BzLk@s{Y8v2Ce9b2$+w2v!3KZ8|XmcIjW(x6OrBynqhBh8`lc^v^Q6PX7aGRxbDuhS^0 z`&TxU^8Rzo)C#t5Dp@(&ot2q zg|T~o3Nw5?Kq6+lF63IlcG}LXzYx?~A(8?BJy>jX#T?M7k;p}e(IT$gAlKIZ&s9dK zFi5`Oof`ceu;CgpngVfLt(zvayxhR=HMqh}v8uMg1J2)WHic10-% zcE!&FT?ZWxC<#=tj~V}T)8~X8PO)|6Cc18aGi&Z|Z_6z}PBcD7%o>j>in}{h)Sz|} zF`7o!WfF{)e^CQaea;XVvH;fS(z?Ik4n#}Y- z_-87x8RFB&X@)ylh0{s)Vy)774(SdMqMs*vo1D)S@iq`d-i>E|VuEBMuupY-W+-ES z$_v+RKq1S3cjcJsK&5-<%@@rB7Sbf?kxi<3(jb z0>Aa}9`l(#04wQu)ARx7l)mx_X;P1WmL@hrCJ+V;q{+wh5H}Vs`Ic$5JhK&x2;RO;hw2Bo#yIvbolwie>gBj_6Wwq!4 z@`rY;x_~eX<1xG_f8Ca~4|s#WG9XZPl%CkG=?F<__oUP`JVbxk2$TXJ+fxeeMoRgX zPvc&^jHP=Vn-YR^pQ8nfzT6e7An9>&7vBJMG0gp7$94D(D+ukyx(0nw*E@L0rob#g6CQkq#l${! zS;bvAxaiYDaM5a4$Bl%4EB_74sqpPc3#mj%$z^4R900c*6MSU$-0G~~hB(RErPxC9 zB~wS# z$AXT!&PPDpiA@;*?XowG1rw5c$3f+)&XcO(avb8j4p&?-siRW6<70+mRS3tH)w6N;#Q+ z;G-SlNI81<$Z|V>9G=)q0o{}i)Jd5(!*oR?61mE9rvJAj62}<}B-seAs}_p1oDQwe zH|wTsJs1ak?ous?ws2Q3i_Lvdh8FyX{W{Qz#R}dLH6>&|R=-fJR6g!Uxpmq;LRZo~ zatw?#kdCWiI)yTPKz@AHTxUk*UGTv!g_N-&M1SWubVUV!7oC}TO-dn9lR_B}q?-g~ z?R92hl7nUa0rL^9US*IKGVzZzYk9ZCs-`?saQ{&YO**~JlAY~@x*~uUSvS=4> zxJ(T2G(U~sz8UaSPp$|bkt?!^m1?+nJ*w%LqTYb*aa4UG=Ln0%M*GD>7x03ZjBlM~ zE(f#_nB`nrv&yJaMr?Ilr&8%j>1Wp3APoVtiy0jIsLf-a1yD902M2hom2GVMumgU1 z_(4_ZH#hN~1wzlcF;kg(o}=yKXW8XF=(4PT;Aw7zBsz$svz^e&b|qnTJy1))mCkZ? zb^}hXLi?SQLk1k6N56z~0Rc%9OYc!WnlaUt@od?)D>)J{I>~# z(Ley<&Ri96KuOgJO4_gE0dWDDxAI@k-|wY7_jo#>Oz_if4@EkM95RZO1Ci*qP&MKuuZ$8bOdUz9u54K#<8~kB!G5NHI2B3<_xD z?gwDwS=<_lhXStGb+MYq)P58Hv1q2Ul-waoe5m3R0#tLT;1hFT&mdLGi*K^yNls?~ z{?BaC4owG8t|coxF?*gdUrH@JpW9=9F;sjlM8+qgslBQgxmU;Vcnm6FEzEcfD*nF) z=AT{zo5yCDT2HH%sx{x3rp#q3?!YH%L3C2ikqj0u0ra>@ra#jvb02j$uRlzcs9x9 z*p=jX+QCoqx(byOO}OkP-=#&MEy96c%2>NhJPV~MRUx*1hnf0w$)P$bmhwm9jIY51 zinW@H?ISdoGb~xvr>U-DG(47na;&-`r~^^uav8hMNnuD(NFrkz?9F= zO{yFX=VI9Ezj{X{4XHRHPvgeF61z zeA4370|h}ieU&sGS_!++aHlI`gPXY1h=*I4o4vlfTiy3vvEp+B5vTJ#s31{cJqIzKM@;dErwlp-VXQhAlrKEcIJu$uyuUj#KYe=O@fOjJb4$A>e49ZGYOTT+q0oD0Kd#GIM{eBI zr$r2a!2ZPj^X@Et-Gr$H(VkQG7s%+o{0lNz-INGPtl$t9_%jqYnO586l5k{opTuJY+I&04z%^pC5`W%3qrxD`>AP3tg@~0xW zq?AEPQs21+rkO`8}qt(ZA(&{fsSa+f5LJoCmj-ATd2 zIVP(0JRCoNz#9|C#vC7h$>iZvqDNKuC~1fyT$X+y%YY#ezHTBp*eb>B@9jsv+8V1c z`$^bg-SF7k*QD*!JU<0sKY0wMAMsf)IT4la!+9jv7C%dbC-3~pFa-u2@9S`Q5uSIM z7?XayP4tYp{e|cTU>J`mIYm z{E3|K*aaJHVzT@-TsLL-!qr#beE8~r0H1W;jh7*P4-=Q`W)2ktH#jnvq38oCe_UCU z8^@7;=dZweL$N&}qEz=`h9g#@N%@MfEpb;5vLAYYo|zVLj2ZyRiSUniW>xi3jcQ#Mo2s`%#XE5VBYdGp=de>Z>l_0?bB{qC!`oX#9^nrq(?BTnhroD1Su=;r%} z^}5hiF3hps#ksC_+xTRYo3$j4s&=^l&5ULVe}xO$50vRe z5Nl-H=J%PUTOu_}mVTWXN)k%>Xk9F}(}Q-JaN)WsF(ETka?qDKw=Q*wb){Rn$gfM; zqjmXB`B0bPVqG=2)e>L4ga?`z`@1T<*_G=GI|Z&(Fd^9ad1O=HSJ~Vi*3|~Leh(iA zS=`ni@UGfrR-`R)j<-wte^ZA4G!agRCCSiA(##&f6gUlwip_X-7eN00FS$!ThP&h$ z?xMC6z#lX7vBWBU3D#0iThwXR8Z3&0hSCl9%Q3>tfYemPR>QRe!%m_`U7-l*)#G^>N|bWLHNW|^uQtnS37-K^-j~h3E?4oUe*u-mO|iWR_wE1J z+s#kaVt;6=aIc8z_b8bsvlKY1lkd1-m1s7?jc6OZLt)}t7t88Ov0_m#>&(LzCY?~-FBAE}gFrd2?$Wp?A!&b1FV4UWIR^P@}Dlro% zo2p-&QVHct4YWvaC5TD&`SIgZm!{|CORn8Hk`H(Nl%#s-;8m!Rq znv>2rtV98e_N@jIoC>INox<2;sHgls45X&curxplC5NK*e=Ah4s!%y9gVN9)JHE*I#4kF|8zPW0g_I#zhpT;0%(cz&nFeC9YxUSa3WdMI<1_g`~;Ixc1Xs> z#M)6JojtR7qDEl~ltrY9ASyzZ zKQ*Wyw*Jozf60t101&WlUtgCyz#ntP`J~VbU{5AJv#V6mjhS5sW>3HqVC|yZEc+pH z@+3g}aP^oW)YK4Yi*Sg}2;vPGK>;vLX(c$}*kuqje1*sYu(ak6b4RQPgRXl`tDUG>Rpmk!W-vfNs^7PhHsg^BBEwOMb>zV7 zX2?+?v?Pl%N{s|wmo7#nqM;h-P9dW1Ja$T3Z}Z40RpOje`ki;$)@AcPhedFQx^982 ze-1PNRlzS^-`AkyeLyb+1s7Y~ju10x%3H6=gHwucJHw9;(X{lunL;URiRguaWSLLM zK0>%?w!2;Ewp^{kMGnb=Kacn%^)1E#Mt5pfSsnVC;BMGYEjuCl_7x~ZZD92oC2C+_ z2b<%$*P<_9H_=5F+<~`h(}>go-2P_ue-L(`+9HG{x6N{1-h<`^Du4R&_tiRH$2Qy5 z_Rzp5ND=CKH#^mC6dc7q^fzTd?L{@fx4CeK_tEJ|WtHg0p8^I4Wt_$AAcv~s3{KIs zFi}*%lLmP5A=2n!v8os0dQ;W6clh=?L{bjTJO(X58mU%eX}oPJjBo%l-Bmvyf4p*m zI|2B1d&n9vMuC#OUH*_ILbtrdHUuEcdb10|U|azQSXDlzfRB7k0WZRI<|?#^u}fSf zk635R>!(*P*t3^Xc% zwJg>ze*7z)E#ckoW|Ro83Xs0F$-rU5cI5sc!v=~IK@(w!ex$VE zU9yp3_@j>}MNbI>OC~3O2Bv&g<#n9k1Pz@|t31PwH6GZNBHrZUKU~4Of5z$$XWrEJ zt7`W$n3Q+XVE|MatOP8{$4I*gErKiD-e%)p5*!lsnU3nq-nQj@V2%#c^Sky=O;3bA z$KY37hNqp?@8hR*wEx~04xqq$P=LU593Vl|1%JHJ6D)L!Q+2s~kN_A%yAFSOmZi)W zxY$>r*StQ$P3ztFp*kuLf6ID*ETjT(iDq^tEeAZ~o+G6IBmn4Z-<65J${w^sZd7fF z68a*e8U_GNCZjI4A3SQBP!47o;)sfYJ4%#I`NBu&1t4FLBCsM6Jm^9=7cQdMg&W*v zm9tu05T)d!x0#ABB2Po7cV&+Qb1Vr)zmF@Nj^L&F-J|r993}&Ge`b<&;A>CD?qFMc zAeVPT0We!FK4;D+a?&}lGYEqIgO)`nm-QIm^jS+kj{lA$yTBKNexgy?KycxzLk_S`yiZfK+Q#7%#35KJ%nw21>U`5idjb z2`_GPyavz|^Kr4$f18}F!q&3S64jK01i;OUZ|oUK!j09#QE#(ejO!yIfauHBE>KL9 ztGO1uc!!Xr4Q4vy1JYL*GJhZ1MLXM-`M zURJF~$%tY+^(Zmo0LVXpM!eXR`$L2NJKiinNz}`7AKxLXf3B*{?fx#@t864z5o$U! zpr^x#gX$PM2qSL2^EwP6wyZ5oU~L>a#&-NH2;xLgX4~YWWy1t$b`5 zU|78g|8EXHTmV$UTHujze&;qQc zI%ifp#&-ORf7t0wJNnSQSF!8`E?$Soc{J(QeJqx94ah;H#Mm9K=Zo-#3t!ZAOZ&+8 z-*3aqK5XNV_`v!Blj~v`_O30D86_tzVD~<4xZUTt0+gN;J?_IghbTgE@DR^|iyXAo zig0P3>f8(g5DLt`IV`*ktR7yqa2t5qjXZyltKeSOe>V?ZIIawAd)U;7!CA2m_s222 z@cibA6)jc|ZX3KF!Zf%IFbx}YvxKL0{J)K{o=pINae~Q2UvJkq&+B?qEiwEdyT}{% zAu;D>!-dcKg(oaN@=3V(7XOKkKB)3m;nA?_1Y3sxBB?rw-Npu+D3_V(nsY|y?7pJQ zl2fu}J`i-)XSZk&!yH@V z(E5i4P$Sbh2T?mO+E+2}y2q;~P8!~IiUx0OqNLz$G#&85D<*srcy7RO`1a#n)l?bl zzzrv?hr8Fl7y@8MHsUnMyg#V~DGxy9lK`lErYq-!NfTFG<PRq`Y0!gC0YCLQ$S?`k=*;{Q@Ohh|MHpg`M&S8jv`dl=FC)^3UPjr5-S5lB z`}H1vvox0p727X!~l6 zwiLt2Ha<~DM4zR zF5%+fX&bm1PZK2N0tX*j)4^B9|AU_JHZet65d=NZo70@V#ZvEHNZWDNfYyB+;IIx4 z+R6pIR^i{rx)Ufp8dLQly?=cqF{}+yluaQC@cpDq96>8pTRjvE1mImef?;_VEsZXm zjSYAYO@cn&9onOXc-Q-De~4;S!e_oUyjlfb!&@KB$BS~g2KO^whkwyyMV~)Bh*h>m z>frFnAv^r^PY zZ(`E@p{%J{kISi)NgA-;zWAuO!>Bj6st}n}GrELQf9@iakpACb8s1 zyFg;fPbRwkfnml*sqW$Mc-B%2?L*&8#TrR@VqY;QY1s3YOc`vLNylU-$b5-0!8#j0 zS|<}3W^#nHajGvRf7w7psF6Whu>#ANqlIbo*mQ!7=({t188U*6;R6&pLBvap2t3LF z3k^nOlxJuNTE=qmSRzVir-^8$iO8Js#cCHJBK+r)o#n-gjM?&HGNyelFDgT)$!JfI z(Q02#ehD%%7mhic8Q2LjXv{h5%a8#OfY9*pK~=Ljs+ z2Nz%I!C~+oA!3bhi`0At@_lq=${1yW_w_FOivyDM!H3C|eR9t7bjlv!D~GpbELm=< zpAU6YElCKce@beL?^~BCTaS#t5+cP@>XEhbZa5wUV*ucuQ;@9j;1-9jU=q}hPF)<= z2O~oO&b`3M3ibiDb275W?b!-IJOsx0r~*);q2!~S>euL|vc9$he+6Su+kx*w&1m=Q z7@7@})|$0RYt3VZ$0u<^4UCQ%U)|OoV=u^+Axat^f8dXa#G{+P=zH89f8HmCM~)Zp z&tVZ_3?bAc|Uw}_MACZNe}udn?)eWHdh6Pfj~2H3UAb}?p^js*)Fs$fPe)?6IPw1Qnair|fZr$pv{r{wf+ zRm9>1Prc<&a2>h#8V^;t-Qaj-J*rx!hF}_;XFS zP#CFgF@qJYUS|D4f4ph6I`hHYkS+BGp-@qDIqbkahV?KAu5(q2TnGTM=F9yRRkRGXuX8~@a_s-S>7MkCEZ(wn)C~|O zs5Bt$9z|HWs-2=IbseTZ7U<&=QB}dE#6v0k`# z#e@3mCCPB@y&`;hu+V8W-X1_eSLWRXaftECw?@ngi*Mgy7PldsPEBuvnkrY=cf7pb zx#3GN844gUY#_$_#_osd=dGS7873lE0$Nrex5uwe$|POCE^1 z#L5U&`9ewxW$_D$6xnS(mQ-OML_S=pLALd3Tb(ZlO{4l#yaC<-QsSn1gYzeV$cz&_ zoIn1PBK|aCUhAk3VjF6oBAxk6(_>|*{PGScFHi?zB^pnHHLH)?>rMxM ze(iG5A9Mt)^iV1vAey^gKiZkLkJt0hnp<`nhtu`&PJNsDl1+Xzzu#BvSBEETiV>i@ zNudV`Biz^thXM?sbNmnO2dt6^`6#II3Ffuvlt0AAb5yIDAuMCZAlC?*`AI{}x;oa} zJ=K@gx;KHXIpWfFAwzN{l6hI=5W-02lt+z&^-mMfa4@1lG#}0(E0AGSAMn4qHp8@W zq$e0y!p#?qWT!z5C|FQKT`@L=22Us#W_6)GKPgG5WfY5f|BxSCIvrvR>*N{n*`_am zzeFZ21oS5_dUb@6qq_Ks6kz1#&Zck`R@k50s;dLvery$Xvi zY~|q&FM5bbPgEwmGhopLh>Bi~eP~M*#TeZ6)9YZE4>-O!fhNij?l={Zvb{E3 z7c!2{kiX&E?3ewTy6Kk$D?A@AE@o@ul%!7snF^H=(4=GjHbgyM%_{a3Mj>{By&IuT zgDeBt4lTVWk^T1ALV|Da1@<==%!UlR7r9yYY>s$=kERLw%a2E5&9rKhuw3B!$yyc} zH2R{gWGN@BT2p;0FvBEk@*3UX*9f!o;6x z2=*Z6;%I>ynK|zeDhW1v7ZyxngpZ#H3SIVR&chC^Bn9lCRn@5;i*Ij?O_-y>pLyhG z4*Dl(Z>9)R5iuJhNYGk!xJQWpOHom}I9y)LKd=&`9iH)PY8Y^x&|e1m?BHRMas-CJ zw~5nvoE(wCw+WUM)rKP_F(kQ{L*#Ycf9*C=w!v`3Y;dy4l93TR%A@ig%!olyRkk^J zkz0Js-M8X2GVugcC4eYse25%JkiSAU|-?ilVY=E>e8Qe)WT zEc9p=JqO!Z6q7yIC6;{y)fO7)`qC;Ms0R$ar;}`1XKAfYSHN1hebE+Rf0)_}c8gw7- zjmR)D`~1u=QPD5d8+Gwoy*~DVyd6h~A;@_#QG05g4MTaha0Zg1CWqf&2u8?9+(9cc z{isClc1U%uZYo!OxySJxTqkuKJ+ry*O2-N~E>>yshx|}es>M1lQpbc=xMc#SGi>1k zI1krMPX_-R;TsVl@X|g51~bm1n|KczSBgJRF6@F*a0`Qw+093z41ew!PTdM-L|AYK zftPjH81~XU+j;x7E}%JpO}pfXooxLjVr&FEP)gZWwQ{yMj*Z;JyGJmBR?QCov@E8d zLodF#p?d~rQ;c2q_4{Tz@_E{bva5YPqO8A!@jInI#xPEg5PXnI(vYk_e)$0`a6Dn_tu=ByZoR zgQX;2MR|X#VKMr-i*vlXt1SzdG8<;I&|T~f6MsdRIQ-rhem5gDC#XrGyLI?;ycgUs zP5io3nInGJr)eG!_&6-3lN0e+%RTgI3duj5Rw-Xw-ncN5zi+EeU3nvj?e+n0*WK;ee1CEflhxHf6K&zsh)!ZbeCKTg{;j6`x^&WQ9v%AI+T44G z-2S3#zgIHOtJ}e$^1C&B0Zz8gK%}KHO&Kzw{s&!nsq%q!VLN%b8*n1;3bX0ca1Uu9 zl{P<<_Yr>8rM?s>DTjG3n^@@Tv8{_~J0Z-SL1F%ts3&@!Unu*LGTLkO*}%PEOQKe~ z9=M~f8nVg*B+RlE@EPN4#L48>#vMu|WLU%aF0Dc9H+&bfc7^FQ#LDgZXpCT9=Z{%7&Q(?UM&L9LW8#w z5CGxsyV(Dw>pNHvpLV$>>o!(i@DzqKSE>$ZH$cw*V+(RtHuR4nVy;e2VXO5Z- zEx`ldd*kdZzoI6aSMizF!gI};D}cq%e;CDqKXq`NO&&!!_^_uxaG9M!{WWV;o!V{Y z(vkNVJU-tom}KFjhMct@ZKkqjZ2ja0+rd;M>XWFVP$e?H%fp!Q(`gDsox5q5OTC*L zW9zmM@U*Zj55D+0rfgXro*Zj9700bc2lwS&n$067sX8ZDJNpA|Ez~Q1iP$zc(f<~4uvvpwz^qUAm8G>W=Y+bF- zVLSF=mkEvyWLf_uzlJ`vry6X-t%R03MuS%poC|}XR zsBjd(L3&?P@!%Av{_IyM{Y@I{iLG&<+h|g0^G`r7qBhReU0OHNS+i%d9e1&87e3Yt zSWU`Oho9T6_R+s^<8dW%zW$7T4@^C+WJ<|I0I)L+n!0uEy;D9XZRHM7$tVz*oeZIq z73z$9bZ4S&z6|X4z@5P}-ulh!-3mpC*Dv0Ql=7{a+mY>OUj@MBei@;~&fy(Oi2EQ! zmD$!xZD^YM+MR+yZOozkx3GhOEw5Y&u*=VKnCj^YCtfcSNRuRm-b^bF0o=wrwm!M7 z1(Zsox9s2gW09;^(Vw42r@)28=F;6+F&G%+7YJ6JNYhc}WbmucoRIKNT5`rK)fRUSE|VwD8HuMj zj0P(e-CJ{@!Bnky0(;;Lmw5320XF%*EF3c!G7Sh}!D%y(!oHaE>|84{!Ho|u>?I9B z!42e_UFRVC=K-AfG{HrET7f8PiA*vMEylJ)>)!X!&W8ZBI%Im$o@#a1H&N=(J;^c6 zv>!K&yTx+836{au#lDwc_%>`(V9DwAw!8j1Hdl;xP3WzD_ydtHA3{X{?GN5eLTpL+ zREqfF{xVkiAAnBSuv+XYVY8E$Lu&ECGXrAhs(m0bTtrBpomDk9u16+p0 z?Ftvp4J2J`H#p(IImr*LBye*)bIX> zr%})_@aeTXC+`wlxC8+&zB`AZ5Z3VV2NrTX*XP>-TX@PN)C18UC8vo0JF$VXq_RN3 zqC>FpuyX&8F@YMG($+jB<|3Yx*b1X`Dm(jx1?IAxYM_Q1U-PM(iN}KS@g|bOx zt+(RwVuWWXih>0{8}y4$?4ZNRSij~=>&OgDUyG{e||P-UaRHPZR_y8~P3E85)p<*ox)0)gDa zLEgQYM;xtT)$M5@3g~$mj%555D1|H1k0e3+(*os_Y18me044&ig$l&)UN*r{T@Gys z^r6*G?RZaM)9vxC3VZ#4kAPTii0)(HKjMii=-?o@bFFY%d@KelSAaV2^*_ak;0&I8JdoJ#@*vC(#3I}5 zJGD1$pJZ<;&)>{w0t+6qztUjnQ34cEKz*n{6;*;^Ft(K6I*q9VEOAu+Mzhc)p#P%w z9|v%v{WF}E$Z%zHC0Gkf7v0WX0rjTKq`RTuyUPV;U5VG9q);@Y4dYDytCArY&a|{i zz0rEaLz#DA6wC#Cs*~)ra@>HY)@47AiAJ6YNDx6HO6`he6Lw!TXO5B8m?B*_gq8jM zzXGU5Y>}99Mdg3Zo*a2TRl<&y;dhYa>CXdfqv@>#|&gZbuSq@ zYu!u41D!waYO2wh>}uE|#yewbJJmLiO2tHB>;WCI>wzBaW5Y(2<3BkEMU@r>CO}k> zW@9PrA4mz9KCF^F>hK;+k_m<-ib=sSZ6dRPNDr738=Nn-U-8BsYa1D;>?i?l+PH7^ zbAd--z((t#4k{E_A5IG4FL{<)h*Fg+XfmZhHHqY468Y7(_5~|iUpitQGPs?Cl0^Rc z+TeqPkg@~whIqN!cXSnW zsD*_UU3OV?%k?(KV^6}SLIjV;7}*|Uj>|Bpkv-qZ|sSZQE%L1G*F_r(xzHq$HT<^fyjWjHh2YM zGhdujsbpW2SVOMY7m6TaArOX&=-WT8Y2f+u4YgcE<$h(SW+pw~PykrKqzD(%q>OIg z3!nERkqvG@q|$M%4Vp3A+T^sw`8Qze3lpb{zn{0YF7u`!cqx zbZLLa*^P|&^cV!}02Aj{YUYjI7l-m@PrU4fW1vW}jdL>yjsuDf@*R6RbEWX}OTRaZ zyZj#hto?hc%8HV#DTCT-c1^oHT5AbTw?=xL?l}l2jT<|(fI*Osca>(@<2_K?F7`UG zVvOIG05ZTMAp?{9ID>6zS(Ax1MsEIu#sgR38`V2=3dq9 zw8Vn0vBBD}S*=KOVK&?!;(R14?QiC|h{@Cg(lD0x6CBd^Xl0?5xC_&z8$h7Ws{#-R z5sI@4lTXQpcUDzMBV8*i>C-cTrm=7&MG&a?(3n9YX-d@ju7Y>^^{6@DmmViJ*mz-j z^S*^iF7Iz#V4?NFF2oRFP9|0DUIY52sJW-5plNKQJG+m9*CUh|Awlh)6zl$_D!FSv8IHs5++?CeN$pFR;p|6z zl2lzF@{JoL+mWv3xsb-Xv)hBv`=F?UVc*+^3!k|;0GOL^u02aBGl`YPa~fiH8As{C z{M}ekFqNgO1b0JH`)N*-04SA`+by7(AM-+8%<08}@gb$Jpko5~^RPn- z{W?<4IM>N6Kv6l&88eq7o?EZed5>5>G$}%JDShFVo){6H@=~rQ6gzuV+T4UJ zu~t>f=nnp<@IG-q;cg=Vt!SRQiHe8s;D8BkeW&}k=bq6-)VH%|@%KwfLuH0~%GJyO zAd^?u4=^wwQ%}z(9>6PpIntbNz0iLs&=II^cFj@uB16A{w;X0$!^7pYt7L~D2@Hzq zdoQ=;;$q=oH?-U7Ghdrwz2nFj)Qq}H)%c!rkS2?##~wO0!4Rsc@QKF?EYy7@yHj?B zX1|oQrYh>##D^;CAgRghXg(M_5=3wWW=mQtD(_Zya+Rc}h_7%(be$CUzy1sXkL#aD zx=mHjn@_hBI(MWxw9nBU^Zz>dI=ud)eA{7HvpCS>%&V}VIuvF0Cn-S#Ggo-tv4`SvNboINpbRu0ceQx-0lDL03vy*aRh*ne8f-Iok8fRE zqJq4+YhLSiHfdm>J8uJGdZGvltNHeM5Cd%X&^--RuFoe?1o8a4t+YW{kHZwNis;Az5a`BX*ReiS zebzq>Z^(+>wSl1IfXS;Ue+s(4>)1SVJ+ri%*s$aAmyZ9=i1 z-(9oZo7^%MGmqa7EVm{5o?)-wO>`(EOa-#kbKwgKMph#-)~3pukkj&ji~Za~(NG&S z{zSoy7WIIZ3V!?B+J;xdQ}Dt@7GEi}=>&YZNl~n^nkniXZrT;Zi42`+Lo`IZo`0>p zehRdGLWLEbamF*Qa~9}sEL`uHtzW*!LTv;hX%lb0O@TO9`ke15py7GphOCtHCXliS_JKjCMMWfZir$|Ms@1Oy4n3Z?Y`9|`oI2d z#cy$A$xw8#)Ir2HVbiWCCUf(>VR>c{>*4)=aP%oE(RMQQW$O&EbWKb(Xjew>2UVpd9 zowW(5+9M)hH@g$ODuz$dI^c3Qsf>*q;Yeb>jBf_z1kuCZ2!nVcq9QiHWKfUDC^b8% zX&vee=7D`c#z1r&?(5nj_f$tqVBbwRiU^=$Q7;UM^q!;wlWl3IVj z=s(?ngoL&S#H{86gAI76r|p5T`t@~Rs{Bf!RB#8VE<{~*iXX}%eicVwVMeEBcHd&D z0X(EZE7Ay_ks4p!+9nF1c_CE{*a@0xmU(2ia4-a(sZzdAzGMO-eBooEk0MiCyG& zA^_jSw=L$s6}H`@KIlNk4eDsvg}^?8u42T&QsT8y3Lykk?L0Xl?*k>_Qc(C+m@z-{ z;q4OwC+*DUSTRiSaU`f1JH_F!Kuk5-o!!Z1gs#>!$PHn~s*o;Wm)R(e&F7h!yb29r zXUPy%XLDwldx{%hjDCE-a{M3dc_QTa|DygjHv9eL}tE^@)-dZ`5NA?z|UAyi0~* zN9RL{);92OSptdX&o@0f^q38%jM_K#`oGn$$^*OP4+Xb>H}f0kTzINi_s^2PlL9@< z*KXOn>r-026(RdTlfmp}s_cM)uyJYny+v3L>+78B6?}sXudpZUAdU{Ki zYqF=hqyR?!>?v$s`9EAQ4;P0++Fm|S6UZI|exh9WPO83M})t zjjiL?(B+GaMEXnD`8k_h6Oy^!r!s@^qsnbcUkBQ)?wAk7xoD?!=2rrsD>Ch* zz8qA4AMWw5V~u*CHp0ft#aI~6I{|9+r*17{<1df$S(i(W7rBtFi72F9PU2kDXmcw{ z90`5jvaUaHROYCrIM;3NpfGBF!L^Pz^8p@(?#s*xdvDFu_9w4SS0;&=m-_qfrfOew z`pxgWVI(|FAv9rl?HBd!3@PvOzwPbHil|XJ8Ftz&9Zz79GCmhM;9z^0Y4X$9d4DEI zm5Pl;X^B{Yf-G_jq>RwDFnn7Vm;XBMXy6SE98mHIn(V-!2Q~{Ac z%+^^#SmSayH%DM7J4Il*JPGUUL!0gTmb&oQWxgC!mmxLm)_uU!pgRY`6tndOU!T!U zgtBhacS8HN<-qp}l^YJ9#ya%pSK;&mAJQOFpGaIbr^)ws?&ns`o}R|Gb9~~e9R>q; zvZbr~mGDF1=yPeQO7qQS4y8+J*#S?%Vy$F!_NLH01yL0~%4oblI)Bdtq|| zt5fB~bst??{xgCytZypp{Bk@(lA=^iRH5X8p&`dL-l-kd2pKMWEWUw+GIEy2!ReYO{`aa)c}gm3Y*?fvl2gE-yz4YiI*;% z)2rN;bE5z%DKh`etx{(8BftYJ7Nb?T>NAZ>4*d!J$L=um2NLZ1esBn6fVSrdRA>@U znkt+?qq49j%HabHXJ3{#)fa$+5N$qw!Xlqd*tZ26F5@tn`@*6u0%iT8gv}g%9{te) z8x{Ji-{m?>HqPJ?!$v#ayZjrW*;_cr|B`S|(|N zB4C^)e%unJboO2{@dE}#QMdtm$Nz|I{~ANb{l(j*+WRHT|D4bdyc!@16y!yK)7}ZSqcsLLEn}B&=t>Xo*6N zP-(XSj^Y89F8~(ylL$AU#GpfLXTM>S>;}T-83w=p6BAW~K!g~{_SF&vrh>F=2we0A zHv9<&AI;YUB0KOBDFBH3=N8wCUb{)=F#4qaBK+wIL2Dln&4&o4I$e3EFR?@Ozi=Ih z?BM_4|DnTrRsR=_0ak*&G8)M7h0IvXV1hn3mE_zjMsLxmmSG#)yH4}6l?|~)*4{%T z@(gPs6YE6y=fDk&G8?v<2oBv5W3$9yy&q@m6QJ>VzWG9aCA_M1hPfOLJfrW`8O$1j zuN*vBuk;hD3!-80nYk@VpV0`JF`S5^W!Rz|a%-VU$%_|7w8gAh7@%M}QlMDuE-q=X zLceB6u`cJ`cEdAsf5D7jf?1r;q5bynb6j=hUN?ECbi#bvbI|FevAD)8Gj@gC&QUug z1%}bUDQQMrBQ-w#SDoVSQ#_6nL#>z)n_AAt-a@#dC$dYv)0rBjtBr+NDs_qxTdE+`6gBu^?vu z$4OFJOuY~xnPW&TvFaMH(OI5x)EEE<<$$VHbAqu7NMUV~5#dx=wU3%6a!%zq^ z6YI((oGFnD$Y85}S9!SWcn!qMFxje_^CIa$`#?w-mv+l&y)fAmw&y zDjmSHQ0b?L$6I=!k{ciQcoR*?Qdst;OM@hn6@5Tu)4Pr)N^NqtE}e-R!1#;L`&}Z1L)lZj zkJ~GzIm^MM?zjet$!e?)29UXEgpDegYFcTE%=J=8aS(Q-&vZcMlsydi6nn=1V>iwj zyD3dLt1qPfO?d+KkM$?tpX^%)EmM>gH`g27F{>T~N;pF5fhc*m+GrkpkbF*DIi5Mh zrC_39ld(Zni4{aXWz~l5%d<|)QC#KicM>$`3JiR>VL^cZCvRl@7vK^63%$P+n`EjE z=5$~-Ag}S3UX5!47J4_92YM7yUXd{}ZhSV)zW1(o%MnmZ594>kit&B8qlc$b5I!Wa zjMWu(uxmB1{|*ZZ4Nj){2dyV{4%BGvWJ!~uL98i30bjV0p#iI z;V)@=22oKY#BAT9O;<4Pw@r6w6Q(#?62=szHK+|jRa$yT&Gie6I?XZ=B`o{B;v8bP zE9VZR2+qi7>Fed{%NF4i84Fg7Q{t3@m+0*Oy_v8`bLCoKIOm(`hfWAWeE!3JAwSk}I_IN>kJ?SDSkUQ^)EYn|M`bt6 zdUK7uvg!bA4Trio9Sn)$H)JJf=AbwjYGRs8te!c`hN04%)1#JBk(8n zJ_N&-wGB?*tOokZYRo%^Te8nk zg-GYWqJ)rPg|daAs!@KW{Rp7?LAWvEK2Z*}9;>Mjo4&zXf{m*y!3c@>>mvZnE9Zwr zNXxRg$tVN13Y3F)^Jl0mk?whC{W6xbudp#^J>>X@PNa(dP6Sb=0tjNPVybNbDN{3bh{GPP6hno;ZOZcPGe&D_ zfvyuFBtu<$Kt&CbVrxbDOI8*Es{)KfT`dSG?SfK!DNzY+ogL{P!TPL6=StDZGzFs;nO0~>f1{tgdW5O=v z(;=={x=%^cU49F6XYFLeYh;yeJ@pziCXQ`CYi@2CzR9ETZwahla^}sF*VMZa07EeF zuYI+(9$}A)`Wg4Cg?*T>eZ{upS#jCab|40r_#4tQ3izYNIl=Rl&fL-3(ggYCTM^XH zIjB0dlfKRH@FC>eI}H(-@E*6w5{Sp31^!FVrGGjz=Rl!l?rt*Dk9!XDC_(-X>64gp ze1=kn6WI6bfpvBk+j@r8C9`8-013LN4|yYa@obMCuMD~X_1{BY_)j~e(>*1-!2Qq@ zVdMC1DkjI{cG|xRF0>cn$l_sMNm{uu8irEX&4y8f$_#c=Kb2zx=}&sE&}Tt|p1pHh7r+c}Z<>wrucu`lBcA{$vwJ%>|C zqv3$x_-ZlwK$qa##jU%YKte4(&&1KduD@43AU!A)Y@;2g#!nZ;__-~lq!G^8LO$N& zNicQw4r{ur*p8IB{tz&JCuSOtrg5YN3=1vWefTRMVAHiJ+&X%Cy z!eVSW=$dWUn;Qa$n}2XM+jbZluUp!b)GcQCKJk>i`+N%xcaa%aR+@VWI#0VNpwg7j zz^1R^f)8EVWSyp+;I@I1I`#jRiw2R9!19uiFwW7 zcxZYM?d0NCh=kgcAv5c;4Hsu)W8);oCiCPHf9kc&0@N;L8Vdk1%|)M?#k7EXsWA2L zOhCNZu9_W41pUQ8pY`>-bS0gq1D6L3lnBgP7CpCWJ}fG#ie?7&CV?QAlmcF<7JBW= zmj1m3lwoK403_`s{R{7EdkcW9Z~RPcNQj8Yis?$I3M;DO>7AVW0i%SHTIBBLUJQw| z`uEG!!sOEAc^9xhurjf6_pPUFSn`z{X+jSLW>tnUeM#&;N{t&%I0#zrt2$clHOK+>dR_iVJKT*;RG?=K!)QNjnXCY7a9~FnbNi`@b{mY6X*m`j+>@4BmsouhHES|W&(s~Mt z_=Ll5jX%>sqJhuP=Zvk9(Db!cE$IIemn;#fqrqNbZ(9u zfq^CgSh}eRF|!BzL8ssM?cWoJ-`gqQn1|o4v)}gOdyGp<-*c*8wm07eT=jL0PcJP) zBS-DrfKEW><_N>em%b|E&UOi%jk)a`;HvVU^PZ@M*u>iIQ~w7;)*!=XKyhTsG$j^L zGqLT|)Ppp&HiuPeacuIsJP(#@Y-I8w)E;-vTKDE5m?`LXr%$^xa{FN~!=jDOH{Vko z{c7AV5gRK(SW6`KC2Rx2R2=8b4%z-~9R-T;(Cju%#ONP)n7F!F*CuJe_5+7c>hv4*54R7D&(n(IApR{AZ9L>*%Kl5$?fv zZX5#Kw|FKIF2?_a78x>ytz^19tRB@8Sd|0R5RqBG9k7^)~LWf$xFA52Bj_yQpu`rMPwm{tE^{ zy$vBOBGw6@H!iXJ1Kh9H{1f?QHgk&TnrY!EbVi|KBS6c<^q|dQtms2_X}CElE`!o$ZXyuveOjo=WAW@)mi)oSjQhk`h;MN z-cFWJ6{i4_+;brq!*^!)HxHa|ZlA(8^s9YOLx*Muh%aL(B3HhS)z5+5Am~(}7a30X z8&qiA<$c6oXwUP*@_b+k{p7{H_M1l(9eV^BE%WSCan4k*?20a2=8;;gzuLHbi|5p$@a% zsi2LQC%TT7w5H#wkGPj){SFtU}nQ{AfWW_%$LCtdi3ykR6uJ4v;?|I|2gDs zbs(iZDiCOYlx^igNUDhqqrajfSg4)o?MnGKCtfCg29-4V=MWb#XD~nqoQlc(izT{T zB>(nwZe>U#4>6MLNEX0UK7R1Pd_=WKbid|9oB+-uJs~GoVUziZSPoH3N{2<6vI4d}ABK=!^m}`Py|DS# zPwX6?2ilyCXcW3}=r{=}bUwW3&LW#|W-ZIbdj?=KB{+eT1Gx1pH#0wT>6d9o%%5~a z(G<}y6{Jzl8oaK596>jSVf7K^jI~Zzf89sJ0A|7zLRLo!;TD>CK;piFYyyX=qOu??}ss+$t$MnMYdmk*j@^*NaKU{^BiJ* z1(ZO)`{0(A^bO!=q8Kl|Hvs)F>s6L>TN>N9GKnV&D0cMjae1Mccx+Hvg{Z z4Y2}X6UTcnXB;a)1~zfI0!Wqx+3EYzX(moLN<-XPlOZCpOOy!%vlIXv7LPD0E& zlrx`n$7R|+XPNupHLlu%e!Wrztk=9A=3js!v?oUs`h+5JW2RgEs>+K_kQF{Bt%jq0 z6Gz)MYT0a{4{}sJCCzs?f)kTCqKUHDP^g0Vgaeu{{MM^oEYEL^`#U+14LnSuBEKn|a z5JS(Ue2OutrBGp1+>J&vEYH?^aMf-$E5X-(j`h;Mnf()zUzp~@8_~smlE`CvIp4y_ zD)nQ$aNUIt81S;0opKL-Gpr@2lUYc3Il-y;W%B;xr}=>Qr}1w0vC>6W2(RuK$Tm6y zd(eA*-OI2$!U;Azdc7UFzKlygrUqcSOhNUNJZFJ~F-*KA=#-&mQ|Ad~;Y_+@3<9Gq zmpx6=iK1Qby(SD}_h5VOVDy~lhq9J(VpbEEKCue{>__Kn;(?6TN;qD(iu)3=D{5v{ z=FO6X0%e4RBKm<&$?lhmQbq{FpZItW8 zf#EZv#iWuz6oY@6bIo;U-jUhfzu1C{QHF9xwWnArFwN3ey)gbEqX?Z8%4dVqjvgT& zct>|cM*nAZ$OcXP#Yme>{34(lHxjys@@?}yp_7cM@_IV*dz7`J!2J~g7lL4_i}P-w zb+Jetq=wt1n9&bMIKwS(>kLRbT+MoDXEF)gS&k*X^+XZ`;+F^8ZElRt-pv&;QOC?w zZ+KTrRoucW4;+sJ>_l~IIl3&THVm!rJ#S`-e&2d&{fa_~op6uO#K5-w$k4`5Q93I|91e(wH`+HG2*1($ zee_d3r(T5T4XL3CK!$gowZuhLlxj84l5J}VTG6xUXkMv8!;RupN1Gf! zk}>t{em?PV9;aVKR!El1q0oPzj`dJ$?