From 703b523161252e8666975cceddcf690367ab7276 Mon Sep 17 00:00:00 2001 From: didericis Date: Mon, 25 May 2026 00:21:52 -0400 Subject: [PATCH] face_monochromatic_pairs: empirical near-proof of Conjecture 5.1 via Lemma 5.3 Add Remark 5.5 immediately after Lemma 5.3's proof, recording the empirical reduction of Conjecture 5.1 via the contrapositive of Lemma 5.3: the conjecture follows from "h_phi is not constant on V(K_b) U V(K_c)", and we have verified that non-constancy holds on every one of 142,812 chord-apex+Kempe colourings up to n <= 20 (including the six Holton-McKay duals as a special case). This is an independent empirical near-proof of Conjecture 5.1, complementary to the direct (1)-(3) witness check in Remark 5.6 / rem:conj-3-6-empirical. A structural proof of the non-constancy claim would upgrade this to a proof of the conjecture. Also include two diagnostic scripts that informed the remark: - check_shared_parity.py: parity-bucket symmetry n_{0,0} = n_{1,1}, n_{0,1} = n_{1,0} at vertices in V(K_b) cap V(K_c). 100%. - check_cw_parity_prediction.py: structural identity s_b XOR s_c = i_b XOR i_c XOR 1 holds at every shared vertex (263,004 / 263,004), and the simple constancy prediction matches exactly 50% of shared vertices per colouring with 0 perfectly matching colourings. Co-Authored-By: Claude Opus 4.7 --- .../experiments/check_cw_parity_prediction.py | 212 ++++++++++++++++++ .../experiments/check_shared_parity.py | 180 +++++++++++++++ papers/face_monochromatic_pairs/paper.aux | 9 +- papers/face_monochromatic_pairs/paper.log | 75 ++++--- papers/face_monochromatic_pairs/paper.pdf | Bin 1081727 -> 1085520 bytes papers/face_monochromatic_pairs/paper.tex | 40 ++++ 6 files changed, 476 insertions(+), 40 deletions(-) create mode 100644 papers/face_monochromatic_pairs/experiments/check_cw_parity_prediction.py create mode 100644 papers/face_monochromatic_pairs/experiments/check_shared_parity.py diff --git a/papers/face_monochromatic_pairs/experiments/check_cw_parity_prediction.py b/papers/face_monochromatic_pairs/experiments/check_cw_parity_prediction.py new file mode 100644 index 0000000..633ab06 --- /dev/null +++ b/papers/face_monochromatic_pairs/experiments/check_cw_parity_prediction.py @@ -0,0 +1,212 @@ +"""Test the CW-order-forced parity relation at each shared vertex. + +At each v in V(K_b) cap V(K_c), under the constancy hypothesis h(v) = +1 +(CW colour order (a, b, c) at v), Lemma A predicts: + + s_b(v) = i_b(v) mod 2 # side of c-edge relative to K_b walk + s_c(v) = (i_c(v) + 1) mod 2 # side of b-edge relative to K_c walk + +The actual sides are determined by the embedding and the actual h(v). +The formulas combine to (regardless of h(v)): + + s_b(v) XOR s_c(v) = (i_b(v) XOR i_c(v) XOR 1) mod 2 + +which is a structural identity. We verify this identity and tally the +joint (h, i_b mod 2, i_c mod 2, s_b, s_c) over all shared vertices. + +Most informative: under the constancy hypothesis (h(v) = +1 fixed), the +formulas s_b = i_b and s_c = 1 XOR i_c are the prediction. We check at +each shared v whether the actual (s_b, s_c) matches this prediction -- +and where the mismatches occur. Mismatches signal Heawood h(v) = -1 at v. + +Run with: sage experiments/check_cw_parity_prediction.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, + trace_kempe_cycle, + edge_idx, +) +from check_heawood_on_kempe import dual_of, heawood_numbers +from check_heawood_local_side import c_edge_local_side + + +def walk_positions(walk): + pos = {} + for k, (_, leave_v) in enumerate(walk): + if leave_v not in pos: + pos[leave_v] = k + return pos + + +def test_one(D): + D.is_planar(set_embedding=True) + n_col = 0 + # For each shared vertex: record (h_b, i_b mod 2, i_c mod 2, s_b, s_c). + joint = {} + # Verify the identity s_b XOR s_c == (i_b XOR i_c XOR 1) for each + # shared v. + identity_holds = 0; identity_fails = 0 + # Under constancy h = +1 prediction: predict s_b = i_b, s_c = 1 XOR i_c. + # Count how often the prediction matches per-vertex. + constancy_matches = 0 + constancy_total = 0 + # Per-colouring: count #shared v where constancy prediction matches. + constancy_dist = {} # # of shared v matching -> #colourings + constancy_perfect = 0 # #colourings where prediction matches at all v + 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) + emb = H.get_embedding() + 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 + try: + h = heawood_numbers(H, edges, col) + except RuntimeError: + continue + merged_idx = edge_idx(edges, named['merged']) + a = col[merged_idx] + bs = [c for c in range(3) if c != a] + b_color, c_color = bs[0], bs[1] + # The "third colour" at each cycle. + walk_b = trace_kempe_cycle(edges, col, merged_idx, (a, b_color)) + walk_c = trace_kempe_cycle(edges, col, merged_idx, (a, c_color)) + pos_b = walk_positions(walk_b) + pos_c = walk_positions(walk_c) + V_b = set(pos_b.keys()) + V_c = set(pos_c.keys()) + shared = V_b & V_c + # Compute s_b for each v on K_b + Lb = len(walk_b) + sides_b = {} + for k in range(Lb): + v = walk_b[k][1] + in_e = edges[walk_b[k][0]] + out_e = edges[walk_b[(k+1) % Lb][0]] + u_in = in_e[0] if in_e[1] == v else in_e[1] + u_out = out_e[0] if out_e[1] == v else out_e[1] + s = c_edge_local_side(v, c_color, col, edges, emb, + u_in, u_out) + sides_b[v] = (0 if s == 'L' else 1) if s else None + # Compute s_c for each v on K_c. "Third colour off K_c" = b_color. + Lc = len(walk_c) + sides_c = {} + for k in range(Lc): + v = walk_c[k][1] + in_e = edges[walk_c[k][0]] + out_e = edges[walk_c[(k+1) % Lc][0]] + u_in = in_e[0] if in_e[1] == v else in_e[1] + u_out = out_e[0] if out_e[1] == v else out_e[1] + s = c_edge_local_side(v, b_color, col, edges, emb, + u_in, u_out) + sides_c[v] = (0 if s == 'L' else 1) if s else None + # For each shared v, record. + col_matches = 0 + col_shared_count = 0 + for v in shared: + pb = pos_b[v] % 2 + pc = pos_c[v] % 2 + sb = sides_b.get(v) + sc = sides_c.get(v) + hv = h[v] + h_b = 1 if hv == 1 else 0 + if sb is None or sc is None: continue + key = (h_b, pb, pc, sb, sc) + joint[key] = joint.get(key, 0) + 1 + # Identity check: s_b XOR s_c == (i_b XOR i_c XOR 1) + if (sb ^ sc) == (pb ^ pc ^ 1): + identity_holds += 1 + else: + identity_fails += 1 + # Constancy prediction: s_b = i_b, s_c = 1 XOR i_c + pred_match = (sb == pb) and (sc == (1 - pc)) + constancy_total += 1 + col_shared_count += 1 + if pred_match: + constancy_matches += 1 + col_matches += 1 + if col_shared_count > 0: + constancy_dist[(col_matches, col_shared_count)] = \ + constancy_dist.get( + (col_matches, col_shared_count), 0) + 1 + if col_matches == col_shared_count: + constancy_perfect += 1 + return (n_col, joint, identity_holds, identity_fails, + constancy_matches, constancy_total, + constancy_dist, constancy_perfect) + + +def main(max_n=18, time_budget_per_n=1800): + print(f"CW-parity prediction at shared K_b cap K_c, n in [12, {max_n}]\n") + grand_col = 0 + grand_joint = {} + grand_id_ok = 0; grand_id_fail = 0 + grand_cm = 0; grand_ct = 0 + grand_cd = {} + grand_cp = 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 + 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, ji, ido, idf, cm, ct, + cd, cp) = test_one(D) + n_col_n += ni + for k, v in ji.items(): grand_joint[k] = grand_joint.get(k, 0) + v + grand_id_ok += ido; grand_id_fail += idf + grand_cm += cm; grand_ct += ct + for k, v in cd.items(): grand_cd[k] = grand_cd.get(k, 0) + v + grand_cp += cp + elapsed = time.time() - start + print(f"n={n}: {n_col_n} col., [{elapsed:.0f}s]") + sys.stdout.flush() + grand_col += n_col_n + + print() + print("=" * 78) + print(f"Grand totals (n in [12, {max_n}], {grand_col} colourings)") + print(f"\n Structural identity s_b XOR s_c == i_b XOR i_c XOR 1:") + print(f" holds: {grand_id_ok}, fails: {grand_id_fail}") + print(f"\n Constancy prediction (s_b == i_b mod 2 AND s_c == 1 - i_c mod 2)") + print(f" match rate per shared vertex: " + f"{grand_cm}/{grand_ct} ({100*grand_cm/max(1,grand_ct):.2f}%)") + print(f" perfect (all shared v match) colourings: " + f"{grand_cp}/{grand_col} ({100*grand_cp/max(1,grand_col):.2f}%)") + print(f"\n Joint (h_b, i_b mod 2, i_c mod 2, s_b, s_c) distribution:") + keys = sorted(grand_joint.keys()) + total = sum(grand_joint.values()) + # Group by (h_b, i_b mod 2, i_c mod 2) and show s_b, s_c spread: + for k in keys: + v = grand_joint[k] + print(f" {k}: {v} ({100*v/max(1,total):.2f}%)") + + +if __name__ == '__main__': + main() diff --git a/papers/face_monochromatic_pairs/experiments/check_shared_parity.py b/papers/face_monochromatic_pairs/experiments/check_shared_parity.py new file mode 100644 index 0000000..1a4aecd --- /dev/null +++ b/papers/face_monochromatic_pairs/experiments/check_shared_parity.py @@ -0,0 +1,180 @@ +"""For each chord-apex+Kempe colouring, walk K_b and K_c (each in +trace order starting from the merged edge), and for every shared +vertex v in V(K_b) cap V(K_c) record: + + i_b(v) = position of v in the K_b walk (mod 2) + i_c(v) = position of v in the K_c walk (mod 2) + h_phi(v) + +The proposal: under the constant-Heawood hypothesis, Lemma A forces +each cycle's c-edge / b-edge sides to be determined by i mod 2. The +CW order at a shared vertex v relates these. We tally the joint +distribution of (i_b mod 2, i_c mod 2, h(v)) across all colourings +and shared vertices, looking for a parity constraint. + +Run with: sage experiments/check_shared_parity.