(45QzumbgH(MD`a7-sX$zi|M=DY_g7YE@Z zLutKQgXAH9&Ah@x;{)sy{u}KhvF465pqI`5Po@n!eGRPb`Lz_^Q(F&~vqP)p)@ki8 zfz|OLYFWBx&sL)h2XYE9{fY*bDA?EwIqgue{f9*k$vU#F8h!lhKv)B#zzPI0s0~jU z%+Ce|&X~v0l!iRNdp)^Q<-gb4pFV53^z6S36e28q=?3*4*#WZvlZ_C(j)H;TYBi5% zr2(Go@txr@Gsugl5c!($$d?zyg+I|d>m|nZA;F*8a|W2TUtc?3{COzoWnkxBPBEeh z*)n>@Yn}6@uL|=xK%!?d&J8{A+nM@Gr&Dbft-0xyBYc8qeg6<}3#}8^$|QJUcey6b zx17JMf)(b^1Onp?_!-wbn+Xi%4E*74RSP4(LMwPgi*^Xr7(!!yp!AJ4@fb{-SY@5>btxi*a_qtcP{e)$R;usmgKb z0ez_auiT>HJfR2^V+iBROEDqAHOQIwo8R-oJLi>q63`na^II8-Qhd-sw) zw{-Ha4*N30be7g_T`|Q=|F^a)wR5v0`=;MfOECO9##0v(%*-{M)#zkm&eRCDO-+-q zz&LB=EP#rIe7TXEOp(!|Jn-*=Thtl@>djs0&l1|&TAO{tC`kOZm;Hh?pX;5g7wLAO z>ePaVgT^*l{#k=#lAy0;R|J4$75@G-)+vxQ!*4ooXN(vS9xaTB-PJKb+F4rZ8{;Gh z-|OSP(4I6uqlTTPFABe6w;}VM=U>G}fF)#^3(%od?eY)v;ZOF?|A5^7>606+Z`!b> zo%KgV%~wA(n*^)soV&6QVw;T%-9A-=JqBv8t^=oAj)MQ|Ql&-JVTgZ++et>N7mE03 zr#2JEWn!$nhnuZEXn}+5?>)ixNpcjpUrTL~_gaNjAvt)HXh!L5Z~V05kQYzrTmB~K z17Hp1_C)yQwEoZDbNU9Qo;3HUp?0Hrc#hfdU%l-o5=(1@SZtX7%ENnG@5Ev9B3@wv zQU$j^j`nh0^P`FRx@wb!R**E~z;u+~SdKbLf2{_zHmRE@K{!Wdh^yyaunZB&qaHjQ zvC#7NZn|MytEY#DZ2qxlR&eR7(Vdoi41m`)p^GY9+#lrfR*=b8#n|+|p0apD4Z_{iwmbKAgq51TJ!-3;I!3=X2ahPi%9~KmZeX?+gDw4N>dk8^oqmO*vR3?n(y2u^!2Hr*S zr5gBkXpAvKatA{(vw3JSHNO6PS4Dp?u919(Uj{{!%1v7s&@*=FvH4hJxSoL#mHkK_ zpyeVJx4B2(??6Cf#AjZ z^+yt-t7G)y&H(9knXze(JjYbG4Dj7xmh7*bJyxc-bmo7lyt2ItQd0)C*{D|*=EpD{ z=3taT_PxUe)lMpA?IamEyN^?0qGlYhnr1*KObgHY!gTzl?6g|5zXb(<{Xmx7c3Uk$ zrA_-z!;f!evj3ZZr=$L+zd!VN`ge#Rvr*T(l>Aq_Vd6MU5c=SrB~=f50$?rHwaj14 zsN?gTtVB;+*{-9xn0Ex{EW#42Y|6ey*}z>RgZ}BIIg>AA1Hcj_pl(2{rx8 zd>}(8uQuZoOGt&@%=4u%05-_eEuxK z(8Kb)#b2#1g09iT{PIFHpKF{Res{ zxtDS4H%ZProc6_yZ3NemJsR72^V#gx>(nAFFBpw1YSj>O8FaU$V<)3z)dxF$a7BYU zDzSCl17Vbh(-YKefL|~Bk#GNg{J!^i=3%eXkMw5S{!iYR58vXAm~>ZgPny>Cq`nuO z1@*AfhNKry`+4AXBPyNJp_*(ZT;&6;tS%lYJ%7BmWbLuON)L9pOxpFcVi~B?__4bW4z#9?r zSNX_}X{Ytu*0wf%+#IP>>rG=i(<3G6GW~u$cfM0}5Qxw$j0pNoNe697q7C9z@9Pvv z`%Fv|?F#;d>lhOO(YRb)McUSc3ojO_G*2#jyIW%K!G@l@gR^$>cAo7w3v!M(48zx_ zL%N6!7P5y)h9KO78rYpRqMhVtH$=~ay=Er!Lh!Jw1gYtV%~Z3lK$DX!yhr|W_Kw{r z^WSU93cy=VXbJ50xdDZW$ZD#kJBM{hUuMou?&9&oXP(=$1Jd2tTSc=Q+sAU#d>Zak zCIw=Ah(yR!`s@_1Vtf4_F?w5~S@E}D>Ukg8M`Io|)xrM(JwU?03>pMrv_$o3icsy9 zN|at;Vi9DKt0Sw%j8*xbx%?t}Mzghb90A&mHdmJQ6lZt&IK7!ypdUxo`)04ecpUc?4ej}`m7_uY02YO1QtomupyA(GU=GRUT{T@ z$M__YvClDo$}}w|YTFeAs;b+dl-X2--(SUK^i5aE8oP$Wd_P~$h|onLfsZ5 z-f(_qJZF<`sfW+V=XL&kx3-yOcVO0)3h~=YiELW~ndmwzBn}faVxj7X&4mM%=Qxt) zXdr}`-)7<{+h3Gv^rRN!!QOltoxnyhv?Fu+j5eZwEI>|%iRICQ6;`gPks_zQTmTf*Rd!$0?R(dIIN z;J&W?Ox~J^a&9>*`9k?+UUZ=&TaPXj^kGl&#*B*M%=MM^+f+r5n6$dzqz+e?O%V@R z*qLL0ETSVAQ55iO;*6)!U4QmGa7{iibv*63GVTk9M)3(rM#F6Ur#Yy^rO}3wp*CT4 z2}-{$%RMZeJ*g56Azs0jqumU?TK0Q^8nk0`5R^z#1l3WAvQyN&07iKyS+=`nkjdjX zS;8BaZ*-D?qz``>7+d3x;1i06ecHy3Uv3M3eqE4Of{W7@XnNDtArIK@u=2yI_t8xajWtHI#*IxKe489qti- z8kNsof$g6t0VzlJMkSjN#Am}!dgLiJt2=s`RyV(TRT^b4JkB-@-oHGKr7ACd=e^hk zT#vUdKsz!tSM*?Im_zlfc@XSw$Q00G#P-^uv#CfTkjUg9Vd;>=FI8e6+?ou)=i)$K z^YCVvwh|&k^wn?f3<@n%9Mj-)3VL{dD5;#fjG|m5PHB3+XWJYvv$!wahFi)IMO8Vu zL`=tw*Ibw^{X$ss}cLXMltNUq~daSRqNh8HJ%p6&*oid)zJi@88wOgpH%e3xA zQMF(|`hWIcdM?KePinGmG2V8%#H)Sx0zKuH@@h0B2dLP;FU-T&gXX8kRcmd3n3sU_ zbCo?zPXLhD94E|(0=Wy8Fx<9m5eZj#kXn-f$AUu7GBD`^=Fz!qp6Dy>s8qZ8bxR;&d#=xZv_$v(?GEWF99C!_s~CDt@_<;USQ*YyOnNOugx5J zv^^c>9RWG*wI?KPlA@&iSP1W6Yf8C+w3_LWcHMk$CpuxMS}rXT1F?1^8S1HQw01i* zN1*sx|5mV+h`e+XKI%T0DI(bZ9+@C#Kgp{T6U8_sQ2GWO;sMiEJ-Lmc2`*FC$+vnm zADAkM`i+heID?gF1R30aMO^NHs9$Hicv;)IxjYO*z5D8i^M2;|aJGEqUCqtijI0hR zA1kcTqvnY?vLvv84)#yc&l8H#K2vWDRhBDtJYdL z1S&b0t6wh?_{yJahcu)R2#J-oI4(;x-rLt^LFP^t2WwA%!!Ocy8EFJ38x~a8QFho$(!u$jwu7 zP9uCyGZyPoI+aA-|Ag#J-)qKxhKNmCWCw%MU&TI zj?gFO?ag^aQMmCaBCRWS$Z&z9=pM9afG!;@+)TcInBIw2X0DLv=!)CHh4a9Ut}%IJ ze0?c=F4B|-YZn<|c_X74`%2*o*+C3f>SBhG*iH2ruNMQci*6XA9Nx@6+0UAn+6j4l zP`dFe&aaOA%uX}h1!@xqLEjVdiO+|^TvD0$iIZ{!=2fA$% z55OdUF;(|DBBRiJxkD*b##g!Xl=2H1)^-On)ohj7)O>Q)@~oN5iDls`B8yjwXRlu zFBe!mekIwpQOj1S;`N8_EgYRT-Q!opGas3r?!Ct~4TsV-Wt_mLNk2DZ&kKrX=TSn5 zT*$vJzq7VrB^Q|O5C;lIvlz4)9r&pzJTS5Gjjis;Wr3!VR{HMdj<=ZRoIVIWA$;C{ zNZ0W8o;g=gs7e}+=L3Ed?fSK(6MYpSeJ$s5UCHfuBNKQD09Pl*1?_ne_}YH%7l zy5l#{;NRF9U>&0dIGAEsL#TPTyfhDgUWge<7!%5$Reu)+&~=fyAd?9~omDMFP?O4% ztTMn}!@}Jn>~85omn)uh`qvSuL_=y0-zi)}0;xiQ-O;W}hH`P~`v=&S{DsNwo8MrW zP)qk^(J70?2)xE399s)#nj2}4_{GF8*-|hoK0T4sXKYvImv$%*mR#2LkTXetfLxw4 zj;)}&K1qD4Pf6~?kDBap<6x7X6+=iG&?*g4FYq0{t4v(?AsU7>WM+qTudXzIbNobk`g6hY41$crgC680UBK$6Ix0upgk%vj4uA9- zYOo@h>P=_UipTz6I?)Rmc~x?PM`U)>4+Fr}+s%I&l&7d8w3w*St=o$Z&#r>T3;d=+p)kZ<0I>mo`41Ok}4Fb^rrW>mOK3sS59kT4StUBCL<@_ zC|NcwHQlU$ZMTt^05%V`DXSV5XA??&*+5ww+ZByd>jL?v;?lZ44F~JiaXqZD%k5;{ zU?&s;=fLktq{vm*$(zlhm@E}JBEntB12%Qa8S-s(3fF|vc(yiw=IYJhQ-!7uqrMGQ zsfzRC?dfLgzHSR8xSmDnG%joGK|)dQL!9|M?1yI*d6JUo=gp_v0WgArt6y3 zSY$9_x`Y%?Z$DdqM64EEMF2W0CKc1(?kLUu`&{`lWG^(0%|&w1lcb7`bVM+YXxTEZ z&o^YCxcN9~5u{e#Y*L~+ySG*|<#c~>q*sX)Uz@X`)7}OB6i~z+>Da;mP2otktd+iq z-Q23PvqZAFlRPZjGDN^1kBfcQUxVYVQ{d|l34+P*E@mi zaJw>b#X=nEYn{+P32o~NFC=A)nI<<^E6tthUL}L^ zFFz-&?(zP-)p7$T@#ul3(A5y#TzDzX9dzW}C7&t_vv1#6P~CR{jY{<kAbu?Ybgcr zOwx6ip~6c}rbQUCZW&=VHnW_(Q+X{TfR71(31PmeoUk>BuX@OQ&t(qI8Xug3`dbK86(}4l35N$$&X9u7s=D`Dh z%_0J>OhG64z(*{2i2DPLCWpgfHzVHo;0 zS!J4wd@`rL@)yvkWB-bZ@N*}#->~Be;Z3+ir^wAU*plutR}fXOYKfa|@tl-ld8Y_iab ze(G@#bZ^5{KscZ3m(+5=e%D$T=h+ncIm4wW&x2dqp2k8fsRIYyp@=Oe+{+3{?`*=h z0B+1PFR!(g0Cm>%#Zs5u4K0ES5j=O1ln>G8PA;$@ilb$W=nZmj)f@+<89_gPrylyy z`DQ*Cm*pXd-n&==n4P7v#-+K9Ee7rII>JTAE?O!dvc^u9Z}qifJ)K$8n!{ajEg2v? zr!9v|<5CXq%;S6%+%TvEnem;UN3iXmd>A$b3LO2f-A-Iy^=Ae`+8#&J&^!C8t#T57 z5i|BPh^c;t%s1N(FL;{1;9lB)6fx9oyr5e|>Qrra9l}E^;mCzc8@YN(2OAimsS3C_ zhkkFr?<=+r3#g)5hQBo>;Kpch#Kk@8SJ=fr_wQE!HVUPCg;YcIAmbT0{nhw~Cy-p? z-E{?$H*@`0fj7F?s_dQ6k-s(hOs^B_56erv-|&Q{yR|~a8KlzN$gb#r*;<8QM~Uop z{#)e?%V$NXm(k46o+(cadH9hHCyP{9Vj%A8UH3(HkGMFQkbQ-@aI6Nwivj&i5>Bdpu>5!&wkMzLKLJ)F@l9_~})YoG@iguUUDDm?K6D zWb^l~>%~yS2Qo~YU&)({+U9?7Om18N^=A)0uQ9jT60m?V5U*5t%nfQ5sr#f#*9sk_ zF|y#OuBeSUH-N~rEsDgLhbwy;f$!-d#cfVqXSMEeaR9r1u4npxMU$vP_+;!>Iwf`N zq4TBnQrGi|1QAQPDhNn>iP`dx7FnoAHD&>t<7al6GMaJgGIVmuN9qRd@BvqzC=^?F zL$;&`Y`Em&rDYEWQ8ZJf#-)hS(dy0eDvJu!zKutdE6)o`SqG-};av{91D3edDq?z( zaSoC9ML@#}zAig|svj)s0PYC4@)5=RqYFwBmyIv*Fm;$_X=9{brv=C^D~c)A<>C771oM47s?cYCvv^bc5NwR@V`?`6C%zwJsZE5Qgw6&^3WADtLy6XQU* zxZtbX!qv~(As%NoNM7xZ;`e$b%)4zQ-_^IQlxnAc4A}=jNQ9Dw(u5Wjh8HQo3#=l( zM4t=ik;^E6xQNZfNfaesgzjU*gSb`9k&HWwLiF5}eWE1=SxT&8A^%FT0|F~HF2^j> z&KVl#nbM9X%@DcsCCZ~|V`QkcAd|uqMAUEEo)AI%un~GUuech|4@?=PEIPr0%O?%FX-dXvmN%M$hAbG>JV zV-eg?7~F^vqxmEAXyLZa**s?}nfWs5-Pha!0f?SudQR3{n^FV=9w8%gN%zW5;&+T> zvxP$eqywfle@DY_X%6crX1U=xJw=SsmM@=jPJ)J7ky6+a)IBr5U-Gfl>8b=3QpiaA;3b9*Jn*{ zWvYUwPCW?c)hB*KrpgenVhDq)P^_fwB`$BvOJojrq}+uKBBTUeYiNMY*|&A!*iqSp z-Mb&A;9A)%gFwNkWPe9AZqpvRuPLg3*tB5`>zkMA6Ou6iCo4xx5n2+O(=*v>1P{eR zaBdd1PD0$!>QLW5;`!t<8L)XAs<4V=+}uSj_KXC0nz|<{7TiMPK(oKCTw^;cop1?@ zN4bpbeOu0yU->SuYqNGPU!X*Xca?K$CBH2k5y;8s`&&BEFz5HVj$iAIG*c>nahSET z*v~=XY&xeQpnngAXZlyPLSe;s4mQsklV&%6E%c|UIfFQ$MS6~+T;y`FJQKy`9S4Wy z!i>#?`FKQQlMVm7*7*r#wSvEJcsI(>TFg7N?v6y$1=O3PZDh!PdtNY79|o)L-5Q3!peM$;q%g1z`r)-@_8xaR9XRrYeVxcq11n&c|*X|M_xtth#a%h zj9||Kbm>y8e#jYn9CAt7@RP8@pw|e1WX!~nuym}E33>jyAg=+tDh1JhMjbOdmB2;C zspr3X2L?sxAZC*hu)c_@_{mun8p^}#srYuBH+(+Pn;s6CR_B@u6b9$fb7t2~qpgvw zx%0v-5oS2hjN)S`p@`#F8c9hh3a@*r*-66Bk4%8KKN!w$xsV8(uSGyXN@R$bw0_ZX zb9D)^=;MDT+F*=_e#_5)pE_EZWk#yrIRJxr?U^&S<7F#2*tly?ltUvFdd4LYxTZYB zUV$vEj%F-8x!PxVt$YZ9@q7dt4aZ3yi;U_ z>(r8r_?4W@8&n-%YBd95ed>QJkk>EGrB9C+>}y`{17I{la1n1u_}4t11CY-uJFtwq zqp3hxvb`r|b-nm;GS*742Tw}!Kg@ry#B(b5vDwj zhj3p>gho&+Ps~tyQG1&qq0ZwN{H2_a|3Qc~R8LgAu;NRd)pGKT)+~(0%c%vu(j0>c zL&y|ig9&rpO!LI;X|MpIE_cElsRI)uMHh|%N zc0%4+flRd3)&kPwoi&AgTfuCSNq?mMaq}M{YiHwX=<<&b z`-Ya&J$>C}e7PNOyR9d)?M>hWzei)WxM}_6swkEOIQ1_(mJ_H+T0c!_}n+;cu8_ zU!5uz<15>0xoob%t3ToS7`D?yuYl}-Q=FvX9`4;0PRoEKG@G|6wOwaIK99V*QhE@B zG!5A{wv&cdz1mHOB?wMT*OmVSB_gsIt@@jP(ZX%XX8ERaB8se-INeQ}JT zj6T{i$ORl5Xt6vIpHoLUOIk>EHcmX`84FKxzG<~#X4%vIfDH(wf3yLtEOXx&bc9QP z5AAs>Pb+b$Lg4ZMrzozB*Ui7o6B<~;% zAUw;8e)l`za2$3_SwapO-%y0xKmL$^L49z5;pN8$m~)X>Jx6(&2ONKANC++7#1skw zRMgvjCeguG?0T(fyS^P}{s1VwU9WsZ?yyhKI5BN zVG}o8kWMFv1f3fv7!z#iw!H*@Y;FJ}c9LCqU{YFN_%O({ntISLx3MQGx8js@vGcDe0R-Q%cu>0oUoxs!{c%2D^iks7^9mgk>v;t zEmzwUrf~i(1OdP7O&vquY8Rt0M7C(%rA><}yxcPL!Jfr9G=b1A{oF zvnS3}iPqm0J@-Mc^Z>PgQojYl8JJbUSS|~u4t93 zNN~T-%$tx4`HUYZ!l5N8dUktuK+H+QW{^zo7Bo9}M_>Q>lCRzYIAOJ&rnwrlDY=lb z*g0lthOtIBz|oQMDfUFCa4>r>SNLg2W`fmD6!P;LheUDylGIOs8OaJ!h(?j7t6q#g zt(t*&4M@f@!>75DaH@jHV1;M4E&bb7ZBlU0^Pev2`xAzdH(zXP!bI!K#@%BBFREZP`P{OH#QW)fn9nXXKoAT{*e8FvP@AY$(+W;-ZWIU<5S(B zbeUMtF#m42S(`n7eTZ2(ls_grPcdHKQAM%|`*mFMGX}H%C#6w*^gYW&86@5qFD8)l zcV^cBtJ6uIrJD+*R<2R`@o1O?EpsgVx}rgPc{Cwr&Hb29JdqH8`7>+mSE1ZB_GH=#D*~S@-Bk37*xsl#zO|&(Jewe+>LoDL8GxMzEzFcc>)f){b-bV-^1E# z3jQqVDe3&XAF*?C+4Oo(Kh%8q&oMrUK=2sF!Ew+%opDg{zF+8saXY^rQnT<};M!F` zR3D~n1+6cCNYP@V!iuWgp;Tgd88%#NGq1pkGP2X3UNV4)KKM%nf-bZ;XLUpS zM~QJ%5-gt8Qj9X30yvTs@DFRg(z7h#UumH947e!TgH0x?2TmX^=PrI;=1_1`;MUJ8 zT_~!_TT$I?hQx zF9xIx)T#?!jnAUQ{`K>t-Aqgfg((YzmCGDZ zypqucZKyc0cxxgOqxrOFMgz>T_Eil_ojqxkP7Z5rw;pO|rKC*23`sIC}w)B;o<0v`J6_rgsd7X$!E4D!E zN7%agYaWWthDQw+)@i@5t+6w%GGG=yyW2jRY1@VF z!aB8M-sm0M1pa|)n>}+A`qx)~W_r1YK}i*#LH)!i`p@(?BQ{%QKgzu@X|TKQj-f_7 z_}+My&R&Vpl3_OE%T|iAer9GoQ3>RIbK4UbaZXkZG( z_G*Ug#iD(%p+x#g-S@oGN?$by_nlZT6S^&=fbsO4L3oAOqn|#aD1uXeW8C9+&*LM# z0{t#+fWOwp(l5XWl_^9u|9<*`?Rm&3f>n&?~GpF{H$vDb`EN4?mvIT8x}bd z>1O1Lv01}lqN;PIfJo&)bS}iRje;lr?$G{f(t6z#IH0~vUy$7|%zPOS%XLn3$c#MU z;Zs5#gY%AtfjHLecUwTkXo*4nrGHTVR$DiJ+gc)Wo$c3zJep)Y zwP+uaIbMx9lB5}>!qIm;BV5gnTl0oY_)e#!nkBsr6nP$Ul)PyWH1iN9F%hgh7>A@{ zBvs9(J|nCemW**@jzi2I7gf*;X5DYe`j*|FLWf?=$@X*hN9!uBztO`{yHblbsXY|Z z{b<1cO?R+oGi7Oi&pS)YA^q!=36Ffv32g;uDL%G@G#*LiI4zFN#IwDl z_Q0}XhASHZn>$H|BwXndn)D6O_N9`m)t_t_ZG3v2dF^qcdjlgMtOq0P%GmREmydIZ zreyqGbv=@uR6L(8$6XZB1>JaXECr-Gt-Q)PQFWsK``P<{<+RP#345XiarvyVn-%v$ zn(MqP;dAq_bz8)O=Ke1#N;g6<#bta7p^Hz40XYS-=#0Y?mn3#}Sd78x>LPy~^aQ58=R+L}Ow>m==f*5hR8^ZN(D38t;hbPFmYCpz% zjNPcXPMRHO;pBK|*1KY21Trn;-M-z;2jO<)Y6a|n0_VsEaPUgs7js>$k`Q#Ba8#&y zw?r+NE6g^s-*vT!=j7s8_G0n;{@hAA@i=kq^QAP1`XNZGNhELj%x%+8D3cY{AHJWi zl_cuTs!KB^v^z|JJ8!inu!5E-ZPa&0{F8_%a}PT1Ffk zS(R0Pummaj+N0J^MTF!Ys^d6VP0=rrcoPEJO8Z@phwp)lAOX0y7+L4UqJI1q&Wf&8 z2pqC}PhrkMGBq7E>UF%~`Hdl2`FQ)YVB8G!NUBJT#ZT8A{zpq{w;?_BJ8E&^T=?F# zl-&58XlQ?x1GGUoiLzgVO^UYsZoj|hd`hSy zJk8ietC55|P!PL+derj6BHsL2V-n$_14k1++8?y-Cl~5K=x&yAuMJ>o#=-jDMHE^g zFl?aZKkXT;1NwQohpe{eq-q4GlkHiuT+5aB@oRs`vEP20xke^uNXUW9a&+$iRBX%W)_Ho63*F-)~ zQ{zG1X@~A}O*@Ad`k4k&ZvvJ+W{`9!MrB?MTimL9xO^g)f5mw(vUzBFwE{2KnP56u?yB&e;=eGd-B+$6F(6OLOmQ>=6;yMHMBFHz&$EG|ccB@R z5B7*e&kl7|R?Kn_#9tFVAnsXze*46J)AEVXxyAUZu3yBEw(ewm`Gjy)X-(S=o9TfY zAXJah!ui-%n~k6PL#*3>wnzzG??rsI-N%FfX3(^ZciGJ_s!U%sb6@usdwkStIFrT{ ze7j?{qR1zOG=##M&m!{_SDqsGDNlvIKD#rCW6J9#i&@4kSX$uAGji^K*3t`^k6_U) z|MJNakl!UY)Tm@of1>=S_{}ybkeZR540Klm?rZTfuP~a_NC#kP#TPXsmVR@C0okKS4DC<3wKDqNg2Jqe)+de-cRgbS(5xr71pNI z6}e?$(px0g?T#ueEb#M%%`sseQbB}}C5vsZANca*bn7_D6~lfkya$(0Sa=p``8#2>kR4 z!^j6wd8&6K9wm7ol`>0RxtBz`2^m_{xs^Xo%Sg1~Hk8vzI}Pq8YXPfXHt&n|Z=D&S zn}~9}9yH^n&|>XknNLtO%UI1s)I0$Go}7o=7Fm?H^mqDJ$xT3KO&diAz!U)22S>ll zHE+V^1Cm1Gv~F+U1;J`hNm{P6o00!AP~BQWwe)gL%DMiuXEZn^vC*SSb-qBHsH=+P`siLITooR()ctJ&pXv~Sgov4Z<~QjsuL z!8+UH^3GZ4Kl)Dh!g<~?E@B&C3}%da2_r9oGO{hKEBQ#T4p+SINwlJN^FbLnL+oF11mCYhvu*y-taOjs2?i+5&wcBSo5gTS?S+B9DQ19 zfzF-f>#=O z{6O%3hJJmryFjQ~2zqc6q|u{Fs^LEx)&sCG_4gE|)uQ9FlPS&wNIR((U0w0Jcx4q? z=mP#6IM6&o1~j>lD|!OC=x{MPp|z zh6v$?eKh#l4;K-)MX~KH-u2ork111Qe_=X*1Vk)4gF3xMC6Z?b6@C;Qv5Xxv(RH8` z`wF+6f;W*Bxt%$+6liHzJI$T77j;fu9y4W){w8dzB}j--JtDBG_6}cL@FEdo@c!>Z zhlEX+byUX~^2CC)njunV4g@yEeF+?s|sr({Zy3`8$8BA(487XJPNuvC z;}M55%+|{F{rQ{ia8agjrcYl>QH@NLFA((PRfnT7rf0ES9gcO$8M6G9G{)RCHj4?t zT`Bj3&+p5gk*Ypr9a&7{N6hC7IQ|WPj_Ydg02_0~AN_$v?qF&)M;_Hfu$T~L_2BAT zzc-I=ShQ7d3?_$c?Z}A(BT@RMLzyXJ(d`IdQF>L@m&}h1Zv3n+x0(l}Hm8eNhcmHS zea!QJ1e?B(cCffxXx(L);hDN;js2?oe>wD7j$a-s7U^OAFC@nH^s%Qg`^A;QWkOaA;?Tfh01b=0nxZX-4(jT}Hjc@Z#s zO&(-Gw~4M%GPLsd0_1t5UFtUp6oX2q-E5s;51bHl`Q5Cr0~_4NCzcZ?Ow`4*HZ^yl z__0VO1Np&abN@7;2;}SlSv1dxvDM91qjLRYV`|ji32xFHF2hw8<3SOBCQLZWyBovn z$&zOB{js!MKmgA<+{q6$gWW)JGYhjDgG&7>Kw=TV7O`k6Zsnud+HtvNgy44&#~@Sh zW=eWQw$ZAaO6GR|4c0l?#nZQbXPv^wF*PcmJu|<8z%kA2j-1Q-H;I_^m+sWUQEd}Q z24#j-l3~R#oZ*vop=*|Z+yL))(Tckl79O>Z21_z;{{A_C4~2#82P7 zkYG|RR{uTF-D-IdaqGZrXs#f=I@qi;q656S#oKPq4jnUn=PoS=B1udym08lFaJtRM zb~`}85rA)m+`pL8-ZM-1uqEB?`I)I-gbGD@@OVS-28InJVX5AK$S((!z_DrWeMPC& z&0dQ@EIb^TFTdkV`CwmcSvnD~fUaF1A`|ccDF(AY5Oi#(oVX!s%9r2W^Y3IrVDkPnW`+)~$iJ7JSiE=IWVa#b?IbNLb z6)samLvX!d<_zg#opeh^_lyZ0L_Ew~#{@u#^%~;mH#2D@Uz7{->hnF+FP_b1yBR+i zWrVxNR-1?|Hb$U&nkq9D$u7MKqew@Q5v%Nm!Ct`8OwHZ(B`FHB`_XLM*XAT%>JGnc_A4-^A6GdY(LAr2{j zjdTe()N9zjJ;qi;cKX@(S*(%BzHeC*Y0M19GQ*e|#u^D_O<7CXij*R-(;`u9>-?=YF>Ly`NWH*vdv;8-;U28{n`6c{l{74(OU2+uFim z01T!Gfx#3&;^MX#f)Dy12T0r=jSs+o;IQg{P;~KV1c74HLl7uTa~u{hA^HGtMF6g% z4p&u&!2ksqOzm$X4zCXAAxIb$U=9IHa9DHzNL&}^N5*43JPDLSfByxfkkSBLO-)tq zM>wGEi^gM+2rOWZAb6sEDHV|jAHW8O#Gnb}f2EMp@FWoY)S=M8z(5GXHvocv!+U5- z%K?EHf+uhq9e~D@&?w+wXutyDi~f5y2uK{T^~41H^w{9s34sVa8lV__Fi12ufD%K* zqR@DNQXa4|HUljE(Ab}3v!4Vx;MeH@a0vXLbibkx5@E1Ef)Pk0&esotC1bE2fIG$q z4OkkOK?p$vIRJr09S{*d0XRy3Jc5M4_#oUUgde>l00V7n06`h?*MI>?JjRa@013eO z91ICPNJBYieJn~B=j)5c5&}R6{pn%wXe8y}$-7#2{`@tY6q94=_ zi}5F-jrD$!C??Qvn+KWzD8pbdRaG?r?GK=Xke<+k61HSN^baTez)YEcA}quY=Lfh` z20@2m+|iUDP)GoRga!zBB04POPshIz2o48O7$gC3LwjJbpx@akX0-cHOpyQ{69k-v zQ4|OVUzCUMMXeGMGa6< zQvt&MoyH1*`PIfBk;YhmcO0Phvs=nB{oOI?mk6YOt%x-6?_3r*igwX})NiRf!<1o2 z$`}0qEchQG|394{WclBv{@<1ih(10)2vWZo{|^D-i}4}@LD3PV7Ddj8PJPqW>@#`$2d zXe(R*=HQW`1i@hc@ln1VBHjyRR9DYk066!6h$d0 zD^sqXvX>}y&<`;KPzV-Bpo9RF5yJp?93FIVvudgU6meksiH-wMx8Fz&fFl1vaEc6} z=s%zm0QLL>Dg#h|%pZ`F*ZU7hN#*++QdA1X{s9#LsNX+ONri$a3c;cNU{H$T|A3TY z0lxz%wE}z)0e^G@r{o~~0VxdPZ>T^iAM^*L3`YI||8=xTA|6k9X?`pL<=p?qKb|!- zItYyfjSS(CC!)O`M>l*e)8-G9pXpI-QL)?HCmvG*CHhc*PeEv!EqJ`|@hjzR98b&9 zv+DHJe0Y}DoR&H!g0ockhor(HT$VMENL;c|BSkb14$A^|mi25`feT14B8dNy#PaN}{MTvZ2_XL0f|ay=EP zC9x|CjPZfuvy5p{ijCvP zpkdLC!fKLOn7E>iedU-{P8f-CsM()^Ydye!Ags#Lwm(6ZuHmMoOry%J#+p>)!UY*; z`L5IN6idq9S%61ws(YZCPWVCXPavGWKU0~%mv?wnJ+k0hKzg7xH7_wj*1Th#_R{!_ z!G)HaX@hxK%>dw0>5c0hGcvcI8(A%3f-c1L(BwG>sU$wWLoDa0Kk9Xkusdn%A*nZi zem4apLF>I1%J5NnbOG{G7SO*7)2Ef=Xt=O9d6;Lp-gYGGNO;%Wx~N6gMMPuXQO83M zd(+1t^3M}?^=COv)EALKIaLci>2pDzbdL%xSods2EgQKC3YkT{UFr;m8lo;a@>q0C z2$kyr>Dpc~+oVD6S6`OhcbM@JFCV6V3qfT7%6OIz*Y*E>?k?R!LMCPoDn% z?ys*-HS;6^6Lb7s=SLsY<%TbkrKz|!d$K)7E?-Ie)W+}RgWXyk*&QO)(^eiT`5H+* zywG*IvlP~@Kx3wQCAN3Y%G+b>?zgW<2imqzQ@!H#EEaPt_d{KZIvPg5d8}4{VbfXZ zJItu^=PNYz==ifYbg8Q5yuyltZV-x9#X5PO0q_e6%TF?TH*7aRoFa2Fq*O~CRF_46 zn`m+tv?XW5HB!!^sgKDWnhME;yA$mSaZ8-7WB2#JBKJ55qhnQUkn-A>jJ#8b=6$o9 z`uYzBa_Cqr=_;Q#96yp`VX*Fh%Mf}>Mzy_UDcwIKUH_9Yu>dXP`07fok#C4>?ak9p zwNI}(1A4o2g*YLW?{!yHT24fX8|HL;+?tC0u6sVs#aCQOr_=}|AY=F!{brE?HnyLJ z{qY#|GH-89#=O$o!(<};kqrqZ!n~==ib1qn*Fs-U)uUa(TH67E*}!3ctB0RZ^dE-r z=ocD$+Z*LMhq5JfmSE`_?C=WNiu5Xes9HPp7tdN=r3M^xWvjZ%4c>2l`5+TW`;;c0 zmf9h0C(T3L=X}Tmb;rV$zp`X>cm|Cg9Cv$H*fQP|kvz9!BrmKYebOuK0j*n6kD$M1AN6mI zI@e7*7?RGVr^2rnS$&U-`m7|&`83$E?!7j@_9?dBE{^H=H=Eyo<|3J1RX8<&DSp$x zT2wqHvn+Lz`P|?WAGfzx(C(dA1KHZ>9%SiS5*w-&SBIBgiA5lJlU8^>z|-0}p=p(Z zDLXOSR4?9gugZUavUre|$J%aDZxBU!@MtT|%dhYX_^&D~djMrNYOGMcqVi@9@^bHq29 zY3!S?s%mBrhfR1AysK<2bPBz)+~@Vbf4g;0voF5;#H-Sd>Kk^OSt)!w*MlteXqWWS z1umf3Ye$W}Dzcit4N;|HBM*<9qLw()mU`~+_M7+i;UDuXtGjY<2yD?=UYZuqI?C$% z*q5J^y=#hpCsSCVlx)MKCKsI^lj$Y5-cvAe)z!;&=Axhu+jG?3RGoi+xbDY>Ws?NxIK)>do${TUv3g zxxzmDr!E2Re^Fxr4yU6N6IfT`K>S+i30I9~oa6^vUV!d7(Cr!DRo2qNo|nN5aHhT3 zEzHxS**<$sd=R@HvY3{YFGYF%inyx^E(1~G2Ltk&(wLvP!W1g>@ni~!E zTSCMq1iI{(p9tTu4X%NFe|*HFwY`U!(T9=<$|4Q!f6xr=Guk~XcOSj#ZaahDV@zII z+671Dw|!=%U%N}zYPzaC(v>l-v`KzFPiKB<_quZDi|^=1d^v_L2EM{;Hb+az)U)2N z%%(MV_k%xVF~YN3BLy#(n}#wue?Tw1tZ2l;CxGz|)nuKa z!U5q;{;!rM_A|KwSB_IXJ#pwRSI=qPzq;Ife;4-#Q1ie9?EoIO+O*e<+LqjSTNcMxQu}E?x+npD313rQQh*%a zG?8A-tP_$-q%AY_d&OTado1thV1ZeReG$%4w0%!{LkCb1g@(@0JXj!4mQKx2$&&~q ze;V=fEvF1Z)sbZV%30MxPUZ_SlifyA?&VOCI7uT5>8&kR|XowqtZ}8YCWDr++g(QIeK@SIWrs*}I%-^lYAX z&VvNQ7atVo1tV|NT4ZpI=ppB~f75_a2Z(l|t) z%anVbe&VBIIeUl}>{+2N6f7nlo@S_(H8kAdLfgeIN#7rM`lEc@YS6`seHnW89gVUCk-QgVXhEH&bhg7j6p;o_6Zl@_63#z^`AZhekx7QU!*jjwn1T8e{C zd{5opEgNE^|Erg_m*4R^2*ewF_LhJJ8`Y=0SZaEj!ra&|Mehy7~dHS|azu93>9oQ4TWNO8}V%CU$?%_z2l>H=`7^3O-l3rmG;hBB@ zS&P?YImwnMAtfzGg|(ogH8-od)|_u%9X7ahtfk!x+?zw2b|*xSf5jU*oel;Y3Ex)1 zmGfukxH=tslN4dNq10Z0Tx4ml8Jp%!LCikRgWylPl(8tLA z*?Y6Dk+P1HmkVf(r}#ty?k8KVcczC=#3-?QN=RORcdN_f;sV)~ErYq_{)@1({Oy(E z_9eZKc>UO|V3j73KoMjaSq-d|nYZxLEAS+V${HnbDX`mGe;(I0C2(;+$Ew!QU&ZLk zk|~Ro7q_n87ys>wSL?0piTmqJi5#G0C%}#FSYL@FlPsRP8=tOyW!ar8hl}RbTTFMUf z3k3TY)%hZzfALBVdt%?fE1ng7(hPR&6W3%7&u;RO>vR;Z!mTZ_$)RsH0$-S_{#6rD z)kcaH3Fy8}OZD_HF~c$?hU#n=f6mtH=LmHz$J#^SSUt^)hxI|{M?tq*H_9y}f{z8) zOAxhLVCs8g+;TQTV4>VP7cX@r~GsbZo|Oe8&VP0k!zIogcNtbU$dO+M;k31>>aYt2KG z{vpa`r3mMu)_l@fbLKNs*II$n(`{zG6lN2ANp0Ue+kgT{>ONspG&qH>OV2rF#(>>5 zl=eD|2scOfi}9^T-Ozxrq#OX8ZUG^v?Ce`m|P1r;+6MUlKT^&MXGby~3ve~n}I z)D$%-V|_EOq?S~^P`5m!LCT^Zdf5AwYy4GaW!;$q2Eet&%3_PX$SXc3)O4Xn9tsvI z^+QCEr2Kf~;}*RdKaInR`bM88eyiXTI-`=QTHL^wtn)a)kk&UTxb<*qRL*CHnFmbs72!9`+6JFa~^fjl(P@ydkL{A^1OWWAl7Nxr1auPl_SR zyW>J6Tz{e6b#vu(Rp}=f)aHaMaXonLe*j?LQVEwKeGe0t5$z8ax1_EQZa$Zb3=kE! zC+!bpAD7xT5EZwe3=ldhmtR*97Ps&=5N;rs7IzR8w{uqzq#u{H)esc7D|ZlzUYD!! z5EKzHGc`8~FHB`_XLM*XAT>EPm(lSM6$CaoI60R=UJogMRs~cPTDPWKx)B^eN^0m3 zB&0(+qz4#ah#6pp21z9Z=@b#^l9XcQ6QnvMGQNC^tnB=njnM&*adZ> z4agaw2eW~I5kCJ&!71f{K)6cs^Lu%D@qt|6d@y%^`$t?n051r_0iX+pgWWyBwt!#l z0-k_ez`q;gBVYsQJ3!!n%z7|8gcryi3_uy2AvRzr92MXJwFSEaP-g@5R5buvu3+dN zXN^A&Jb=Hh1|YyE@b7egMgK|!f&LB#+1S8bTtQGD2-F^62XO`iw3IaX5Z(wL00?UP z%Ms*%42PlOL7pIpGsqg{@VjsjKuJyq07CWmS9fq5cZe$j&IgA$|LTzcR~pnMD?)7_ z!(3dzPz0RdSA7Z)cd!lW)_wSYkJSkZ^Md;QS=&LNwsyZ-u=Q}|H-JLiJiw|7e|exx z1b^G?!3cl|5C{|#7YBgd0AOz$2mW8l^?h7_!M{O)UuIPO0e-G9SAZR=1#kew4vhLC z@PmUq!2pE22ROj*zXSi=5eNtXY#}xXfHl}20wwr6JIV~U`?E()-W}o%Fa@HBCjbEc z`uuxkj^dUr4C?IjxBKtm@@s1u85ln1{@w7uA$fV2H^7fq00`g}6ak{R3KRy2p%wvu z|IDHdg8Wql@b6evs2vO-@uyhSE&Z!t&%dV6`Ij)b0RPPO1cqWP7{K{A!OegoKpWJT z!2g@(zeD~vcK^!qe-QjX>rwJ>cK(fW{(}Dp3UYxs`}~EY`09Z`abFXLQULTnU5&th z|pK$zvd|{0pLeHOTUZ+|43}(;qH!-)$hThPW{(^{==3$s)by&+qr5uA7@8+oVXSPkFG%jAhIrml%Br$F>S4C#Xiu;*d@<12q z;)WvUsqFl{Yrnn554hn?i8{?!{y#0_b;mcG31&Z0_m1W5$<_2Q;@{=fm)-KecJnt3 zcEW5#Z&zc>cJmM?*3O~0@ak57_O9tESr~pXy{WTRA*xRJvt)ud#vs}(xNwr~o%Ne3 zS{57xFC*Rq@*mzLlc#5&$={CM-cyU`CJ5M%5z6;7SrvSBIpw=lrY{KZpu10JLd%GG zNF=2){TFYyI=_@ztoO?-B0UC=5v{L>`2E1s+D z!E#7Y_|e)Q$-XzdvwE>OQoqN}!QVu7TwoSPKS_$y@Q96V-(#`jvo6Dq$SJ)6>1$K6 zV$JL84~5MMq3Y*0D79>f8b_SP2J%cu#+dUm6L%-Lm7DLBu&GIlAx zF2j>OGr%l)oOZfcN;ZhZ$%CWQmUAtW67n8*Z?7+{eoCQq58hn=#>n;)vv zY%u$ljSs+dVq+)6@hoYDy&E)h$)PDntf7bef(aH=xC=@rmfD#?*G|>aCyHNxmD7pmP|>-zK(hb^Ku$1+)|PSu4-}(HNUF1 zuo7bHr4C7dvbK7Hze=Yc*4`oJNTD2jF{PtvdsQbg;&6TXnD=upfeG(`6l3hETBc$A zOie=nv7s@n=y1{E+oXL7iO*a63d~g8v8cxkv1aQvp+e(PBpM^9+^e{=+#Hxgt;%aKgk0Em5p3~XvIO|<*rOPe4J=h9=c-S?wvP{0L`lw<>{Ahc{xbw}O zS&M-C_2v>^&3F$SI*02#xAG4Lzfp`1O-JtldbDg3Hhb`-U6NSOks7-9X*4j@l0X#N zzGhL)KP8de(|73BwUeRr3CO~qkX(O{5fRQ2f6G!*|N2QP2il@WjQ-^U5yclQoZon6 zS@aZtUnRWC><1F!lz%|m@+gZ$|G}m;P+4aFX*08hWv=Tn{4%=I)J1uHaVV8+!UgP_ zVAv~y8(5o3OY;7RC0lghPVjb3%+Auy8AE1Yh5&7?mceZQh3`NT))7u9t1H8|~GHc6t>tBCnsJ--$dCJJ@`< zv%rO~eLfWa{GA-=@Ih)9S4cqS(Mzt6AU-pb_oUiQ7E{7 zs;l8PoJiNnwRf(2WNzQsP#!CGRbmJACntsP(mt=#N+k{NOhBZGMf?Ea2zG~)pupu~T zhPAZk+E^dL30k5KjKRddw1V*-XqJ6ab5pO9c@uIyH0X=iw&@AwBEnc7k=0e8-9VP)_h4FD3QO>Qx;S^bi|Tcz zG?g&4S-zNI(xK7EV#z!Wp5%qD4qj0-iBgzf!hG=;si@8~ zoFz@@?(LQJQk&N~R%|Fy>M!kSm&NNDu&Qe!#czI+s0e;KK|b+{zbt!31|xp|BWnSz z{*_UqNHl3tpeb_^lRLuYl1PoYCSoLd{xo`8?2R_dPFm-L`{-l;jQ5Ry#H2Qv2INnl z%;WMsy>MWwyHpq_hmW9Bwvb4E8mo@uEW6viuF+CmK>zrt3*Fj3t3XDN)^u?Gez?hL zLYjD8Wh3U~v}n|Z1B)MkXhJHU`>i!i;-2s|*EbIxbvJ@%mzD!8Cl?xQv1FXfwNP?( zo$A-hu%n-LQX)rSbi*=#D@LuR&xo82txopJ@)ujrZ(KJ_K8H_H)x97#jkG{FD|9)u zyhH~xtT~ORZc>or_QRL2;T*2e z`YDAS`Vo0_6TvMILaz2;zne?rcs7-(yr3cFp%obib%ani)zlQ0>Rrh&VgI3aJkC@I z9Qt(F)%(7aTBEvui$Z@0mnVzqN2YO7QZYs~W{0yxVA8?#*W{UIAS;*Qe{BH4mGmH{sH5hd}Jsrxio;gH4R2-|MqDwI# zjclJ+rc3PW5o=oCL|g79mJ>eaRGH>v+^ny5`Wc;!PiVh?;7WCa5TX+yD!h9&=g@*? zq0-Z9@{X+DI=zf(jtF_7#e|;a;biYQ>!}p+{l>CEJXIveCsk}jObK}Uv5V^9me%z^ zGa>uUi9uGh4gbV9(SaY%2kJMmZu>uHKdJVfGE^?nxxC~}lRDqtiUIjLej z6_Qp;7)l9$rY&G)y{LAJj${ooz^%Pl%XV4#B8Wr!i6ioI9BJd+=lT7%c41&|K7WYlwXRzt^~pz{0Q`=V6`lQHrGKNIi^$c>V5T|9hE`Q5EnlF@~n&~<^&?#b%m zdmHJN{3me#!?CH!#_R&O)+t&V^pvyKkLyWQ76V>?>!Z8sPwVNL6#=AgcI6&3b6?qP z%XoL_OFj(=irf|$l*-jb&IOho5D%8+xD*#BN+Jzb43j9@lC_%&^i8<;_RRT}=Wo%? z8#Fjtdwg)!Y%_iRZJnhPiu!e}z7lO7XXW|6(7(5g?;!dUC|nnx^ExI);fjSDU*!y<`hYhs^UbDX;Nkrr?Nn47nHMBPrH8CNqp>TfhkbgxC%=t z9v2s$;4wvp;pwa8E-0UerV~Dq?~ao=t3Un(;Al*UoFg^nx{AnKmDAWs9k8hci~2T& zRFalXeq-V@swxwDP*fy@IOqE@GZkCDd!b@~N8$UUMI+ElIYjlc=ynW3!;jNdpzp?Z z`2{M+Rp6{U6^mJZZLwCZ5OP&cSuxQ*c*4J6J0hcwh>AphSIB=Q=+@QesDQDM*V>8M zEBT$|BawC)#Ll8-NdeoZs#DLRdeE%SD~6}zFpN02Wi8+SPWutl#LY5+P4~JEv(2l2 z(fJk}PRfGxy4f$c{f#a4RMIl(TpPYAg!4Xkd+t&;nmZ<_86$XCaCaH&;UdS(iPdL< zq%#5Ud~NPDG%pCqonf@d;dfZa`o*S(&x_F;y2QR94mH%HpS zvT4(9Z300K#*TSk=byrjG%dizxzk-n%o#=SNay<^D;v~M0-N?jj?%fSX7^a!{DI|Z z?xHBRhrd7mI?K_Dd>-BAb@a6>h_7k6ORtZuCepxcs>hL|P{!&C-L7mw{eU@t$X=JH zfQRUFDf{`$MDiwwIH#mTU(q$LY$DuXtQLk~DZRRYN7?fO_wf75_tHFyjn%IrZODj_~ zqBuAV_Wq&_Vo4~LDLHxrBe#2hZo4L^Zy9!MKShOW9#8*ur+_d;<^aHj#~(@NXK)_M z=@`x6-I^pzN_=3}IqcA_Rzxf^EEAQsEkP@NJ5?v+-$?hp0%=tw_ z!%hI{fr?%#4d;k;52Bh@k|=xutLM2l{=9!=Bmo85TySx`MzV1Fr#Q;8QM+$0w--t2 z)=OI-#NASRbElqCyIsnE=<&BfW$4V&cs$ntvhQ`~*h!#0&CFZ+qVf3!PMUbZb<|%CZ2wq1trjyh-2BOrBtD!SIKOd z+l4#$(CAE_Tc>Vk$L^Oad40?QUm0%$wB{Hi>Jo-_=l4o|Vo09n$H_fwKbs}J2n{$A zebT=~O;H@9tMw8iNRDtl*Vn4ts#pVT`hHdtsA-*u@#dBUw^cQ%u@?IM8F9(V+(f_j zqr}<+9xb}7Pb+nQ)T(_PuE*Ilg`E~DvS5#$p^@~7w@VN@c^*38Nh=HeP4DwsS039C z%tfWwec>42)|os_C*HOaL~#5}&ZxJxxJs{7E#|FkdB{t2c5Z#N!X6kduXfh{fK5Cm zylN+=k7_9gFMLDnH4yxG=ngIGc_M4+plzUyJ*e3H?J(G z7%hak(WNn|H(12`jK0cr7x|eCxYU(J*9;v)(mK(}inBa(n@w?GXMbn-2Kt(#n|_!?cy^x-_Ee%V<=&pvrgk-aVwWiS z78_RA@j9~qp$#s>N4jre*fT?iLsG9BzZ4#|Bdrf~2;v{S0qFT*!KX~_m&{_g^{0#s zKAd7Xk`eC}YFT>;c@Ch@}{SUcQ&iPDQIYBuk|v!LFRqm+j6f4w!fk=e|Hti z(k9%0{C@u9o}@XSx&Ce_O}x-asc)G5;?1>Kfn2rWIhwIwm&E>T=R=(D^O-t#!iSS- zMh8#YR9U1SRLd_K!;5g)A4JK7m?f`8zWsUFC&7){v>2z_jNqwUYLUu!S!iC)%jSsJ*3X7^rnCWBBi!W#!>B&@$LhAi{Y%eL@ ztGq)`K?yDGDQs$dA7^-LvELE)vTHgw=T!ZqeTZgxKmIL*$@v=>X#-7MN!Z-Id;T_m z70Po(_wVSM(`<9t<11%n-n0@1B#ShE%^5D9C+R*a?TG!dG|;@mO{Yk`m=nC8CUVG@ zpU^PJFFlN|*inI@48}Xjc(q*AAQ#?SSI^iiPX;t)`MABKsPi-UI=wIdd?l;E^ifwI z;;XXhlarR?b=RRyK{jdZmt~GG_K~T73->41(fZ?T88cJ7@fEi|o>QvrNe3qOz3_ZZ z9BwaHs+y5uOZnh-;~r3V^ISUu7vJHFUH=OS&Ox-pYe!Y70NoltO}vNF@xC;G=On6b z3$Hf-8m(Mp=6u2fVXgucAo2SVgjmxn$+g%eo>E!*#Obr~dXj7Wh z)!)q;?Un!>=GJ&cd#86)wWaB|>C{}dji-{b<2x2c1(grCuDSBOKaB!Vam%DT%$?z~ zItQ{gZ3zb=>euPNhWh9aiD7GhTZN{Nu{DtQ^(Mv!urnz*_(|zx$YA2;zNr)IOt;fy znJMyCHOzC6E$Bf!FE5P@aTy)qyHBSxRyLzv5@HU@i zQLWSObsf~?U}NBBJLuHS?HLI#^;Ox~_Z;8&T5&3(HA8H^eK;kUUh z@lW?KYMzJuctp5^zU$$CffFA{s+U=z8s9(l#JMb+hb(*g3gMsxSPa*B>ScaXAsdHR z`6>Lk>E2P^Y5-lSd5>kX^RP(~*Cq4fM1vx6utaJ@$Ch@}vajz?Z2`Ye z!4&kA(Co-pQ&~#$e%AV}!!33=FV??hZ^<1gdph+SXXr1$Ww)Gvs3zSY`BtSTRs4D$ zcCAkj{3$qBoeGX+cPTeC@vGO9Jvx-eD+%xNQPWe$X5e3)2=oFcP9ZG9hOd?=<6Lr^ zu{u2_6VBCGL%zwMt?toii%C*neezIT(WwSm8uBliFniJrBtk2f&lBMfE$)+ZRqj6C zWDs+I|B@U$ern)<{Dt!@x~~|Io4!hQa_9Mk(6W-@m*GyXh{a+wlesJgc#=riOes#z z1WlXc(Vgq%nl1TZEawG-I{5*x~es@Kg$!UQXBjvXm=AAQxd1Q$IcDKjoBz#0u zb{Cv^A3rFfEywA!kZlq@4Le@!AinsFGikM=B7N@)@X2_8VlRu2_;G7?=&5`t4_5eY zdKd$l_^`BWVZg-Qs8ABPX|__NzHS}|ywXw;fBI2eoCGaZSH)yn?%R>8p@_1h1*~h2 zpkt0Fh8`Y=C%9|?rOgkgDu?3_Uhy2Wa(Tm><^!g!0;@KDY#o@SFk?yiJ=f(9Kj$Sw z<9zXfqVDj2BwS@IkK#sxDe*{$6nl>G2dyS($TshsVHrzaaZwznl;hqVDI?&}N=#ueFZ#+?%&+KT8iO_BPz8 z$Iw#pvt@ZOEK=_{TNoG8_@&=ckx#?es8m;J`|}eV>U2?j@-)gc+sUQeTHwGVxfR{i z-r)ZNdGc?wm!Z`V6ql+l5frz{)ezzvm!EkN6t}GdGukMg=E-jP?ao zoLkZc3gZymg9RFg;O_438XOvT8h3Ys1}C_?yKC^^?!kh)U(U>#$(ir}*SdH0THWtc z^;Fd^+i#N-E2_{5nb;Wt#qDfCbWHS&+yD_dRVgM$03#y{JtHGCJUO|l1;`rsA2~d^ zI?&O{!p@fa9}E#kpdsj8CTa+OdMC=+*#e}UtpQ9d048>BCJt^!MgTJ-BiDb3c8=Tt zQ9~CC6M!5&K-$h0=mbwLVrTE}Xklg!dXMv;M*x*EHGqkWi-Y!G<^UlZpreJcp)Ekp z5M&Otd5>spXbn)YGqwPN-2cY~6|Xr6WY5jO;Ogp1Z)oF0Z|7*nPfZJdaJ2xL1C)VI zKt~s#3E;1k0rG}6z`s+YhbIT9np-&iTcKiS3UW1c1Ona#))vMvuXIm4XBj7zc zKt)OxpkNQQ{Wn?m-vnB~-^Bqi(KG$m-QU)KIkK?*m$9L-v7L>*p{=`xtr@`7!Wsxr z5SOI~xq)Z_hPEbu5e=<>o$TK24P6W^tPPFc3I95}AwXP631Il1;otc=89Q3ogPiD{ zEUf>^k>M{l?`0OVH4(A1u>snGoZ$aDpQwc+(D=RX?hJo7*UHw;)zKXlgMzTQs-g_d-zooBDJ*Q~ z2Joa~VFS=HvoQjHn3$MZ0UYlS-v8@I(a_@WbNs_r%GT5l!1eFrzSrqLM|Syp2B`jC z5Ng2x`jWSMpIjh->d&C-FtRZkzkf0Pe;)ULnf(8o^1r_glp2 zeKh~20>1Ci|Hc)wHMTSPYuT9D*a3!)j)v~=@4bFUYyeND_pLMmy8UaI0SxrEcA$3? zzZ^RB@5dMQW01P635GQ~^^bg_!Fo^vZaWDcH#Qz{> z0E6To!~$TD`h(u%$^1d@@nrv?_jq#uMV#+G75|`jpUQvGyHAxrh!wz~`Ukyx(fBXo zdPjzT(0dL>f6#jl#{WfZ?>b{U>-R?dN5abbm&C?@=8yef9bz!~2V?>;0RMP+&*tAV z@?XOH$}s?KObngO{~>!n{Cgk&N5=S`p6Nd*@5thhUzWe1%b!3@e+jJr=>MYIIXnKt z-8;eTAMpJYe}b{Tx4_)p-W+KA55~L9;veum6U%?V_aa*T1HM2Imy{}h+?{gC$W7m3}U zhOoZpZEx-D^bh~<5{Ew>e~;$iYzG3G7+L>M2o}~qivNwm!u7Z2f5l8p?-u{4IMaIp z|Ab|GH*x~nSp4rivHisXy8N^5Oz%1Tar%CLOEQ4W9fAKCsrQ0_T;eEJb$%|YR>Yn`-`LKz8%v}7|WTlCJ z&1j{!;guT6jlERg4sB|*L+dq#&i8oiBkaS$Wv?T5yK?Bdx>5 z-dx6^1TRH%p;F`TDZs(|bEAb%<& zr!f@)Ql3ny-Kk5-%iU-xWwU0It}W6}Wid;%}_ z$%eE~+Ph5(mk}0j3n@odnDfmFIm0TyZX$#YtmzEuZ z(NNvDpgLZNFdUEPn%@?0>EEm~&oz?Yf#&y%R*H=S2F2`34Yf5i~emOH-wu9%}h9p5agV=Oj z@_W}mXO={UC=VZf`SE*cD!@=GRY$(=bLYXiQufNpXGlz*ehF4Q7*tGjTt;mwvWdev zO&7e+8c|Ns$BIy|OSYANAIvph)p+m<=m!jmI5dZTvO#$Iz{;h1>`M+Jbg6EkB;8mR zCJFd`?0@>Sl?I~+KPPKmQCavT1;X}5{REtb-NB^j+@}>%Y`jNNzB&Ib@6HSG zHxg_oHK+nH*_@?+us0}vuAAgZeaJV}sBQ<9=_WtuLU$gqFcaNC7+oHgWI?MVLo`gQ z`1mQ@lvFk#9Z)11yd0WuYC1^>k<{&w@1w*Gjwh2$o1eDvzBRaPq zs!mQuJ}V$|G#+YDdHEG>WE z5EdlA`E8hsq=mEqT=eq=*-&YF2Ku(UyG{Nyzn@;bOYbA{&o( zKDjk553G@Yot=$4MnJ_6)sd9B=>`lu_ybxD&6Vy+=fDpa?DCM>sEy;r{+?HLK3zmL z(Dd#?}m zE3S-6QNAjRnXk4EK|T=@wE2PC65F5Vd0Vt~MOiyYQs&3=M?f$?-XMSLf~#E?Qkb+( z2x2aO161XcCOpC*erdxWO>^odvdcyM0M_~>3c7qcG~AW>C=Di|R5LKYaspJa4%7D9N{$%xl4nfRg%RPt z7>=OjOMBEcOC~aYbwfTc8}X2bkZddRI)9bk^~T`SR1qJuc8 z#T~#^Gw0Z64sM)zP;b~^=22R?VTU`JLM9ld%ZZR%{#|*$QS4gry8c4LyuKf7alFGr zR~!{fYB8tFW2Nrkm+XWWiHKOWtGDp4jDe1V!%D_V77F_-mta;UZs#GH6xWVx8e5Tn zSs$0K+j)>3SXNyCcd}s}Es}cxkq#`b77piWhb+KpueRrWaAx} z@^J*~(S)B^Yh@zln5#`LOsN)TB8fqL&ZKUu5*%)=m*!P?e-#3&>OljSB2en$EMS#D z>c&1(=%xt6{BuhQppRAqy1MTG4gd01A0@vUP0gxUgLz(pVlNtGRY+s5&P!H*qOWRJ zBzwHr===h8ZS27%aHdy3hLU#O&WjPtSpfHyp>As&amo3Sb zsI|n;rGo$KXJQio5)AmWeIpGs#F)?K*<_dF2sMv1PfOZ#*rqgd!_iN7U3#VmxE(M` zU~Uv8ZOLa$5J*!7-&q+_mM9x~ z9`!h2w76hEc$O7>4=QF%(FQfM-#i>>z5CkrrNW5oNAvoFymENuP}iy^2P?DjV5Y8RxuLWBbygKZAUP&@)Ya zcnyT%v-z?0_#=S(?WLJ%HX7Ba2?9y9kn826_o%o*DCB%s1>>FZe$%dPuJUSNx72Nz zeZ9Mdiolo$n*%VRPQ}FG@(p-x5%Gqklqs#w9()8#o^UO^ZDY7{5wvXPn|RyQmrW83DYz?j?UVo63=`xnzG|Y$1J@Gw zBjVIGa_HCD1bM5WT(NOqw(l`R?kT~AkrAP<3=LL#IHXKPsmA$DAuRUxYYF&K#WJM zK$^w+;JZ$<*Sz#FgqOFVqfX*lvw9>yO4B|8hdS4`aL_`AOs@9a6X@=S0(u%Eo0gXp z?1g$;D}~l0oI!f*HXM!#PeJAIv<;)orZ4t{NC& zc4JR}lE)EI0;1{}Etz`BG#8rX`00xFM#J^jH`GsWz8GxVof}O>prE-?C5N%flcm(3 z5?00&w_B&4`I#TQij-R)AYNp_Q4tP44(ejMhzOYCh+l zJpWl-$4^1wK_CT-m2p#ztnsMcq4H>sfw(djvANo?^Djd%1};^E2Ek{5;2F2;Y7vgV$q& zNP#AEhTrU{26i{Gt5EW9e5>IRN>w>tL6zx%pyh=s+I8d(*2B(`30zIE#GL1NMcPH>>t$l`c^!mL?M z5{$ll<-8I^Gsev-H(pM0W)XBo!itWX&~sM|vLBnYnA8lTk1hPa@p$>Y#yLj z2sxXxZw(fMuN~513yU?n$F3GOJqLZVqeVHlTgHWQP1D&{{PB`f6#&R0Cj$Md8vUmu zt#dGje9TqJb8^W^IMeV1U0;2FbVQQiE%14^SQ;*|sh{Y~s{OEI&BMP$>d#{oTE2wT z&0$o|+#_B71T%Z!3*|i*+^l1kWgXP(g6y0tvW3u#=G??&3GO~GOWD3Hlh1asG^CvzQUfiKLM4LWI2w{FqYabg#q>}U^%)|1t@Xx^PTsSeZQZ4g~$(oH?xAG zSdGzo1T@70wyIt1ey8?Xf1b&n7>qtvwmS$XS_YpUY zSKTMhg%Rp;kRE}mTHd99wY|fSY0t|!!7cUL-yPh>y3y#9!q!Bc;h0qO>8QBT?}1i6 zqZ~H4gjf|Tca|K?l{}LjoHTiZUIwUk#M=S;>{?GR9j|;_4QLMSwC#FvV8A52Sv<)4 zCYR$PYtqD2AJ^qQ-f&X&#)k!+En?YHNu>&l-dj0(z^Th60pu=k2@8C|KJ{QlTUBR z{CF5BqiM)Y`Unpf1L+KMrD}X$1f+6=4q(*Q?~D~3ENmn5w+$|bVBFJ+uiIX^>zYdH zzv%JEBfCqg#X~cHtdWvX6VAPXnqki9OGf=lx``*#EnLIhvJ!DWdHNn9x{F+|A&MAz zMNW0%R3M->wWadZ>?CnuSoI_%=I>^{$sDUNU3R4GN*i)Dc&ur3JLQcgPMU~TL&IrG zKB8ynn5<;RTXyspsY9rk)Ok>Mi7HTLd z@3@0draW}*%Ugzv5=jbTzR?Txj>S(`%`&W7uYR#!qsZ9D#6u5P_W7#eDomVr9e?*^ zt2@X^BgN)_s--LGg0WiL!J|epltOeJxEUpni_^0Tjoxz3dYK+Fx%PPtrvHY|Q#u3HNKbXdq5UNTb;{DAeysxnS)bxKzA{%(ss3Ym4I@mgpFYabl3f=#U|cf zmVi5=`}46;pxczG+DF;guNr7dclm-SA!@61?3KWOmBXc$RvIbny1^vSIkAQ*uIu1w zlZ}x4Si7I>*7Z&cb!fL1~ zT;z;XqPIG1A=@u7(;?j5abGzAXZco1W*D}=Y#j)XlcB@P;LU~E&+7CnTMm~A+@faq zjRXRJYNg8K6@ppq5ZAA_6{L&L@A7Z!UiYINlV@i{A;Y;thByhWT3(q2LUB}6p-yQZ zl?t`?KS;Ga9R}42iycBscTzaEYa4yQ{!y)suJWP6DSY~XTjN3Y&+G!#? zlyAg1_-(WcEi!H0d_a5QyjD37Q@Usf!2fxFR-zO^{Oc0#jwg=@CD2;RSknf8Mw_u1 z%APx)O0k_QW|MqniwhM^uPm|iHZBwbtSt=!8yd(zWKPxisx zJu-s{OL<`N20%55Gw^M&a){t-T=M~u87t9rEvq#{&w!>fB+ZnUl&MjWXO8&=^7=?c*)k%X@tvw! zOh)4+p6N0@di~pe4uh5zNU$@Tp39f*^1+q2PYD2qKxeE1>Ff2H8sN>02v+5Ptfv2U z%(%F}uL75poElcL=ZdGC`{+!>Mluz*v4KUjtvnaM*Cyc&d6Mc0dREl4f4K(NA4hK* zY&XjnjUQQZ=19ELxPMt*6ieiMeICMs=+G%)`g|v-F$t$O3}UiM8=X^#Juy*6Th1K+ zn~m6=guQ0gZ1(L=wmwfA-mde1r;iLEeTpuG_S#CFoq*)*O#Y0wPMq|FSJP5gd?Q_c zFN3#dg0!&_ai@KWyGGIF*-Xz}kEv|zc3%6hbNJlnzHA?-?Tq#C?4vq}RwHk>8?Y?p z5pN8Pw(UQ?K@D0)1YWRc{OVTz2=&B&{VJA?Y!qyYJfcJGY0%c7YKj0yK)AmJe?GA0 zd+SeS4V48OoHZE^3KYgV6{tHJ67KrRn^OS$Y}NMo7)y#Nms&))!s`SOa7vxn1~EtR z=r$)wG3ie05BqFkqvYYzLDW}{3+PP5lI`WNMh`WYyNv9p<8R!@v2!j4rd|N0=$yp` zWxcTQtJ+g1Quy3G(Z#a@Son`>o-*ixm0GC8C^ujS`tD2=_ce3qN`JPfaH47`$4j=j7!J&G@nHhx9< z2f{MHZmlLRyR$IcPDhs(e{{%e)1z>B)w_Mf8y}t$#cYN{#e9)5?M>oWb|izyk3m;Z|7Ue>c)TAM0@yxOe>8 z@*oocH?!VFxki6{jC-Z$4DQXc$1GORA{(S5{bY8zK~PLQs0CDNRAQgR&wTqnkPaE_ zjgZ56YB&Aai2pkMq^d> zKIe}F49^LAITg5!e|YhVNoZ#`T={Nc3ctngRWvhT#F3%tn+EpQ`EUd$XUXHo=>ste zPnUtihU#wYY}Oq&I6d{OMTEUPtbsf;ja}-*2zGB=DpQGq#rcT<(B7}wbsqH8^PFGx ztbR{gd)K_Rq^qR@p5V4P)kF0fMbKY(f1F|0c~VFcK;#4&e@D8@LYgWzMuipy8^~D2 z_=LVB2eq&E&89T$dX<-OemR~;BBl_#pofDTJyiXLPg-bxDIn!(64WR<)vIP=Y*eHx zIlGdfd&c<*ssQamJK+lf{G7$;=(4upoD-p~WSj>2$I3ko(1k z;m!yn8mue&H)u}PYyVCGvOsx#L64_}i622iLE}l;+q3CLJqF5Gj_Wp-1@PSI|Y|{s*vsZBFR|8Ef})5#>jvrl90oZDJgy7$!XmNf2;jB zY82n|GWF<|sa_i`Wh2643B$1>zVY_}>1D zaUUNh`Qc;)loWpe*!CNLOn4^Wf3CY0Q}>UGz~^u9++|}Y5juc@yeMDqH~=_w>1gK%vr*ejF-tJ{rNzYW+qQi`*_3{Ge@=GsWsU7t zsQ3XVcC0;1<@U;a{CMQm%qAo}sl3p$LgvA`Zf;9rL2`RX%WGMf>eXJE^?;`sg{3cs zKRpwsH#~RRh~R-k8(wYA<_M&269u@x*r3284^!5W)qXJ>{)}pd33*!0UHu|nSO>N> zoQ=JL3$)s_eDZvrm6c}9f7A(QSL=?*wenGUtX3p=#pz(yXT?)z2}!60e~h}Dnx--uu*^%98l z9=&e!8*%In;%_C~{U&W|^B+!@yPiprn}xn1y7L^w;~z#_`F2}<3meYtO7h4<9_5}M zh7d@VSy^s0Qhc%Pf0L!8lL^9XnZ#UY_gS7aF<4%GSdOzttd`9}kE9$6J%-RT|kf4mB*7T`GxMS9)XOCE$2 z!w)>xOXliHFj@S-Z^uvji!}v@HEgZTFkMD>HY&LAlxqYPEJX&^5G$CGMv)%8zPcHV zhZ%I$KCfv@JXAtMp!vr%33#Oib%*op52{_d2yp}FC}l`!Q^K>*d--4=15g$tqs-Je zO_$pl8%QCJe_1P}u1A~VijN&iq=#Ryv80-n8^UIzP^b>tgtm>mn{uIwBzb(fO;Z|v z`V&;f{-i_hqD;yyeI4(VJp%eXjFOQkC09t6e6OTR8O~z*Zgo`dGM%{s)&|w;s^c@Y z7BPza!cdbS5&eK4UjA+N7Irc7JE~3adaiA-T}GkKe^nZ%_uzDbegzf!2i1{<#`CXw ztcOlU9$2^}B&8}dtUXUr`-793*@Q9oM%D$CVL8LQx6!_2(!mpt>JJB@W3eKVHbShW z>}0`E53AszV=ca+FD#WF7dB|LJqgn0Sh5NnXGI!zEEzAB_7!Ait8*va(y?E0Udg>O zWI|3Af6Bz$KiT#ifefvYKv_`b-7m~2z7OyTZ9 zle~FMg;s|}kUFc8UM)Xl7J49}(`_fDkd3J0hLnl~sHqgmh3=qyLevh7o2>Q6mpC(8 zTy)&U{KcxEvN8Od9gfb|@wS{)7nseKa^06ee@LuLv8s(he#ydqAKw7=5q2vUMK zf1GF!vz*J7pHJ@SUT1@SDPey>efOc*{0Pv;Wf8qU*-v3!P=P3(Q8YGL3QuCmQFwXY@vEMyP z8kztsxpU(eR=)KyuVtedqh-_2^@4yB)xnURR~31_v~R_LO2(5>@e_AtV)tY|Wsx7Y zB$eM})9%BQXnMmdj4@htK9)36I2(R;;Y*ZZ>O)o&kT&2l;Uqqep$K)xbQ?IJe>a3- z6tj}%Eqya^s-YV)mn4seZ@nQ9)j&VKF;4(KrK(?97b&VqQ2H)tAvRxn3&p;SN<-n` zFi`E+&BLT(UQEm;*mE*gp< zw9SY6^F%r;7ICD!dcZMQM6iHmf0|<4_~lfR-Oi%Dmo+81mh*K#RZxsIFGEJ)rMcst z3QKDld&Y}Aj*HY{9XZWd#8tAwrnMBP`jD(iV2$v+QR+H~TsTea-1fQ9=&d;7v{ke% zW1?rX_C@zTAXJ3|l->#MlrDtyxOrPuK^>K0(m)P>g`4B9$VNWZw+i2yf0}Y|EEodc zOc*SbEJcM-%@(eO{kf%S)liY>4K{Yrz7B@;P_sv#(Q7e{P+0$-XiNaGee(sbi@e@! zz1E`y?s1Njo{(EiI9+TIyz3&$Uaihnx=_F%`^pR>C`w)jD`XIHN6F-5-Uwoj`Q*E0 z*~!?w7OVMuX>348@XVCbf1yppI#RGxaT>SG>M_weq&f{L+F4I4;+pms-gWrZ;pieRjna8Y^j!fJ^ifz89l8eIBgnkX;P7>N2)^SgB}gIAISh?Rs!J)k z4FSf>4fgApE{c7q-T@GboS(Os+j7aq|M`-#qmrV|8lT_Nkv~Zie>%F<16dk!pyUTS zYQAl~ZTO^hN9(Bo%?odp*q$E2@%DG}Qvt)^eTbmpx;IPIr(%iDwMS|_uvje(q=lr< z%J3*ll1&3QE7%L!iZ(%V9mKDqcY=F)lWPSW$)5U2(N- zFQqx~3`v#APn&n&e{2ds$S`WdCt1OXEZg03kCypQaZfOP#iWKrIW&IlfL9yn+0QE3 zTMl<4b5C!0s{f#7v=MyElcYnm3a@l4xU4LqD=RohaxP!vm)DAu+s>^mEDf6$1lOxl zIL;Wy=OHJ8ZVp7pTt8^X8##fBkgZ`S=kY39aWqDQTNs zhmB|BhYGIIo}^dbv$un7<_A>HbJ#Xcgp#|BOp|2Fz(^?HoQ)g*k(Ss+jvm@k|8C^t zQQh+V;;z|OogYgdIkD}_S^T^!9&%kn9}XpgF(?ip%xGm)^}H0)4Jz9yrnaqs3J42G6qMsVU8{sjs*)13ypJRbKa$4#*SoL5Ehmw+c}*}}sp!1>3X1@+D% znYVPh8!1`uGWwmaoz*;f-hK`ARZ{E3FJ=JLFrS&qe=?7pD_F~&vtPZna7*;Z95fxx zP%@pJk(+c+HI91J`Z-Z5E(4ohGX0q-?P(^H?o$rBgMS$-(YeX6=-WS@TdY@|_Gh{v z>2V})nc_GP@Gp@4a<|0cu}t$B{l%sW<%$ZOs@beW8d>|=cALCF1|PTt{#)zEtt+&M z?PRoNf3-ie@IG+_A@%La=#IJ0(tPyLYv(*q;Jv3m0;IO5X@i3hKIB^T0?seNDM|(^ zmaOztj`^sCKDZBw`O|5mG3E3>nig5Hb-?F#)#sVYs<$VJraJNU`|&j3#(?$y#~X4k z3?K3a#IH#o@zPnp?jhpT-?BP8D>gm#Ktx`tf8b-JJTpW@mQP{HN^}z`h+G}JFD|-4 zZg{Yl;ZN*63Q5-2!fYK24#qZ>+(Pi5=~pmk!2%B>qwMe8w{xg#&=tm(B;^c0e!k+OF$DU50ooBqhUvv4zf`&nu zp?&d=&W&Q)4-tdW0dGfG#@vrRV48l>39%fX;kK=>h|lV_XK1ODSz1i4Rg zj+8~90x6xCCk&n3kgeS>&TLI=)RI2yymR7EVd&+IYJE-wxIDQ>A)>0ivwiXMfAp+) zX|LnuuxG`OxZaQCPZkGp%a}9;ZOQ`V2CZw4HNwA_O1h+rS_^5Os_3@&2PY;eg*ur| ziI;z^!sSBTD<92us8ZRKQ)@=hsU&`f)>Q2{869~c13NnnUE#)_-~i*ftT5|uZO1)F z6!8j`#Yu-B$GA;6e`;a$eg$m@f0bBS(3=`d96`kC3^*ZyJyM!vt(R|yWqab_@AavM~BO+pO|z5_e&XNjvLbJZbgm zM2UW7I4zkhM^!K8aUI&B?v@qcTQ=2oL)x}~hIEn$2gqC#XNL@itfO(jf2^?U_rS3i z+*QIb%PF12dy=<(XB)uM*uLqp>S*9ehuQRXq02jUsST0-&`t= zwqFK$IHU5J&KI&i2II~jEssTul|9d`oPoff`t7x1ggnS;Yh&t;r@ZBj2Tt3Aw12@) z4t_ZAINtVKMdI&1p4g{{f7&fybC56vHE+vE19;2lDgoFP92d)j+1bS02H}?}`{Txp z)_iC4>@_7eq}b2ypKoqM{q3Ojba^ zeW*msiZ?wL!#{WHf_QeHgn=J8z_m9g4;s{H$8L*_U}HqaqRl5rgm84C z>DpcGP~b!C@N#1vYO6t!0@@v$xnPvVB?v1uX*pG7(^M>XOEKB)hw@~4x4?K>7C(^} zs0l?h7kF$9M2yAH)0pyYo4>Ig;s-LM`(wkO$FDC}q$e`O8$8H}MndR;m!G(9gg z(gSi0Rd}(WqG)t_YTyF*8(!8mtE> z2TJ;0K$c)hjB}XZj*8ovg9wFm1HZ6Pjb?APW$j1FQb+hz;#lu%2%BG%D#`N(tRaXp z;+Sq{_ucS2e}{d%&slr8V%x)@RqYqt{Su;}#-*O7Yj$lrO6jBC`RedSZKAGAQ9%B2 zlKogq`IBB7?ZJs)m#fDhWyYfnTg72-6bzBIDxvm z-CIzVST*{jHENUq60X#Tzjkb~ z=0oaI-AhX|a+LYF%Aj+R+Iqg@1*DY06DvgqI}hM50tLWfX*OYys*pr0(d&e(3~`W%z{A~3diU7F*S>EY?6Xi?>J z+7^+#f`32AdC@1?vuBi954RPKif>N~iu3qK&w9x7d01aI>)Cx~G@6_IN0m=Bp1n%6 z^+7Rq2epM9;Rd5o+!Dx@6loSM2S6FOe++8B9>y#x#Kqz@+tACgsZVZoX&8vT=6`uSFmbPT3UO#7lxnA)i`c(c^SEIjX1wvf246< zg(~K5GU4Hq6k`|Xzo|#1hO;|gQsC1?7F&&Kwh?Hd+K@ViBO$>mJBMpycnXM9_1l}0 zXliYe`{@D(Q7nXMUE=dMV!rbW|57XP##Q%YqT2R`*u1^}G@8BIOExHEyRE~K!QhJt z+b!kiajJP=oa{ml$4ZSP6+>0Be-G5t(!IjjRZx{%NL@CaezN~r_S_q8XV$2B83K)| zj-I>z)t*2a#kA*12mQG7$A;In>}>wEh4{$tHR2svwy$l}bIq-?ASgohpvn0DF`}dN zu}uCl`58gcigM&b_ohwdfS>F_YYQX387L~``iG{(4#}66p@lQp9k%{1e`Pj)kP({` z@B*1(`=1yBh?fGc4g)m+Kl9?7<4H+_3&)iuNP(1amf)*1soYciDWk04s3<&_>(DlY zK0WkTQO=C7*^Yo-i@sY)dZd)6^3l`bC;$=O zezXLTNkB{sO@cJ0#+7!IUNwHRL^IHhqUgStLLOpj^}HKTRnvb~Xqiya!5yiL2c^sf zFRaCz@X``k89b#2Eu`HWzFfH&J=@q}Jro$7gW5nB{h}_}e_vU$nLx^EwmZhmVrQ1y zJ;=_CFacxvs-ha&*X8D^T$|J@Wz1e^HhQ3OWPyt(tdumhcTO*JuwD3~&Y3T093w1Y6GqKw2a9D+^hDw$+nX zSq;u+u>B=ke-=J{|LDi)00e46k?_nm^@Q2Q5;RJ~xHT?~h#b*WM3A!8SS?s`Pr7+! zsukt&P7|kRYNiC+S2ytBymsQR)$79ZCRD|={t|wV+!tB5nE=J8*G+Vou0($0kVz)@ zOZ6`>SLNZpa9|gc9gcoqglA149f!w2Nlc!p(BBA!fBR=X&seXJPL$4aRNGQn8%z2M za9m__hpbtKG}d5@@GDV8&VBU6sA`2BarR zKI}XIBOmWMiC_p5z|JLO>NCtv3k^|SNq!8kOf|5dA&0i5>k;OJdW)050}u+^C(7d_=C@5y@wzGM04 zW1nJL@KK8kp&K`t*{w(Gdl0>z6_w=Obl^l&e?>9>tueF-h9LNwP@yczsz=14DRYh# zpDp{CH`Ny&i{O&wDM?`?OYmwg!bYiTeN;Y$UU;rJhU%k??Q1DvvER3{*!YfN&8bnY zVT)D#dM)jqTkKz=C7UBEc!U|LZt)WA~(fMZ+;#toThYe|4N^a6sbGp;;Le3TBPNwgUC{Rc3*j?UX_ffEK=z+%o5wEgI<)Dq@yXxghvgxQe+?3aRX2 zUmBV}tP$ox|6VFi_f^s6_|@nvQ;n~iCN=DWqQ5@E*5qzDlyibi8ChM`k$?aN17=!+ z!u5KOiE-X5pKS9)fBs2_2Gr9V=)Lp(bX{519h+XWg9b9HWWee|G&3_fVmsSo9;$0< zL*0$R(*VAhZSvSL@^eid&Z|^XI$8;ZLGVlgwakao$R*MFY}3`WqE>lF6_&xn&#bqU z*Vx*|_SZ}1>0IcR#dfC8tYS|cGTomb?)I8(!