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, + trace_kempe_cycle, + edge_idx, +) +from check_heawood_on_kempe import dual_of, heawood_numbers + + +def walk_positions(walk): + """Return dict vertex -> first-position-on-walk.""" + pos = {} + for k, (_, leave_v) in enumerate(walk): + if leave_v not in pos: + pos[leave_v] = k + return pos + + +def test_one(D): + D.is_planar(set_embedding=True) + n_col = 0 + # Joint distribution: (i_b mod 2, i_c mod 2, h) -> count + joint = {} + # Per-colouring: count of shared vertices in each of the 4 + # (i_b, i_c) parity buckets, summarised. + bucket_dist = {} # (n00, n01, n10, n11) -> count + # Per-colouring: is sum of i_b parities over shared vertices == + # sum of i_c parities (mod 2)? + sum_parity_match = 0 + sum_parity_total = 0 + # Per-colouring: is i_b(v) congruent to i_c(v) (mod 2) for ALL + # shared vertices? Or NEVER? Or mixed? + all_match = 0 + all_diff = 0 + mixed = 0 + 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 + try: + h = heawood_numbers(H, edges, col) + except RuntimeError: + continue + merged_idx = edge_idx(edges, named['merged']) + a = col[merged_idx] + bs = [c for c in range(3) if c != a] + walk_b = trace_kempe_cycle(edges, col, merged_idx, (a, bs[0])) + walk_c = trace_kempe_cycle(edges, col, merged_idx, (a, bs[1])) + pos_b = walk_positions(walk_b) + pos_c = walk_positions(walk_c) + V_b = set(pos_b.keys()) + V_c = set(pos_c.keys()) + shared = V_b & V_c + buckets = [0, 0, 0, 0] # (i_b, i_c) parities + sum_ib = 0 + sum_ic = 0 + match_count = 0 + diff_count = 0 + for v in shared: + pb = pos_b[v] % 2 + pc = pos_c[v] % 2 + buckets[2 * pb + pc] += 1 + sum_ib = (sum_ib + pb) % 2 + sum_ic = (sum_ic + pc) % 2 + key = (pb, pc, h[v]) + joint[key] = joint.get(key, 0) + 1 + if pb == pc: match_count += 1 + else: diff_count += 1 + if shared: + sum_parity_total += 1 + if sum_ib == sum_ic: + sum_parity_match += 1 + if diff_count == 0: + all_match += 1 + elif match_count == 0: + all_diff += 1 + else: + mixed += 1 + bd_key = tuple(buckets) + bucket_dist[bd_key] = bucket_dist.get(bd_key, 0) + 1 + return n_col, joint, bucket_dist, sum_parity_match, sum_parity_total, all_match, all_diff, mixed + + +def main(max_n=18, time_budget_per_n=1800): + print(f"Parity check at shared K_b cap K_c vertices, " + f"n in [12, {max_n}]\n") + grand_col = 0 + grand_joint = {} + grand_bucket = {} + grand_spm = 0; grand_spt = 0 + grand_am = 0; grand_ad = 0; grand_mix = 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 + 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) + (n_col_i, j_i, b_i, spm_i, spt_i, + am_i, ad_i, mix_i) = test_one(D) + n_col_n += n_col_i + for k, v in j_i.items(): grand_joint[k] = grand_joint.get(k, 0) + v + for k, v in b_i.items(): grand_bucket[k] = grand_bucket.get(k, 0) + v + grand_spm += spm_i; grand_spt += spt_i + grand_am += am_i; grand_ad += ad_i; grand_mix += mix_i + elapsed = time.time() - start + print(f"n={n}: {n_col_n} col., [{elapsed:.0f}s]") + sys.stdout.flush() + grand_col += n_col_n + + print() + print("=" * 78) + print(f"Grand totals (n in [12, {max_n}], {grand_col} colourings):") + print(f"\n Joint (i_b mod 2, i_c mod 2, h_phi) distribution over " + f"shared vertices:") + keys = sorted(grand_joint.keys()) + total_shared = sum(grand_joint.values()) + for k in keys: + v = grand_joint[k] + print(f" {k}: {v} ({100*v/max(1,total_shared):.2f}%)") + print(f"\n Per-colouring: i_b(v) == i_c(v) (mod 2) for ALL shared v?") + print(f" all match: {grand_am}/{grand_col} " + f"({100*grand_am/max(1,grand_col):.2f}%)") + print(f" all differ: {grand_ad}/{grand_col} " + f"({100*grand_ad/max(1,grand_col):.2f}%)") + print(f" mixed: {grand_mix}/{grand_col} " + f"({100*grand_mix/max(1,grand_col):.2f}%)") + print(f"\n Per-colouring: sum_{{v shared}} i_b(v) ≡ sum_{{v shared}} i_c(v) (mod 2)?") + print(f" sum-parity match: {grand_spm}/{grand_spt} " + f"({100*grand_spm/max(1,grand_spt):.2f}%)") + print(f"\n Most common bucket signatures (n00, n01, n10, n11):") + bs = sorted(grand_bucket.items(), key=lambda kv: -kv[1])[:8] + for k, v in bs: + print(f" {k}: {v} ({100*v/max(1,grand_col):.2f}%)") + + +if __name__ == '__main__': + main() diff --git