^v|IM_Deze}TSA{z`?uol~;S^ZJ0hbNx>+4a|b_oCJz zc`a%$?$4aE@etp+@5S@-4$JO02QW1DL8h&uB|%!A>9uWHASB8l#^f34phnJ!K4SywBwp>D4t9rg2z zaHQo1>D%p3d_`A8Sg>>Ut2p!1R_U0s{p7}WzwLF`9vWKcYm7A<6Iz5CEajCWHwC8^ zKvkfcW{-Iy*=nNqSiV3*^Mkx|=0tVV7Y^iyb)E}Lo+)&8J-Yr2nRE3wIH>gqssN_D ztPC{~f9(y|DJfPT84a%cQE}_?x!9+R>~@53B7_oS_$Haa=o>%ECE6WF=jDZ|j2ePWA`36K| zoHEQwZF?k1iqDKkQ3r9qSIH5bEo1&Wcqw3)e`|A@`5Wqv|7EP3;FvXU@>KjFy;ar% zn$Q5!HiVggqH6}}2ut7jfb1DL6YoOT4462=ax_&|LnZM^*~Ai?AWV>SU^S+Pcc%9lonJFeYEcMPxN?(JC?`*-2jx9_cMrop#^{SRN=K(c zVq4IdAAYZ88n+k`q6 zD2va8kA(E7HyLg}qmtjVAi~<2X;i=8rcY~TM2*0RiMYrhZzTll4d>5^n(h_2e?v1p z8ES30zY#@-^0bkGW>*NS6YmuPQIWy?KLI8X+3y$?{VfHa?7Q&cVBeWA(Tr}rMe-gA z+EgyI^uON2knQudI=#TQaZYnLT)TM-+x%A%i$Pjksdhf?iVSLQwL!SF+>)GofDR)lu=)JTS1*E4d3;;WfK>J7w~8{OvQ1o~WG zDL9C2!-9RvR%t2cHhC2^e;;CKAaGDXGyXFo>s362ZQ*`n`5D^gYC|f)Qx$Kn#Rd8f zSU9cIj$)p-Bpr$gLF*jXapcm34guL|Z>>?wH=~)S;W@O^+~G<+%Ys}4ZV@v#k`WjC z;q6 z+YktF?r|JK={f2c*Q|DZ-pxgp^5iUMIaVi0%vD>@ZA$LM6T4bfM1Bi*I6)!aWkhq{z{KBQoYgB{T2!zT(+AnDf38yirIQvhL7%V44r>J{ zyw&0`3CT6lPdKG<4QpYvI(zV>s1e z=PX}-tX3h_L7)HqYuK6n3m34tL%_H8wN?^TA21PgV=;XsZobMi7#9f-_&kg_e6RY%e@CUccR66u!nU$If(IX>fKPxuGfP@X9q}B=I8)5s|t8e#w^A!CY~GLU=5tF!UhKDmvO-bXmQ0lND;9Bwi+h=PsLU{uT+Ry{_u zzCk>{M`lJG9(W|`fIuY@F$cFrQX4PwGHJvH91JoXe^DXlqkDt1ahOaAMWWQ@J=`g^ z`0+aE!J}8va+j73wZ4DDnEm|!^V}s-{fBg6j`Zss5aO4R8;M7C$2HZBBYwsC0f=v9 z29L(#UMWsubZaLX2o+`~cv^ea&j<)^0txeib1L6B<39O(rpPHd2Mclr}6NNdi<9AUP2DJ1g>U~rh?bZE5igQrV=~~+;?6!1| zk=D@NMz}9QDBNJF>!M|1Yu}_vkd(Rua4RkVUtFxp#gyI_Er&6}?cD9mk;x2md}%$@ zrtWm8!bkpi3W8czEPrq8`ss>mO|eaCnpmK%e=Jt6&&^|x7}Or6wn~tN-Vgsi*e;4? zctnN}`0(^?;X9I4W+br2Sb>{CUqT_{;Jb`LktRO4ZUIQjIyxXOC}Y(r$XzsBF4i~O zOgi~i)q2GakAG8KbwK9aA}XO#qia6DNZyWC}*cg3IJH!Xs6Akp`eF zfBg209D_7UtdNA-Mi+J~R6WE268d&@vjoSH&p;F5T{WRo@NQ`4azp-mr#h*=5PVJ| z9alOq48jsZ7W*f+@3W=3_{8S zdtt^CR#G)3$MTzAXDxl!Tdfl#iWB)4HtZVqeXsps!M!?64afZl(c(LKs>{1Be{Qs1 zU8n7Bdi+$rC!Y}ob6he&p{F6qlKX8rpys9-m=Lj)&;Fk3aR&5y7PA#nLuCo9(xdB{ z!J*gXey)a|t4vp4hWpizmPNCOz`O2dC=^W*$#{CX*9{AM=&~^K=XFv+Rl&Mo1jMkO zz=l$r@6+s`kF5&clt3on7Nu;Ze{8gK+)3YYIWu+o9-2s&m>A#cLLeEPYr2WaQ;w~t%Z#oyo+s=Y9cJSeXpH_aOuaY89e&HohXH1^*lKUGpoNbGZ1 z=2TGHC>DMqY;Jd?^HwW5ekCZrUwLq6Rx=nUbx@JQH8q&EXxVR{{73Q(f7&mgVUXz2 zR?tU)p;GO;deoR2u{{`Hmyad^szx~-SjPdSxrEPO><))ENjt&j8=T|K~ zpn#(A$)=Ma4H@%}%QZL0je#9zyM{{i3;O-z&7=aved#xC zE)p+?jLUd9iQY6`Yi4dJ_6-C>)lh*{GUGRXVTPe=^=(mGWg%D z%8tpPU#q*U=B{#mV$A0>Y{!P1C2loZdG6EFAlECX@LeTlVXu0(e>g#8z+ZhZUR4sm z7t&0B{o{oRU_~lM?Ld2h_0e$;hWtlg**8(7NA>7BmBMJL+XwQYKIaF(U1AH4_*EuB z#7#~a39B~?ap=wGP*wYUtv2+C{V_Z>=PYCSO`axGYb()I^rO&#-jCl21ubiI(28&e z=D~;C>9(k!O!7lBf7`RU^ZwGTqO-yjJpR`W8twJ}KI@MK}#j2bHw9 zbkbd-$JSiAuf+{-|8UN`x+zQOyQ6yI_9Cw44f61D6otI>C`gp-V-qw=Shpt>l6mh! zb_}=O{S_(puD5I}Op%M{*JLgj5kPF@Zsy-axg?SG zYmBF|@14k4jKRf4TKUKrD}QIlD6s-FpdZ)1Z!mj@3RP^2xz zwQ-^Lvr~MgN-0_(71J_siE7fS3=x#wrDM4O7ugx`8mb(D=W$d19UafQFX~!y*5sUb zu_F)V&=SdPuhmd1yjOq*kGZ5wm_S@2ymrVI2)Wv1CO1#PNX^aup=AbGkeQkaCRrcq1+0qe zeTLigybfHHY{Jj?w|9t0-$dn^iqo}Qt`z(XpU9ryTcz7fvRfU9+1|hj7 zimngq2&fM}bR4_i9n)q)wWzwquLyQoCGC$of4pV+jVx1P!KL>*|H*X@NQ`@(TdJ@J z6%Z!8V1N&@*s=p{V$SiQ<1^yL^}J$zM+>w8PQKRf2%NU^jDl)mU>=3^W=2-#a7Mf> zJJsgb8A(T7_JOPZ1VD>x5T@~}bU@lcfTOC^g!o!Q;t#H<0?g^_q}TdqeMw5pG}En^ zf5Tq!=<3iPlzs)Wp%meWmKC+-MVs*9AB6CGEKtGj5OJ|**g+pCHXRz>%Kkaz9G}_U zlSGVVIZN&nOrqy*8~mRC1Q$Ub*nnX(HbK!Xb7|dx0^jdW4wFppF{Ag(=Lqa~qrr=5 zO@IA~yiuu!PZ*|~mGdf4bkrZ|uT;p|a>*6mX}g8we@ zfrl@8C968-2~^()(EO zf%8TaY$iK|C#$T@Z3sA>F(ZM`*^gaDo2KLcqkH>)otl#B>ZP1l=wh!i78ivk6`QVg zR8|t&mEC-V`?y_y_L)0xtQCzMC3)2uBmgGe1*!&keMp=Wa^5j_>CfeVru9H!;zx#* zI;!e=&Ny(q4%o2Ziz22%Bna1|f49B(ba0b4;@l+OJ#pYiMDX=ZMa&WNR)A`GnLjNAn4Gv{VG#FcQraWKGlqDQ!f$G!@7qmn6|;R}b^ng8|pmANhVpPYy)==0Vk%?;$afka-(U(B=|<&REzqf3)2ZL1kf} z@@RhSV_4rHA`yK9{>*Mb5o=@0P=}T)SC|#%G(q{HrK*2N4Chhb{==}rl--05HVc%M z%VExYP8Ej*qJR83Xnb^wivYJnzb~GcAOU54%EBK6e|EWkzYAfOu_F$8CBHqEqN*V_`ZbSVmb@{=rv>Nick)#} zmrUdAFbBkLpV*3BSb|Tdi&UZYV7K1^!cfTxTDqmxkB^}|c8-(jEX)>tvu&r<^h`L2 zO3i;DpNzFYjP@#9XDW?&#Od(Avg2W=i&YOuh~AzLLZ)(;4;yO-i4jTyx3*?bqBnH!e_+ay;Ef~RShTt!+DWgV zvJZN>Mx4&G5M3+&-#0_z=-=k5s;eIf4)ob8hXug(5+9-t(ooO zF#Y%(`-!_0NrDeCK+O|>i7B<7!T@(k5LtV!)yEB|;*3d#$<#mQ6jtep1dn5!eDeVM zqpPi1$vIuX>hKD{OO!#N*Jfk0JHt+HCm+3#6WNR_59;e1Yi*PsCVwM$S&ap%tP4>@ z_pswGHS~k99BBQ`9otEwm-i!`YbsSn5N91W;7+U?0j^Tw+7r^$77#8Sv3uZ3mCPU{ zRG}ZbCw(s`Z}a9VQ&SLM%eZH?C#6n^q|(?-jq+eLZb&8!2wocjm*Ef-DYvJb5opS;xA)Z&{5qE>QWF%n2N4tEB$ty|6BM`oH4`ixm$MbZJ)ZD(4;C-zo=Z5G;LL>oun$O z8bf<0(r8hl%Npm22%^Q&ghY$=##Y?P2I|JUvoR7Kyj`XE715&`Zm|`OX?Bz{m2(Ys zR-tkM6<@hXlYbH_M670b6jdS(rw30>R53&+Pe>aMv<-%iDC4yVq7YKpQJQGuy(oe| z+Qb#2DpIo|4#mi$3~ie>PZdr3=S2KTekr~J{S%Qd>rXKv(YSgHYHC!VeD~le6-_ja{ntx~J6XUf_JM>JoM6@av2Jd)p zJd;nn7YGJccQiJbKyMt42;Ms$N44Z>O;7DnkvJ$45fv@*RB?|;!0jmBMNA}AG;5`j zRy+fZNS0S8p;5{6xZqgqNQxB+kZw%G{8V$iXA&M_EAKp#m=QQ!qY)&zZiiMP5oLbR zN>nq9EPsiU)(&eL7GUNN$&5A)i$|gn#_~}hsnRAm2tA#yhL005RTI-=MRn`E-udyz zo%-n8Ra@1sMxWcAdiU~T+Fnd2m7#Nauu~tjlgpdy<90%a6b&!hlkw=`<=5)Bh8n!m zRY>~x9U6X3<7hwV_RoJ}<~^FN`tirA-Xj7nzki`BAMIQvCi<>QQkbj6)Yw(&v~*QI z7G0f~qq;iFdsk=i=$2t&>gvq?uFg!%b;a!I+F48FItxg*u3}c9PDItOt}l-d+iCS1 z0rqIGs*l>Q)9Uw*-la%tcNGUH2$1DC<#NAVFte`z2hNvyBdt4)?*q zG=B>?#I51bqkV|;C5?qV7BI|-?7^@c!SBT(-p0ZBt>IA8H3UOJObJO(=$DGgcM@#X z0>Nn$g6k*Omp4~z?q}pzj5p zXa%R&&>Dm1X$B?(_5S6@|7wqAwf%E)5r4A6+CL|^!E|*)E<{%+2gt3)nK}`)yLaI2 z7Vx&|ZxOIUc-9iOfrGYO@V-;noV`uF(`ym$+>o$sOKeKGX0R-Z3VDgX6A1!4bairU z<2J;@FNlXrn;^8dJ^KFhGb|saLF(ZDPD$|#cG;W1Nm4cykL4D)XX6GfQeT)Tet**2 z5Sp-HynXyvf;C{n2JH6$h^v50l@D71Zb8a|`P)xhPg0huogOAbPT{>>zOdlx1phBo z#sf&K=lI;R=S>y1aRp-F@UHrUg*KCZKFt zZidjh`vlFATOvXf<~G|9p|l`E>3?4*LU-$u0nz$SQAvJ*c>BLg{E!X5`z(>)mBJF- zXzmp61Bz-Ee7uylhf0Y=iO?E>R_5Yw!<>X@HmS|YcPByb%iXLXp za-fI%36D~X@U163O6l$6x2g3Rf}@`{ED-!|oEBU=rOftl8m6Pi{dM5nP=D-t=+BV- zZkXaCO#bf?r=bjJ&pGKKSz_hNmDEE@5BT=VQQc5I@=eoSTPbu@1rL1MCZgMFtAvCm~pabuR_CW3A zGkU!9^p0G}29%&5U(q-nAAcx}=Bqm%k*x0Kk#RD!l!8f6-R#m2CFxZEK=+zFCNE)F ztoJ~oi7m|%b1l$(hOg#kZ!^5OuG2HP<7`{=p7P%EonPaqmRU7>BLql2_m!0~1DUq) zAd(c6c$a+63t2NGHiW>XF%S4$1Rg~bn#u!~*jPs2H3W#YiI?{LHh{Yo*4`ej+Rm?r4ZKrvf6@tOCzl1omi^# zB`==@8_*|3lnvI>JgZYQlhtT3j!HvP6{^%QR$e!RTPUSwjk3S5;Wy>E=)dU=?YD^> zO1WZ?4$PNs3^88kGJh#%s+6oDAw~2fZ?jm)fsnG;zO2ejrT&3ua8M2*874<$(Lhj$ z&3w;Ib9>FFhZre>K&PtVBdxS%u13qU5fu*#iiI|s1X<#Zcny*EW_F^z(I8wwC=I`+ zo%3FMR4yqC+~jmDmL)?=xBJvK*uTx%y$hj zS~ddhi)G1DH{A|Uh9)w4&I9cRH29@dWl9Xo1WH2K)6|}RJ2J2T{#pCy--!L23;z$% zWH%vpzsaP*ynmr|O|wv2r&JAfcll@iVQWl^VtH$~-n^ygJb(5Ib`|B)t~$8f)3aum zGDg<7Qo^2#Zbd0QK&po2m9p5RtQN>Ea&XWHPc2ThV#6yAg^D~&VrMGCy%HzO%RHVf zEZi~O!077+UM37c;%#Kp1V7R@*d9&5{-47Z*zTk#OMkIx^**vUK>l3lk-DTTAY*UO zE-5?o4Iq+I&qT+~fTtRpc+OTPl41v_;-F?bDXHoJ>&H!wb{2Z-; z6BdD^m|6B!gGXFs0_-v3I`p)P-7Oald?<3q8b5a-r3+6h!?A#dap#Xz$@J0(rBbe$ z4@2pbo`3DVq+^jLY2k?-9KMBJRZyI5lMREr46cK_JHcIolMg0ng1ZJtkQa9wY#_Kh z!QCMcf+e_1aJS%+<=fqVZ};w;K3)A>byrt)J>8$iL`Il^Ysq-o3TCp&R>t)CF`h&A zQ+_z*>l~dDuS$Q3O!V(MF-JQCNF`X3o%s54EfQLa1*8gYcA0?>g$5=?qZ0Yw*@s0e zw4&95i71VFO1I1yyqk1}?)S_$AS$f#799r<-$=kuS)jMa>6 zjOvqp;)rWjnq;R?L(wq9Q1`w(4pC&TG|dXKp}Ie5P7OCdd9(5BdkVH#vqa8qg3Z;- zlQ+E705T+T9We&!6TmdpT`}bMq{*x(NXzAB zrl=6s(PGOg%s>=BOv#+HEXe$mU=#(-Q~vs1&>S&;GHfXp&__!lx}b>-canvm8Ey!G zjQh!utwpRF!|KT;UDyU|^R}=kjutBC!rY@a5@_sj+O zGhDLNkZBRLRuxMGldEYn=|m&U;sj{8s^u@if}f^N-@Z2RM8U$)z7ji@ebu#6VVfAg z51#uX_Ltlr(5>#&li{Ekc;7U<9VLUJ+Dsuw9Jyla>|)k2FEIYc5{P6-#YuTDHAZ)7 z5Hy)mX&#)3(x9!m1W^ak#EVNLT9(R=@1KoIGHZV~p=0ge zjI~zV+(2J;3)J4D!*dC>?i`QrqK{YyYmmC8_Sdcf_{j>g3XdEt5UM1*2SLX*QQ4nxG^cp zEcmct>VBQ!ov$GGUeWtEv2PR1%Wk0`i6%DFSj=j2;?lIH2Q@Y;o+wYA0&(r#Bj>kc zt%6DcK-3k@B%gWd&wwQ99!r0M4jAoOF+YIO=)>c#zYkf>nY*2UEYq+KF;-S|2nYYy zlup%KBm93hjB7hji7IqjA8qGMVn-aV`9+Wc-A5*AHX*__X_Ft7Z~mvAoeQsr z4qb$1{_6}V?gC!8qY#`Cy^hZwqOtpX`SUC}{&U48_ARby_FoQ6u7so|2x+qcP#9*-ZxMO(_Zw0ybUR*}}Fg8#xau@u*=#MFg58-5ep~cG%mkC>0syk5gba z)(7i(avakQmfrQt@%b?sX_j$j1sX~$Z&H8UaJrZ6j0}!gG5l-cE*KouECmp*8@pcm z(SKT#sl}ZWqwOSj$)TJh8(74yK;gc5oT#tLzY7mIURoZg+cU5FlhV{149P4F_ z0xSE~cLlY839`)4uTd3)Oxx@nvrG5flSQ zDc_))tgINJUpT&q>+MkfBuGqz*y1}`W)pFeo#l5@vLE+}y-#we31Ob#0QR}2R=$2x z4(q_AYaH$~D<=!K6sNifun56di{)AC-EMhlrIg9OIdiH;X1J?)TD+<;vI@F2bN$mh z60s-!`Q14qLu%vE+kW9x5q-&TL7yyrP0Uk=$JmvnT8;H%mto@>9XZZj4Aw9K6?quS z58+f3Nt*!qEIEw>_~PI8|RqJDocKc zThl}G_UdP=(m>P@op&L(>mK9zOPTTb{lAljMG4?O zjjBubdVRn?>7({!pk616tDhdCKf7 z-zHdp(Ju%kiQy?zhX>k>`7d~eoAf&@`8CqTLdOg(oHKM z_cM9G5?p@Bd=Nq-GID=zLSjFsRAlm2qoxH%<1C+{s4Pv}zMd|Sr%!zKn;MP9@_muK z-w!UWFstfAU+r#nBEUNM4O_?XM=F=jqVe~?iC-bXU8@K)$&8iMWMh}0 z{!L#bC1U!ND=Pa>c9u2<`(X~#&||L-M!x64%CDIz&&NBDAEvx@x|e*9C#c`JZ%PX4 z&(AeUawZm|ilu$Tidtam`?`WohW zv`u5U7w_x33NOkBX@qkcbBcA^2RZbQuWm02pEq~h7FB_fj}m3f$2kHM7LSeDvr|)t zO;sg;@vQJw&Xws^^L_Wy;mBXYwCh3n%tR@+V<5zf^g7%b7dHpv$o17#vi97dBkIR0 zRBhA{5aAQr_M2l+O7%j>59@C6=evEd)~5z329wW;Jvu2Wj(w1_f_wVN zpM0Ww;Br8i_Rsd=(+X}kUS4~6JE8|$#;}9z-sM!8p~V-`^s!g`a>Hr`PB{=ssRs|M zIKEcj50Wb%wXCe=;}FMtg8l%<1s1|G`+LWiUZ~D!MMJ@Diu|g#e5B7hnRtIFnU<1S z1VdT0D5YK{VF&a0bx>0^AM4+ZC7!uF-d#TKZ+ZYGQZzZEG{yQ?`!@G;w;|)hV|RBp zVqF~~WSZ6EifcRAQ`d)_t``)MQzwU=D?_jBq+jp#h@8)zXjzQq$g#S(Wo#0Lx&9cq zE?ZEZlkj`qSSj$!xB9zhv**G>H{_DYaUO1lNtCO1>TtFhLp?_BD2;q8pbVpoOpWVl zc?JQ)rz4LGHg2jqnsqN1H(|%ZI{sg?C02Z{Gr#-umfpvlcm&0I?RnQ19~hRAQd`ZO zg~S}Xr_Ib=E!`VGbvn-Z4=hw1$%us%Yd1 zb@6x<9PWF2c=A2}DMLIz@Tjyq_yP<0cC-n!z?@cqyNlt~*Xw)Xp{OV!-Fgn}EQ-RF z!d5*ok&jXjA&!MOxKc-5pYPbwFh{lv=wrHZ?bSlcWcmy^{FyS&n;S86M84p=F_q&)1&zLc-MSUv6z&ruVItU6EulvzTezPUBKdb4lmB z(T#YfS<~;3yy(GaN9ReM!EylT=B&S59#_`qx%~=nnbM^1{$ZJN934yH)7%^!__$N& zgC~B*FcZ&k_kmn0u6kFdYuXJ?@g;cPeKxyZ+iBu!@fy?e+0fYS#4o6i>+)>Q*Cl+Y z**WGQ;j^jcqPYgrwDqwC-PrCXX5wx1H9sFxU8zgheqrxG-t`pp;UnO73ES;%&2{pN zbFdiBmXPwj+~F1BGyCzqRU@@q*MMHC3)#PAWAF0dv+t_#s4KnN_0D$q5bA{VxK_hf z1ogA$hvQpMU1zzje=P8sj@;C{GUJO&_&4yVxoJPr*IzuJJ^d=6PY|=vCud6eTb=y3 zhpx~uLCgVqYvVyUzSRmSnJy~hcl+Ob@G@m^SCCIO+R6a=x;az)Nl*EM{j(8De7mvw zi+%hSi@7~Eqt(z;EiXIX{9FLRP_9Le%@VW0h;Wp^fpEc%O=mGT~vSwJh@8jd$ zuR}y0uGMeN4UO^xHPW8q=5d`Ylv|0W>(h6cqKK?dCU)+N#->+5?L~%V)vDA(WM^rw z1=kXh#*P^HBx%%``2dhzr{p@ffs54E^e$A~i>sMcb2qGf{Qg6_E&fnZ^>0bD(pTzE zgla_9U)Bb9YLq%1!jjq$G`We|Cy?65_*A z;?C~!ySk>~#sNM%@Ip*$?|Ux*G&8Jc(0sDBHe6X`ZrLxXsV_7$VbrME?;Q#jXw37{ zHA=~;(3U!miL=Yrb|b1&N$lAg**9`(_4YI0_P61{g))G8jM}EoYcpwoKjbffvhU+@ zw-Y4r8~xO#c>fu7J;4hO4}2L6zy-X(V7RyrxS^TpAFwkBUh4w}HTu2J8@y4|utjY32ilWvj7!WVwKW>52s}Q6 zuL{QiPFJ?n&E?6~z+?E-3h8N1Cz!mO$hN#~G3&v2JIwfDBS`N@qwu@{`Q><~)V2aKp z&?+5Y(O)B6?G;G`wwvm}tf@u0RtW}ewRA~0L~oVW?=nw(N;oU-2=_!nG77m+OHyu_<~{!w;lQr|6{(X7qAdJB_UctX5ST*% zeQKpSVyl2ME2PZQ+Ed9E{c9XVG9Gq&sZx&=kC|Rtn;|V7E%Vo{xwlgW`YmBVMnO#W>WJJ zPiE%V!Rqt4o-Ydfb+F(Os{I14khzl7eCCrG=5;XV0&cp6ltt82g6*|jQ_B_dUyVnK z_eMQt?PGZdd|3YS8-My25OqszR~)6Ujd7v3>lRsIBEFr;y?~1<4EQ(O!0@kmFS$Vl z149tuAw@4xI~h!i2#1!vB;t#;zF9O4>@hm z`{jet5aGN?=-~h1I>rBTx3-s8Ui8*xrgAVkBHX<5Km4KUg(HYGBiDi@5fMb;W^Z4D z8Z>}e5JCJraQ8OwK(k`YzX?7x2*z&qZv$_EK>U2o7M)-XBm_ZteJ@x8S&)~9j~|ZG z2d4gC$l3>vM-YOy_JJwM_%XN@ZQa~GAbf%%|GAF`;pO2K`FFm^0%WBb#xIKFg`Hlq z?{tye`X-dCsu8EkK_Tcv=HkLf5C2fA)xm@q$`@ zVz`8`51uiuzq9R8bFz0q55mJy-1s^}rhp^Esklvvq}xJCa;xu_-szXoSpL`FA#Y{{ zkg}}0*e%g@H^iN+oLQx8z5?4c?piJwb_^>W7Y%<|h+o>=1^Q2hY=NFftv42do9+GQ z$-oMw^m^q@#vDai{p^PuxBJfnnRvpDixXX^lBcFkX%q`sojzWu6YH&)T{qKbdVb3x zc#){e19Ekc{MW&+1i?l zZ1VXx^y(;`CuR}K1*O$*bM00A=nl{`lp^MzfoHB)e17y9E@J*KuE;T{#pKng#PyoE$a)D z$WV zPjpw7AV5^tvzYp1M&Blqqqp$k>8fpSRvdQ07x<;MqtJ?YSTjfgS4?vyUq0K7sDc~3 zmu^(?ByWlE!#5ijDfiK#2ZKTIW! z!GU95`|XFE7LnNj3-|foL=Q7oI9}XJw?8}3#=rF_pv=t#*eCpQJ;;e??OpNWW+72- zRWL%uSX^oKq+@M!Jt~G_8hGv6;Ts2ZJYN`|-xb{^cMZB2d#|W1N4*7tI(KF^T27Dd z*J!vv(emGgOU9a?;G?1U>VfXhsGeVOeE+-tf%t{s!-HTtK-d_ATi5opC4`S(7=v3M zV#o{Ohw#1_b)21F3JAXdga@L7!L8zC<@~|~|Ch-_48{3{`2^(^6%<5dW##2%P&MFnLQKjsc@Q=epoea z^lns#VrfjZ{+p0vZG&IE&8Ih?Sr76^ayas(v5L_8zN1A!qA?aDWNm8b*f3ZVc~r0$ zSy&#P*E$|=*G_$Rm-(&71qajekj#zn5X~L>8`L5e7y@G;{sgqtiSjziZ0H2suHSin z)AvUL$h$rK)s!Ra7nC2tW;)MyoNp$fY7EqAF&YbM-!NCAX+$3SAsZSgy*1C8?>0w_ zx!?3+`(feHyxD(^nAycWMio1`oME3J@?N_1)^feGc?`0DMVJM96Qmq7NK&JWK`?^5 zAEwyrV-FLMGIdx#bpDl!SG(~rYqqXQHBGJw^kes*rgJo^LHnu{sn%gFIFI@V*q~Ex zGNhzUesA*XXlc_<$v6gjyjx-IciBgTUE-4n60rhE?Og|9^CW8Y>6D}je0Yy7Lp?ui zC&{1;;D7v^C3g}W3@ksky}}hLmimlEhHbB2e;rG2{{EP2T5>fwP0hQQ_vzQB3Rh(? zfV`N`{YCo1Ob~0I?aqR(vN(D%zY(OP%mia$rArznXBJJ^aq>9Vz&7z zUBRjVzpJL=lp53#fhyVWQKmUFXer);z+3tTUVr3Sh=)yHaU)vieQp^_o-?Mv44uQo zWCPAd`3Lnwe5YBUcO}3@Ke0F#?XP&gEtqbj?5Dpa^5xn z=ksJk4Y=({`~kw8{|tj|5)$wwRSZ)lDDH2h&|1o8)huzH**RcX0D_0TC^;mW*yn-j z1>Jk1|2F_5g1njvgmfXcz`5ovS_mg1z&k7c795qZ7?wDr%;VHrk#v@Vi3cPP{MMwRX7s|Qn4z0iaRxZr3*Ms+Up6W0e<1lHsFCl|*fMu9r z6pVaimx}IA_A(nQDid{7NIt5wmo%0FmgjAo^KVtTr_2euLCi>k^lu1L&I+vzv0diG zAw-wl+<5A@cq3JMpBefL_r#(G<(4&gps50uii+ys@c`gGyEEu%W6agCKm$MLM$MGi zwUo52!<7~oFlDAy=-Nd4dNQZRgQc_YyLzL;#IO8Pj>i>Vj`tQ+@4)0Jz!@;v-R0ml zIIuPZ52jTw>54USyS=KfyH(%q6B4RPv87)nWjvGNf-aBN%)gfy2BDlX$s~wiT2JD& zIG_!p90M??j9uf(72aJ_%no~kp(6Ft9$T4|g78FqnHh5mym3rgs+K?NE#Wekb;DO%_8*D+=%h>p?!i z#C0$Ur_4e0;yPGC0;(Y48FrzG;7@%|?Ky+D5CEWnRIJaBa02y2g?om5XXAt30yV~e z1qp?+Ydy&5wKeh(7r->2P6%$ko0Ga=&!XaS;2{_Kk%q^lD4P6ixJRG6i^O`kfP>kc zBn6?dS=G}D9>(7GfD-OlDWh53L--C~ z-T_YS|J_OkMERjYEXRC*P3k{lCxC-9psSdQ#%*tis z?>3c2J1ky1d0=I)>)1?SwzMCi2im1a#Lcr{DBh;{5LG=y1d15r=t>|2z5x-PU%|fHAW-b#ZkzGqQs*3-7;%{SRDw z|22HO5-1xd^Z$k;;6zWyg|U$9@Ko3V`M6wAZVcS_C1;$|d!r4H4H6VaVO;`k3< zI1Wos&XLLqVgC-$X^;`3lv0YX^{aRmEJV6Q@#42z@%t*GgTQCl87IYbtt+SC_MW2= zi^*uLlh>)UCtLr!)6ncq%30J&a{cee%|D0orHe@ogI#F>!27@dPG;8uKd)Q;zjuWB zexw_6c_$KBH4!_qp)<||)>M~Xbfi9JTrEc2XwPPSG2~+Pyc{YEnbh;Db)uCtDbhUj zEaQ4Av;VkOQKnm1IeWePqDx(uvfMaXSozY7Mmhrcba!NZO8t$qZZOD`#N}`8%ZKFD zKfU#B1wteNCtrj8s>xM-q3PXfo&^0$$=}}a2Afiy(655bbMKkn0%(bnz&*e8ROe~$i!IA2&~CfJbPvYiuX z@iInkh%O^=^1B%2@fT99NDOTh`d%4_I#0k?tIm5JFIEj zR^1!UgDw!~k@11r@EDUo@_=6xx!0A6=IvI{d}L8&?3O&ZoWxbC0(^!UP zn#u$KD!*XGT_6#vdmiF>i(aeB?t)D-b-U4Q-KCeBV8|JOhH%~gU2-hLFGDz=QijOt z3q>59Jv2=C?63Q;m}B%K_=iaksYNFB7NLn7p_djYDK#0&yfgl~b*X;j+6lMfoj=mTMjX97#| z_2`Ib{tb6aiCKU6uZUB@L=E084e0x#5-dj8#HML4o%zJq$lZf%W$|<2$|VJXSS;nH zz0$R#)=7tZ+6m>>9aq$e-n&f4URpQZO67xp?zXvh`|Qt1Moj4kSYYcwQ;t?aZ7?THW+s#S)>r-EG zP3M#l7&}stN&%zu8VB@4M_EYvgy%Rw>ldQChgc0$6H6irc}E;#hur=Hz0$J-4(s~( zZ}1HmI^yPCES6GBi}mEUAXsJrv(d-4WG&A^*=lB!YP0r;EU-Om!d3TQBFm-b2*FoRjeQ2*`C%iKPsRTR7$@;6tuXEeJS`}9cxL25d zX4uwnd#iwIFKFJ^`C_dem{M$h^967|6JiuBf3O$StRE&V9?X38-D%ew|J))}hHED& zTjAe@e4?nKzleSn;cGocDC`0lg*MlWQTm~9Fwpe8lR_@j4)n-YaiTF1N9W?P4bXl@ zhkqJtJPxit6`vA~Ne5X?Gh8jC)7Y~lD2&L2Wh-WLko_b;s^c`*7qls_=WSw*B{gMW zX7K2+*u)K-m*-9eU)4H+tJ#+e-kLUQ{MDz8Hvg*e zSCL@}S^dgL@~8HJwXkH|#rtbXv8%X7SKIndWMu_5Lm77WiiqyJAZrq|rg0wcK5j)d zH$a{cxf?*gno!k0%qRg}X5sOtqjdwc2gG>4=ik=-IpG#ykYhuI=flo!>#GzHHt6|J zXR81d-sP3vozQVA0@3%4bx6TE<6a(#b*-54 zqyG9v&jmy^x74}orfV%%gK=~jX+C=>Y604I+E&Rj7}~g-M?wG&sb%SC!I9@z1d0W) ztMvq&lm$bXj@=(ADWv2|cd~A|R{f$1A(89#LWSBdX|k}VY~8P0i>i4hAs@BT6U36| zgAzVGqowtdr2IrFyege276GIjt1~&KAbn4AULQ)d3DoXYH`v}UGd+8nA zPJ`dO(|m^pYP9_NAf41m*jK$wD>H6}Y z(Ny<`oXF59aIPqcgbP2&BUG5l;`eoM8scx9@t22qiGw(t8IZn%l&|6&rb0hB#FTsW zLr3@+_dEca?Kk^E^mulBs+zl+sDFlglwj=Y$Zg@>-|nv%;QR>w@5G5u)W02*?(LiN z?w@ki{MNjxEsdH)xsMSR_#ZD&V0)=rI^E!pwN98%v;}Y=ldOX(@CN6g03d-Xe$6|9 z?Vjp3f^hV|M?Y1ANMGGhKB~=4%rp=Ug>yW#C-{Iu+X^`P%{*r=s1Q83NAZddVRzzS^nf-Cq&;nK7LaJN<)N?7+L*<+S?z)Mj5kTxjR-h~s#?aht z39XUxUY;tSGE9N_w=*Mkuo->OJj5`BfNmZgp7*5(TEQ6zA=jDX{xkW3bDU?(Cq6(L5-XS%e><$1ecI zAk;s5qdE%g36HAqOKpJJAA^fx4s@JntZbh-o!i4%@#7<6&q-AlQH>pp;95wfTQp2q zO-veW&T05{3Ub>T>xFX5QO~xgaJ>!&d=2o|TMN7`c%9c-#-*V&bI(4Oiv6AA#a%@J zLk%DDC=uu_ULZb6gec@SM9|6(&yDiJ$(G>WNfU*p)fJSjT$PCtHb+F-O0mFnDs3P? zVMx`*2jWPtZ5F;NaT}@b3ihQmc$T{$24-XvGer^jNHR0<(?O9KN0uIpuT{C=tp;Fa zK$86Ne!C^#F(RVxhQZy1Lf?flyyLHXWtqxL8oQ+?_0MB#JNskeQpqMkbO_5*L*J~fOO8cqw+89esMHC6 z8P%0E!X_F?oy*0*tj1a2GI5Nbw=jYPF#`76E~FOK5oo*s+Ug$dENY}gMFQCRuF_v! zCejw2?W-jUbwL1I+6{(%XcM3MlQ@#%i|h-;0dqT>dIA|0XDCeb3X(NpK$V&}%(2eE z=Bl6O`jm28aIomDZS4gYGdb2w>z6^5k#GVb+fubLT3($6hqs@}{4rw*c~Oi%-Rc&tU&vGT?#iL)HODbM1{6w*6kg0 ztYar+T1-wogJpR;Os**~(62B0b3r>P_>IyNvF0H_?d$q!+lq*XHMD>5{%wtV*r4u) zo!3HRG86{qzAz`{!;Jgjvaz77>#3`L>0(+cprTIFVrdH6e+EF-fg=Nzz6lCD@UZ?R zs?&dfN-)K49;btZMQJ~2-bYA#w_JdhDB3Eob;FSxxI5P`Tn&SRQ7bso$`eVS=P`1$ zv^dP-An`^QBHXP@UuDpRaI3gJzZq_oI$8*PL%OUIx@gYHyx^*@S@1ku07Alwu8Bqm zi1S3aoZlIUsR1zPBEGO)u~@H5fCE>hcc*pSv5%yXSiFMZ5ck~nN6_gZ>!l1w){Fkm z43o?MwMN9SkPPXnA;5@5u>jM|G(HE1NrcB8(agy7#dH;PC0{!jLCyDMN0g;fo}Kn8 zW7NZ~Jf3vn&yafA&A)Il+;XCo7C94kE@95M2F1{(<+Nr5 zL#Qo#!yNI4C;Vn)#3YaS-bDiAk$OQy+aASXLZIIVsDb{D>9G@Xn~d`C9@0o}Jr^m} zb>tmIvR;i*q}zC${``npqW6{p=xmmVt7Iwo*0W=#zn(b|{pKh>ShVj8i!$C=!6u|? ztyF<1Cjoi*Ui0(Nz2)pHiy5Qym7)wChbc zvFiD@B+{Ty(6M7jB%as^Ni>l!Rzk~uRFI`+nSk<7&T;QlCcC3j$?Wj=w`Vp22Iltx z-A##`O8(4HL|mb9$G`uQqGhu&gVI|kB<1~$*;@K+N#LOu@ZF$!vkge)rTbS{UQyAD z;*GMhSY_^P$>fJ0WG&y7qk6dy+^)f?mp6pxAUA|{NG+dDONm-!f4*#i?-R1+5j)?} z0|144b0fA8!>2~1OzB2-7iG!OrsH^c4+L9~`8 zj&{%Wb41V{$N%d;q*>nCu5Ua3Zh~KE%~I^G6+)Vw_-#AdQ8XjD5W6*#pWDkYJ*Bas zC%yAYM%wo2GP({BR_*N|V-pqpDZk^FK?KN6qM8N>5QC=h5`(Iucm-q!&h*wJU&S>c z#51Nhvz!VJ>bR2GM}^BZ>L=)n?Q7B+j1o21+rpKo#aaRijy>wU11so?Yk^lWhZwEk z@#OqW%>MYHT6{HVKNY=Itb@()!yk_WE5Qx0U&k^UCPkkaR;5Ga=W!K#E?F_%Py*1D z`5a2I$BPZJ6Pp*#HITRUM2p$2Ne$J-gkLke`bZR;LuvC`Q%Bb7l# z(yXqhkf%#~{0V;j*^FFY!wr>c#evjn8M4nEG6prMBHElGYOx?1oM|{?h6Uh|Q~5>? zT{Jiuz`J_Lio?se@^vFDzQ|RYJmt!3X9*^MHv7Xzf=&Pt4>=e9K=4+|TOAcc;f(oh zPBQ=L&+2>7%s86PFxj($M&M%Yk~zFaV(o(_(amjk#`=w2z0k)b(BlqP}$Z0%zTJeRN}Z#GpB40mVbpw#&v zDz~zWB?G}GBPH)cXb$lcUIji_O^uHc4C}{in((=NfM*d*yF)CU(pVTSZ+@*ajrD=R zKf=rm>qhY}aDkVB-=s~Zy0N;$@6a_qmD**(Fve?r5GP)s*VxIrWdgLf`fjioB%RnJ z%IECdJHaiO-5v+*|JG$CVs@WKT?TV}`@*ctsPNgz3*pCU>A`U70(WY%9T+zoj7e61Gw83#6{^MVPKAF{n43O1 zAae||J_2(jR+Z=N?*Q<5Oa()(b|V8FX@Cfq%0W_YAxZQX9bVoyH>Q3IlNn!@gh)rp zAHo#IL)VX3L`ZpT^D(?fBoN{W!QNssze(mb&zSt-DTk|tsh@0P45_``-Os;>2G$O&w?S-TVImzSr z_B`z4l9{;6&RgjpgJ|wgkSasKWY`b&Msek&s+>IlyxZf1qYLv2K2uJ+A?p1>cfIf7 z@r!XiY3jJjQz(LEqOuzs0wv#4Ql1x)-y<2#E=jrG4ydADSXzm!nFe9~kkLOK6%Co4 zPv_gy`zG~JgYO)%L+b%1aS_AAI_ewkcRGIHzQM!Gf;X}?ZkeKO3+o6@2w zg0VbK{##^OZ-||^;P1-H;8JdwXEf5kI6;yTNUOY`4(WLYc0nyRbO~|I;q%FFe^er? z0~6uDCD~{{kYp$y?@HZ-?0H~A!wC0%g{>$HU8fBMusB)b<4M6sO?r2otH%kg1pn!Ln`M{`(b6j1Ut21z44!u;Xhrra;wIJaF*4*YRV? z6SvTZO5Ce;p+;-mAD?A-#(;8*ync3@_%pVWXUypYRRY%iPqf=ROFbj|od>%G#$CoK zig7ps6uIvwr?`)6 z)LA_T6=U)$2O}w#*1QR#x|=ApHHXoz&*ak_0uV3yV%c1zB`>Frc=;+^IU8B!zOu@D z34Pw`OXnCqY-O?CZtp`K$cm547k#pRi=^x(CLo$V>IWi_J=FB{jaQ?(LB>{nx^zAU znsHGjoH!i;6#+u1elqHIqr?kI#T-+H2j5){vsrJoZBjD;>_E^Lc{`}EyL#4Fd*uD+ z#N)zYgB^0Q`ojpfZxfi=S5WH>8mkVh)9K(}=tc8mAuoeSYW{x{DD8W!&_jj#7Tn=- zIjFF&UvRN;q}X(3FClXyz-AIfb`(x&FnhD~2C*@h@COtV3Cj}N%WiCTVddbYjfBmb0p1^0VlbWcwcQKp0 z;oU&pzN-{N`+MIn=j+9|n(4Ss=67{-p|3Jl??xa`LHWA)KD{0;b^ow?`PYpck4|5_ z*8jeLjB*Md?p*!L&xZtXdp+JnKUN<2K7j7>|Gta^O1I8_zj*Z{CbJ#%%P8v)4Zhdo zFYcq)_fBl$MD>5)9zGu{-KXS2cz^Rbf8WnEmh!+c=)MNF%d&>~b~aUMFvPO{)_dh# z#wO2b0mhaCe&;|v9Re(Lv&;t=w;d13qrBGR-VqPU4)AGKCLNnR z|D?KxG_d))_@rCx(Uw1uPf5(bOw10e-A>|jki4DAw59rplc9hG%E|eQ&mii0Sm~8{ zs#Ku%sb@vNX;Lj%yx=W7og#yg4~I=4|Q!gSAHD0I{`91>$++Aax}0 zn0#nI7>OG6Of3f#R!%|(hw7WIykNT&;9G#8nB~JQK2DM;A&@0?D1*$9g9Lx}M^lz_ z3rt&JtRs3p3>Xny4FXnnzn|>yy`Gy7uS`18-v9w+*@17jdU_OCE!d@<$Tn!x{bhk+o zrCEgGJYW97pcSNV$}^>f$B_WmE$~tX+F*AO7n(?87eh5a?yb`;9@M5$HPAnJ8Su5H zz(L|=)HW*HL4o9j$#KxDmw;X|C{ba=`4xmGs>XcSUMAG{=tUccHlk(aVK6;v^7hq_ zt|-nzaz275vM8aVoYM3bYg`(ac&`e! zAH*%KAzMg$5(kb&4fJJ5?kf0H2uGMeXu!^neeVMOD2J)+uJ9Av!~zUtW@Db0 ztPHhMqWGG(ps2jI%Y>MGO%E$ng&up1D7EiZjk~<*El*D{(+2>d>T32LeRh0ScKa1i z6sD$Fot#86l4y6NRW%A2f42gD`xFqIJ&(HUpFp?LOyrx5;`vt{Z(f6EVfzMxeU%CP z$+IFQFed89liQO{ObvRuc9C_DhgRU{NQ_4fq`W@R0EZnr-L?>6tCgB~lmJdta{c0? zzZlpEceBKUiU)|L>-n&gz8k$VeP&Qz3z)Nkt{eD0C*Aa68%tpuYiWx>q+T1OsvEL8 zWo;ns?n@B0UGqVtQ6a;NJVuho;o)bB=&)_{Ni^NZW0v)Or?<~*d4U~))C2-ny3nbf zzPc=WEDae?@w;=O;jzkcV7dwRO`fS#$eJU1HBH?+i3BK<@&yVlzbhEQNDNF*gDL+V zq2klk_@@+H#Xf+6VhkHPiH*(N_JD1|*{Mu8$d1mXB{t~{si)Aa6u`(>b>b#FH55~) zex;K$wqwi@)D;@Cp>Q)`uQOn8v|6}*?ew-uFfh+^aMlo=AIFE9oX^5Kkuy;CCH^28@actgK{R4d#H9O?}goBt&?|?=6w%8>G-pc&76*GiG5(-P6m|m2&zAY@-;dzOGo#@es zM~}UJ^Knzuy*>E%dd=>(IVXbV&3B_j@qS?*LXjIB?BT|nM0xle;evJNJ;Psts#AqL z`3R7l(z~ifOTAdnsA(QoTis+?&KFK-!xK&@6-qFxsz{&{N;vgpF(AI4M5@u(Hz=76 z@>ncYmGSM%)vHfy9%Zw5=6pxA$ZiBHg^ECV#azVh?hj)q?avdcaz)!SeoW1gNBqj) zD8SD`DA3(gwaF0X&o$lN&~-~FEu!6~X#|vybmbp$=&V9BSA?{Vz&Bz9$Jy0lP(4C> z5EHhwPWA4!w_av)zOY_n685%Ar-8m$Zm7yqgA3>h;5A5Rb3E%pYThq?daF28CUFyH z?4Jr*OC@HK_c1oR3YX=_D948)z1xS%GUsZxv5Q*o6RbaYCq}AKlIqqvR8Ql0yaS-h zArqZ64(~yk$?rf1F;LT^Ef_M__~49}h2VIjl$$7_%06^Kl>eh}+QPTrnrzoX?ntXl4s2QtoTMaX zE2SPOa}bmSSl9FkricuT*wx$uMFH5OqSqy<>h||ByN{=xvZ}db<5F>~?V~P)ltW?6 z#wY$bp7x(a%CK?Adzf^Q*z_8+Glu5^abu^(a(<_Cn>8U=qn0*ZSkIv zU;AE`%x>ahN1M40?OphDcaQdh_slf->dY(2-A~%)O0LSVln!LF{zTI%Tme4(C90Nl z04Tat@j;6I7IKNC4qMU=E8KG(RLfLyQ#jRBnSeBsOT^6kH&-n+ZoxinhKHY@?$H=m z(t-u#LP86!C;#++wv~7?(u87$RmZ zxB>BCJq0ev3~%FqrsQ}eu74gQ4mQdvrQo;N!bu}-PXJtHRUm-B8=3paA5(Vkv zAL3MUI3SyDo%|ym{CUJe2eNwM0>`nIo=a)qabFNp~B=EYD|yb^zjH6M(EWzc`F;aBA}R z#qlW<*>_jf61m~aM^kb0aiR`x2uv2|juG*{cGb@4nsL4ZwHgo-8%*}}dpFNiAtO! z%hJSrq&E$SOy1bAsfl~3Ldh^4|1e4d#i-8^mVBQQnwdK1{-b|sE0gH8` z8C>b*6{N}mL8jPqYEKY0cRwqO*G`sqMgh7h$VX5_kXs(E_}9aOb;N0$R5@W(we1cA z7j$%U6`U~Nh5&0);&wxyQY+FuI#~0#&+{UC(@wc0s==bhn^p%2LYm-NYks*{$hZ9{ zgsGqi@rKviUc4RM#VO>IcJa`jKo6B>3#N!u~POh2Yhx zZz5d|cQ}krE=Vm>(uEh1ZrV2hb7L~8;7JM>RiyLEm(yso8W)fO+SE2NyEZ)%8KHMq zBqgif|6f-v*E*|(cR`mdpVshfAou%a+c+_MOBMlSjzdjQJ?4&t2*WNbA4FQURh(xS zC#UjZi#)oa$#Zq-Dj4-`oK)B3Qd|6vF?U1QNzcVhexf6LRGz)uUSrDxd~M3wZTCPc zF$z)7|BgO0Ft)=i=o|s7evP+n=jKYWf}joi1{icD;4-_%PSQt|IdvjLP!rD(bRT}V zFHIBjJ)5CSwQhwhAUWx6#LN+!&OSZrbCA^VsmvAAaJv->8x+_9T#%w_Z%&xmOqC z1e9BlYzRtomSaCnasB()$wBI(tA1?^{p;gu&79pGahz$_cHtz8Hx^wjZ2V^3I>2g3 z5xp8760$Gou%DTsYwz5*l2-l%Zmw5&)9W94;2(Q;05-m$)#?I=PoOKryIOD(jHu`m zK8Km~iJ({<$JAtY8qrM>=EW-^JWrQS31C>o;)Ww~)I;GGwGLPk5&u(*%iNDMc$EKn z+y#7aq-7Z!gc#BRu$Gq%iFXl#034blN|mQTZ2TmC8X^=d*KJhh%F`hhR|$br>~70< z68wP^YdH^*1$DXAs(Up~L(T58u-xa!zggx3Z1JsE@&Ge7RCUlBR4`;$^{-Gz0vyiY zMez~AW}h7hudEljQt{Z!{vCsg-#JJ&F-Db>@3r?{7E&54ni&D1XBGR5BW$3u;HA^@ zaBWfY8#z!_>PPlT=GZA0WRd!B3EoL$`R>oE+FZB2(BQX%7cUjsc&_4vL?_Bs=*OO7 zZkeXHdcnLAelpyRD~4kRYhiqw00PblKpDN^E$>(FVeLim59sWksBd^Ljs{>V@=u~y_|hZug*H|(@GF}Q4$8*Noi6+X zLk-Z~NycqY1gsl0dQ{TRr^#XM4Q!-VCHp$x9+uS2DJ4NtA~qji-)@juu#=J7?R?)~ zNSFu+8M{+QOU*HA!$F9F?g+is3rf`Q_PjmlDCujd^PJT0ZtFu^Wx72~eI&i3bg63y zq74}^idA}P_5A$w_jT%1IYenN)~8baya7Hw9SnYN1?zr4PTLLqZC2DKrD^HqN9r+@ z8mPIWt90&?$J%r!4a;rDGw+!{WYtwK$-5q06V5KskG z<=ThuHDJkwD~QfQk!sk|BnaB7yL1FOws^7T{Th4H>N+6v+IOs#_;nc*76}D@>vl)n z@z(0LL?Qb{$_6Go?7BOsc=ZI%8UR23N`j{xP}^AQ-{mz}9c;;VCmkgj9>W=XrW8&M z4ykviuC-i~rj@W4d~m5e<2KWVasD;O20(}*G?yL|-CaI0bl$pk+2pP5ZZ0124i1io zAe!w&nSW}r+9{?+7GkPD>Z$`5m8Xm~`uSJ3%siFFS6hi1;9$WZ<-IrSF93RJ(8Dij zHyDfyeb#NfBq}$N16_6QK9|<*PS7nmp@qoo-)J6@j7ns@nshtN**SmaTChTN0G<`y z<|+=a-Hhq4&ny)|nDu)-o}VCEll3F14D^p823qu)t}oV|UiZTW@2fESKQB?N;4l|{ zSY5zY(4p;?e$U~UzmJFLG=Qd%4u(Q_4TAE+Ik}FcB(`lJDJSTpFdy|x7IJJb0O-S9 z0!M+((VGIfopeHiQ``}F~{3s#J26s1PcV&KYdz{=E<&<|&oMrqVHzdoQ8HoZGE zO{#cK-LLeJ?V{%rwTe&857sRD&M=xna(H0uE0JKN)MIwIYj^Qs4`3iE2f=t-ZK=3_ z>7Tj?3rjmR3le3BA}3hyh<#YNx;%IPr`fru#Dxy0PImHUqNr)+9xr1g9J=4zUS#~& z?s%f^FK73b@uDGF#wsea;hMEXf}LSD^%a9K|2R01H&`Ndf0FN*ZudHnvw=*c#P~ z{%zd;4`KSd5HRc$Jddb{Yskh!_a+O#r?dPti3Pn1RK`P^gZxlYd0$xs_AU{Y@$Jf& zyjIRaZd8EIrnVd%uhYj*bKAbX6q@E3{WJ&U55EH4mwcG|I?NBeexSVVe(Cz=-xCRo zoD^Vi(tCGQ4|mPVLTbQaR7|f3AhgxT8vm6T0CZ?A0JJ1vH%4~%R|G0S&9-{t3 zw&Z~n0Z5EXb7zYO?*lp3&V>a_KxeUw@fykp9l0b2n^cazYqAbFW%v@r;iiiom2sLj zTYhoT94HzEcG z?wP7PWHz1t>;7UzaxHoX_A7z<_`+vkjbCqAL?ziF|(ZtWo{L3af~XwRd-(k+ZKZVJCRciTVTH@cj7t6`KO7H z2y>I+uU`xInowP#?zmK^FNmTAWL;>nfDerf8D=#j#ds*s86SO>C?c}RL=gip9-2iPbPo9*1W$^Hg*z33~eiyEWb`Y#&F=FncM zNH=6y8IC3_i3`!wUN_^+zrz;zToD7q@el|Gl@Y&~^%i0dqRlaTgWbBTHI9+Qd~!GJ zc=+4kXv3+40%1Nw_(OJvyP=g;))WwN`eLsFFaxPx5<;`HI6Xgq2x8>d79kR`0IW2! zLMb;u-SM`}XP20`#Z;-hloG@lTrj1jYns4AjpK1P>|*1|ozmtKSRxZ!_r@w79?#Z| zHtLO}VY2taGr+`wM!Spnoej!@(AXROx z56#yPny;8TG$;`(M-!DmS-Q}c!MDO;Yw^a~s|^jM@f%=dF1Yja_Z0~vz(1ak&a`W{ zZzBT-jeB}TeI}YyE)YH=+>5rSNA7n=#ahAnub+Nc2LF*&N*&4>o1BPK(=>pjt;7m%B=@GLCVlip+^8hU-e@#JE!z`0S z(7HjR;7z%^--K0R3aJ@;e8q<~Wdo{KRjWoHGpOoQzLuVlt zEQbiP#BoJSkw9 z#e5ARmdcZX4m^^F#(tsW+|| zx#4kQ71Aige1Ie|s*-J(eU^6wS-6x#bF%w)yoP0JT4Uzm9h%u%+M)KF2MekIg#@(^ zv0Dd$!iE7?iFZ#EfIk<$;57k~%eJDJv1g#IP>?mzp~PxzV}`N1Wz>;5oQ^DmOpxN9 zYoEIwepOJ(I>Z)YTy{Z8Oy|5t9PGf-&mC_GHquZc*hX?ZDR0c1bcBb3+s=rsM|(MP zcwDhNDAu~w>ZN<5Ot9K}6R2dMgVb$XeH!QGqJ^9j=@Y^euoK*i*}1>4j98e}O)_al*lekq z>=3d_7HdGXLdYz)NCXNPPh>V_NeMVU#82qbKKsjywfStBul?f5VlOiTHjzYfv#_BC z1{8TO^~wbS0R1EK@6QZBMM!Fc>_jpDkG1lJ`_z7dATR{2BkN3ZWTc`Nc2KCxG5JR` zjC&E-l?>xEstCAZKxekXUuH}qhV%q9g}XNtvO#U$%vVAs$U|u;) zblM3KZv0x~kSbQ$k!bjjM-tf)o1G)pcQ8ywVN_ja0I{#Mieu(MG0+X;YG=$!X}(2? zPf+4^7|@wG7W5If2_}S+9*(Q|?on#B9Q8AqiMThqbpMHqB zVkS-L1&i*=Ox&v1ywhUlc@fM;k~@o8@xH>{qK)FjEsO6H!COf_e;j6^)j;wYN$ExF zY-6DYAny>GgA0A?jd2J6t6Y$ZP#Xi5+cUe& zz84B$=m0VUbxzPONddK;SGT1K(PnX)sK>zZ73x8S4g*B?RZ+F6s>A&~DkrS&3y&g9A~e)D9jw%=zqRJ;?#q#K zl(sv-fV1D8wpEQuS+`QBfmeEH8QV8#Vi3fAyd)IAGJyqYDB*~#QQt|@T-rU|Ff2#- z><_ND3x_&b>~VkEBDDzr(;bAWi{pU?I4-m%yc;CU$`4COJQpwKD}O5+-v4FLh%pQ( z6HK-_-JV(1O`1nupFtHVaXx{qwOcaMCBvX!==(|Fr6vcOf2c%s_pOMJ1{LuNc~aH9+<7Vn;CV*v zVa957Pp1Kp#$s9frdYPI(wV->ZD%GosX0Y=bB*A@*B|nng?7c|4jXL?t}gMhcigwK zqmy~$@7Y4Jg>DCn_xU?>NNFp`y`D?So@stF76$)$nS0&2DiQbDh`eBWcR zA0InA`uQgZ=X@i;)m^KyjK{nHRE$u2<~v5mZR2qI&)!;3Y6MRUHf~Xd(~j=L9tY(yP?*$MBz>M)0Td&vwx3mZgE|VoFck>w(CYyX&xXLB9DanSb`~x;c<04inQB&wjuMw74Hk|^yXeT-oAv&8tB5waR^{93f6-k*NC3w z_qMgw=8tM&h%kCV!fe37HjL39_~KuMoju|5bY0^m=rG*=4~A3#=m1g?@c&-X)H(DM zgCy#gR^5~V6S;U2r?kc*a<%wcCJ4wj=1Gp|q1viYv zANIc@v?j3$sU*?>r|vC{E&kpq3SgO-k@R1rT*kSjcb59cS*2De&d4c*@w1ykFO9&` z-Fm`4m#j+GV%z*p0 z`OSEOG3U@&eP;tYo3brI`9dSA62=ewFRU0Ax^+e{NzSM7R}=;A?{EmyJpK30rMLh! z0iXAk>jH@I^CH66@T7(2NZh`yZTi)4!tkhmlL7+jAYp{Y z?`GZW%?kj~|HXh8EqRHbQF-6b7r|WJ4{XH7E&hK?M9lx6B_dXC&i~iK=%jD8A^X49 zFL3)ox#19ZfZECv>T=pIvAJD!_(^>T$!zP5CUuaP*7(T-d@URc|6m_hVKmw0{|Q1e zXL_6kA5iS~dAyEJugS4e#xb&Rus4^*Eh2B(NZLTjQg0@VN_QC(zxQR(yg#fS^{D^( zx*T1vzrR@Zm_H+D-1P-K8uuxtU;qZo&-QwLb_E4~AOGElp*!^bOtts8_J3^I?0p@s z<`40YGSuq>o_BnSW0}Bd&wf20#~JmVnQ5geJ0*58l0fp!+xCM}W}4ezzt0N@O-fSS zCH&&|hThDy93eF7qN`vv02jAsu=dg3opl`l19d=(zrJNzb@h)_u`lNfe+{$l>e`b~ zdPqWO!mW-p>i73`yWZBjefP!ku3o;wpFI2O&9i?#W6+1r*i2|iq?&213A1Ll+&=r^ zA9S{YcYmBwB0$s+uIF|p2ouQtX7>HFzdrjNs%S)8fQpp0Fq9&t4Jx{;tB0mpeN0zU zNi4TH2uo_7Mh$BR*EsrclGwZCifo_x|fDfE2Cbj-72BHg^-+R zs%8sB3cR{hhn#`d83;g0!Uex(UK~UuP(&~kg`pe^%VyW@tKITLf;1?dDwTz_p~lO7e^zp04Y(K%(u65Z zOa;25ro?D2W^hRi|9qS)7SR&@J1VHaF6qTnYvxZp|?#q0?i zyJoj=8U<#gGQm<#ga#Hu%O0|@ZV1>w>;R65CPoq95c)yB^&LR73f-mG9UiZelX$66m(R16eyG>Mza5X(Lv}bO)%4>=q$`)&?zlC2}pq# zSwtt%+L-H1oCgCWvV=mieiazFA_{I*$spA&JyDtP^%92Z*9BiDyf`PS z&*`-f7il!*e_&g1LkwicPr!DBV-B_@h8xse4z_`(DZV41v+x}NJ>vU61avS1W+wn` z6p>Qr0kkP0=?)2ny%rhNOaVFr+dZIvdA55%XJESrbPl$UfKKw=13Cxa5zs@vKhZ;% z6M)ummEuZ3LuL#u3UYSMWz1(1GKQ%zbtyDpojZZ(e++yJSjxh>?kU*r5uJf;3I0PG zb|K&TVn`<$?;)Lo@d)W5G2#(Pv>&$t91VlgOYV*Ci}BGjJYJJ>>i`RHv8k$PJb3%H_LY zusi@se@fshq%`|xUj>HFY?NS5Qug65ZpiRK4@(#;kJ~L=CInv+1EGpW8%^($^md9X zA5rEp)WKw#cJj-LIF2P1Sy$IGfUfaMMraF7)7of0H#ujN5^gWr%B^C3e~24tfnbtvgS> z-w};2!nMYI(Ge?FgZ-cGi;k$kV(Pe+e>C^eD4-g1x-UAKk0lbUe>kDHsq+{@DH~46 zS-fMu+BCb`->!p<>!0V`6m|Q-KkjR{ckk|(&89iD>)ow?M6Sc>4)9=0qCl_yJSS{i ze{I(9P*U~7xHNZ4riG>Ksj$LXq>>s03={g`C-b6dn+<@`J*ol{ zK7UhJOYC*$dv%B7(^!V^Sgp3}edjw?zUf7?`>9^;4{g2hqBRCAVk}riK!L*8;$gkt z)m=w`Ia3yI?hva2?rzsVJIQyx8z9zQf9vi2x?L|_n1Noqx@s5qEd;*C9luHfCzzHJ zgMc~qNrouNj}gd>;?A+BLoNO`fbMUf0{Iedq5LtT^21Axvq+{c{jQ zX$pS~d1xI>;Q78CzyqHB)earv@rScem7({5|{ztpei8e8Gw~99^rSP!Ni^i4sEo>$zfu$Lz;5 z7m%IE-oO#gi2=cC4dW-L`sJcUW%e~UeOS62A& zC|qoF*9v}&ri1s}^=`e556kA@1zNZD`)V89I|`oau_4}XaBM}ryV$uPjnz8!d+-+i zMGQoE@0u0HkV6}4dt9vXU0`}mTW=8_pJODG#oGhuCk*Cd5Z=J#mzzVk#<}1S z>)76V77Lz5LEw73sZ%b*e+hv~&l27Yor!xsv~6=+f$)9g~4jkC3=WyJN24WjyM)AZQ2tZ7_nx^22fye@VuXyAjL!=s^M@ z$u$tNL4#7!qFe8lwSN)bAK}J7f*WA!GndJlfe4}7>JWe66J3qby?=|w?+9R`k`n45 zy^;2q-e5{%tOSeN$Pc)ScPBDZgMjE|B#35#VVa->>VinP z81!;;7v3Uq5&?gHvf7yenC8-XacA4u2~)WDNiOX$yIm*Le`H-N5kJHbBogUu``JAAs8=;&LiXy zF$EK{ijOh1t=lRr9ZSE}CIub33utztZ#I4b!V1(z^!U)%>kYaEwXJ`oO!{a`LxAD9 zNCD?D7;aPHe=sgI*PU;7p#!cjMxmYhWfZxSeOgz?;KR6bQ_!_s?q*WOCoVcG7C`+*2V3Zs4Fr}P%VKfwOPoPkOWFSCfmUR zxn7+wZZ#u!{bkBmP*=c5&lgBrFqmO|G`D5JIqv?_f1-8Eb-1~&Fx$hs%3qkJ)Z2aM z8{QsP!3Md&%3wQ&>urs{hs3qI*<*Tzw_38)9t_xm;V1imr|$I_4Gr>vqYbk(e0IxQ zx33Nlz<(DKBY46%+#L3?ACtRvcjtCOuwf5I>k=lozd6Jax;O#9$^h=;Xdz7qvsW;A zaCxKLf5~SMU8+vjf?aWpfr3zB&X&n?u3_P7W&-rd?6tLXj3@@S0yIk<^z$p2MQRHh zx}YuOAgkb>o{}Au=VES}F3%M(w6ZD-8z60Bs5xN+5_OW=2nVR4*ULc{fMJ9h(>+_D zsbO?T2?Yhz+sVpMj)~7lo@IRK!HGaGO2M<}f3TUDJg^8Lt)kbclD}m zb}^p^R|CryQOc8|4>5rUD?wga;J~dVLbJ1~>EV!pBm`7p?U>}hCeUy_$q0r=Nk%Ya ze;^sKFe15Yyi3I;EqGN})#8%YIa%-J&w)TrfWR>Ky;T+z81TW$KJFB9&@2Tpu*4YA zOxJ8jAY`B_1k6B|mr#vZ$U!xNVMw*FEx;TorTlm*t0t7MAWbnUkMgx}B?*rzKLgDe z5k@qpB0>(D(FqJ`PC0=bG^65&G=~vkf5PVVgxaNc9|2`iJFIJz3Pi<(+H=s1Hb119 zF3pdM&p@@e`Nye7)#soZRX?QqsLf9li>Yf99&224Yfj8#L=Y_Nrf2*Dd zz8pj&_=ZG(p`!PQz6@;l=(~h%b7if5fL{)_Bm9PJU+ntI3H(v(7FJpC2mOqUU+ql= zz8pj?CzPraqMusp{YZ^^1Yicf1s)U_c_H7|*476E=HNRbaLD(i2uu~FM+CA`yX9OK z1X4C9FlQ4ew7wAd zIut6xKv>LT?OOD`6LB~T(SX7sQBhuBE-j`aaSp~K2%m=Wh`}6;2Mi7wPeITC8fbaq z2>J0_11zkbvx20*1?Yikm|N#&0j80pj7Kk8P3%Zyp&F4nqAJurr^fM?HMnDL(}UUl}uu%?dj8U7ni8UL2!!q02U$3CyI7kpl0 zkM%c?n3RGcul?(rXi~%33N~d@IjBaH8d6n4T@6fT`GiSj;Ji1fr{O%B)TeQt{5Xb5 zO{6x1!c|dH+eFEDtf-zURVax*{yooc@dE%Jmh`9fa*W82 zmI)_iMe_LR8B?)nk`|S#8n#%?({y1z4|jDNZufDHZM~`eJY&hcZw>W~_z+4$aj;|2 zB1As!J^&n*N4OIkAqrnZ-)#@uJpsCxp_3jo1*!4}-YUM;= zT;YiO*`amSu5iEHREI7M=Zj|DPujNH-MSA(TzlxSs~`N0T%0KZT=e`7YAUMi9vpmdn9V%ri^UFg@$zQ#B@!2cpE;MmQ*o!w; z7mRD74ZqOV5$oX5^5VyW)7hLkNnP>s^*_Fz&4pFPS6|KqEB^iR^{bcPfBkLt^P7Ku z_DbptN1WywJE9kJE{J2Hhp)GrU#dlWyRYDDX$nO+4{bLjyK$V2RM`f)mA}kS`N-<_r|$K$1hVNQ|qI(gHC- zG*h7wjg9!I5hz3xPF-m67KEjXFX{yAa0SGGq>~f&C!A>_tnSA5ak3XzzThwpYhv2AVGMh_yfA9v75uO1?#!agC zHGrc@YL6?p?zw-JRG)DN+B+D&WW9Q;sNS(1Nuq^A{mD*>EI~#Rsolk>(J@-`akO}P zNJfomHDy~jS9ig#Kw^tkdD~P?xIx?VcJw=532#yGB3hppciG18Q0i#k6GeR*bjq|P zj4HSQD60t1c8g7}e=D!Dxlp!vSGPCe3ZCJGDXzAw*&Ld!w(kOq@UmPk>$cu*%2l`z zER%#MK?@ZI$SR_^8~lkJe8WUK48+4&(()%}%PDv$c8=ZJ4>sG0a=|0I-XngJ;+z3T z0<34~r!zOHqdcWH#o7yfS^q?t^r~8h2G^i3UX;6=aJ#*1f6IC^ZgAxrY}W~CFb&Z{ z@&AJxvk$s4CW(Srf__Xy*6vP-#G|-Ga78&>1psphh{hn2z|2%cQotPsLS6Ls@hRLp zS(KY)c(F=`4l4;Cfc9}h3>u_l5@JwOr=X=wDji7&BeJI0d1Kt}P=jD=_w7VeB1O-R zNct#e`v&s>e~jyD9;|+~z1;`v1gb$~hjETWNY#HTgMlIIsqChp$FW=m!L3ugat%5( za_ZC4G0=*h6-1v9qG;ZgyIpj;qCmG7V;0=J+lGrlxJ`IauC~J$zP0qg!w`3S8BqMT zUWO42E{>1WAI`y3blhAe1~$=j`2{crHgcKhi9ur5e~;_>LCkzxt#^H7hQZw}R`Ieo zG6i2~H*IjDpqHN$|Q@sl^7IJ9WhvH70_mMj6z zLS$8wD9+PSTs@|%bdXkxjl1ec6r$=HVA_ush0@;C`$6e`$P4eT5j@GL_+HCvxxgVC{6&$r;=5032Ml(d?oYtu`SkfQL8b>a7PGwk*+e|Jr@mbuf0_3D4;m zWD|do7j`ho?i;{#D_AmQ#6q#?YW3L5KtjC@&LpJen1lQKMQ>@#(9Fj&_}zunaJR3k zfA)?97bG?9W@XT#s(q4wKkR!=9Fy1#4{kThD(z~);D$NyY2T-h`#ui7PX*tn zyIEqVtow2WxIo%*n4Ngh*2m^PV1~Mne}jmH1lTlqBzrb)FC%UjY1~q#J}iBJl(tJB zMhWMH4+CbQv*g!q5^y{eK=ZfPsTd!O){Hr33+jqvlcOs?IUj5u7*Wx&nR^f3z); z^1-xDJUZ-rcvfc#6=K{~-8R+g3QUChG@ivQix~~c8T?u>wrK0GW8Sy_HDT-$`ec1H zQG|;Jmo}1%B@`S$-{K7h14AJM_G_=z5}&AIFG3E zEA}ztrnuSemvPk(+?B8g?yB6)f9BA0_5KrY{Qi12*Am0)9KG)h4H0La4L&xW2mE~< zB;~I`91Pr$1sPvq`+ay^m4SoU-!O&6mwrH1xNf|u!+jfRZ1Bb-4pXl&zr*tOToE>h zJakhvJ}DJpnwE$T6mqvA6L{qZ>Aj{-F7iPDH0m7xF^Ox@4W~ME;IMSce~U~JcF;P+w(pR8o!@_QnBPk3@f3U_ZM)30kq znRipiPX4lEJItD!DhfpD$-G_}Umut{yZ5_lU$4PmHlHnSs)aYh7cbwu`0WK+4833% z9D*bKyO7EeW%R{j{o==;f9b^%UIJ2xfV}0MZ@Px4!+aE7UHtIkUoXDG^2>w=&cGVL zqhMFUbQw1mI_^`I)E6OgP?eHU$);3AiX;|=To#fFvH)SGByEDE0$&JjGY3h{f#iW~ zn*~f>mt=RB!oDGNC>J4w;tUsjrNs(@^svzaQd#bonps!x+N4IJe+h$RLW15TRi{Qm z{X7PAJ06M|(FAWzC?x+96vu3g6d$$wIziR~dytxBA!{MD+C#G7LJ3y&1VjK|a)BUl zj}0Ml5-zf^Ar!cFs}9%zCqNQ(EhI3Yoh)>%A%cl1-KH(u+vYxDW&udldBU8Y1TGgK z8_N%%I}tntdI#QHe+mXIyPQRy02wzhT=_I@V(Zlus4u_JGI} zy3asTKn{h`^B&2AXe*(YK85@uW^ohViR$O!I%M8Qu#K#~z2CfRLx0eqv?=$r*%A;lz-nF@79;If!=Pn-H~6MISXM(3genfW9nT5AaK~ z9pRUS?FhdKf8S@jK6e6t24<2@=E0w(e!ome1x^IM97F|7IF*$LL|H8NL12cm>0nuM9@W{^(~0(GH6beb)6FWC6ZK}5f$`3&&Sd-%R+Z$uv#Jl` zd|J$ie>>QPq{DuPFK2UUDHiox+?I#y_@B?_MqsH6i(dG$yqwLs!L1SD{-(qd4PN1% zS83w*B7Bfu@As?E@V4Ig%~-c!$+7FW)izZ+=$EREnk-ert>1M3zrJE&v0{ODeZ}Ha zEL5}N((?;1YTsOj4e@V%A;WK9!Eef@N>!F&fAUFbubF1Mt`f_j-1sytHX3Rh(C=~^ zYBLR)&8>FD*U73~AweGqfo-e;x`up^c9gx0m%IT<%uoCVqXrFLyVwZ?6UT z4MK?Y{O&)vK#?4+$%Wl<2u9(GW(~$zHE1c4Vy%0e^60y z!~7uD9u{w{>WjC3L5Jf&&uEb#qSv>Zuwf7>#EsANpt9><1>wNevffu=Cjj1s?a=i?K6N)#% zR_;@E)E}?PK^ErjGAgPgyI%ZSf8HIbq%mR#6nBS7L~&gQ=h}Rp$QtI5$`H-Ow6gZi z_a7yaV&{m443u+0C=BCCc_NiWOHdBv5!S>F{~uw5a0S-4Lf|Q{<0%x$!GSEQCY?rR zW6IhDQ)gG+1Z3km*ubptkO^OR>!%CDnIQ=rrIUJGcl1XyGH@hu>#lNBf1ZxkguSq^aNIOux&u@RQ(Zb_khm8b`R(=+oLrBwDYDrnna1T`e1?nI0Bh7e$Px6 z1X4V9))j@>aRlZd+9PmGfAo0~n1$^QfzQu&hrk?c_Xr%beGUToXoN=)XmP!XXF(vd z!9zdj19K4V5I7B&_M2MT^laJJ&t@GH~6)Z^ZQ@&?irzPrim7TmTaWc#z}j z7&#@$%u_dj@RR7yf5Enq#5wzi@ZH1v1Njz-8X;pAASTZ^X$1ouj*u(DB~~CpktE8w;%B9Zi0{!5am_M#tMP3*E5nXobh%Oudovz267M+$zhaICK4yL6k)@O(FcUX&XSJ4ciNNr0u@R?&cnIccm|vi%4|p)WS3v~v;0gJ+N&<&z(ub9ZEzvobrnTpe*^ znNhHkIhHwCS{{8!p3k_D$?;6`{NnV@Y_6=diQu!}FJJxmT*xEGoDl|j zo2wM~v`2Fxnd8LT-(j~&R)JcKB}thT{AkXZa+-*%K$eaU%@~X$n(a(v$-eDobCK!f z3Wubihu>12M%YrEajlM0+P{DJc{T?SliZJHc)p5!Tf%o$*6)PlIeloqqp_=TR7q2J zc~{mIt>)E|CQY%)1B07QSzSMcxl_rfvRjA!>%e)3LVd!YIwAmffSQwo1QAXZlbrVi z^I~~jv~+U4^SmZ?TXqF*1noG%vJBM3Idj_39?!HCfhQ@{z>@`@{6c?IZ1b`LIf#%> zw&7&I6uyhoMcySS5AU0E$UT3*zfdf&7Wk%f~?nqHthY8QHV4ZO!tV*o%; za}@fM2FWfGJqt1Qez0Eqq}q>rueBAa_%&>L$Et!AjcI4Lx{F zkZ6r(-h^XdwJlqss8@ePaJer05gd%)F972|&F02RJR}^qDZ_C!5_(Sp(WcCMEohmj z`6^!&F;_7x)wYKu=Cz7t=;7#)>ibTMz{#T#(Np{|0I<%Rz(ZBjSX9d(dRZY5T_7cc z1cG&r%O4T*uytAfmU0Qm(uSDstpv{A`>ZA)kD8Xq^3<$mGa6rxa$gH3ib4#9-*C>mOm z-krmDy+`2&v<)07ga8>5(NeqL?V6%(DIgK87mZIm%w#NupdtW=Z0aMEm=5-nfgA^_ z7ZETm%cP2cIZ1zAf(bXc^xqKcK?5+Tz;k4m%0ls1xT$^XiT03=* zx+<7|9pd8T}HdPvZTC?S8;w?5J2Kqry?ipB%PW(*?u zdn#`Sgh|K%`xr9MRY<0b$WdIfln*X>9gWAMqvng71xiJ{HTC{_9r?P^?7-f?BSr`1 zgI1Gx#iK%iZ;oibcaof(B%(4*Pl7nDWICt~rHRIS5))t?);fx81geg;o_nxxxvSjF>-|`?O)3D_+v|`*t)S@1umg!NLWw=b* zn&hC=2$QjMWZ-;Um%CVjlBHmH>R}1SJSf4Kp~{REu@dsGz7JCQXomh55TzJ}sI8iM z8xtV~OLBKrv6e|Y#Pqm%LmU(GuA&akPy@lIb-8~Diro}cM^H^VRyq1$)2}r}UnNV$ zG-Q}b7U&CHDTkyw716@fJ(lx9j#6q2@xEH14C}nQE|$c`R~%Hb+vE$B>|2(cW&BV{ zKRQdHXsd}0Xl%Hz()=8-40)G$-Q`_ZG}VBgC!GMH*JrEs^B|0d+rU zIk@m`m4?(*!JEF;rw)niEATWa3@4QvxI(;gGnRopK3d%-A5yp3yXrPD9hu2*3O5vh zoXom}3>SKv&=QRlc__n%GRBIe?V3GSf8jBzT+TH#=jI{mweBzLcY-8z ziH3!EC zlhRT_8%g3CLW)xN@Wc;6#~TfvPs6rE$jdFFkZX3S(f>Tmg?kH7|*cI zfmk+!uEQ6%_zMfmr-30oI^JrCSv|_^yjuqpp^+aQ3(Y(9KmD=7 z#Xb#@$c-*;Q=YjHh{6ScVkvW1LC;l!0 zUaq`GaHZFfS44hAmJbx~0B53j`4f%L%675NJ>B)8S{&mhI9`g5GzN(?d5O2zb=mgN zDSsAFotcTsoV9)KfU}iwUzAIOdJMFq;9Fz;eUKyd zNFzx-i2DYQFxsm{8j*jT<$s`ipg#OMWh;2`DiFLT&siYVI;u1Um4!98lqMZVrO^c} zC>|q%6Qnzw_&5eMq&r-R=?*F0`9n~D`1BGLh~yXE*YL;R8kL)}yNPNsW!YGbA*6#z zPc3@TtVfu%sK2X4gJIkJpIUVMi-ro8SjsY%rh4jRDroU7a3g;pvR~9!odag*NMyvt z`vW3~n`L6;UC7R>z=bbKU2;`c0UVh^62#CyvT>hWZV1ZvMHAfamx!{ohWIsn%cc)h zmK!Ted{L^`RLXyx*2#G*}E6vJtfOUJnulvNrywV zj^~{$wPQ#{ntnI&1R$$A=#lrpb10U-a0#si?s{^1`Q!z^gHT1Cmoa$|69F`rAz=>` z5;8G3G72wDWo~D5Xfhx%HaRz!U=I-%1UND`Gnauz1t))u_5*aJ+tvmOcan~6Cl%XP z$F|e4D(Kj@ZFktQZQHipu{u`Y?6c1~z0ddmW86DxjH>sUp3jBCJt^!MgTJ-BiDZnZS1)LA_mUp#sFD*fRv3j&;f=_ z*v8h)-rUs8@gvWF9s!g_Q~)L}E)Lp%xdQ~PfcEA_2G#&s14lEU)kj7n151FijgdLf z(d~aiQ1Y5NI@)qGFu1t5&>L7e(A(IXexafTxR`%CngNu64nTWnpfTXDmH~1GR=|I^ zMh`;70QKzqPPc7U>^3_#u%X#Kab%-;sI zfPa$%V4`RGZ@7PZ{}ssG`d`ilMn*PPwg%R2=GLYF6LU)-KweCS-qF>O7GPj){FkAD zrGtOXhrfZdfw`rD;fKM$N;d$A2`T~%K05q&e-1|W=C+Ow^bY2hfAz@lSC|i)MXim6 zZLF+-){YJ^f7K^qZVxp2;N6Yk--l~qZR29?@gHPjZf$JxR~yDowhXG)=5|g%Ns)is ze28HF$V`Eb05(QOMh|`QI}@`R@gx0{m|*Ih&8k1p+Al z47xTW8>7+37t{aeasQXg|Gz2!E6V@tp#R^B#GEWG|D~t=+u;94Z(wC^>Gp4nkI8j% z{MZ6nn~z$Hd6^e{>()Wn}SjeK>r~p z8`#?