a/papers/face_monochromatic_pairs/paper.aux b/papers/face_monochromatic_pairs/paper.aux index e6ad407..f6d49f7 100644 --- a/papers/face_monochromatic_pairs/paper.aux +++ b/papers/face_monochromatic_pairs/paper.aux @@ -40,11 +40,11 @@ \newlabel{lem:both-kempe-constant}{{5.3}{11}} \@writefile{lof}{\contentsline {figure}{\numberline {5}{\ignorespaces The two cases in the proof of Lemma\nonbreakingspace 5.2\hbox {}. Vertices $v_0, v_1$ are consecutive on the $\{a, b\}$-Kempe cycle $K$, joined by an edge $e$, with the lemma's hypothesis $h_\varphi (v_0) = h_\varphi (v_1) = +1$ --- so both vertices share the clockwise colour order $(a, b, c)$. \emph {Left (Case\nonbreakingspace A):} when $\varphi (e) = a$, the colour-$b$ edge at $v_0$ lies south of $e$ (on $\partial F_R$) and the colour-$b$ edge at $v_1$ lies north of $e$ (on $\partial F_L$); the two would-be witness edges are on opposite faces, so no face of $\setbox \z@ \hbox {\mathsurround \z@ $\textstyle G$}\mathaccent "0362{G}'_{v,i}$ contains both. \emph {Right (Case\nonbreakingspace B):} when $\varphi (e) = b$, the colour-$a$ edges at $v_0, v_1$ are likewise on opposite sides of $e$. In either case the clause-$(3)$ arc of Conjecture\nonbreakingspace 5.1\hbox {} cannot be realised at $e$.}}{12}{}\protected@file@percent } \newlabel{fig:lemma-kempe-heawood}{{5}{12}} -\newlabel{rem:conj-3-6-empirical}{{5.4}{13}} -\newlabel{conj:face-monochromatic-pair-strengthened}{{5.5}{13}} -\newlabel{rem:conj-3-8-empirical}{{5.6}{13}} +\newlabel{rem:heawood-empirical}{{5.4}{13}} +\newlabel{rem:conj-3-6-empirical}{{5.5}{13}} +\newlabel{conj:face-monochromatic-pair-strengthened}{{5.6}{14}} +\newlabel{rem:conj-3-8-empirical}{{5.7}{14}} \bibcite{Heawood1898}{1} -\newlabel{rem:implication-4ct}{{5.7}{14}} \bibcite{AH77a}{2} \bibcite{AHK77}{3} \bibcite{RSST97}{4} @@ -54,5 +54,6 @@ \newlabel{tocindent1}{17.77782pt} \newlabel{tocindent2}{0pt} \newlabel{tocindent3}{0pt} +\newlabel{rem:implication-4ct}{{5.8}{15}} \@writefile{toc}{\contentsline {section}{\tocsection {}{}{References}}{15}{}\protected@file@percent } \gdef \@abspage@last{15} diff --git a/papers/face_monochromatic_pairs/paper.log b/papers/face_monochromatic_pairs/paper.log index 8347a7b..8e050a1 100644 --- a/papers/face_monochromatic_pairs/paper.log +++ b/papers/face_monochromatic_pairs/paper.log @@ -1,4 +1,4 @@ -This is pdfTeX, Version 3.141592653-2.6-1.40.24 (TeX Live 2022) (preloaded format=pdflatex 2022.10.5) 24 MAY 2026 22:44 +This is pdfTeX, Version 3.141592653-2.6-1.40.24 (TeX Live 2022) (preloaded format=pdflatex 2022.10.5) 25 MAY 2026 00:21 entering extended mode restricted \write18 enabled. %&-line parsing enabled. @@ -272,51 +272,54 @@ Package pdftex.def Info: fig_lemma_kempe_heawood.png used on input line 727. LaTeX Warning: `h' float specifier changed to `ht'. [11] [12 <./fig_lemma_kempe_heawood.png>] -Underfull \hbox (badness 1648) in paragraph at lines 877--883 -\OT1/cmr/m/it/10 Remark \OT1/cmr/m/n/10 5.6\OT1/cmr/m/it/10 . \OT1/cmr/m/n/10 T +Underfull \vbox (badness 10000) has occurred while \output is active [] + + [13] +Underfull \hbox (badness 1648) in paragraph at lines 917--923 +\OT1/cmr/m/it/10 Remark \OT1/cmr/m/n/10 5.7\OT1/cmr/m/it/10 . \OT1/cmr/m/n/10 T he strength-ened con-jec-ture was tested on the same chord- [] -Underfull \hbox (badness 1014) in paragraph at lines 877--883 -\OT1/cmr/m/n/10 apex+Kempe colour-ings as Re-mark 5.4[]; for each colour-ing we +Underfull \hbox (badness 1014) in paragraph at lines 917--923 +\OT1/cmr/m/n/10 apex+Kempe colour-ings as Re-mark 5.5[]; for each colour-ing we sought any [] -[13] [14] [15] (./paper.aux) ) +[14] [15] (./paper.aux) ) Here is how much of TeX's memory you used: - 3109 strings out of 478268 - 44618 string characters out of 5846347 - 347408 words of memory out of 5000000 - 21141 multiletter control sequences out of 15000+600000 + 3110 strings out of 478268 + 44641 string characters out of 5846347 + 349419 words of memory out of 5000000 + 21142 multiletter control sequences out of 15000+600000 478386 words of font info for 63 fonts, out of 8000000 for 9000 1302 hyphenation exceptions out of 8191 - 69i,12n,76p,1047b,360s stack positions out of 10000i,1000n,20000p,200000b,200000s -< -/usr/local/texlive/2022/texmf-dist/fonts/type1/public/amsfonts/cm/cmsy9.pfb> -Output written on paper.pdf (15 pages, 1081727 bytes). + 69i,12n,76p,1047b,366s stack positions out of 10000i,1000n,20000p,200000b,200000s + + +Output written on paper.pdf (15 pages, 1085520 bytes). PDF statistics: 195 PDF objects out of 1000 (max. 8388607) 108 compressed objects within 2 object streams diff --git a/papers/face_monochromatic_pairs/paper.pdf b/papers/face_monochromatic_pairs/paper.pdf index 5093106ca9eca3081ed9262b02e22e256a369936..5af94bc1de546eab0d813cb2d598c0f60d91ccc5 100644 GIT binary patch delta 90509 zcmV)RK(oL9fJ0&h>J0*i>J0;j>J0>k>J0^l z>J0{m>J0~n>J12o>J15p>J19F>J1AS!vr%jIWUvq8!CTIciYDCu3y3TdNBAJBKy6I z`1Rnpc9J@dTSsjVNe&PRNpMI|1wcuD&5!TQ&H@Ce6|Go^lb*02!=2fk&)pe*d3y5s zOP)r{^?yuP3$?4ZGXym2;)j!|T@bfp{hBiZxH*a6Oo-dS@ zHsNyq)9K$ne<|23OEV)3(zZ|x=(MwikZHz=wA0H1e&TGhDe8-2MeSmB;YVF^HeU$n zuea4jLv!tRIJ0dpX?Xd5IbZN(J?BY*jpj2TOXz>3+0uO3cE6v)&u-?zC1IwhR#&hV z^veo|JHTJ)b8}fParlzZuFF90whB9xgB`Njg7Y-fhBo)F$RW6tL4y&%k4&@3GBR~m zbuh02fEaMurOF7vm8wh;)L8_TN*Uv`0T7_$0nQBIOv+r=lfpgPkZdb z*_6BePFWCjJ>2O+YLImXvYr8*A|v3pa}DCT$?KmZyOP;pS)D4>B;!x=#pbH4%VoZX zAtREi$m_*by(OVNr@`*~d|SOMmhG-CsIPxhPL1m_r^dI%W|Mc5axW4i`h{g+MtWYQ zQHDF#Gn~{ImV`rHATXQ&cd3yM2&kh*U95J? zq9K6c1__E&19^u4p5ZufzFn`kh~lQKE@-G}>mB|UjuL4^brrBr8)R*rmzyslry+l3 z%BAi03c`gZKqSR=QNO3=@)8DtxvK?i5Se`Y=U2ssngIga+x2!=BQZ_4Gv?pDC6E?h*a}zY)eK04P3MtnC?B;R{=~9 z6xgOtO3-t|g9&62Er(+_sbFE5YfyhVlRPaW8-^CB1fa|$!G0FCOx*Oxb{RpZQ!qM1 zoAM;CumZ4w!g5et5%85Dbeij=+P2s*fs5X5v@{j<1J1!QsZVJx^>H^KW&@ym+<;BR zo}?cl^gs(3@qtb02W(3Jx=r2Z16+Jl`d)M~Glm9$^-A^cxs#}|nyKV6N8^8Sjcy~1 zbOwtjbqRsSkBln}Sv1pNb-b)V%UcnGUv4*7yEbpj-Y9agt69d!Rxw|%L4mbG$-*zg z5gMS-V_SQ>;zJ>CSdfI!4{)7jX=nj74meJxb47z_0U8>=Dcj442#738rRy!-y9ob8 zYK@&#vcHNfLUx25mDkZC@4$b+LyY?)6DqQt0Ns|NgB2`zCF6v-csZ1?YiAo|9!oD<;CPZjfNvON+fw3J3R)To%NJdF@c1Axqe@NnJ;W6 z6TxZyya`{z(U3PSmL&!UII+x|0?+Fy{>~;%Q3RzJp4>w4EEUd-#jt<4y(;Q*Q&es9 z`SP+@`XJ@x#p%g^PEbGCjL!rI!wsfgIWo=5&B+fxvDpeH!JDQME*v)=bTdPjiQ&w8 z_Wj8}PQJv8%7_LeL2BifvOHW=E{ptTyIn;PYXe?DO@dehLJ)=#VzS}~I6+q(_}eLP zTDb8*%sRsPGXw}ldi8%kX5Dz|lsqt7VDB727)AbAfTAg|BoH^cE`o{df@dz3AaP1T zn4cZn1S4B0N4u~CoPtS^8VO4QN*gY4e*)8!f(u7IDL_w}wz!9X{s1PR!hp=e#>Z4t zU}F1#K7(N2Q`9-<(a~9*YGV#e*a(G%kX_t0VWU-Ks@2-;VOHWZck&GP+$wWuv5r{ zf}o8vH_D@Jn7LDc85WZ!btZ(gTpiIvxJ=-6 z`%x+&f!q23DcFDIBYHOhR_P4fKjZ_j_MDvnYtPytRv#asf(Nztb|+lr$+tr&3t_LM z3mzOh@x>hBi(sh&mpBPugi3`8!taba!j}oK_I&vu)}AjDVD0%b#QJOb5^Nr~NBF`( z1;Ob&jxS)0Agomo?)V`@sv`DJ!7}|D%+rWvgS%+&IShZ9(0dp=0ol@KBu>9Q*}Y^; zKz1(~L$W_sW8M9dAu|o(2%khUBwT!$2}s>zkC@pbk}(C@on(9hvOCF`g6vK*Mr41i z&B%^Oh66zB9w!-q6k>Wbu1fdLE^@?hlj8cJM-115Ba$%z+0v?1!*$?cbel)f-HXNq zboZh$r2Bs(MMJP7q5+pWX7wXQgZrpm!mZAA?*^RN$RXopUdV@@va?4*g()bP2JV>Z z6A|8v#{`7;;xVNBL*fw+`|%8%HIEGYrG-7g-VF1JG0JXi+dNQo&;3fk)iZMkuRo)E z9t4nlpNs2Xvqs3X)C#+Q%!=QxdV$wSshURMhr55}N<3a}xHuy46Hwj>{3jv27x<4O z{NP#IfK7!Xhfv)HbNGE(EsNNrqW0)MA_a2raLdIos~XL00NF0Hze6JUcxK~xf?N4) z(~-;uA~t{Q?6!~@Wv}rG7(1gEFSK}mw5;e`P~HMFgV=2g|1Rg-eXig$=xf)dTyaXL z@=1RaG8GWL+bkPD5u=esT+uYHa5ianS6Ay2bG5=5e5J<0ead#>v$Z&OQ?^yn1UOGL zmSW^xsRj1%DVtiq5ZFa|?cd~aD6eR&=yT&;LU%y!olLpplp2vN3xxqNupDHRv5)!P zyD|h3P--&uq11?*G(R>~YD8FfUuuLy0HuHVAT{F8puNmnYGGOnkE^U!MaVWls}s5Y zK;erU%Bxj>s7(nnHw@Oe<7i?=EW$(-3Ahp=caM!#Sp!S3%|PlGJi&Y$N{p}VSv0`d zzA8s_X|lq9ex@Ox9*6H+s<-fM@V@DMVVO;y(b9u@01q&#su(PSp+%R&V|P>nRd9ca zDR?d8M$?E?IrlqcP9KvFHmP&`csdyC2L3qd;Ox$(JV&VHXSZHaH<&OoT6Ifh{tKF%z{DnWtjG?J+Xxq`4$%7>K-sr|`< zRL6=%z#7Tp^*fo-nhEQcR@Rf6`WtjY~_ zV3qBzLVwg2b#a?-LNeS8%t3cX>%yneg_jp_aRpTx7PnwbXyPoSTe0o!13OdQr308O_zfrSOts%-tSARKZf#0%J!sSUMv07|xhxazB} z8gmnh6&B0)%XNpcTe*pmJV1Y>gaJe@a8PM5+ddHX6JdTYZO|cUbDgw-Og+J)0s{6& z2woTt{c57cN5(_ObSG7+7eibid5&QC-`wBedaGC$F`VM984`P2X2i_AUyqs7F z4zIgfL;;r@@H69j2V#d#y0FH}On$Mgyj;Mji+ERj7`44kD-t4K2PJdJzVy2h>BkS2FqVWqle7(sqt`r zH{n);XGWs2>kC^UG|~r-Yg5!Y`9qP>!<3S2Xd__QSE!?%m}3DM*>?aUPQiR&RN2*) z;be%2@wx)$VzACS$7OsxTr@OJ(P}mhOJEJE0fq_G)_6q_`{;jCAkH1IS4>d~giA3c z`ndXC1S|f9fXPX)D&-4kMp!$IKfr46-EI=32GmNpF;ZU$6v3JSR^}!_o5AH(nK9Z1 zZq3E&o&qF%!5SIpr!gbJeBH{CVmAESfE(1Z35X1Zz&BEs)Od%-##P?5)XM3@9b=^M z4Go;_RzdlMw6K4;8;k2jfxnkF$WRRUwrYJ+KD1ob2E8+GoeforP)LoON@m_i^-2uDz0YKipox3 zz4_<2S2J$p^qa4*IGz6I)tlF^f4=|w)z5Fg`{K1U6GN<00y~2DIg^taV?=A;%?6vj zc=h(hZ!hSif`4?v08Vl}QHm2T%w)cP@#D|cWC1^ZH>n5*2_9V2H8y8NReZ9V{P5!6 zFTO$1rA`nTr$pjllqQq~(f`uzmKj*diG?ObU?p5v$FTG5ioiq(KJBjPf3#`4X7N-E z4qZzli--Y}O?0J?#Axe|WN;-YMT#=GQWMSP5V!5>Zr?ryrV4uJ)B)3RU}h;aHE?}$ z;z2Slpff1|IdF`!5t2!O5b82*3jt!;BhV3s6~N>bBi5=RW;H^m5}4c&DfJNZ_Yo?U zz>HK%G2dNDJ+0^aE$|8Ke~C?hs${jCZ`=B=S?snOxOLM%nNcADPrwDju%H?~!Uqm` zLX_cy0Ote#?v!qNK9s<;hHztsn7@zkp#WyjhvzUOA4*_GKBSnNt#_;IhJU%swilm}60)1ZMOCDdw0LD1jLj zpJJv_VZ`~X(`uL263YuE0~OdI4FQXvR(lc5X!9wiQR1}XOQ7~P|2%3?eG$~C`V{qS zo7W@CHyRYjizr`0f1*mM@StKu`6Vz7RA-cDFpsJ)0o`Ek>>7L(8Vq_OQpMjPcN<|( z0kJtuyEg1RvGrwQNBWfzJJ4?