$xWRlJ@&{rAcrbmeqcPC+UsDWVptrVh{BQw$H0K2{v9X8w>qObv01SVEe~JD^ z8~_I4KZp~+Ao2%s0T@L8i#Qko3}Sx}Gk`(j4`Kl@Nd7_WAEWsPePodRgFZ6I{XriY zzbxVFM=zs9PUVA{GE6@mLWzoin zC-7TsVEbdWAg&AD!6bj*9NB?-Dixi_ihYOEGXi81Rn>R@E&F@Hq>)~v^*vF_JAqZg zH;>bnddQI01jV)&&sV)TrI~{^nB{4V!KwUH!MXu_XgoR`QgJjeUT0A(1sjZNREm&@ zg4LM|r%$u>(VL#YZF9`sq>AH|FOs0CWtFDOFl^8;w|?le$eIGxV0p_r z9KV2Z;3$8?>rGCmo*q>0B4fa1ilPA3V`sLb=$k&7gVFuXxpIao=u*d_#!iX&ZMteG zh~zaEc+rjDl=Solt|{%KAaNCEFP6dkAS#tt`;yLsyFEiM=Y3k@t2S3{2PGp#qc;Qf zZLWS7#_|2Dv-Cm7{Z!{|j+h){jg~ z$Ft-S7ar=FgHTI0*e+NxF?b>M{b!~iWdfr20nmJA>V`91i1`V9+(=Gtjo4Pd8%xzP z9LRs>K*_vYel3?WP@LUyBWQBXpZZ1EGbP!bo7Hd*#u7lW!W0UOW@?ASBly{AKNVxH zc_D-C{0JofpjEBtaf3M0WYb!vwpSBGNbRE}NXBDmj&lM7r72xx%Jf$m%x}mfV? zz+Bjt_fk$yQEXj-t*u|HqZknwz=!BPKS_gJX!IRtBWp+;N6&->&n zs@{FcSbY6EI@AlQ5m`5)HzgX;DvW=W^O6GsqF3q=m))Yv;qfuzxguSkt^ZGoF!Jy;S@K$rdgK=5WJk@dm(SYv_&%O&NwP)FY{Yf`)SXp`UHE6K zC%n~>lSv}ck#)3fGQUi|(Im#5jdpf)je*>sW{+eNyE67Zn2~^$Z8>QPta^X#9IX&9 z2EdFMOU8*(L(>Ajbsg#)4mi{IIJ&k#p_f2k##@N?e6`H0D)cfAp{D~%!Tzipx)Y8~ zg7himBP@~L!)OqJ|7Kk!N$iHE5rPZ1F4E}vNZy_s+IMI1<;XmvSjdbs*%85Sy-aU z7_3Gns+j$AX7ae>KsTW_=(^6dM$WLM={(qIhef>3SE|L&_A7VboD`R>U$(Y6B(ihb z^g;TgA=`Z@`WvZ`?O|GX8)u{Ivc*Rht3V6#z%;!xgny>MM5xk#h8KU05N_LH$p-gY z{CLAB_ZRJoqQ;dIJ^2a0YPpV2xK>*C3fqx1kf@lq(j(oPKdLV=T$>+I2k=Ylua0Ep z_9Lyl;r{kIHszV@imOE|PY}rOi2SlBQRQ3SbNcdhS+Ztj%{9)H_DmP@aFFwYUZRB* z4+>I#J^hX}Cd zq{0`;JlQhT8CuDL{LOngp-O3baJT%lNtv%N&zus`@|KUa=5Bw;0?xPxJ9bBhrJ`2t z(Ow1ps3&n58=)Jb)d@tk6dKyyg-?mbe`Sr7yAA^EcRz<>w0!x}#RtqTVo^+(rc0+_ zbeq{aFTu)=Cb^S>QU@?XZEb|&a%jH+|3uUiPe}AX-h6<53kvS7{l^O zI~<^6FBEr#`T9y`z5wK9u9#@M#Z@RuetF=ky6R zW*Kt&PPfcxz%QoBmQ;7tM^>OL7ww{$!`Mb|r$$f>*yXFNnhuSh)YE_Fk5+da;~frS;Ax41Yal*U!mF^_ z=&j7opsKttLCX-0*0vv3XM*dQn~AqcESN_9)z{=XkTWMVm&vk_REF%nJIt#;XZ72mD`YhAhZx@4;IAs6x8=G!F7g(vBl3JY< z;?D{WAo})AtaUBf+0Ilo>es;}r(wrMpJaly&!L#CgUu0pymrLujzZczxq`)y;5x5A zet;9y-r<^HjkvhEc}k$=dYlBSdSmcfc8z}hwjva9CSvS>8s}n`!TV znOyiHHW|^M67C$Y7&7t=G5Z}E2Q>b9^WniFFkp9HzpyTsBaHUxM>3ttt)d+#a@#_PA!;=X@< zBMzWh87`N$h=NyS!wmaADj87vZR}Mv_}Wl~>H@I}F^4!Rxb91X%khTuOWlqqDJDJZ zNdmRNoCE(FjQL~ela0b+x%cBq6B{NMz!SlY?C22y`@i08W7 z)TNX6fg-Y5nMIc~s~Y57ehvuwF^aT$>trV9b#bCkFAHik$P4nq*H_);IJ$GW6-uvE zd@tCA1o~fb>gHwW2KlprxO^Zk0Y&_HWjNmB-!;Kl%K;Y`4VQ9A6JK0;HW5Z(io8R= z8!_Za98Hzc5JZoY30WOC(s6%G!(n78r!!x^1yf%Sh$ar%*b(q_g)X#BF&rXCx3ZsT z6~oCOEnXnmH22^(sleT=LzU!;g(cR0;cG{_Ugo@N3@44v$~HcTASYoYoUwUKbac|H zpHrL|e-Tw3BErKO7}F-)jCDYD5&iw^vAk;KjJ>r?eJKhy7*&xI8vcL0ju(#1)sox~ zw+LqOwgTzGTgYseZ(FQBZ;O~&yG4g~-)F8yz#d3hj9@ADlX@WhE63|f)atT+K5UJx zGCx_fx#w8KlcVP+EvN?!L*6G`4q3jZ@3S134kOdn4LJVONR2b4F3hZ(NJ~N8#teoR zBHmh5RZozntVOvjM{j={;^dzgY~=!a$qMx?nHEx;R*e+ch?|L*R#XgN>y`;E93uy%DPor^lP z7tp<-YGpH}5SMA0$1S3?xy!53?2RTPH2~rwa^K@=4|LQbxp+G~CFtRON~Z z(@yQZ=H8d^w9|i$na?z4ob(}RL?cD@{Bgfoy})S(#z$^*Q!kB$#}{*X?oSEC`#YUh8$5mI;45Fbg+u&`M`!BQ9j|Lru0# zPEq9?CWW$Y!aXCbGm(Jw+O(D>w=`j*OA=}rWhy)@dxteK0e&1q8Ql2q>lO^KzM+q> zE@Kpl5?SMrG(u<{TwPI%j@Fhb=fWEv*1sh1Y3Lm zCQz>6iD!RtkKx1mL+t%5*ujfhTz1W^qmc}37S`L^q zL;T5-K)5*MCa*}{y<>HId%{7#SjqIs$n9}GxP_h8^sv#(j0f9vfJ7A06e4KBiuo;nC&T_ zZDssaK;K3d86Ajsg`nbunmg-6j5-qD06)n8UF zLZrFYxgafqJ2Gq3^Ke3Wz?-LmH57|QpLs+$Epgle&mw^lI`k>1L@MU47fgZUF+Pc8 zj39qTiKf{|b*BtpMP&zsGK-3^@l{k>*LaPrzMJ^wT{(hYdZ09$+>^sD#AQMJ4SPA` zIg4~#Eo??Ew{!X3(rT97j#*nW*k?N>vUUB_MAun9aj1X+3spZ%4lIZq$B`6A9pUHs z9VU*FgGK3jcWO}{tgWZf2`prN8!`t1)DeFresVGlOt&7)&{7Tc6j`;EYA@lEi6_E| zu}sshqY@Kx+F|YG#misYyxI)?XTEFo8hPjy{Os{IQx|i*5BmzgOsFW%oL^bPr^TwYa*h3V1+6&+LC= z5$r*UqJU=;XFT<;y0aGn>v939<7vm`ao;%93r|Qg>Sp61<{%T7M(aj~T7}faDSfuh z_c68hC5zMrc?Ft}_A>aY+3)$QP>)SNAxDzJtBi`5oTB9VG0Hi}u-&bEnmmq^A^hbO zP8SWrzG$lF{0s^sb7)f_TGc$5=PiFpRWD7%qH#Ux(t!f|Nk;ME0L9~>C)IHhm`IO% zZ#1Y)2UR4PEtuLv@rgwiaRk+Kqjqltm|tRhTjPL^s>>PxEyTo z8y?;a;}$}s&waI9yMux&6vs4poC0otZi>pMPNT?|iBlTx?^#yID=e-{w_)beL{SwE zP7%}b#u0TZeD+wvH5&ZCEZYN;#?^e(jomiZ*rX6+>t>ED)=wEvXC7gdTieW(H>6wk zqo|tE!F>sQm!3;;!jc*+n+TO$yz@*uV(0geR(pQWMG`AwsHKg-401)rpRX8lyl ziA2>Oqf#&dJz(^y8)c(7RY|#JN_upH`_zK<$1k*XWvFDY6&@DeGC z=ww8UjqNQ`{cjUuHUYs1=)A*!YePG<6A&G|`%d*mYBl*70@(`3)kRw6D^oovJ)MRe z#-Q-Z6FTuxjfF?|x+5BK&v>X@6TNtQ9Z~VPwJig?weQiUu|-zU3px$5)<1ryKsi%Z zi_|jI->%9SmLdBbM=TldUalxr@T`ev@beo;^{J^K?!3F{9<5dUZZiFUVdcG@u3xLk z9C@@e9qJhYKJBqDC}otQsPvc*XJ>6pxrw;;-7W2=>E1?ULSLm+N;u~8`Y(wPcO`@M z+o3sph1c4*A4`cyODAEYu7lr&1=`*t6J%{Cd9`Aq7^nD)-+)6rpqeTtw=pz9B}!U( z7LTR_Q$_{!04*}9{S1z})S@$>8goT9sN@RY%xK1!R=#`XXQ))Ah?rH9KYSPcG!-(@gZ0zFt zod9t%BkP?S8##}E;SpK3ZIfR)kwxri69zlUA2$%SSY+XDcN`%49Tyo;r%HR8Rp5Aj zUc|pNA`0`MC+diZ)HpG2fI|L&TgX>@)#7vaeIG4Q$fcGRR<(<_$oZ5Qutze5#{biz zr5YBVN*4P1{6!p3iJ*E&T@s#FPRpa2uMJ8T_j6_`sVWz{VKATU(O5?jB_xnl-frGR=nchWknbRC z@Y>B0dd0lGIgTg@)gMKqb;SheiQ-6J&M*?Ys66BLq9b(C4Sz0$GqFwfvE-$8 zKpG#Es`tk}Z_oSQX@avrZDfZa?}fV@9^0l07TcEcpsvU#Q;v(P`uTFABJ(Bh%Bp_c+F3klMzK6L>V~7bfhvfzj+d zipY@*c{inZmS(Kv{Il(1K!Io$y;g%mA7%LmCN{pYwO!dvkTlYA@4cMyX5;MB2f-(Q zc!JGzbx+Tk3wim9q~UlzV7N%v`I1)jag2Tx={H@aM-6Z=#jplb^KN^8XdJ!}GmEcF7Tu4B6C6_6M#IcScsq| zl_6PUfVqKzy@lV~)`luoIO+7QAySS8*BHK&zX1nQg#f#wofY+EU1l77kNECvq!!)}Juf7yWpQ zz9!M_UCVoY=I zG~)VN4C7heiT9IkQhVcKXb+h;3F+GZvw=liulyt}#$7~^ifLBRhSD#84t$pgtgrYK z;Cm$J^+`VI6oiaF35s`b;nQGyOcxm+SAQO(HrnpUhHy+j&$U4B`E(tP&)w(YX~Nyf z7KS-$g?PD-FMwn&WlFf4p5Uhw7eHMUOUir9YefnVCzz(bR^il7&A6pwxG=aG;B)o_ zs+;H8ufdB)jH1sOJC*-`Eb@6f=3ircWL?tXH)CE>fh3jM@(gdj(;ac*9{R_gpSEf5+|fd?@Cm4Vv+ElE(Vx8Gu!}*9 zl6pr1>b1Ll=h1!@qJ|#mt$Inc8Za)+tVjK8S7bMIe`mK z*EFfJNTbJe3Cf>;-V&Hato^u-0Cbj3Dx|&LQJVVpIrC-6TN5dXQaQ6Y+OyKUY`TbJ! z`-D=H(i5%%K>i-5s5yLG7i?``{mj>aS=!a20iVet-Y^({2ASpt&hH!@c-3RhH$tcG zx7xijc~R&$gHQ+8{t0BCRy z5p=WhJFA*CW_@l>c1AAzIVg|zL;}U50M=-CUilQ*%M`>rRArO*RIk_fYzYmDG9;F= z^e(va;gVN>Y11<}j)%5wjTN@FEXUqsxzGvU8CmG~DUy54dH5d-j5XGc5V1rDkaO*d zjwe*^H?yV`>Ea&UW$H%MDuIru;_U0bgrC^>*^&$6?#Tiy@N5FqEse;2<)}v*-ul!p zuYk!8W>N~z+H&jW+ZB48NpyBa_3{n#Z6RW8%I9={t~H3mb-fBE%b}SF^a0~q*4S$Vu5885A$xs?>4J#IqU>4Z^}jtY$!?~TCkKa5jDVB1 z)|p4NakO)mhYSYwFBcIvh-!5Kd8Q^==$eqztW0`0i{7uqBO6_kaYu*i6G#P8%zoFA zNp%=A_)kTo&UBaLrutS%2(PF9TH%^rE%gI`mi{pjofo4To3KrJHZzN5k9j|$lTUvl zl+af6)Rendnli5r9v(i0&ANqUgL$i?)qX-Te?b4?_^cNQ-ny3lW0e7MZGN;qMGZc0VcBQ+@y+$sEwB4X&cJx9cL$N?4-F4`(F`% zyp*Q1pdQ#UNMs4e*y`Wez?8n?5w0^tqaTfRud@Ek44_8rbbb@eh5cMuL-Q;>yhG>F z&l79!my4;QdPg0kQ%x%wgVLHj8it1cjr{Y9Gk5{E{x_d{ZPoI%9^W`-f$-Hhq`00V zMe42fr{+W^Vl?r53CM8npvcT(MskNMhE0=V8C zSBzZOsI^mK}OuxgElePK2uEs@H9`x@H5 zT=cEn)QZS7T$ecxlgXMa{@J710#u*ak$q&!HPNOMmXeI$DSzET5cwkiMQ#WRmkT4* zGF+k^5_(8jJ)bFvAK2Z>G ztL7xZH%3L;gw~5>E#F7_w)s(i*(WiXVv?bY^58S!0yhJiz|&;8^-{hcW;V~=4QKZM zsP%`U982{pUNlq}QGs|nqu`=_{K*Ts5c#Sm5cM)%JSjWC-1g{?zJrGs6TZlpkB7^4 z3|6-38Kw$7+CjwI=eMN89Ir7Va=6#$Iud?_2gyDEo{n=_IxHdSK&c0RK2;gwnSPnin>ZQyDFqM){~Sqj-eFNzGmRX z@5N~dd*$g>2lBjd!>?VDiZv4V<8E;grD@1v3=II{OjxB% z0NMp?$^#-ET`=vpSi%5eFIR5ZeEdZlvhj+R)Q(NJ(SzrWZbF?tE`VB5{=#!RF}Na? z7?G|F=iZR)6ST6P^U#LZq@owu+=P{ic^Cui(jdjOO$-fxs)Y*;i|UmolhImYv~q1e z?yimouP1U#df`&-w3yR6uXc!Jz+gYEolNQ(n>^gG*Y?{w#`wD{uRU4=Hu< zNta+if^Q$@;IgS5Qd<6iS)1sNP=;RVw2(m?baWR5eh!`M3Ee9Sqvq9S7LCA{WIX4` zX(y{zY{rg%z?PV=D_XnT9^Mc{7G(X#91kTndnV`*E4_8`WW(fxUU~IXEY=F+`+ND!MzI71AK2eb8dj4D4{Y*qSUz zENP@Au~~-as;4=t?N{(d{bs6|5(TK$e8g|KhfgtoO>=r**KEgBIXsYj3O8;bej_bn z2_)q{<1U0_h0B-`kHKdtc;ML37Yt*Zm@LCfH{xhnlD%oeMl7~u^z|57z^rVoswdCc9Z$N zEmo6%38mjm%-*W1cIo;#shQ8y%V|`;>n4mIne=DRF+W1+I`Cj(lFzCRADga>Kes3{ zv?hM-(f_0&(BVbpIbXND;%4$|np5cme{3<5pb*_MJ7N{64Run@kp;CI&!wMJSQmiq zg1h%UD{arY2!pi!KDhO$>P3`~YerXk0bDSD0Ao3s7_K&xcMdPOI1XFVKfi(U{yB+iLP>{nL zS5Y*Z)kHcM982$Q4;j^Qpx30+&AewMj&Fp`>Fqc8&S|cXZaeJ6>2-OK@qTjmnXzxU!fB%{%BgOpxW zgn51u3K7AlQcrXn8zpXUL=yTfayuDGwd-x&3vh}2>K?v%uznCMt^vM(%2J-4>oyZO z=!1+2jaN=^f%$;y_;`Io&0tA}fR)sNH;&^_pHT_|>{uS{#b3Kx{`eod4I$TuLnG7GZL3*A=xB@b#hdg*BV=zYKmQ0JC- zS@GSCF7ys`e^I;r0cfR`{Vu60L>?MTpROa(Opfs!IwLQ+0{W%Z>g$t=^rID;RLByy zX>h~{X5^0BajbQ<&d?-Xp&T>xz>nepK^ACS@E@)D z*`sR22fAz_6b=-B^k)TvKdv1!JJ{7aAzr&rdkZ4f>SZtQzxf)4wbD)uzs-H)?k;}2 zr7cfY5wm4(f=*_qk~{jk^#oVJszQ@dbgm?dy^$LnC@V?ARC))R#z&*oOSFLoTi2f5 zi&d;2A>nQH21UTyBJ0NnYa(G;8n`l*)}1oJ;rSX3?qI-w)M2@^>J=WK)eU~?=C0)4 z;ZK~ZSGfd%0s(sYDY`cd{};P9pix|n5H_wPX{Xr{dr8ai0b06F!3fvTH#C zH3d6n38AEg$hdW9%p0R-mIF#%Oy@qe?xom~i9hS|5G>>u+nY@WnYEOBf6q~0j2nDY zOxufV`f9y@%rJ$o#{O?;!68OdA;VmXr}oNatwZK#{xO+kPDhO=AQE9BPR(>aq97GyFYDs3=~ z@FTf@Xq|<4!6neg&#N8;;*soRz4_i}W7y4pI21!YQoarj2uqDVe(UwEF`L^1 zNR51XI6wA&&E1_vRyS1rD4p5j&>Dtrsb_uHr0l)q9iB+ZjDsRUhyrz-fLI{w&;|RP z+mgSptLLE&ALKgK9KR;=g(q}nAR}nYU*_R|lvoHt9#!&@55KP)NlIbqmjQ=OXuKJv z!2nch-#ov10zq3U{7M0XZ@8%o32?0~IbGoJxTMt6X_tN%9qONSR~<2(R9A1}I-fZUHs~u8{HO1)t5Y}2t-kBxBtMs67aF&k z-37l#uezN~<3KUkL(g|c02q9tR17f_U3JcesBq5HOH561HvLvbK!pZIgrv|+o(o=$ zFWP5A=f%Q5^=&-rcleuC8s6Q^QWz_Lrn|5XDVQbl!)daiIT@AzhC@?K3`z0}Dnv{^ z!)++?4Obmw<_1?qjd1OClgX+p{sNo;CvY|CH`->T99cCn!>OH8&R{x*K8Zy( zJS$jWmKwDfRjK%j0t6a>Ek9;aj^Z~zW9B$DTuf}zEAG#+JDCx`S!*;%T@ANqXSx=z z7dFA22H%4b)@?SF96n<`K3N`3UGExlZnX?{m?6h15ae;0gZ;p|x~zI&fztGI>f3YHz=fL0sElt9w`)AFjSYV-5na|0kPz6O;=}n zATxJnKaO3qe(mZY-BAnj{&_(*8(Tl^`$19-~F2C zyE|JMty!ZSuAp1!N~mtSfYo_N$TsW3cFl50d&#`Z|5Pv)#GtVX!Ide&o@&F((E4+ zqu8X0%L0ewnOhjLSMklB_ET(vfEH92h*q}PWCchTxDL<3pNQf1i_kBc%DYMT^ph;2 zGew^6=41lr6}%Ii6HrorjvDF3M42oj@&Oy&ZePnU1djNrCPYq;?rsS*IQ&vuOjOqj z4cZ;8KyCdBdTe$LK=6Hv%g2|7 z{#Syp;D&wL%|?%)N2gn*-nJSYxsOJoAa~krtM`rfyN{B-Y_Ye0A+GnjLRguqFxjb{ zVg7(^ zV`TF8?$FJPiL759d+38d2-`Ua=a z+}%F?_4ZDh*t%U=jxqGp+EfwVmeXU!b~2Hh%sa{3&t$1gUXBv_m#UnsrD~5I>NXmp zqGjvA(H3tdRi4|#8q6i7vHl+b>Y0wRb9nkYuQwBmiJY&05_~PF*#a`jMV+KwGtYny zbV?!ftxk09D`mmkn-{UwumGpv8P;Dy+P)@_R5jctboqj~SY~xnhmcBn`UMuuZiH)k z&^SHSw)l-W-J$J21ha0#0;}7aC+%<9xO+3eW>KZBh$H9FZJNF`27bvR#zr{)L_yX| z!TzXpYXEkCJz1oj3ascjySuA6RxV%>DN30!#6mzvco*h(SkD5%;lRqm#)jh|+EDAM zkbdM!a4~mQYJDEmcot__l!Jq3F9q-52|g@TePl!K$ZdseG_4Ru0hOh%Jw+w9N%01W zpEPv?%_*`c6fF?{PRR{@$!c~Y?iANOmc$VdBtAWV7zT|BMZ4fm=@@e?JVJ6ahELkY zm;%wFOCn(>g|D`VW4pD75RV!*e#Cx~S?;)h^N=M=7Txo0%Z0BMrRZ?21HLL?d6`tB zpU0)sty4le`M`^~cUfZTYBh_(3w5y%N#CnV9{hff9y)ws*D~mUH58gnqu3BKwU0>t z5^KzVX*(BEV=7zw1^1dp%x}xb=opH+E?@wT(>O^)$bi7Ch0tYKa7o;q)dByQXwj#6 z#Q|Z~t|y4-H}NW)qf-n&xRw%#rT{nVnuVjZ5%8<5189%_Gy9-hsUA;gjd--}{$-6b z1Odi`femdk%a(8U?Kfbjysgb8KHqOSE@fyB;Yyuw@7g zemOa7bo1MZNceP*r9H&C73=FkIr-y%s3pfUg>6LM7$Ads7Gg`3ME@_>#3oOdgdx$z z=Y#L-r;>M+CT$^)Qq5znq|nQA0r_tZdAs|f=-PCJpLS*)^%(@Mv1>zJ!C-OSd5chD zyV-t-P;Flqva=MF#zVe@!64T+tdZU4mf?~9cHlhGW1CMhKH z2d_^yw2Hea4*4p&f2Hd?x&x`#wT*xYRQ%m5 z_|xF4$XpbtHy2y9UDjRhn?W!f6014LylzfI47Pr zGM=YIWsMQMqn;`ydsOAxBS|l%>}1#Io?Cb4QbSo^8&^chE;dPk`(d+gu4j4xtk!4+ zr;NRI5D5KpkRG3I`V@#!%P-SHQ?Yg1vw@12K7VYJlEDn?F@4fyM%h^ z=Mcq-K5_#&iWaF+`u12vql0KK0{m%z{eIWb*d;nN??DlJvgT?-I}rRk?H4J3Xae)S{eXjW$uz@3`5TiBj(SiO1OmlnnitHHU4J-|UpP!X zz3&dG#|HbCG@`=AWgM4RpOZ(4p=8Z|tS|0~g6H~PP?j3Rudz967$Dj2{h+XU2yZZm& zN9P!!e1yyJI#Qe{{Amg^8M5e$ysI&@dSe}lILaoC^l{xQwd_%MWoXzzG@JmWc;?0m z9@6a{pFJpqa`B;moM&9Os~j`&`OQh~GW1&Bk|{=Fle|N;vUa9*n2sy;Clw?vGk3x2fLXU@k1)3<$YfLN;l-Nk)i8kI? zu0eQRMTAxeF5sjxBM+ivp)v$|)GsE!c`rU5$0i>GHdmos{ zXp^ou6l9*^0vG}sUAspwA&0@Ae|6Muex<0Q{w@aQDYvD0QweXMz%Nu)zmuLcWJD{+ zx%~48dFeNQlY7sU(X|wpQhm_U&|Fn`_3NFOLr?HF9JPZI>jT;0)xtZTWHOz=aP*h) zhV2{MIdk2fSP0>D&nceu)sVM=p&g}PRfY5smKrHH?nP-*jx|?Ag8_8p=&r$UsoJ6( z=6=5jch+gwDPErHsqIe8p}1L z5h}rLBLpZ??ny69Cv{$g_5Hf`B=Ovkq|nxwa5-;?lC{i;zi|N@wa;d+;`In*zqVSV z<;o|2;|NXtEGa_+Jt|E=y=){=@B^PrA6r$HaB+a{=rUEFi;$7;2q1U?P2=FjI)0GN zMQuu7L)OlvDJgjMv%8EwcOiW-w1;wVw3|MP;#3Gdhz8`MiWp$RNNo*U@uUI%I#dFy z4sDH5cx$(+6R93WP00i*EYg!*h6T7)ew_|~&{0=i`ohNhiZa(xWoMUvkjJYok9>YI zgR@>{%oN3%vlRdJsTV>Z?>xW%1Xf+be%8uU%%%5Y=mmBKx(|^y zkCD)|a^9Opr4Jk-U&=;1mg%c&T!(~s=y#^W0>Z+JF|@NCy$YXOFrRzx9 z+9;=IXEX*g4P zc7!DPs(eTDebw-;DNYG!5JdTcCE8VE(�sZ@lYFjS>=51gd<@Ezg$tqlzzc;8Ie7 zV6sH+%;O4e(YfhGVaK4c%*xMLL?8cwWj4_KU=So=5HV*D<-6rEFE~M-DT!2ngsu&H z1Ye?1(V>?%fl7;ZK)izbxId>?WpyLI_XVoneHmd40lTa{Sg2tsSvNJ3m+zbF7Yh8& zAm+WEJdM2=_umGn7y=DV$3EU8)ST?!plB2l!GA7%)hgyS|9#Zmsq_n<_7a%_GV0OT z07ht8?#3eT27Xj=)N9xhMb8m`4WHoS$N`Et+nhuTI!`n|DE7LtH>%2#V)E3bpgEm5l+*>ReMu$ydx6tPL0g$CwEg@iaR z7j4r4dK;xIY55{@__YvFZmEz+80fBe^~Ow2amnLG4SfNZ_~M0pd3P9p+w7+~62x;o z4|+`zY1(xd84N++HO(pM+!-v`j3gLqP`yYFJP+zj&+<$hQS{78a%lxEOXTv;gcPjd z-nL}OfD2a|;*U>4)%XTFhIVm;pG0(SdBO0%reVW0aIX*UyT9^Go{(<1j>67HZ5=Wv z*R{hC1Vx{{K{d^vC$$NGy5Dc*IZh!+ZK%J&XK41-jN`UQ8idA`~oJ4)rDSut7sU_X5tj zMLuXYMVC)5cUo++TUh85rW0B_Hic`yMDL7VmbEE+d6w=r@RJ^YEJT2zB?M++`(EFx zu1~O}e~5alAClw%nzGy*xz4;L=ix8y;S{-xj+HUJGUfjP;at*`w*tFvFX9Hr00v-tIPDKZgpz_}PNZy%YMt@4& z<{G{Se*sT?L*MRy2fQE({NA=5sx?kH4oow>rtjlix59DRnxG7*{CXdvL;-r`V&w_4 zN}FC1W|SWpkuij?PT2FZ&IJn zR`P0xdHtT&c5PrJLufgs^wP66gXG4^{{}WKf0N(YDb#v@`~L*k1tZ(G*cHHb_)b{OQ0$pEpx*p#1L*J-?n^1iJLc37mwVN za#WkI&>_8kxw#$7Quqr$YwNY)UMl(--5<)c0IQu);vhkM+8j4a4XO1!7!D>>K|T}J z*SZ#~1KWIM1Z@4}tzU@rlRd}$P%{1Ql88YjVe{M-#5JlmZQ_eEl|>fhXwY#1H4-W$ zZHyLwA!zJ~TeWznkxz>QH9PV@Enq7S>fJ*`w7v8ka4J$j<{d7kkCBx2G{N$laP1q; za;w=yBpT*(M-sbT&DWVOwA-GiK-E=&b{s|zoek@Abt>o+pcT=!%u&=^_o`n4N7APe ztx^rzp*9OVef}~ll&S*^IVPwgX~3+$;##$TVrj%;COX3aNeSi<2Q|yg;i;BCX0fHVG*E>Sxdd)oms%qJaKeq8RnUe!uxXMhE>7q{M)C-> zJ4*Ae!^zV9Q%j^3(C_(#GO$d>b(U%kBf0>hzTRMB_1 zU*C-L>x-G?Dnu|QM`seIWN+~L%#q97M403rvg+d!vp!I%-pJKD*hn_vtHNVXEzy_@ zpWD%Ihmi$8Uf%`nusL`9=*oRj@Ery-Fc-;1iFy#F zql5m_l}%@Mfno_+q&WZX;ud$LCu`!I`dyVuJBEQ}uav=Z=)zMQWMlhP)}&HP>q{3i zI~az*Qa%dY@joL;V_+JtcH+0FEzuNx4TMR-&?|Etx4sS2mirI4&Mx_X^(1f2P$x*v z%vOtU-S-=?FA`nNPir){9@{fwyqs96iV8?de$Y|Db3rtoj4mGe76%-h`j!w+AZWwh zAZ4d=tEDEYJWg^?cLDrr{(hw(2g3mXT z{9-GLYDGkxcs^qLqIfL&)BKFXa~_oRvbcZ#Z7zdqbnRWQ^BC@b%SgJJNKoavaFZc4 zE?q9qxgWYF5KIQqOv0_d9+2bgy(?67Mu5J{yGX>P1qQQ3; z7*%v7vT<5SdP@Jq;~VmxSVY1wZ;sR&F42CiyA_`FS>KsBM=qc@Ptq z(WMR*w=?bzxE_}u?hY2W0Syng9+&G34;8n~D-TpPm$)kr6}L8F4;>$uAz=>{w`hP5 z%NmzbfDaZCHa9W~FHB`_XLM*XAT%{NHkT0%4-^A6HZzxTn-3~~cL_9zEk~V}_Z*AWJHHgsdU^lC?-=3#BG&i4akQEFnv>exrKd*Zcne z=X~Fpb7tnc@9W-vzw3U^c|?Ux%%m?MagHb*9F`~zkpZg!nudDj<`6Id2FuBS!LrPv zqULBK2KBdtS=17Lg(skKSd{}5O*{%tq}a6JL<-XohXpQrVE~9608vzdD5-$KfGijc z{fmghs{mSXZ!{7xlmRZ{uqXnvs3y+C7ms#!AyNwc^%oFBhyxHPR7vVrIB>xog-0Xc zSilfYbV0dODk9(*zzl~#qlmu$N+EXEg-G;J0fBscd}QE%?gSYe-ub+^6ySp20Ez*FMxd|+N{km4iNXVv@_?D1 z0buNb!u}>3{3b{Ne@+L0$Uy#1_a}Nk5gPj|7>+>T+&$n}Uo_Ska6)5HfU%B&43R{X z0^nHWJ`s+8A>b(SaBnyo19zkle)SFqbS_*1;FJ;n3`juW(H=yC3;~VV9}={mhH}o@ zSfnP--5rG`5}5b<(?a7>2+G0xg8sT+H!RKv>;E@&LSvCm`-338JU|v$w5JzJPwNkf zVq*Ts=8Pf&3Scl;NeK#|JOLC5;R4z(VeadJ`sIXw?3*c51o(U4JOC%kAgBPe6N>V~ z>`#DuqW~h_3l-ph(D84?41oYhG=c~?qMXrK=6|wN%qXYdm?8l@ngm#bDGG!D;Qi0v z|7k?P!7ynuJ1snxKgYmtPwBZMN9oI1Cz#GQknh`wtmP z5E%R)A7#xDZj=WJfg;UcE)->p{#{lZi@+iG*G*PI5rE_Ia9?IHMNzT}3Y4p->?IOK z`Xy!nB!k5fDIox5!~nnvhiBfuS*Q{Kg72GtBPaku{Ehbe0U-}S2mnGIfN}uH`2duE z2S6?dpaK9wAApq1?*BlFOhMQKkdhg90LlU&kH4Y3A_Y+tgFDa)gi;KD08)w({t2MW zM8Loa2fBe!au5$d3d8FFR0cra|3FzvbEE^1(wy%v_^*>kc;WGs2hpz`pgz8P#M>iWbDlhQ+NPp>nmTObASl{y!l4rh+p`MVTX*J??E9RHaUQ8wvvwM0%@~G%3B07j z@Q&Q11$GSyOJ=#)T=VAVnTuChYUY1%mNjxX^bb7OIIIx#E>xG9_-M(I|4OlvN>f*} z?50bjzIqe&GpYQ@tTWRqQu*W`Lk6_*fu~L#nib&7cMkWRGmPQMK^sm@tBoJ#+(auc zU2O>4k?ie{7YOV)vSMu`S3F~Xh~*7=wsnpPf6l(ll5`fGaa$H?BC}bHY%__tHpp7$ z!Ft_`Wk;PF?H(||G7>0du_sfnmQ^SKDqOt4NVv z)F>$6W}`6l3>GXZXJ%P{J!+B>;LSA9>dA0ym7o()V{G0RElJmqZY&=H!j|O&5ubwhWy#a5`=Dy5W z-jg&cBi$0ctv$tcQDqiE%BcC;oit5yp{vLEGVip>f)8phPZ9)4_oYB*m`%G^H4-&;^IsGs~GH$<)Q5X?|Ry5#s?eM zso#I?jOZu>zmlafP>KxenKp5A{!y^Cfv}=|xj4}yTF+{KG|gIa&9;!-FtX*mT!T$I zOiwnT%9*J;uSLh7wx&r{Gwm8sNV-QXQWELleFi{+qvszd_pF((F>{@qmhg@@)-^w$nNV!e{}8iA>xd_?Khp9j-6kBd%J5YwolZVzZ019d2dp_h@}7c zK3_Xe&&?8+ZF7w+y5j+sp1}eynSrp^oU#fCB@7q|aga&UvtW?=?IInHIJ1BN~6DBRJD1Od0v6R-aun<;o z7JDOqW`+7gO0fV={(+V1m~KcKOK;1bEpE;KEsZm`iXv}SZGC~Rev_+i2-o`EGgK(>Eeg$XVa|dY7Cz+Ty@`O zNEGO6lfFSCBIV?+Q*0OhVODY7Cw2XX(v%H$69=O(A?|sgii%l&@ zw_xmt*~rmP9ccaGuUcgy5| z&B3URrIDI}O76j_{OUVO>dBjSb?unysd057l=X4dF z4sn|K3H?yRO+PodcIhrA{lT1Z?zmq2h899-MY!U0rIa|mwHh@@A@@{Um0(QI%fu6q z#t_}$h-=grmN_1qcsE_XwD|Nxi#keUOPJxb6<=qh&9|50lC@d(`3fW9f;xhK5_6L( z56ayZ&YpSPAdrDFHVKGg<=JJI>q#Ns@v9`=`(zh8nEFojh@L+Dlkwu>J#*&N8m7DL z41u3`HMrY}Z`aNR$<>`S`GHk|292K6-t-b!nTx!oGn4qwaYzRgFbl?zd&TK%8mfBZMDJ?deDW^nrARq= zp+jfE*Obp<+_0U2-%?TWG={rywiHp7xSC0Q z8R9rT+4gv`v6U4uFOR=fBc+3R)kM2e%2JV|JIHxBmc63ei*_UZ$@iFZU)Grt-#Yk{k++=DVSP>nsztLN9df8+{M37TY+9k`J z5gOWR60<5>%g__i8AqtJQ(9d6A!pB|FET!LjJ-Nad33CQi?67AAvZ$pHmtpWat3<( zO2n~uao`iUSjq20BgbBWsa$(NyF0$2gowjJgGu%(x?vlgzE= zV5Ctv%>^ZT>K552r>Wg3NEaSZl=6fskr$M@dBeeg!?L4pJ_ZOaeg*JUPW-W}nuxreB+SYD5Ij_%5n7=yicq03fCliCjE!)U~ zFvDy=Wlr*Q(mW0{*YDDifE8XdUBgwa$QK705U4+Y0Cqr$zqf?U!@{`ijY_ifO-`S* zYDy0J@FEmL_-M${DsDvXKE6$IrVWC&7S;Z^#325*km~6Z#&j8&YeVS7mJ;8Why>j= zTjrIMW#`Pw<&fKfkKJgxgbpbbHTCCv3^NDBe&-9?v+@{xX!u1mVT<~RdBZm?c0I_a zH?a2SJ@YqTe_YYX^J*%TZa1;mEqBm68+9GQOB0J=ChDho^u!c1W~`e&tk-9-XGc_| z*-~MDdMFdAW*8&B|9F#e&r8T)1f}~^^7CF=7JiDP7Re?#Z#%?=V7oV;cPMVyGsW0K zYv=>;ijWYCLz`KQY`uiLnA6Tz^ zReRAdPW<@oO^9DE^66M4C<3qHr`wIXEIEDyW7o!YSGJFlH)q_9E%4TiW+3mY(ab30 z*zF#*qfD>quI9{rt@dbm0Vde=w8|FZef=MYn~&#xUbS40xO4;Z-j7W=x~)0Yu4eFl zm1#J4f1N=h$=RAy=c%<=?U!OU7p-q&BO3BNHa6q>+|K$8(;g_c+s|LlnOdd1KI^`V z=Y3C?bTvNQVQ473y`Q#Cxfxq85w5J>$t;e$0uHH|Tsn8TjrQ)>IljS^oWS&0#-Gbm zTZOp~Qpz-AWZA<=)vhK3zEo}DnG6_c{4~K zJ^871d49L~v?uMm%0kL30-t#ATOmIE_X2#5E03W9g1qLiSV+juCF-tItj}r;cTS#? zPaGbxy+2rb^jyrd-s^)V0tpG%&76)&`scHxU#Pm+pj_XU{5co)WVP20_2}{OiP5|q zf91-d7z2CbCdS~oDaBr%AbDAZdIogH1zCqU9T{zFu=6E&e5WwNjyLpL;yD+Qn(!XE zrEL>kMIDmHa`hVQDCP#gyibalTi)x##aV6re7%ZokXcU2s=*VDtU*hzu96Hw4b}J+ z{kZv*oI|I&-5U7$0;Gnj6!w~AICzMYf0lA8AeBtY3(B^2-Jqm^{a1!7;rvFGM?0Z! zf<`aL4<5_1-cfxQk=~`lO2rc&k@WUMI6!x!KjO|N(gRxNMiUy);j!9jBJ*}^T%ne( z)>hz_`dsu)!z+$Axk%m*EkNoL4=+}gC9jCTZsxh1Fgjs_{9Ze0;!z}iH?z_|f2c8` zk%JrmX4{#mxurHlEwt%`)|I#r*JE4~;Tz;WUbu7Elb@~phuO<-abnb-Ho8l8PRd^{ zAei5zSqZ3b^}s}p;BNR?IE%d)6Yf4yK3XG+r#_<9%weFx;_53dJ21(o94GJ3)yhF& zn=ZYLGF_64u2Wj2+9f+gOQ-79f6K2vbpCuKw0%g4DwOHYHMcveb7u&~Hq?1oyK(Og z-pRdAiK~dJuIO8q2B{_O52Es)>NIaq`Pk^)?vSR6yQ`8ZTg|#{5^qDF(-)FcEpqnM zWO=G257$wNx3P@!1~Ynxp@lHnsl#=Vi>uny+;PxGu`3l$%H^azAfIM}f1QK(tj@>~ zfRpOU6kyWtxNh6pT6E?!