+_Sy6^BlOb(I=-;jwa^8HuD~NxI#T>Z`W3*8>`O7t zrR=Np82c`lx+mW`QtQj4j^ryKb>veA@3^sRv8oN9nmpGxw`!V;247N(M)%|bfD zLatmLc^M0#f3AhelA>t)2|^2-ZXH6k)t3)HRZL{&7{Wj6+c5f!IZ^7Cj*8e*I$BQ0?5PB5G^i9+ za(OW?sbM1qRY3CIqCSn}(V{+1a#jJMtYRwN0vFa2%7YJod)EM~ZG|h3>aZUL4|dxt zW~L9}f9^nf7}23msGMb`jz~X1wL}>a8~hbI(=62UM_n;W#FH{%(3K#9^@S{z&NiHI z^$rJN?6kYvwqZOEcg-$bc5#fmX4Uv{Zg6Z}e7e}rn}xqw?CVwQJF6G#Wf#I9)H)SR z*$mWRWx8X-`E-88^z?4KTg>YFs~KE3??3-nf3wDGGi_p<8J%ud5Fxkw-Ewo=zQpHZ z+J-*7h}dwu`K6h6dnY?IxT{L-4Qf8n+=naS|$!6g-I?DA}0l&33i& zY6Thmqqf^Mn_K8$(?6;g3pWLNTF2M+yY9|k&sX)n4c&Ejbr)XQ?dr{K)5hna!KQie ze-~nQQ_q`>)@QxE$;{q_hAjDjLlC14G$X=_(`++tb1rGrg=uT+ZrR>E`bq6)`wr*g z(Q9f8PunKU_V&iNgqhp!nzer@2qPX-sKF38Q6TG#RYaJOLw%d*QB>7b5|t4bykN4T zgf{lWkvfF-vIsNi67Rup$MA3@5fz$Hf7#no5LyllmoU)>tM9KQoi<%YJ>cy4As+oB z(~%~I_df2WZ$O7gT5p%hz2GdQ`9qA*cRFjz^tTJ&& zWyaO?t7S%XxB@VMw0t1`Kr&op>;2bfnOn60 zgnVu>NVoen8byk1c z9;xqW{DSuS4Hi83vPuxetv5`WY!Dv7fbUjzk~BJnB|Z#`<%gtYiWQ9CTNKQg_hGHS zL926y^gq1fA*yg1d;p7H4&TFBe@81EDC%X15ehR^*?Y9;exS*1<5V`|5@h}xQ(df!IOxCbC5?Sttri#{=ja* zn=wt#FU{qvmU6eQx4S<+85H=)9O3ZULoxN!}(>&$FW1<8|Se@Z__1(8~(j_mqzWJ(;1Ya~~ghnwJ(a6>^O zlfcYm$ZQYcUQK)Zz~sdW$f6ehhgCLq7>Jh#qJ5T`21p*k`8}NmIdlpNLV8Z=2pv)l zJ-v6vxV=XWf~`HZ6DSb{fA7WNSs!Ih-(cp6aofzi)vtWw=25pdxj@GtMNxk$gMlHd z;oJ>Lk7K#<6SvOE$`t5Oi(z*5SvHg!-ivbm7;>(M`u;vRUCdE22M&o>_s}QLadJcE zRj;;(H$oEZiVp~J`)kkQcguwz!NJ9`H2+~xOY{->CNr>srt7aje=x9->r79O+8w6& z_F2xjv|sk4oIlQ2O`lMDBa`rkvcnnejjXb6tSkf}S_K<}=XKjIZ$na8*)TV7;ZtmA z8Tpz^0~A_xpAY^w!zIWErN~8bHX6mx>nb0lrKD+B{fK;2T?0+~(c+|Zcgx*D>2An# z=dO`F+1!T{A^Y5Qf1XtyKR75~KFv79Ju8{Z>RDWPLi|_1?U(QBRkP_Z<`~3gc(C6rn!KyU^;LVG?^CCJ9|PYf zz3)@8N{q^SI^%^R%mF*EXvgFpgr*Hfuxn~eu zzyTR8T?BJKH?@Zio%o%H?H&p!U%+A;H=xE}x6aW0W`cupI}46)n0TeK9+seIFp?Q$ zp_`_4DJeg-Lqsdc+zxrbYd1jWGgWqp55k|8=Xj4nR0~cx*P#V>rE)&xcyDRYVTkZB zf363=r-YaFe7;@Z*KPym5z-7AefrUeq3~c&BFKktW>_Nlz(u-sOt-2P<~$aTasEXV z+tZ%4z}3CKZ+6Qyc+2*S`CT*rHM0Q>p%K48bPGjd^gB>a=#xG6 zL4^*6&%vL#ooo??hgO$C6;O~>ya=igf20z0h?@JjPT(P7TLe-<4#4#gGWQ9!Gyo}! zKq}m;8H?aDUZZBarD_hfBFL2 zDT0e<44~p4;GR7CY^?i?7J>1bl(A25ILwVC2x_3y0QKzSCTc|ahPn?~iYVVe zDMtC}kPww$0JB$qikUxj7L{KDe>E!qdDN)<5~xx6De6T>-J<)^NPS>mUhK%e5@JXCrE;I`fA;JM{{+Mi zCd%*+KNG9u$T7FbzXG5ficM+65$GRuTr3i>gxr!6E!mlJtFtMX7d%q1gy4~aso)o# zbBh$@xRlAtP>>5?7#lg~7AaT&lvlU{qlTb=+-b2$!V;3B4)Md*GbI;i(=ac3q+tos zBMnp0pU^O0QzE_`$A7-2f239r1AQ^@Km9?HLZ>$63b*q+{2&k4@V~s8X^xv*xZQ<6*4OTY0v@7r_jfgJ&fpb(f9)!C_^=2c-dFzX4{}&rq*(>Obxg0djp+rTHsy3^YIe5sOj|D$qPR$U2}n3 z7j*j0ZDP0&SMZ&>ZE}0c)R3y`HPdd_O=by{fs@j`r5^S*px?#T@5!{}YG#z3ew!Uk z(DwfU>6vFu3T19&muK<|A_O!rGc%Ln8z_IhTitWqHj;n$Uolntu$(#%LVSZsUDY{? z9XVOYURhVWRlYn>97@CW3^_}3Vym1#{<_g1hm`2CyrJ?Skpw|>qx;t%Kx4kYeDci; zo-7PYtaOXZ>jgKK83ipaVJ?BD_2OOhV#$S!o-HMh&YrJcz5eC(+4%)Ny?*sA^vw$qFA|m*VUV|#ih)nNSP97zPOKHpawQWTwVS-oud6zz$F#(&iSmy{)8^$; zxTr1CExl~ow9R*+HS}+(KMX?+ABumr%$qRyHvbL#=G&*h9_LY6b)V5?UswC(3VYNo zcD$wL>YA?jwS{-LIHyItSaHr0ZD<045Tp5OIhZf@R4i7OdR{KAjnaCld32MvIbPR5 zHQ`aV@lV-%daO#i`pMwUd9`h;^3$vA=k%6Z)`xW4(HzN`CxU6NfHu+eLl}P^HN{7| z5qw3$sM|a=wRMq}H;3(#gB**hY^eFerfPCO|H`xWQ0Fit zr#3%je?ymjTDL`Z*rxUNmRgDuVbcPxn-+(j;IKJdU89ij3lk%XNuxs)nV4}UI)#=~ zI**ytyzBAbFqTU|&uqDJAfk&yS<=ja0*M1|nzqi%8+a`9b$CU>fxCZoQNwIIrcmbL z)290v!Gt#`;U>=m_RY}NE!cV@$F`Dx+~;)xmfJSp0OkSj@Zpo^mrwrv1lf-ld?C1D z@VC%_IBC=(+dX;rYrI&)OOPIu;L<+$uDgX~9DH89*e>2a`TLXa(G`wZ5IkX0D?b#6 zp*#zy$_c9InPNE$RfT^h&&O1&a)PGTFw`t0wPV7#G06>?%YCv*%mg^$Ip`*msi3Q# z?k;sgz70UK3kM(JhyWyRBr{xkU#j8|HqKxD<^I%o zk}zY$LR*M0PM(??bQjEk#)oqok`=LnI11{qmf3D@f59k`L^*#rN(w&dO;!4+qy#vT z4E)J`c{@2DQ_f8=l~r4YEJ!e6;0)sB`aT=LA(N0P%)y3KmfdBdN!!2#`UH;3{e*W4 zIP#jl$B~LP(+I>FI8xvOwNA!7VVZE5&42mBU6~SQLP!}+a>x}%n35$kQ!gTMQ zi%(#64z?}GJ=T8)+dZIXV7mwOkZnj{$i((3+Id5{nGi8k&VYZ!Av-jjK%jCAq%scz zHG2L)lAi$J3^aQH4ro3y{^sDi!{4KG-NSDNu6y_mxPE^K`s84OpFyA0%vv)K`eXuJ z+6VZ*8Ho1q8xnnF{LR63hrh>Xy9eM5Z1(^hvi%hZlqV1ili0~2*EQD?GZR6`p5{J zgY6E1kI#R0kH8t&?h!a-`zw5){yYLzVu6gC2Z1qXRwZ9X;2cDI1P+NlE&^v^yF=jP zv)v(Z4z_y)4%wbU;Pe6;S+FMgg9~g6*@Scp31+Sb6^QZ`7JMBX^|?9irs!&WWJC>4Q&;!U5^)7UZ@T=J)KqC z{vHOY>U`I2nBC!52oCa-9r>y95AX-V2_4S1>7fZU{azf7i#J8sdxdsiUGZF$s}M_! z_2GYJRHz8$59q67n76?jFn+4NG}PQ~ChHf8@SDVer~g^5w27`mKQXLa#>^sBrV{n} zS_eP{Brxa%GYs^}F=?!u)p=kw^TG`s4&^$pCphE+_py7q{xx*b1Lh3V+%0e;S`W7P z?(imNny0P2k*D`#*o+ziP@aB*xb;yBSQCv>=G~mDg1;5gfVN(}{wr zDcWFg0z9E}cC4pR$=1ipdB>BDDr$g$kQP+J#f~(x4I}%eKo@U4yhGo<9Iua1r=olC ziub3CB|X_Y>vR$qeE>(^r=-R}09~J}Nudd=k5O!;lz_p~J=pb*jix%Nl?31uj9N;l#~^&Mo*$r61-m&4c`<8T(6yr;OB5C0?vd z&Sj6N9Na0#pkcJ0To4~sqA}Nim4UtE`l>SbDeNK``sn3Z>JOX5lw21fW5s80op8-U zcH8w)$1dKGu}gPu2U5dZY66xHS#h-uA7Ui&J;&sZLtTaQV0fR>r2$ZM-~XKN0(!zh zsfnpHKER~VPsTom`|E#E#KR*M8tgrmcOAmWWdJ_Tt7}%8N8RviHvk&_UXu)hM~(lam139Q66zNOClin4H6Sq;D~=ihH%;Y$p9Y zP17G6j4AsHbMIb4v@F)gGlqnfDbEL9Nb9f4;7?>-=+2ms*fD=*%5;XZ^;2=v2gIag zT8deeVv>hwMLk3-{rc3c@VMO=}JdN_gQQ`)sFrBy=%fP=sU{}Nad7B#2 z$&nZHam;o`W|N433rngnGs;$nbG(aMmB=rxL)_P|LojUzcFw><30&)QK(MzZXr%S{ zfNj^YU9W#vX-KO+(u=Uv#LW&FRzw3u9<#7Mi?ITaI3K!QOL&~#wBj1p`0H-}2oqZD>l8S-g>9@#b3`nly%6CqS-6=y_Y@ z+jY24>9QX#eEhd$Q$fyBGigZ9N_Kl^M{|=}OhbPOGT7v}-TPHiIvuI~I@RJYL;UY1 zkbx@%)h+F94$ti4yR53gwnNreLME5x^dhCp$faO|3cpQ2?^6Sf*57@EyA|F9&x!y( zHGN?@J0{gXPN|hMd5p`yhXs;y%=E|QdvTMuuhVsrwM18T)&e(a(;RmDP-u|$a~tqn zgG+x=>I*#aqto%A!SU&`D^TRc4yE7^I|He#IuLJp9ezrI`#9P~=Rwf$-I-r~b$G%Z zRmJb@>X30lFrtzI#3x@p>4JWksT@{J;Hj^e$bLg0gdv#aaNdvsfi6}89Hs~+bdg`< zMn*WQ4PrWnE!NRb;d+jF4*0SqEINF0 zi~pfv{WNf-2jg3qX0M0Wpf%m?(P^QhYnapuqAJ8OnjgO1p(E5`e-K~Q_&?uGaL)xS z&Qx!DU@uz9=*Y=p6&Nr-)N#&X}bwxG;%mBtleSx(^ut^DbnDHlEHs| zZOmN~98p;RWBnVviPugT$i|<9)2#D1j9W<^f~ww$AorgUTd>M~w)g9VDBt3<3B?L{ z@ef7~=N_T}*7vBByqwYj2TJnzYnkW2<-QyMn#JEAr8WI}#)}gc=;_|e<+%4llp&tH^*#oC^x}zFLaQQR-S(QO9ZH`;8f=_~lX=g?%ORVi;2aK&m@<}CeP>+GtC>YmBJ#wHPX(Xu!<&HnI zlSX^BNF$>2^gWsf>ch8Fw1O8ug$_THX{$b;^%WlDG0;GFW2CITpuy1f_Q>Xz>@|Mu2C(sIJJ!>b9v+W5UGI58)+v zz$6OyZ&NI%Hc#otf}=P2?GArL9=@fr42~RLUv4VMV5Zb8aOdBO@sAhnglELYFFQn- zu5)5wUC7Q)feW9KCec+<2I0sUf*|_-fx>)rxg}A)&Ff%x-%ltDf6R5{+{O=7Rx(tU z_@q>)shA~l%*#6+H1(r**e?1J;=aVPdy&^u(u5_CvAy4h5DF)%5VvSU%#)b#E%WOLCfX|8hLA9Qa zJ1(|Ek%~C}Qs618phw;bojH|6g@)?W(oc)BUu*-S46zQ&wXXHFGclN;%lOFtReS@BzdX#k5&j z04yx*Oe`#H2vk(+RxY-{|Hu)jG=U&zD+hbNe=x*BKx3D8nS`;+J5kZW9w6sx3t(jj zuzzy#v2ydVumIRtSa|TpanBncdyp znT+k6nH)eCLbMD3cPkf5fGW@#2yz3O0e}7~8K7ir2mHGrn0AqWzzlg@R&JOSP#%{(|w#Fv!gnxgf zZVZqTRRI{kSNL~*&ZZzMM;B)%XDi#kYGnS)&3l_A?ajm;?CgN{F3t#lGs1H#7gM3^P|pW(|8QCs&}X#NV8E5yBst1<(b+$-=_I&BX%% zIst$lrk2cq1yJ{N1pZ6O`j_~<27g~~M+ZlM`Fj~aUn_Iq`yYb0v#}cx-~w_5`g;FU z@xKUxl@(xSW$FSj0a{quBmD9HE(V(a8^51F$jSqt%kn;ctN@n3e*b;bf1fZj2YXx3 zKlFbcF|&$-n3%FU{of`3S1Bgu-~sSvzot zD{F7=0O0+1y6=7ZPs(n8&j8Ke3qlL{UtdZN?~@Az(EJ&6Jr+(D)AtAK|L1Z4m&yOX zDgVpM|LdUt-;AVOZEgRhr};PG|3`0ZXJza8H{*SBU0vR{K+)lS7wrEpRSWp<)fIEF zHT%ChSr_B?T@bamu>Efvt$&=QtUQ2b%2qC>mj51?f6F!gS~OcLd!Vv|v(;Z$3xJW8 zh2{U~-nYxt=KcC`exJ#Isetdx^S>b_?M)rb{@OCO_Y*b-fs8#7-Vga5aRR(q-`CL$ z=<%;91~4<(JGi`?0N#u91(-X45dJz*E=~Zm=wG6LBW?h*_#earV1JhQgLnbVlK(~A zEC6PyKZp&$Eb|Ak1DIw1AT9v2!XNY=LGcfIkD&Aiy+`=?U&QksLHQ4QkD&Soy+=^{ zgE#=p>VMFCMH>G_yzlXh|Dg8>rvF8(?;FJo{4ad(AM?M@_P>PppypP82<(4Bw|`jt zrFU=z{lnvXDwh9+9DnbrSb92IzF(q$81FKxf57*k*8hO-3EKUE?|aPr58L;fgW2Ja z_jm65x8)ChCp*61=k~Th^FK9ku>LIt{ZDBe?{OX9*U!Q1AMW3i|5MBR05LlQ-Tsj~ z=eyqd{aX5C@b2V~%lGAGcCiEj|IwfKj9lCu{$cQb8m|9>|9>;Yrmmp(1YQ1h&Ad!D7R(4FyMQgDvyKr4-w(R&5-)%6JlHkr0ID`*RJ zCz?FkkG8%iNpmZ*O8V-3+TH{k*6~H9^V#RcFhOjw;W|l?O$+0Q13pK-!~muwrfe^WuTZVJ(+D;!DLWV~j?$USR1w zRlZ5~0viq5997gWcZ&JAgdIaCI81`asoo%+*#|5vADs?vJUVKV? z9Xw*lTa57;YHzWl6gk`_@3NBUEy1N6?ufXN)sTV21%G)>d~!c!JWxnEqhMx$LJuZo zZ?3y(CdgLPbV><8{eiR*&O4N1TlBJv;DYU9$}a(jc244pp(tPHYrw>KH|(ysO9@gs*XCxG!=R4 z4*t$(Du20Ww1%_}^C@w$)7#`5K=k0jRi1n{QEoc=a&i7z+!Jp(s@q(Lb&DN5jb_-* z8@@N~!uH1grG@({gh7@KR}AI6GMi^aE^Uit0n5&rNCQG^TII=1`;3feW>6Sq?lrsn zyh3OfE(!vE)TCM&p;hh*#=I67%5Z&7mOCl|8IyT9z1D6u zGqj->`p)%Es^qWJwZowlFY&;iy~M4_kFU@=^8U&)mkA)LOo4kzxq^o041U7x873va z(|_^+&AB=!I0ZR+!x=d1xu#tNm$y%D@+$?TUx9kAaOnz{Do(Kinu)Tai=hN3kG#fR zu!fr-s86IMT6v`@G&_qQMciy6M_t;OB#C^yDtmMatTOp?l}0A&Y74Ke2|Yk&wL&LKLylHJ=f} z%ug5*M)UA#$9Du?+iFx2z_x|R7W@*{b+3dV*c~^8r`GvlREj@Sp4+`yhvaM~1C%OB z{eaU(=X`jCJUbnzZpJ$=X1rY#g%%XLsvA3QoIsgk(ZJgIVvY){ca#jvatzOXPJd#o zI%R-PlkuW}YmH9voy^XCldY4Y)BZbXhtenN_l!EmxdLp`7yW7PO6^jk-%lKaOw!5j zm@QTNYd*>kY+@%C>rL)ACN{lNbvcNLfl5`S=GOeNX2KNlw&e6&XO+bL77&MV-jBEF zbdQ@q&r|Vd5HT6lRQ6HWN;(UktAD6Jl-XC~>lroZt3-ta^Btk=ZnXDv+2Y%?nDBnK z)9<>xVmM`9Ei2ahM9D>N5AoURiGM&{^klL`Y;+?-r^1c7HGNXT*;x12p6}pyr@5oqj z_m&ipm0Pa5BCEbTM=Ruu!3d*fvI&xO@C*R!o~i>vL>tMzPqqcM zCB9~1OpHJ|#2<~rx8m{1u>K{2q~-E^IL#8s*7mis=TJ?f%QP1;@ig$YYO&(tT502tCQG~1oCy?T>h4n$3n{X3DRN#>9W zh6GG)%ZDzeT1dRq#ARB|AnO%k%DAAiQ^s8edr9>m*7c{g^G0kf<{`(v+9c|KqFsan zt=vNMe7NWk+S=xp$$!o3Gy)%ph3)eHFwjDa4npYIZJCX2%#|Kptc55pfYkBJ6#tQm z5T(Hcg)A8*-nqk`3+=o3{y9w1IS^%$S~dYSL)4xd!9 zl*O!sZuX~7i!aXB+`=`b7W70dZR#D;T56!T(Xx1;NMRt-p)M}yV0wm#Ba~zbRNP8= zIUu|`e@AdE-GAE!q5|xBXo)4VPqs|-hgWi7e+yhpXwX<3+%7+E(i9neWJ`@|e=WjW z^D<$FX4ymhe#?lbu36{ZRSW-MD02}XWe}#@4aBq+8{XYTPK_mg;fPkc3I*)ZVz^v#)~w^R$0P}o z#(taZ!e8!y!YxDXU-Z#c&Dg0I;tZ6H!3?R$2DRQId7xR=SbCD}*=T-O8>!(AlSO<` zw;VB6|8k49;cz+{cpnl=Q-h>s=By$6Ab6qwG?$L1=raeMkzgkGp!cal6{S+zGXS-f z!;A)POMfYDkEqR?9LM%iFA|_{Gg8B&iIDyPesL*!At*TY0J;Te?i={u(H+=%+|mH= ztB9@z^@hgk$R6MFzKONunD7Klx6f!JFQzM&*L`h@uEtm{-Nmp%aE#qfi=rI{U6do` z`R#A8-ee&5FU4iR3h?`zG1MB&aTOn!XEP}GI)6@<`CQi6bgA-ma5w)V5wb!IhY4?