>})%afpJ-6k?@g-74x!;*vVt3)>rA4eU?Q1nDoUj@wLn* z7>vW#kg9LkS|JyxmA^0xqz66?Nud0X+kj2Zg+4_}6!2X##}e^#AcS+~0? z_UMx!^6rVBfw)G$_1H=~cnJ(~M1i3GA`0^}%f>=OOJ!a3W6$%jdO;eExL4g0AB-L8 z%^!1qSTzb{&zPOI?0pyZQfs+pnqJ~eq;%mEH59UA7=MlS-R6>te_ey6VQ8d@_ZqPY zQRIF?Ir4gtWyTPZDyTHQt&(zK>)k^Jw$fteTO ztM6-$G87*(U4ji+fA*)aD%Z2Kosz9Qot{|tt#Pr~avCzTICWFMD6?++EX&JGYdDwnwq5EZu_IS_9kmj^iz z7q_EX5TYNKjad*Bw^?}*ie8sRc@Px0So09#8<*qP5EQpg4-x7-mqYUq6}L@H5#UOf zIS&yPw?dZ@$2gZcOc4~f9ncYBCYLUk5f!(S_7OZAmkH1j6}RLO5&<2TefAL+xBD&< zARU*^5fT=+F-#JZ9GB)U5)>0MGcq{}FHB`_XLM*XATc>JGc=bG4G$CqGB7tVml388 zDS!6`P+Z&A1qwrOcelnNxVr^+_uw?pxVr@lPH@*iaCdk2;O-D0xclRrD>?W3|El+j zs%DQVW6GLy?QTj^B~=CyQ#)gzgq^K30}CTFFF;gYO`3%nz|73X$jrsfWDQWYGXVjeJ^qJ+hTp>3*`Ak)$<57;(a6S$(azCakd_|c27hw4 z0H^?+fR3&}Q@~#(0~CyGfd4Ly5uOsDW&v{gmqOLf%-PMz5eRq}Sc6P}wodOZF1DsX zN5Fe@fU2|{K+zs(`!8d;e;LpN{@ok^3nR;a>Hh8g7ZJ$zZ)YPD6FVDwBU=xUtvSF9 zWDNu;O2{!fyF1eZjBHK+GBmPwvVVK`H*z%sSsNL@8~mNR5kNvj8DR8Y;lJy1GI0di zJ3BEtfvo?kk?Aj*_cn{$nu^-l*Z^&vo#6kb4*U7ofD*zir+{@PB0HKxY64Gcz+cD>ne>006q1STOw+K!44{9{9JC zcJ=_X_cDM!AT!|mKX@-EBUd26+0g~)B#rb^;f63MV+Ba*EEl|nM3G~+u^X|pW{C{-sOJ-vA zev3H0kLKSh;QJ2!Z(MO(6FbwtmW`Ez6JX@%XygI^e%9}Z1K`E-zLlmx_rHf3z{F^4 z=lt#hc(2h1U}onC|9{uPa&iEeME(-}3vmLNKK(&l04C8th#SBp_6P9*n8g2!xR?P< z5`PdYfJy2PVgoQq|3UBZWdES|cyfQxdp!C7BJOuir9bGMQ{@kO=T!ZJ*a1vxf6zON z=6?~-J2Lu%-fJ-agWhW}`7h#l*O}N^zaPYZB<$>eNo;KX_<#R(LQJOrfGhwe;2(zf zYW_7N|224DIVPZusgaY#KVDGy8|hI|BXTW%~=d{t3kLm%#du{x5So z7sr3ly&IVS1HNbRCm8$t5mPZ!x){w;OiQ4(9@p(3Gx6^2 z{tx(0@9{VMpZmbX#qqsS&VOIr??d(<{P&v}2y_RUz%R|)neYW!)&#ZPSBVg~G3-sS zvLg*#hF`;K?uz5N9w-Nh@;_X$eUDfa>6+b-c-TZgW-WSaw9>+6w$k75PL1HjUaD(@ zGBe(x_kW&37kE5&l5=6*m+kD-F=VqfHOD?{QWqU`5pd>{Jzjz`(CJ)faC-ml=JROtd0p(&Pk3BK9 zQ8P6Up~o>DgH@m64fdKo=Ge`%Tn+STjz$Myz-4gb~qe?8E(w@1=Gz^o54}bJt$#X)R2AR#gH180Oe${&ms^$L>itG7Y z{TuX_o@AYQu9^H6Or%~tW)>TcQ0g<8>ky@HLLV$#mgp5)JIdMPd$u7IE~DC6Q_@%K zdP9*=dkv~3qqwM1jD*iiBgxiSQjQfm23z|D%L;Z`TE@m%;*t+uG&*7EgI?p}`+vQr z4Q!jZeCK--&rRoEZ#DV2yg(6*8KW`!<;+m&4!&P2k|gmAV&ie~@7*uCvt+U)-wDu{ zAG1qR0Y=iPpA~99cKkY5&RIG62!YAhC&`Wvjf#nm$E-s`F>yGj<%<7NGtw#QSPAlV z$+iN{LhDtX55Iu1--v`uYw#z>2Y)YL82MDs1E~RoPPHwR#2d>Wi9-H3eNRMNY0&!c zb8;5t6+fP&ow0pTiGb5EJD5}*2lOIJ4fiN2H|M_{)LUjkT1ZwG(ye|`$1+=#cG)T9Z-EZU^eP&PziSr>o_{QijANfj|1fG{$ZJlZY@U{XUu z%H=)#S28GnjsrfTE9}l@KFh@&nZQ@N`^9FvOwx#hl0sUKI7WSb4A|+T?6+Bca|LS+ z-ixCkDTLKWntaShl4(l{#%~X?7@{jU!-7BWO&xd9y0mjWdwMdU$w+9P)=E6$ ziiJulS00^8!9twGf^eNH*oip^VPpyK?`NMKObYS}H40K1kA2n$`;=BjrKw+4#4T1^ z1|gn^30wWaZAtAN0xI*#;~$|B zbz2EW)110U?0@nQ;lNs+#GEgm4vltYiTo%0l6ifWP}_N!dbI%vA}p79GD{|hrFMw0xVFnwSN;FCEH08n>_$L)pL%$7T_kC zzv_(Y%{@yhHtg^wQz(Q(^|%r8%Cc1s8pN-auInx|E$aHf7RTE?^(0WSq!)8LJy&Xf z?aNJglZlE~x%qtB&**P2IILit|#rn42D^>yvMop-ha%c>3F zO*X2fM}P7NAo&b~r;W>f+Aarh+N zvN$J@6DE$t<_s&n-T`)0T$w?X1ZmtUNw#tJO@Hi5`DOj*vH$@UHk@IsM^iyk?Ujk> zW1d#|P~{rvi9{xiIn&y$3UJu99=g|02df{jDjziQr~;)g&H`2mrElyrMQ#c)EIu|D z1A6H-p{ja+p%Gl(8ldD?p{ZLHX|m2sQtd@KTm7K3(BP*iHc&G!lsjH*aCw2eHu2;U zI)BrzoAG$Arr|5gWvyO4Il3NWSiJY;D#z*9L%sPje&kqQNTr;(z^vPmJ}n}zmt{7m zwJ+4*u16dJYQ9h1KetsEd_4P-w@NwE^g=V;r6v@M7nnNEh>2vxA_vJ>=hiR=G71S^ zmntuPJ-j0qjbbn~7r@7XsW4lkg;$HO5r3Bq@q7A;15B585yuR)6Ote>N0{MA?RMfR ziH)g4CiTCblGJwW4WO9M-3OdyU&-xu_1|N*bH`io9$OND;4;MaObEYnTM;tepIV<( z_MmuMd!wPnA{N&&mENzW@lmJJuqx^C!)@8#%~a3c!&`su6MbIv-{k$CxD}Z}?SIWM z;}qZ#j5W^z4%`_PD@-5(qCJU+O^(;FEhi%v{Kz9ryzgVq<4Ck6X({%1EfD8ZPCAtx%<@eQboPO z>6NftPIwR?DaqhF2GUv3$NLsr(603ZWYy86S3H}GvX^$v9=2+n4zR&Gseg-8B|vVH zRIDS$1$bioS}`a$Q&JOmoe-|GGXa+ff?CP!A(yxW{j*eCWX^i79qMeC!w$L4J>P&< zn>umE#HOm0IAMJ{$Y>Dt`*~s&sf`Wt{t7okO?TUM8-;4z_yI}m2hR(R&!~jqSBUw}a^^degT`IkJeAeJF6rA)`#KMhs?eAxhXXLa zR@Kzu@(p+m3V%aV&Xm#MjNZym6|{4H=AdG|xH!(kZfn%hoTPZ|lz&&|Rhn!Y>-v1! zHR1N-ww3A1RoJpgVB&4lKrT@@q~NZ^tyke^6LgS|#Hy(lA8d2%NcgE+#Nhtf1Z9hn ze340Sj^8m;-YMaQu`#iqEFD&QI;+EashJs?azJztYPTU2BpJNzFHAX<1v{qj5Nfxm z0|eMI{g0X$c?m`}MSleup<#9n7f<0^M97H=DAuQ}c(ip?K#WJMK)S`c;JXg<*YD|} z2rq9zM;)X!=5%6yG%X<5^S!GR2*4~Hh*>;pP#ERghjv7An0c{ zA~`o~y{YIk{|Jc~mvu%z^P1~KG5=KiL^iikcy}gdc2BywA>bVmSFF4M53$4hd=XF6 z38x$0>sus=7UkqhZ0VOe5^q(igkVm%!*q^YD*!!@a&`O7Ku;ZvIH#dI(esET9#QR# zoCpSAHg( zccDtl!-p3+a8!g}I0Jf^uA(9qzbFP!XgG2`cm%nRMYy@`j!;-e@AHwXN`}J1a#cqZ zhY&?vg@huK6LL0M=RWK-$7)zP30S)tuTOpl|G+)$U4Jvw`?=kK((C+ZQLP{ql_#Mz z3|7WX6|&}|M!V`GNL?iAOyfJ<8rV!6#gLd!9Aevzd)SIjeq)#;)is_3=hh@Gzc(66H-Y>!t^ z#MaOLQGbnTeyNE{>n(bAxL_@JMJ<|MSS>J^&#e^U^{#jpFZ;Br#B-=^rf?H`^2if7 zcLxixW)){5;5m4HW3>AqWjJR@fs=I0-iP*x0zVnCi7vGysh`0_?F_5=rui~G@_aDi zLdfyaxE}%rm*-hwdl(|Bj%v2jXStC)^CRpk{C_;xV~D`PS0?YrdeH(c)(rpIQBCYF zQa6$0-vm}e!_;c>{KBf!0YOm}?N&vYnri z1UHDHD3WKFhQk*YPpaiq6_7Z3Bm~xJ!v;vn7r4QJ-ouOI@w4XDiO>cL74ym;nlNrw zd4KV9i!uwLGU8W0tBX8$MnjqM3mf2!)U8#V!*6K>@yX|`PjGlTzkZOnIZLVs4ZOC? zgf1*r>m9p+Y`TB-%8eH0-fo%vkZ+vMu@a1vk}d~86gm+aR8|{29ciC~G38^fN}W?m zO~RUm#q0SQpd*q6Z-LKqe52zLpZbZ;s(;o8GuAY;FIsmVt=Oy^QaguHF>{Y}`4i0i zLEtO@x$tH!s~r1)ekVl7T%qj;{V48DOt#>z^U{><+aLTMjqb;$d(Uc(Uvp{PUz{8P z3YJZWrd!eX)N3Zt3*KMnP_(iZ+ET}lfQsD<0ZAPKLJ~Whr0I)X@G7qbVEVqBkAJT) zr)^I_Wo0?8<1>t<*2_--`xUTUy{Q6}*tq$Qd#T>vPkthlhrgTHog>*z(7J`R!~?df zT2{DA zhOAuPrMJB!h;I9ydxBTueXu*Qjem8c*(;5$g*wAEsqWieeq+!LrE*3+WO(^uRlLka zY9LSQOm1M(^bKkmpw=E|2kf%oNvlk{Qpr0AVoj*X~J6IXj& zSMYqpP1PSC5`xkWHK!0QB$`wR`6?K8(FY*U^xWio?c?z_R2%gOv>OzpHBhVLrOgk zifN6UjFx!r&AAEsjInsszkj%kbTS>}7UrInfJfxzcZBF6dcB4yYU~{`)qz`%fZEua z%2&OU$c16m9iNcDoB1YttjcoPp0X=r#8dCNrrG86eKcXxRICaLR!iy;J>#?KN@kp8 zhaWAQ`zodF3$-->tOLtWROxP4@OH(KZ1-&)h>w$@LQCN-K5?Ga>RUD+E)%*(&IlR{1=L8F#VH1} z+aa!BZ!5|aoqylu-`2h!L^&qU&WJ&T@rDd?6I(UEvI>30RZE3DrGHfZp?v@+-TZVI zRQpN%5K5+l%CSwy7!G@+N>O!yZ`RjAg2!Zt{QgI&iAgeE%Y15wsoY?`G4nvuXeU}k z+PX!*&cb<(N+708;UGZp6)LA~9ztnXX~CX6o+OQh}hG@|HF;4)V&im_QWI4Gqxa2-LNuPxt25 zBd!$9p~q?aGzYFRO!iSBpg?D~ad0@3X@_ngUUzQnOyrbn$O z9po};TR97NOA#gKQjZhCKY4*2}Q9Ud;>(ynoH__6vFRAHR`f%BL0*ukbqogq%_*ww+lc`Sh9+rCIc*4TgNTuu;C_ zF?^`27#I3H@r`0Hmpy8*smyhFM}uJFK9-YvF);N4D9zv^AuQ*OMNrw6I*}rnZ@kiz z`Ba3=og9*LR(~k{Jh-f9ZlW}gJcRO%l5LC6Mtq}DM`|C zXtwCdbb!^E!ThL$0$$uURD?Zp`Qv8_Bl7&xvj5GZ0MHr~r+5d}aF0*=sZU-!E z9m|nzGmCs3iY&TYxU#05#YmHllukh|?I

&jLiLNE`W{d4HY1=&;DB3KwXfYFw$X$&ABa8)AUmc>_;LAdx@{Tx11DIYZY% zoLj}tM_x%RB+>V9QAIG{iH*4_hBkT}nrk61G@u0Y1JmeE@jFhkcnnC0w0~-sw`i6x zXnyH$R5xZGR^RAADrz>$a#4waEJbTqd8UPV_IX+_?+1mj2Y=#@Xj{dwJC%5_M$0VC z^-5|%wvsMC9ABVcAyU;RAB4I7qD{f2_Ww#0D$q(eeA7XRg3e5RS_UH8`{G)G6_+eE zx~Wp;?Jo-@xIvHzl=ZG)nDWm3rV>!drOPk&8Q7Salt0}8jad8s?Lpy99War_?QJ1Z zO@UqQW}m}*G=FMdmZm_6Tx+~CP2{Qa^7cz56hHR7Cdg=-N;i_rlu--XtIjk~$=Vi; zcs03y?0Dmb2KTY+W4Gr?xt9e9`D?!tT#bzwOY zo?RcCN`D!sG~R5l@o>i?5oYmuf9TXP!i|$g=X}sH=Bq==k3$A#ec@zTaDv@4#~hvO zE85ylyz7nw0kV%8X||uxUVx+;sUZefFbkQMGaORa*JZc?O63CTZWFKZB^_3Mwt9k` zineA(6K4q7vWS$A+$gjAP&nXd3N2k#mnLOLihp9;r_kvOL(!5TBRp-tEh#XYHH9u#Br6^8 zhkwZ$Mwn`KKOrqzD#&Kq1u*QyS4uUG1+3Y~$mKa#a=}1-aR_o6CpJaLw2SX-EY!

@L*>*~bZ=2%7=Eb0S_#)B>w2+DJ&&#Nmq&W!MFV66Vy<)HIMwl5@N% z5w*9Z{nHE|5i>6`r}C|oYJ#uP8hFpLII(Q0}F3IId)wVkAFcSTDoCE zD*0F1o*c-yVUVR~26cP;(wPxO&Sf4Fl{}obE6@G=RFZfw3B!35+e8lO@b=ret%j+N zfq7CNi~J<955MSM8>(8DAu~q}k_X)GyM%mn*yn}+$j8@M+CTcMiTB&W_u2*&Z#zw` z$}926K&e#>WkXaJA~rk*o`0V+dRNouS`Y;?cQUy6H=(-}Lfuq{51|zcSH7*$*SKg4 zR6D{Mz^`m(x4(<JJ31;#u;`T+QWkv zV$gSTZZs7^LBwQzR)2k#sup3z0L>4F2~NL37Aw#JmwL!dVxDq3%(GT5@wGJ;fNJN# z$^%i=9s(#sgkDzS!W%SXZo%uF$bIFvGn!RQD~B%3j;Q^hAk&jQgwF>eiX+BpVQGC7 z(tP~@lmrBDA@Zvkj?XXxj+|p%qrN`uZBq<+`x_l0Lq%#ea({c_hLemkBneTs#y||H zyXeWbC?;Ow0-S{1v)!F|<1ChT+F;*NK4W;#*|5eh%wPP(Tf`C~nE`Ed^cRM|@?h*@ z(E*9f-wk*}iY{z_1!@PYYmSw~;8p0%Ych*b30=yhBm`JFey!A*Wh4)&k;KRx9Q_

2!mP5lwX4^F?s{316rPT16}{%~?;pI>y5bRs8~;=Z|u z3YxaIw`7*~juyn+K@}e76I9+G>R!PO`Y3|SDnq>dGC{?{)?n-5&}L26Hu_PX4SJc8AZK1Bnb zi3#1^&D^!{{Ug#2?2L~LNHIFdCs(HqADtbIz&!_Kk^*U*a7gFhmysZ1{D^~eprm+T4C4a1h zbikT(2$3D^yJ88&qyR2)DIF=23m)rVd3TQFGh%F3<=7;8utkz# z6K{7J5XBbop{5%<8C=Yj`}wEzj~#jJTKa_%f|<04HEj6Bb2Nr8Sx2fO2$UZ z5<~1Xpq0w&C|j#+@|B%Y#9qb+Dt~erB48w5CwJ4W2^X8JNhK)GGA$}|KS*20k4JC& zZOC`@@a;mizcNk!SoxVo#oA6IOa^P`*qvxc3FVtrLoHleY8{AKV*BTCwA1_b`f49paEUY9ZOIm)E{$iII zV;w$yV0aNa*p02j;ghII&$?c)D7Frj?{FD22gOs$=Sebm{E)!uD1WtEl=7mJ?XXWA zgYfu3Q)+P*$-4RhDbsE2d|p7+$LPLz+i#s9(G|(v1^AnI4b$gz{%CSm-{F`(c~L({ zgsF{zlF==|S1TSGEpJ_R-%qPJrH^A&nx*+xUJX>W8~2g)m}s!XOBpLYqymqo0{3aP z4XdbGcYeOM2$<}ooPYN4knu&<`9r6td z_yIyl1Vi?=viu+(`eX;+n^H)feC8=xS9k1wBpxpve{iga8W2B5Bp@h(UoxKQgb79% z6BOz6>J?*ec*(-S+Nd~%inHJ=mXJ9V4LvEpM_Rfe?p|fq`h)ra@d_*q0bRLgdZo z-Lm{T)}4!=#0ou1hOoYJ?a2 z&~qNqGl`lXz^ry)Levv8-c>VVnSL|)iWuJ4;bU5KCp+U*J^rNd7(`SnA%3)zC^2Yn zyM52uy<^d9DQ^?GB)4nU{VXT|rPm?x^E}IHc;q$02-{Qwb5-ete@pe%aCo+-H^2jS zVgy*?v-Jc{Utu9(k$YiD-D7G;p>%g(AkULbV>F`^EUGaE8HEAqFKYyHL| z?3OPZhtAw56ZTM)xx*?RA;zHnBajhKxQE19WY-vHv)w za>qg_Vg*oWS)&C<`(e=K&+g;xJz=MaNI_kfzX1ggR=VG5MR9C%R znhm>@zb#E;1jwGN5lW5nE6>;83Z%?@n5=94Az8gdJ69JjQ%YTpmN;!ca@MVWBQJ)V z_Nj@DTKbSqu{Y&2F|uSG$?TJG+(M#QyoGE(Wo%gaU{amD@UCJix>dIDhwY`}l7C?X zm~Vo#yXn$+y&MBb)8noMvGB9MO>RYTq4J0O@wgx|#$)i$Zg#95&>b?w0dazDc#!!c zwazK5<6nnb7+|Ebv$q({YZ3+{La^B)2z;bI>i+gY0S*|vK>(rqmn~rBMS_P|?H8Bj zM%emXJGz+Iy?!HsEl}?y(=RDjRDbR&)q`{@71?SB2nUyXFn1VY&AZ!+lsqP89aJw1 z1dy{@g5@M)v4?9NI81#D{Wioa->%-Cz~HF-_+UD%iiD?S+!s#M}^4q;d1 z-7w9>e+qJf(uXpV@Vqd~k&o?1KA;m`-)Swin%c`^;1R+7*8XzR?77&swSV%osharn zv&^S+(YR>vFtIlU%8y34v~(0Y1B9LgkXL-4)nHp#!53Xrg>@fGc_h{3N|_0hGMkjF zMWD!KZS<4fijGF$vywiPk(hQtasJE|5n{A~2{?RHM4&*5uZA=Ek{kioDSf4gSg1Hb z!2q$dsNc#5SYo(0U5=fd_J7p=x)JTZlwE%mNQLR3Yh=7|ciB$g*uH5|8rX4e&8h!% zI?5%s#G%bgi79_e!&y{U#QRY1#unxL4LUQwaF3ZOq(oXfE0RR_W%(nVqrd??qlY8L zcF^P(DI=P<1~DM;x5(j&sV__ z|J=^js1Y?ahe@ds&%mZ4OL$FrS$LUMw>1`0+?H(OXn^Umw$ZpAxuC!%#Y9d)<*9l| zJOguyB&lE&8vOmEFMmrzmO8Jos%Fe4cZ7n=HgCO+hNdv${pyk<4u%_Y6lT1s2MT+j z$#+6%n)++h5hBm?{TrvHu5Rbu?Pl4;S$S4EhUp((wagl*lRw4EgSBFiUA?%ogbW^{ zwol6kIiHo)IN?Rxh8PQSv4}gU_bW>Q;4&V#u4DoGC(Pl3i52I34hR zL1c}*Y+7XfZIskLw1(!NS^+IL11OYg;6qxHpb9J;O!5r>eNRIgG`!4i#O`d)9*BD4 zRQvTHSFOF<$A3kBO%aJRWlP86bz4>HmkE=Y8%ubZtr}7l9+NT7$Hj(IiB0^wDw!{O zVt(6ntGBLn1LO7UdBEh#KI5L8=nR**f};(rh?UjwbCYH`%K@?%f+#AHC5hG6QH>42 zgFLy?>RpCewOj_QMcR&^L6i^e5-eq@p`vdS&8Jq|0)M*3BdxkO>G*VNq`i{Xq*O{) zxKqi-v~?$58f@)k`xfl1Yr^Xs@$pPHxLCyA_?EcmJIyZq1RuP$UVn-m6&Cid_{=ah z@YL|?N_q#l>4anKjK-=Rd>lf=LAt0#CZ}b(DoLnxPthra-@UKHei=xXz3^h`> zg4jXJKB-L@^y%wYqW6V_(&ydWD3itRFdXq@3xCG>zyrPFK{7wotx}wiQ$qF8;D_J& zp~*BGZ02Ei>T;t9S)d^=ogZRf#`ei$i>18_%f~KzMO&0Fc$M8=e%oXZ5W05YJKw(i zqKPjlIE{u%F`*E44EGzDdOhPeWRX0g6n>t`p64wv_B!A~s0&%N{i^tlxo>&+m$j(-dS53%s{0591#Lq%1TR2j3w8oFRijJEqC z6L&Y{VF@fX7MwxywInF1Oz*7(NH?SaUOK$C^DxGP1jaq8E8xAmwJ%aA0p94Sv0!84 z-O-9|y~O6wmALo24*-R{r8Z#(yMK+d zhvh>|N|f%v@)5{NG*f{NlZZeX2+N1MX4O|Bm_uXP%O4yRYsfFLI+=ncLk|!hJxdNQaWy7;HfyH`lYdJuPJsTm6Nb- zoUOay>DXGc{>ama7P*h>Q;ygLlD~*_J$-hM2>;&8O;%#ha^ivY&WWeqUO)qRi~449 z{g3N{B!-YOD@ioW83h@bXMe_x9lvqWzLvZEWX5N^aulM%fHPDmOs-ZR0eU9qKON-WZQ%CfQP6JW}M(1rK6WEx*C~ zjN7FMcfP!7c6;g-3?xE}*7!~A3mbSv2mz=cS=t1abOM>3O}Fk9!hh_jsBB^hc13Vk z!X#xG@}>!+CAFEV_eWniwLCb_&We&Z5l*8wyqRiA3AN*|8yH-vFRFDBeoUd6*M1N1 zAy=dX5@Amot$ngu%@p4YXG$$euB3m&?g?~rPDVzT zRk{9#I+lc8hcEb=>VIC)2&IqPHJFevJ1{L?CTg(+ltu}BrckJxNA^er*i zQ!+`I*h&6n$~1QBlA*71lUbaDyC?<^#U>=2Gi(r=>|w8pb1r%;73ueUbQX26X$p@( zWSblY#b(mTv=_LE%GyBsivJhMa?RyqErxaKBksAMPa)L{)qmpj;c_2-Z9saTL%;(3 zDa7;jW^9wWqWJ;Rzl%I6HlshGKMyG~cuy41z5fD5LId+ri)#Jr{Hly=cmZ+HLkBpoO~038 zKNik~ePehfLD%iX=84UTZQHhO+c>eU6Wg{inIw~m&56y4JxRX2_xOHX5K23n27xmd?dY`8ZB7ZEN={{Z*!!B= zvXm=48*KNuoEijH!I1zLNVqY%5z|Donp&I@+NC@cL4aBA-XoAB?r%Km$I&v;3{I?c z^^3X+{+Zm987wfoL(8W)gF%a~NYWT-kuADVE1Ua@*KuxSWQiGGjyEyIQf7@btDVe$uc$O%|{FZ{?#m=%%#-?Y!L+C z>RAG5wGwaSdabW~A@mu5MAr5$K+w0 zTi&Y71Vhd=Ss#B#`36unOjT49N~Q6#W9*k+jCMYXKMT-6P(FYn8$H49Doqb*E3?{I z4+yzgq4*4>I`>JRK?3k_7E~q07s)ZfS7rikvochL*#{i7z2#Zsa3U<1m-2Dztqrjn zZnu9i{7{AFuiH0fCQ!E%+8;H>+K5kvA+F`Vd%YbK_m=@TFe>o?*)fw_ zd_Y~cq!w5gF6#asOeSl-6@piWZGWPU^JAgH{aXaQCL3z0nG?|&*Lhv!q;YQ!KQDHg zLpatlf%e1;FO&SMPAgSDpI~913rISM0TSwOa4;~1Ze9=f-^n$0!?#yb>k)HW+z}t~ z1Q{6=HEDY{!P0N8syAE;1TA!!TzNr-}>)f34ble_F&{MXHpefVqOznv1wXj zR8I9-;QRD2Szn(!ZeIW+X$T*$K-H*bQCkPdylVvCagQsK0v2{=NXb1N1 z7cN7Vl77t^HbRS@WOh71h57Zo>M{d84ao7Tk*}AB^PB+UQzpj#VZfXtURN5PT+2w- zZvDToLlw2tME$4rl_M}U6%8&7wfS}e@r%IyB}o}hgTkir$R2r~Bw!De3G8+Wi?vxf zMsS@2oy_T=0tGa9;&r%bGbB$8LaZ+r?u9)%zCX0XTzN#28vUL1>b?mFY=)82P2 zVt7+K<2z>Rwrk8No2?^GyJU*OCQ9bEFmp`jMRcuO5lk->m^QW~@(eL+7;%eODRDP-}(F2mKBR9E5XkKmQuDYKedKQ1%F6UJqaCOW#Q6ouW*b&b zlIti@`P{4B=6Kk)cYD*aE=YsX^RtcNR*gkt$|{d zoK=Awp5JY&Fx?6LAY~rCdPYv6_FxfL0lxw;TmVQlY?P8Wmh>!Hpc4IWgKF$SAejNr}Bb}kh6}b{XTXxY9 zKhYw*h{zB;h$^oOfHuCnD~Fn@W&XT)`!&KyY#YFWdET6jCV&+x@_UB~80m@lulPgH z{5DA}h_h>#Pw7J2Ucfgo!w6w2V20m*FgmzlQP7?dxYo$Xl}6n`^rBs7t?yJoBIEK9 zutxinttJmQNE;XEWO!Bj%g7s)wSHTSi?F773i}w1cLke4x&^%uiRCoM$IhHcIID=c zk)!_?eADA{FY6%x1&*%ljGr0Nhu`fc9W#Dg@xVO+;lYf5BPENzi4mhsdj%KAe__#t z=f?##;YPan|yY>4KD$vNhfn67LklE>kXJ1)-GK26-)c}*sAO=-d&tWY}hmWL| z33~0+Me+E8m8z8HXo+4*1#d;2^Ryh*x}91YwVzUK-QqWT@d}rRWMs`9YbgsxoSlMB zinRXG^&|i&vmP}vjq&-a3H#W^eV11nYi zUXwrL)=ar%=Ys6BDH^T`R{nj{T+w^Xo9@f3cuj`_UW`GESzOYpZjuL*TSFr01-Dnk zpb0MjfCfJ5A-KYFlI0YQmAgrn9ZlE#RS2~Y6?zOA{}=bN63Bou6A%&=VZ07m$t=`B zK2zdBw0yi;sDM-k{yh&R)F`C5=Q6s%r=xmxa1BQ&1QDws`M2hftM?_Ov*UaNZ2>j? zLt`8du(UStPV^&T-f1BYx&EANl_p3|^%)2*iPCkwG}d%#CrMEvBaH0@2j9$uQ$ed2 zkcT2F@8q`eWRGz(S)I@9WfEb}KU$(R5$wNpAS@4&+)W#e(gFXk(5g?(tIaK{bp2=x zL=Q1S7W^Y=O%=CIC2R-o`JVk4#(7f6$c^3@82U5Dku=p#6nWxfRaf4@)5UXMDbJ~e(32c^8=POWej%QB;***$9 zGJ(V>=k699hq~J}XIy@TI-kjB5&L54^ieIGyagk>Z{3790%@hEPp8Vpzkcc$>*09c z0(T(LAxbd-w}cB%MB7D-g-^WXS&!q&b^dygBh|43)AU$NNSb1M5+cxZg^9e?37zIc z9ai}KxI%P)Z}S&;d7Fm*))$##F`x_W4aHETORP5fds4q#ZRV^aTcA0SPb;&h-)H*k zK?@SGMo3|fxdrm1E7_xA9SP@zV#uVa0Xe(gkw!fn>?f;93Ouw=EUW?X5N#Pk-b)CiIzajAn7KKF<^ztZ)RHJ^D)Mt0iW|uFII>BVg9mh76Z%II zMI{+&mc#gmc-`-~n!d{V`y>$4=YMA#S~5%;1&=a^tcpb&-f-YPlPQF7UiiqMfj{Pq z|Cwo<0<;-%HI-x%eol?Gl&MQv6+`Ys{;vK(FgM_Uo^8YeeWD;;xnlB-*gIg_8wr!>)78Q#Ve{*V!E?B?Ybl60OO;c30?>Hf zW2Xf^NOby%LQ;SKMuhdbUp(FOE9zu4Zu79cvUrpo8f3_du@ge04%zH&%y^w zXP?YMy5`MM7r7qXehlkOVUlK|B$t$i8=i?Jdp0(m{Vl{`+NC)TwTs+3!qq=N=;e6H z+dSA%lRvuVW8J|qJE2S@Tav!W$VO0uo%=dVvCnq=L4eLQNOJw9Od%;-43gp!ABxVC zXCBBL3id0qyI;j(TwzfK2R@?f0TSqHlN`&R9oqJU$dxuiWp_y9 z>nZCgA$S$ZuNL+0x!@;koEUmI1tz{6d_k=EVI0ueBSJ=U}FOL8vamJN{^a9>3RN?bk&?&3LY z_)cu`SbstQ9c*$kBN)=;$XFsHsbV|-u`R@AnA;{Oiy3WjJ>w8ty274xu`IB0UER-0)tJR<-wZhLxG zSRbGOU#ysZ`yhth8~NcP-{_wCMjN~j6Z;x+W-&GbMmA<_=|_!bq~~L%!PGN0| z&~l=87xrxUwF^Nzu((|aWu>d3 zc#@nfg&nWqoDBVh1_E7!ox4n6wUwjHzfp@;RUL7-<4;F6rL>MSJd$_=!^!j`a7O44 z(1Ydg#uCC|g+5=6a{2}?aa3`@G@jtUh{SKLk=h%WRa)oYkUd>1zOAi@fjUc>ON>rV zkuJ2R>Wfl-Gg5G$xCokAGtO_RecE{m%vDO}9>J(}8sQvqT&1D?@S;{?I=^FQ@}{%b zJVT$M#n5RDz-$vPR_r!p!6aE&C0m$W05Zy%IBy9Jn~kw&qnUMbBostRkvA&zqE|we z(-yGiz$R--{n42H*_9sF**}wF^c?8f9@P~-<*9^%Ul#OESZD|s<8e75M5+y2WEj! zvBM95VjN9>?cA6D3r-l}TFk~XCLoFFZuI$%`OsUFUPQBwnHl1oL(5K*Zdy;OZ9LAW zR3>;;hr{Z@p}p|TYU{DUgv0$s3L#WN`P7z+^s9pYM zn~za@nhJ;7XZTzlW$ijO5^$*(%I-F9GHyn8-r_RB-B;&*bQ5!5Bf6%!w|16D?kK$q z=yTi}@R!oYFim<9{Q54{tlLb{gak3)VG^}~ATZBZpt!s@orbe?%gqCKLf7qj7^r&EAXL{IQ|>hJ0aV3^ zc$J($!qyl8r+2qP=54mKVj0%bfTOp?cQ@;)`p-O=@ygS&YY^{H?XN+uRtTFYf>hEs zLHgtt(GjSp?$c`XMI_O`I<{ThpQ{AdZ^HEplrHlDZ9bPJ!G56%KuIw@w;ePKtwuXi z`fo*(Ereo3-N(O%LKLkExtXt#r{}5qyC|9g;_)fvswK;ruUf%8a|tG9*pa3TragUs znz3ujF$;7;c-4Cy=LoZ~6d=lH9E)f_mV2Aj>|K_|NZvE8I?ZgFkI5%F1G%HT!g*O< z=7PB0{~>6F(DGh01MA&3l(E?AatPjpcbxyCDWzK}78+T{uFfJw#weK)+t1kVqXhOZ zxtQr$+rRuQMj+%z^U9?(JFn}#hQ^=_pxpoVVPTUQI&4B0x^$+zXV)}aS3Itme+#D% zmtMJ-7Q8;< z73NRwfYSsCssKAf2Dy|q)Jde?*(=w3Iz)8kCKS%G`-+&Uu2?SPsg9yIgtJjp)M?gX zh%Ui5oKMJfC6D~e2aArPQ;v;GwZC&Mcpm(Tccbe&B`2}kv%rH&ILZ-yg>t0|_D-=} zVJ4a-$#F>?w16%ePlcUICNO5`rHF0sAF9{v>=GshoRumHGs1+ zGjiH)>_6@{-~_Z~4a{XH+|^!6f9DiN_B_@R{Ys~FR+Gv^j4&%#4FoHFI}y{+0ndFr z4+3#J&|~DA9&WsjJL+M&461Bc4zn@7whbJ*i@RT~QWIF->NA={$_{tl9#U}$G)N1K z=HsVq=mMEF8G7cRraTLt%4nWxk^kUegs~z*^@88_Mg1dEnDGqZ{Ab(wyVZNC`%Tfx zb&|m}pxpi0+#YO0IVYKh@O~FJM{Z~}AbAQ=g=%}?c7wH~V_xhd?o<45&APjcV$UxU zs)aR`<0h$ANg7P=ZzIVwUn0X=P*y319LxQZb}|t8V)~{AH8UXofWMZQIMu$7dJ`%w zVmqCsTr0Z*|15@$_D^hP?)vkp*(2cds1cbnj5+e0UD5v6?G}`2&Q*p4OkiaG{i}|? z>H4~!Qgqs*)v410Doc4dO%d*clEP3g*psaNtYXlIj!gaxee}0uS*xt~X|z}Gcd7wH zBQzj_;!;iJRpNXt(#kyf0I%*ID>uZtR#F^|>v6hd7Fuz9E>)9=^PN2GpDmI3g1`*w zV_e6fs=E(M2}){(CZnKieorzcjPiVXZwRUQPJb_F9SA;oB`A4-KK-yiVhq>@ta@c6 z{$3jWOZRf635Uu8e5KD^Z<_6w7T76tssRwTA-S~fs{1H%u1$lB?&c)-xh7d542G9rb(zZ}j2e4M88&F>91m0Dmi zBbVXR1I%|K7z*eX6R zUkR-*VVlHil>U(|dJ2T~EyWTP@EvAFNq?3V zj;l{|+(?kQ|7-oNO^=vXu7D88nGWAwMeq>2u9a`;gb|>at{Gp?Kh*#Xt?Mn)FjMof z^%}f<*0v$m!1R8{sS%z52%r?Pj;r!HNb9Yq)W?-6C~NIozb!6>eb-2Sl{l;}wW*Q4 zq|ne=!dd4_mW)L=SmrLK)L5=kF4NX&$fPb75ZAjovPVoFqo`Jn#`K^JNh9s<-BOX& zn(h{6=yxT;)S7#Y)*b=wplQcME3x;@SKlhSAS4rVbl?=nCKty?3ey3?H0-lmOJJ+5 z(S^wHLU*N-X~nz9+GmGbHTEz>L;-lV4z*tD3%y2$+r|Ykuq+u*qk1d}*d47d_Vl+A zNCWZ*70GX${4RT*f#dd^!B$7<3dU!3N1jAhFKX7$Y<0U)yXwFaP;9m|$zN(GAI9&= znbCq2$Vk3o%u#tb60vgtLl$w1(FVVrD2iIj45vr=hi zb=J&aNs3WEiy~5Xff*%^A=rhO?m>DmG8`XG362ah-Dulnv{-ggF3n47bV>zQ*%ooU zB0_TUJ#mG}$zfo~L~S8Qm8D7vS{UY(D8XVFCLDI3oup#2u^vDt*BbdeZtLacIPdl3 zZK<)^2&o^@>uhr(_Vn76w+boTc(FdFWdRO#XlRA&Qzpkaq$|qlQSRil zPY<_xkm+`KfG@UAG;&&>FK*Stc^-9}YPMcZhUi;iwVkUT=A%z<{?Y3>h$%BX6h^JuSSrnjMxdTqka z>tQ>uW6!s*F;nkx{`6^o&WB#D`8zZ9ZwmLXH2VCsg$M!(2~kk;`76)*YY?j) z?(uX>p7^JJm=|sh{JSsMZK`eeQe+g>)b=|*-~?v2JN^#0K0o-@wZyGP72^4X)w>D4 z#raMNt_eG%`*YcCHUnV`1wN;RE85GKVK46-(C!ee0JnmeA)!LbG}l2UVjS77nBcGx z;r$GC<7@*6TW*&U3JiQbEMb>s_$Ne76FA7|cZV%AUcT3~0q$k5-ym@Y4;WGM#TNx& z#Q{4KfmGT8oVBBYPeGmVo$4=*m^)ad^qB+yT0JN%s@6}9=Z`VA)(#O6>J_hnC9Ho% zOa(@dBLtkP8`DEEvBB#)4NEcK2@~ddM~~at7Sb_~Yq-yeYfk=>aj`H2p>u*+Ot>yY zE?-hvCv2dj6*G6NMZlIpp~(UZU^naKe1YQUFcOq6PAr!a~%oM(>8^xPl0lABmqIY-#C9;;>^eD`jDTk|3p5~l2n zg^7Q*7n7G|OQbEQ;!xst=!usr$-{HMj?pcADK;<5=xp#P6fG7*()0<~`>L`9=m2}R z_qf`ybdvkOJr^sQHWC39af!B>^}aMv^j{qxZ^*(5NO`-7`mlH^O(^PQvYbb zvvbcE}HU^RhH&6uDaZ;&efHcfr_`TG#mUR z=2z%>`|U*;p38_uwd?!vMb?9a&-n!0wycPI?!n{Ma0qM2bZn&C*W&C+P05)E2(Gt$9j zOA>&8B9jq`_8L3xP2ylP6@%5sb4yh6+EHOIs^T|}j<>is5DU`I@wS;!A_vAhuqev3 z)Y?d}g;icvdDhx?h95ma+UzK(0uxo>J@Dl2P*F1)0Jw-K2^p%iWvI*jIu0WJWoXN{ ziu6k_yctR%NGGXeIi?JltS!ZWyRC+71X1+h&uQJHB|Jf4N~%kLO)%1i*=a;7&CzV?9tGFcnIN!&NY@_vqz7mtW#wn-NJ z&Oj_KBVPE;RHy8BdwfEvz3>ic8C%6bD3^(_+N6J^f) ziKP9?eB5|h`Ibw?5xBfeqapV7uR@)WeY}hcy_3UAP6tNbaY0{*fJ9eo4Km}?eeGOX zT=GM0TH}7Pnu_dKJtq^FGI~y$8YtID0s^+5YO!o}t2;5|MPxH6tI;veHN#!Etcg|= z@Lcj-%#Yo{UT`A?-uP=2gTQ;Fb}2yP_HiRrI~UEks=aDoBJct#i5Q!=l#vGE_v%E8 z+&ESML{#Y_+nfvAPSvmSP2aftYcBL0wvVkmPWyRsF%l0SPY~;jPFimY+c$hlV8Zf` zmzWjv2Ag{eUi$_=28<`S6PLU2Wl^$~#cLx$kLc3i!FD zAYz%4Z~Ie90#G8mG@Q!Q`TmGwpFZbx?T#P5F5g`GIK$kOZ>Y9`e@5T+!d*5mzv=bC znT$k^rP&Vv$YpuHmDESv^;E)*H^mssa)EYCHT6kneTpJ$px93mVW>ycbas9(P6u9N4KjpQ^Z=trRYffy11SYpYI}XfVJV!~1`{BWd5(b=F zkzLQmiG%?er!81gbCu#|=!9p(#C)Jmqgl(Mg3Pw|iV$S=<t5h(SyYRjrKJtq{Iy3S&K%DX5I2up&Sm(sfp$*XREHgQuuKku94u=m zC=}a#;RkQ*^CopB5`s;P|2o7UFnAvNqbGVRa&5xlUdY7zV4 z^3Xly=FnP_E{qmYG{Yg=U(n(uNFDeMsAO~pKmk0I&9HB%?LTcGJ0sZOrk!hTk*wJK zcQE42#Ky8XR@+8YqpQZ8RM?}^26sJT!}XYNYbG{?W(4#~8dK+@Y_UmEP;CjqHcFen zHM}kw3#SkueCZm$$y&^Dl*}49j_B#)j7W=xX~niLuF$klq+40N585f@ZNCM=o-&HUtQ z?0uFC31X)_UnQvkbNIIchBQxpee-((;UCpEX(CdTNO{u84|AsExZRsyEoC>?kdB={ zsNKMLN|IaTM&)09KJWq0g-s7lWNFrBJ9@DLWu1h!Y3bjo5C`S%&4D@j zt1u9R7C5T5;Dg)J7>!|aai1GbOb}Qfxp?tOGR>(_V#j2p6O(op4d{YeVH)0=_E%CP z)fkK_v8qQ=u@Z6#bxBa<mQr;nJI2D_JfGHtmm#yM<~ zGi4zYQagzkwb04kk>4g6_Ic(H@i7GAf;Y^L7%Vcdo>R|U*_oE}t7L;Sss(2AoXx@L zNBxj%fxRh&571mEYUM#79PNRR7rO}UEGqPDqQ9X-QPjzZYnshhwQXi5c*7J#4qy#_ zFu0Xxkz46KBIIkAX-UmtH}d z_DTh2*(pI6jccMa}JoNA)C~d=lzQX;Ky*e=f6kvw;A(n z4q{z3Hw8DMXQgYFhA$cCbxL6}Cakv?VgGj<IM3*u=s-YPbb5Whz2DyOF5swLBsgBPvNNl=zq6Bt@{eukHVgD&v; z<%kR}>LN(_k}1-&Dcc(7s{ne34zF@eZ1^`$0t=^`HpAh zx2+DcRbv#n0v2#;;)|)Ic^%YMeUIPDOSjSFf2IBIpnuFbor0f?_Bs4l}%DV3UpwUc*855k~8bl zjzMOevOQImmJ7)$6$|e1b}?!UO4I2x+if;{q}Q;qLB5qlJ4|ocETex~W)VZ;CrO(p z8-}TH!`eLZkHf(#ke^QO+*ly_aK!>I&5}e({0=pz;|PpMoJ=~u#%zY6GR&!sO+hX_ zV~;vl3u)565)O}MgNgNxe6zlih9Ve5Ol(v%uR380c;-W#{K0N!_M#4(;`>(!L`i|O zV;#K@MM!HQsKI^0*cq;Mf6GDfVhN!-F4>=Fdxq8^BnRJemVfm>+ajHTV&)2~%U=Z)>tA&n(X!ysy)&TKD=4F^|2Kw%lGJjkI$ zuqekLnGCm;BK3Q?7=o);WS+Ba9r=NJE{YcBWGUsc9mQ+DI;wNB`)_Ng9xiW#{)<`m~&fYOzDv}fVqu)$mAkOpqMaP zQgeE!-M{!Uv6GwM>;15^vmXn*{43<$famMX`OI2Xd+!~@6#a4F|B!kFtK;J-NmE;U zrIheeQ;Z>gx!4n0Q!z9LTA=xa{jE4PaotjYA+(W$JS{o;#MGaQM3?>H%*zj)*xudz z5~4g7!DyZ*s0d{Nrr!;my*)U-HwLN;)fX)LJ;eGBe3S+13{;~$qePu^JrsVZ6R%J` zH2%7Nb$j;_|LjLTp8>7xzqSg#2YT@KR!Thp&stu4`zx6wv4>up`%7=De-#iHAPFgz zasDFE8oD{TE&bSkb>&UVa1p4Y8fsvlF$dn)XsZdw>G& zv^it;q9?ZtRru!FJXs1TY+_?_C64(dfzfEfj&V}TDv-isj6VG^7h{qy_!YXpd!5tU zLcxy{@WT3eZ^PSAkf?Y>T(0$SY7BfmJ_(y1dw6*<=I!p~##N}FhTc9#TG;Kt-!tbz zuh?8k^dbhUB)Tkw*dG>(6HDd*qLlp@b4XA-8KnXIDYGOuc)B@_eN)QH?kg$jA1aC> z7?NooHVR}=4^qu*86>v4w_dgup#4!{7z6zxd`*gDF?J>UzGmzy>pIi@p$B~LlY5nf zzg}voNGuSbnt$?JDwwM?Y`nn|a9UOe(xnfD))M6>1qUE6ymklb4b*I}5T7N6P3>Hq zrKSI>*i8%O?Waio-l-U2b)QxHcgft{(??|e0Hb=}D#araS_$X?HFEOmF^ZUpmi*Z!w<<|{b3OF821G2P zt<6ZxVDhgdk=4c~c!|N@PMi|F0cjfyo(eh%^AnEw1xtmW0P%50k-3)SpSpJ$W zb!T>B@w+c@=gqs}z3(mp+%=Kg2{X{g{*uqz)5Z>ES+0h->%BvR*fNq}X*1;^0d{F2k56U3>RiykH<6a0jv zF7Rn*b8b+uv%njQN3y31t~Q`U?cZ`7OIVdd<5pOZRVK_#d4_0ff0oObIm5_$V;u?ZcS~ z)Q&_-5u*emD^^2e;@LA&*c3O|Lrk!B7Am`l3o@b6VnZ`lLr$sZO8lP>P#)*b6prR& z`2s@zcSmU4^Je3}$rUnyh+5=Ly--V`K@}zYuExhmPpQx#ytfZw5 zN$XBJ&(^IN(+6F0+mbQQ4?XXj0?Ct@CgQHiY8TJre>hLr=uXdz>{^)jUgqZPmV@7Q zO!qDSW^4jg{SWrnkwKjhbv+M^J$mP1a0M$!aLb(Uz>T9brUx+I4H^8?A*q=H;y%G| zUV9FcGI|JeZ)Nosh%FWa*CBG{L4?O{$oCYzd^Q6%eq9SAwnP5YZ&puh8fOX~%{M#h zUt?#in)cY+rGlK^Mep#4u7DTIF{of_S=@R}Spynk)grR=bUK!{8544!KdBqIDZDh5(y1rPgaLM571eLs3I2rZ5 zuYByjzZ1R0EGcCGVYhdYgu_JlM3KE2;S(NM;`m z8UtB}nGhKCg}tPYKLvyXTTgDR`Lk~K4$3YTnV?%x*w=dI#_ruiK6SnYBrnMD9}6sG{7AVAo0UqOTJbO0SV7&Azu z>WjR90JPvB`9uIl2Uj-W1RRu*@&(!Q01x1x^7JprU-%z*1Ofm+U$CX)sRSSj4x-5Z zGAWb;?!iGMc>qk%SFS5xM{*UQ6C6ZS_~nYy1(570t_A!72eFj=m$!82v;Z8yLEPnE zx30GVNFhMNRbTMSl>`DLT?^0!T{Ht6Iv#ufjUYhUvL+8h7s;EQj9gF2?a;O7>A9})z=20#Q!?E}Q1*g4o( zxj~8h0HXhe&HI2v4t5e|lK;#zKR-N^x{tF336qkkt(v<7Jd+{`8#6qUq>ZbaJIR+M z*Z)=IBH{UJ1#JUB1Iz;%I4v+^L|om`O$%Vh4>-UntT$&+lC~-=C=E-PV5*B^v>k>3 zXI%JyjBLrW+UQ>9=JWF%KiKJs!i$6LKIedQV8nq>Q=o#0vXMYya0s(okBFF|4ywe= zL?1kJkkE6$6+Nps7iP*Eg9r2Q402Caw|%3%K`Unwz5zoe0J6%<;3zXXOPVlYEQ*!e>v0)teI^<_}GnM%PJf@N$>;Fu|ylWdK%Nm2XLve*?22Na>F zX0G^f;*hte$BZBM_qzz!Wl|9TwpZi@fQR0&&n#aVT4-=iNN2a+JoPM8?0>wyI1hg& znvB`zZWAjV11}~XVf86OJN{IF6+P!2e%$;!4CC;LaX`LvdQ*xVCCnI9*xYazw#7PZ z&L^LD#-v0CQ#nJ!eaDWPLzQ-i!LwRW;j|BS50iSIFhkqp|9+6X>BEWQ#6|u+q1qe}WaV+N@YpOI)FAg%u6_>sYCwW{3=GpEE*B-(BD7jl&+&0|A&b#udSfRYKi9I3D~(jKdT6eqn*gA-!b2*YNc3b< zoy>+xqm)eFO_dYr%O_$qK-`Wy!@ZqcW)V3To;__rpuZQNA1aM? zqA9aEgEjyt=wq; zY2m)usOmn*9CmT2sA7V4!eD?bX8Gtd*xH-DB!HmXKD$c89U$O^<7zSWhD9hF_1Jh~ zqQkk+O&N1P+4u>wmyCWRc$}c&Vy8eIsLifrpY8j`A75D+sj$tMJ@(#98B_T?OfUer z8#^r27x9Poa(6-Dp)r%*P^0A!t#0vbl>mv;pTgaCS#nN+wZN^s6cNwoV5U(HmNg=; z=jad4CD%{ykSB+yK@WlrXgJ4h=wr_l?#G!(!LiLY5#^A!YtVJ(;_k5^pR=w{S(2;+Ms)_YnfgvoH5FMZw~u6bOl zK9r3onVe{2BS6Q003@J}696`l)c~GJ&BoW_zpGh`M304pjfCavqNqu*;U_kG@Zxj4|IK%yWV{Vawl%ct9>}IQDb60DTl>se)4N0ql zhKWRmArY;PipHMA85M$~9wxpSSqT|hNEVf1Uszlb@zC&gdvj&e^vLrE$Ls?t?nVSL zt_evk9#!Exfux!YS(8lAa4N-K3TiYtvPqvc_>DA*}#9|u51j6rOvs;UaCC|2La|$tWz#_MvU>Qzyp#5_h zCP{nMI3@!QOHez;Od1fAx^tX?3uRuBF1G(6Ilc4(k-r2Wmxiu|b8^p=k^D(py#)R`B9*Gr zIIh3h92!SyW_)?E640x{F0IiAN?-|0y=hEvn4<+qBi9~z@zzoT#wb$c zZhxDzhRahfNDF2uS|(+gV`V8EC3Tq-(U63fMom&7NVDijVcaE&=q#|VF3q+QJofu5&>3@8*y_Udw8<>cu0kY~FFB_q+UY`ASr(MHIdf{* z=)wRirdL{t6t4^v@OS(N%Bv6^w=@(Eo$(p1*I}O&`^puZ-=Ntwe!T0H+OUy1c9kdBzplML}KOP{1T*ur=*lnl7#;s D95;Ew diff --git a/papers/face_monochromatic_pairs/paper.tex b/papers/face_monochromatic_pairs/paper.tex index ec0bbd5..f570e4d 100644 --- a/papers/face_monochromatic_pairs/paper.tex +++ b/papers/face_monochromatic_pairs/paper.tex @@ -1041,21 +1041,45 @@ its colour is in $\{c_0, c_1\}$, so the corresponding Kempe cycle placing $P$ in that cycle's vertex set. \end{proof} -\begin{lemma}[Flank covering, $n_i = 6$; partial] +\begin{lemma}[Flank covering, $n_i = 6$; \textbf{empirically FALSE in full +generality}] \label{lem:flank-covering-hex} -If $n_i = 6$ then $\partial F_{i, i+1}^{\flat} \subseteq V(K_b) \cup V(K_c)$. +\emph{Status:} The naive statement ``if $n_i = 6$ then +$\partial F_{i, i+1}^{\flat} \subseteq V(K_b) \cup V(K_c)$'' is +\emph{false} in full generality. An exhaustive check across the +$142{,}812$ chord-apex+Kempe colourings of reduced duals with +$|V(G)| \le 20$ +(\texttt{experiments/check\_subcase\_iib.py}) finds: +\begin{itemize} +\item $9{,}228$ colourings ($6.46\%$) reach the configuration of +Case (b) sub-case (ii) below (with $\varphi(A_i P_1) = c_1$ \emph{and} +$\varphi(P_1 P_2) = c_0$); +\item of those $9{,}228$, exactly $1{,}314$ ($0.92\%$ of the full +$142{,}812$) actually have $P_1 \notin V(K_b) \cup V(K_c)$, falsifying +the naive lemma's conclusion. +\end{itemize} -\emph{Status:} The proof below establishes the conclusion except in a -specific sub-case (Case (b), sub-case~(ii) below) where the local -propagation argument from $P_2$ to $P_1$ requires the -$\{c, c_0\}$-Kempe cycle through $P_2$ to coincide with $K_b$; this -isn't forced by the local data and would require a global argument -through the rest of the graph. Empirically (audit of $7{,}930$ -$(G, v, i)$ triples up to $|V(G)| \le 20$, -\texttt{experiments/audit\_tight\_coverage.py}) the gap does not -manifest --- $399$ of the $7{,}930$ triples rely on this lemma and -all of them have a deciding face. So the lemma's conclusion is -empirically robust; only the structural proof is incomplete. +The argument below correctly handles Case~(a) and Case~(b) +sub-case~(i), and so establishes only the weakened conclusion +\[ +\partial F_{i, i+1}^{\flat} \;\subseteq\; V(K_b) \cup V(K_c) +\qquad\text{provided either}\qquad +\begin{cases} +\varphi(A_i P_1) = c, \quad\text{or} \\ +\varphi(A_i P_1) = c_1 \;\text{and}\; \varphi(P_1 P_2) = c. +\end{cases} +\] +The remaining sub-case ($\varphi(A_i P_1) = c_1$ \emph{and} +$\varphi(P_1 P_2) = c_0$) cannot be settled by local argument: in +that sub-case the $\{c, c_0\}$-Kempe cycle through $P_2$ may or may +not coincide with $K_b$, depending on the global structure of the +colouring, and empirically the wrong outcome occurs on +$1{,}314 / 142{,}812$ colourings. + +For those $1{,}314$ colourings, the deciding face for +Conjecture~\ref{conj:deciding-face} \emph{is} some other face of the +reduced dual (the empirical deciding-face count is still +$142{,}812 / 142{,}812$); identifying that face structurally is open. \end{lemma} \begin{proof} @@ -1084,62 +1108,57 @@ $\varphi(P_1 P_2) = c_1$. Hence \[ \varphi(P_1 P_2) \;\in\; \{c, c_0\}. \] -Now $P_2 \in V(K_b) \cup V(K_c)$ as shown, and at $P_2$ the cycle that -contains $P_2$ uses two specific edges of $P_2$. If $P_2 \in V(K_b)$ -the cycle uses $P_2$'s colour-$c$ and colour-$c_0$ edges; if -$P_2 \in V(K_c)$ it uses colour-$c$ and colour-$c_1$. In either case -the cycle at $P_2$ uses $P_2$'s colour-$c$ edge. By the -preceding paragraph $\varphi(P_1 P_2) \in \{c, c_0\}$, so the -$\{c, \varphi(P_2 P_1)\}$-Kempe cycle through $P_2$ passes from $P_2$ -to $P_1$. If this cycle is $K_b$, $P_1 \in V(K_b)$; if it is $K_c$ -(which requires $\varphi(P_1 P_2) = c$, since $K_c$ uses -$\{c, c_1\}$), then $P_1 \in V(K_c)$. +Case~(b) splits further on $\varphi(P_1 P_2)$. -In either case $P_1 \in V(K_b) \cup V(K_c)$. +\emph{Sub-case (i):} $\varphi(P_1 P_2) = c$. Then $P_2$'s colour-$c$ +edge is $P_1 P_2$. Both $K_b$ and $K_c$ use the colour-$c$ edge +at any vertex they pass through, so whichever of $K_b, K_c$ contains +$P_2$ walks via $P_1 P_2$ to $P_1$, placing $P_1 \in V(K_b) \cup V(K_c)$. -\textbf{Audit note.} In Case~(b) sub-case~(ii) (where -$\varphi(A_i P_1) = c_1$ \emph{and} $\varphi(P_1 P_2) = c_0$), the -preceding paragraph's claim that ``the cycle at $P_2$ passes from -$P_2$ to $P_1$'' requires the $\{c, c_0\}$-Kempe cycle through $P_2$ -to be $K_b$ (so that the $c_0$-edge $P_1 P_2$ is on the cycle). -We can rule out one configuration of this sub-case by properness at -$P_2$: $\varphi(A_{i+1} P_2)$ cannot be $c_0$ (since $\varphi(P_1 P_2) -= c_0$ already accounts for $P_2$'s colour-$c_0$ edge), nor $c$ (since -$A_{i+1}$'s only colour-$c$ edge is the spike). So -$\varphi(A_{i+1} P_2) = c_1$, and hence $P_2 \in V(K_c)$ via the -$K_c$-walk $A_{i+1} \to P_2$ along the $c_1$-edge. +\emph{Sub-case (ii):} $\varphi(P_1 P_2) = c_0$. Properness at $P_2$ +forces $\varphi(A_{i+1} P_2) = c_1$ (the option $c_0$ would put two +colour-$c_0$ edges at $P_2$, and $c$ is impossible because $A_{i+1}$'s +only colour-$c$ edge is the spike). Hence $P_2 \in V(K_c)$ via $K_c$'s +walk $A_{i+1} \xrightarrow{c_1} P_2$. But $K_c$'s walk at $P_2$ uses +$P_2$'s colour-$c$ edge (which in this sub-case is $P_2 O_2$, not +$P_1 P_2$), and exits at $O_2$ rather than $P_1$. For $P_1$ to lie in +$V(K_b)$ we would need the $\{c, c_0\}$-cycle through $P_2$ (which +contains the $c_0$-edge $P_1 P_2$) to coincide with $K_b$ --- but +this isn't forced from the local data, and \emph{empirically} fails +on $1{,}314$ of the $142{,}812$ chord-apex+Kempe colourings tested. -However the further conclusion $P_2 \in V(K_b)$ --- needed for the -above argument to place $P_1 \in V(K_b)$ via the $c_0$-edge -$P_1 P_2$ --- is not forced by the local picture; whether the -$\{c, c_0\}$-cycle through $P_2$ coincides with $K_b$ depends on the -$\{c, c_0\}$-walk through the rest of the graph, which we have not -controlled here. This gap is empirically inactive on -all chord-apex+Kempe colourings tested -($142{,}812$ / $142{,}812$ colourings, $|V(G)| \le 20$, each with a -deciding face), but the structural proof of this sub-case remains -\emph{open}. +So the proof handles Case~(a) and Case~(b) sub-case (i) uniformly, +giving the weakened conclusion stated above. Case~(b) sub-case (ii) +is not settled by local argument. \end{proof} \begin{theorem}[Partial proof of Conjecture~\ref{conj:deciding-face} via flank face] \label{thm:deciding-face-partial} -If $n_i \in \{5, 6\}$ or $n_{i+1} \in \{5, 6\}$ for the reduction -index $i$, then $\widehat{G}'_{v,i}$ has a deciding face: one of -the two flank faces $F_{i, i+1}^{\flat}$ or $F_{i+1, i+2}^{\flat}$. +If $n_i = 5$ or $n_{i+1} = 5$ for the reduction index $i$, then +$\widehat{G}'_{v,i}$ has a deciding face: one of the two flank faces +$F_{i, i+1}^{\flat}$ or $F_{i+1, i+2}^{\flat}$. \end{theorem} \begin{proof} -Without loss of generality $n_i \in \{5, 6\}$ (the $n_{i+1}$ case is -symmetric, swapping side-$0$ with side-$1$). By -Lemma~\ref{lem:flank-length}, $|F_{i, i+1}^{\flat}|$ is $4$ (if -$n_i = 5$) or $5$ (if $n_i = 6$); both are $\not\equiv 0 \pmod 3$. -By Lemmas~\ref{lem:flank-covering-base} -and~\ref{lem:flank-covering-hex}, $\partial F_{i, i+1}^{\flat} -\subseteq V(K_b) \cup V(K_c)$. Hence $F_{i, i+1}^{\flat}$ is a -deciding face. +Without loss of generality $n_i = 5$ (the $n_{i+1}$ case is symmetric, +swapping side-$0$ with side-$1$). By Lemma~\ref{lem:flank-length}, +$|F_{i, i+1}^{\flat}| = 4 \not\equiv 0 \pmod 3$. By +Lemma~\ref{lem:flank-covering-base}, +$\partial F_{i, i+1}^{\flat} \subseteq V(K_b) \cup V(K_c)$. Hence +$F_{i, i+1}^{\flat}$ is a deciding face. \end{proof} +\begin{remark}[$n_i = 6$ is not handled by the flank face alone] +\label{rem:n-i-6-flank-fails} +The natural extension to $n_i = 6$ via the flank face fails --- +Lemma~\ref{lem:flank-covering-hex} is empirically false in full +generality. So the flank face $F_{i, i+1}^{\flat}$ does \emph{not} +yield a structural proof in the $n_i = 6$ case for every +chord-apex+Kempe colouring, and that case must be handled by other +faces of the reduced dual. +\end{remark} + We extend the partial proof to handle configurations where neither flank face qualifies (i.e., both $n_i, n_{i+1} \ge 7$). The candidate is the \emph{outer face} inside $F$, on the merged side of $v_n$. @@ -1207,13 +1226,13 @@ Conjecture~\ref{conj:deciding-face}] \label{thm:deciding-face-partial-extended} The deciding face exists for $\widehat{G}'_{v,i}$ whenever at least one of the following holds: -\textbf{(a)} $n_i \in \{5, 6\}$; -\textbf{(b)} $n_{i+1} \in \{5, 6\}$; or +\textbf{(a$'$)} $n_i = 5$; +\textbf{(b$'$)} $n_{i+1} = 5$; or \textbf{(c)} $n_{i+2} = n_{i+4} = 5$. \end{theorem} \begin{proof} -Cases (a) and (b) are covered by Theorem~\ref{thm:deciding-face-partial}, +Cases (a$'$) and (b$'$) are Theorem~\ref{thm:deciding-face-partial}, yielding the flank face $F_{i, i+1}^{\flat}$ or $F_{i+1, i+2}^{\flat}$ as the deciding face. For case (c), $|F_{\mathrm{outer}}^{\flat}| = 5 + 5 - 3 = 7 \equiv 1 \pmod 3$ by @@ -1230,28 +1249,29 @@ Across all $1{,}586$ $(G, v)$ pairs underlying chord-apex+Kempe colourings for $|V(G)| \le 20$, every cyclic neighbour-degree sequence around $v$ contains at least one degree-$5$ entry (see \texttt{experiments/check\_v\_neighbour\_degrees.py}). Of the -$7{,}930$ $(G, v, i)$ triples we have: -\begin{itemize} -\item $7{,}906$ ($99.70\%$) satisfy case (a) or (b); -\item the remaining $24$ ($0.30\%$) have $n_i, n_{i+1} \ge 7$, but -\emph{all $24$} have $(n_{i+2}, n_{i+3}, n_{i+4}) = (5, 5, 5)$, so -they satisfy case (c). -\end{itemize} -Combining -Theorems~\ref{thm:deciding-face-implies-conj-5-1} -and~\ref{thm:deciding-face-partial-extended}, this yields a -structural proof of -Conjecture~\ref{conj:face-monochromatic-pair-on-merged-kempe-cycle} -on every chord-apex+Kempe colouring of every reduced dual with -$|V(G)| \le 20$, \emph{modulo} the open sub-case in -Lemma~\ref{lem:flank-covering-hex}. A stricter accounting -(\texttt{experiments/audit\_tight\_coverage.py}) shows that -$7{,}531$ of the $7{,}930$ $(G, v, i)$ configurations -($94.97\%$) are covered by the \emph{tight} subset of cases -(\textbf{a$'$}~$n_i = 5$, \textbf{b$'$}~$n_{i+1} = 5$, \textbf{c}~$n_{i+2} = n_{i+4} = 5$), -which has no proof gap. The remaining $399$ ($5.03\%$) rely on the -$n_i = 6$ flank-covering lemma, and would only constitute a complete -structural proof once that lemma's Case (b) sub-case (ii) is closed. +$7{,}930$ $(G, v, i)$ triples, +Theorem~\ref{thm:deciding-face-partial-extended} (cases (a$'$), +(b$'$), (c)) gives a deciding face for $7{,}531$ ($94.97\%$); see +\texttt{experiments/audit\_tight\_coverage.py}. + +The remaining $399$ triples ($5.03\%$) have $n_i \ne 5$ \emph{and} +$n_{i+1} \ne 5$ \emph{and} $(n_{i+2}, n_{i+4}) \ne (5, 5)$, but at +least one of $\{n_i, n_{i+1}\}$ equals $6$. The flank face on the +$n_k = 6$ side is the natural candidate (length $5 \not\equiv 0 +\pmod 3$), but +Lemma~\ref{lem:flank-covering-hex} is empirically false in full +generality (boundary coverage fails on $0.92\%$ of colourings via +Case (b) sub-case (ii)). So Theorem~\ref{thm:deciding-face-partial-extended} +does \emph{not} extend to all $7{,}930$ triples structurally; +identifying a uniform deciding face for the remaining $399$ triples +is open. + +Combined, Theorems~\ref{thm:deciding-face-implies-conj-5-1} +and~\ref{thm:deciding-face-partial-extended} yield a structural proof +of Conjecture~\ref{conj:face-monochromatic-pair-on-merged-kempe-cycle} +on $7{,}531 / 7{,}930$ ($94.97\%$) of chord-apex+Kempe configurations +up to $|V(G)| \le 20$. The deciding-face conjecture itself remains +empirically true on all $142{,}812$ colourings. The structurally open remaining case is configurations where \emph{both} $n_i, n_{i+1} \ge 7$ \emph{and} the merged-side