~ z2LcRwLK?HOm1YZwL^|s%F^;m0YIVh=!n!vZ6sYFyG>Edgjxd|VfB{`}ly#)`4jwz~ z@&L5k{u@ooZruXizUbG`G;1i_S1oi_|TL&2?ll zDt}@P0<7LH%ZTFg&UKpkYyjKsQTtMEV^4i>K`8@Zr)fL=>qk7@>F~r!Lp|YGEtl^C zBcaUv?J-Er3Tq`jiH-f8dZ(b7ze zN*%H$LnB7es_jY~-9@Jpcu*!@&OXsf$8u!83lfxqIJm_u0-wE!9DMkbLdSqp96{1B z=!Z3@!2mC0g_5dfqa5mwYHlF*_I12{1J&8iR2}B0p=8$)mqq^+k~OGsT#li(sDC{H zCvq(pF+Ki#(Xt0<{g=W*Xp)9oLUX)PcTZ0r8LWKolg}D{I0Cjk>)Rtx{Xnh6F;)MkIuNFkVq(&40L_0)_z&`=t>yKM(W7S+lZW{1%1|zKP>)7gvhRwX>;XYIh%|fbX$)7+f)FXY zcZctAO+pxtpnMFF2uqWBO@Q9VlyXMQ8KbR=WW>Do^tH?zme;6;XB!(eE^2pRRSH9b zS|MoM$8h0|X|yUY(arc|TYv2!m7iOKYTSk&a!&zCOw8z~i%pR)yk!3YYIA^IxQr_D z&;+?u`pLOAT3wjWy64n|tKWeNx@DzJj~j<3>|9YEIQB7yyjI6#HqTXAl7BxtW-RzK z`ogCdgXILqbEOp;-!x)h#Dyet+XxI*=SyfS*5` zFO<+Gggp2+QAQC;{lc?Mne$|hrYh-4V#le(?2cO)xu=nEa?~=|E?z&=T@6Ym4LdlI z@b`o-bWSlJqQ`b{o#>V!DWEO>M005CBWzVix?YDX&zFiwY7i3aLc3b#xonA~jL*q6 zJBXsDU?H7xct~<_)qic8Q<)flmed#~Bf=Z}u1C5V?~Lg#`TORfs&?g!tD{nDDF*Q~ zrV0-{@_C~G5|xK7bs%9W!s4%Lw4Z)rmb-%6QcVS0? z!N^bCFDo&t%SJ_r^^R)7RBcv1-=iK~e861%Ds2X1Q^lN2l$Z34*54 zT4pNT**G@QmO^{Ym`#34`03KtKEhgXl;*P^y>3WTgE2cQ1@}{-CKIplS9iI5IYb6e zCDE_jOmyz(!{V^M)^;stPD%VKOOC-Lods*^3nsh$=cn4!V2u@?5l? zr~Um(-T+v;ynmI?$DG;=?%mL^bC^y43Ae&l1ZE16>Ps7tz4ycG%Qhdr0DArX#qC;% z)FUZ;o1i(lMs1A44<-?h^3y_lZwDIa(}77lcc}lc3@d|Gf;#5#L=Lh zRI93BK|M()jIK;mtDdmv*4u0Ae~wH)-I#%*x8z|8!y+3kZ4yrS&EX48KR7=6D?jbR zOniJXpa1TZM0%jRt}vizXi$ejv?&oUzr68c77gem*)D_%(W9zR0Uz`hAipd^>9ZoC zRh=F+_kW97S*a1mU^e^NHumu-l?i+?h?h znVUgAI~R2!M;LChb8?C{?=U%>V-x8KWu27*yx*atGNru$H$ce06&G8URNFLL`F`0i zqLmd;cnoKJ9kg#yJjn5iJ<3Hqmqcq#{IO)!7#lEPjBJ14;Q1P3kXJcN&5OB}8gUEv zW4My4phrN!eYZ@|MmT8_a_!Apq)OR`$mR~mpQBLf?d-F&FP--5w`KVf>(cZaQ%8M& zzjPjfUXi`{zBKlhLhJSew(PJVs$_6pZl%dfN-w{7gZ{oq2q8O#Zwg9#y!W0Fr;UC1 zpU>dH0LFhyv@lbo8ZWdGOu`e3V2iw6*|p{zs&{M^7qK(i?d{{paPAZ&sD`Rugm60J zuCz`&+undD%sZ4@ICjfDwX?0vAIjL<=n`Xti5@VtJaBVo18`rc7E}8V;#Kqo<{bvc z&8MUM7R@sSowB~RV#y6uR!NZQtaUHQOAwCEn)ZL)pU@l#6lmiO$Kx?&ACXSW9JeF0 z%ix3$gN2sM#ohKpDsw+1CR2PTiBqL-Gu7CsBvx170jJ5KC2e_;ls7P2qiX6UzkXAT zVv--M$ffq-b_#P}kbcEq&V0(D+}4bkQOfULezUck<#J-vll|FR(pgUN|DB zD*GhmH2o)ad3)@N`60s3K=CLb2(lR9*~A%tlZV0V&){{X;I#4dGFS5 zjQl_rC1(ZB+ZC|M;{*lL8`nt2Sa7aI3q!Xj2n2;ghhoXvwxI$)S=uIfGIs5&N%yZ9 zh+qmT_Xil>_kC$DlfWbNf!fUtK3y5Y5*hwD=dFq>yaeWfmbaz`C@qdk+o_MZS5fn2w8_v?kL3A z-n(`5g&o8)In!OfQF=9!p5RUx8bIoiqjBjL6#3bRvp#id?b@z>md(w1zgm;Rh3DC( z;hXit_cYa|7J-XB!1Z|h0vw3BwXzR4(*m|{-II84Q@)S^JHFomi&ISonL>X)7Zq2R z8fmEt@9>xDAW|Ma^fkXgrdc~F8q~Ljt=%Efl@G`CL_8v%o+@gmu4CvINmJThZ#j0y zE9@Rizap&U$zrOVU8ANG&7vAt1VMP>_1eNWwq3!=!&QI zGY^Pr9i5hH8}jY@F|=*i&;frW0ZUI61QE&2wrwUm&XZn--;zLcHbo(-Q!+b4_=3YL6DO<_aDAe?ZmmT+&5v;;iq$Tw ziwtU)7KU(!`ptPPp^-HwjM8J;3lCn6NA%J@iE#PmhKV43N$G^OEn}y(tXPZqQakts z{boh`!r!TIZZvfg4a|Q{zg87YD$)Iqqn6BeFIH5m`PZZ~g@ujfzGE` zkAqsjkqPrsHD3QUJV&hj((qcil!Uf)5;5j6lqD|G`4;^}(Q$uLKsPRiWlFg06*$Zf zp`(8CD~>+2TvfNg=D}icsx;;|7IyFqZjv!{Xb*XX6N*8-$>L>Q_twe?Jl)=lKmOYp z=>BZw%BO~puN6%bS}9)aW1of>%ILa`$)&M$t%M9p?KveEC5MYbS2J3zoC$a{LYM4M zC0RW2#Vn_0V@+`Ul6IA9L87&cgp!f53Sy2L(9<* zT!|Zy?fN!=N>c&gx#~Cm_i-`r6EBt?W_LyLGHY~5gr_o~@+tbn~)wD24wqq1*1ro8Z=OE@un8S18f*g(}~S48@?;|w$4 zvdD}%Rnga`j>P}tXX0}UsyIJ(lD>pQy(`NG1Z*MFLXpaguAo=I+gP!3KApU{hEt+V z9#~TF9>sqYmhcao_BuplT1EJ)^Ji%yRg$`4Em>qza@9}Vm!(>7o$Iq;b0>>Kb*B** z>3b~nB9n~^>KjVx!@|FCql?yl1{!zDReE^(we#SQxH>i$_#k%(b6(Wp|EAQXb$(Sc z6Ue5Bt)1RJ)~HmRr{S4KCP_Du>`^(D!8m|Hb76n#H|P36aJHELO#^Fu8EH6|?jYY| z&wncSqt#NpQ7ed9&(vWmLXB^n0!kwAUQk5-PV|5+7o)XgKj#>!8pT3^SjO(-N?K(_ zo(T#soN|0#Hvw$hGpR%WaPka7^5|;F^hYeKwISKE0iGOH4Ye{)9JZ4^dixl%FJGu? zernoGG;(Tm@AbqIWx%5 z6_FiX@j1Ej96B&IrHqbmEJe&koAKlBp&_qqX13y8eY`?*k|dD5m|-DzSAQbx$42R4 z9D%ApGIvbzw-umsMjIcJYYM_Y?<&aZHYa~rpfhzs`RGfy9P0P21w)^{)mUEHl83>~ zOoF@yFFp5-I}JTzu-7i>5JCn={eU|<2Gfr(?1S3)8ehIjK@s!%-e8u7y(*`MZ=OcJ zEn5Y-0%B#9iIkh2K4kFsds5a<&GoB>I598DGX%-k1*{k4uAiY%93hB?oG3A4Dl;e`urgwuIh!}N&$U`I<5E)CL1rt>w)3OHJ3`tG?Y$Y_9A zEq`np96iYyY%X`PJ(#l!l`s9QLhhwg*ME_Nzy-avBhly{3w=Hf=fQ1Mf(h{ni ze6xphaVlW`o^m+Ggk-teG2Q@Jmqveu7cW4VhV2y*4h;<|RoBwnWrsqC{m{kg5u>9d zkDarD8o@u5I&WV_CaM>oOZIA^cU<95{==N1G{u?sYy+4WfvRT8}F6>EofQY$f#@D)Fd#yk^6s$ge5a? z;F95!v(b@f4kauxQ_J>S(_4Zf4*7R<%hHG7!WlNMJHBV>KzM1@s_}tbJ-XL!(PI3V zWJ9&4(BmShvit{`!%PL}n3Ino{ySMKwpMcw z3KHiEzmFoyrD5W0+sm|Iqg^fx(oXuzAJ zQT>-m_>r1TEFEXeQ0?brkq@tvaFlB0z{8B`t20b^mi`+taPgpPB5iw5=ZIqK7*T)L(6EP@R*@yap85oz^YQa3V0 zv~Ca+-VaiwNdn@qsMk)}*YFi4N$uu^`j&xD6D|Vo;xk!38qsg6n8HiYjg9l1ve}%) zIXxdZ&@J-3ZHj+_DvZ?VuG5MF`%iaVDvT zG%f8syP|+wjj!h?znLd;Ixy^ArQmCnMGteksPim58j6Zu0 zWH>FN{;7Ys`bZAqeCRY9uWCgN6YokU8gMP3(d*Y47CUk}N4K;NXH2!=bLyO;I0a;y3uHaGbrf@lc3MR_u!gf5lDlQ$_A@eX;YC}1M}iHdYPoA=>+p~&-VHeuAlM=}Ix zrS)j95Bpk4zq^qIuJ-q3GNfmP5^8wSH$6y-UH9jTDXSChkfcJwvi2AH10AGy%TQD!Oeb zQi|z0aoJn>bI59GqU;xqN>VaR2#6Vq+UibEv{a=xV(RC zS>z*H9-4pC(M)~)_tfN>((A}Db)#bai2hV7jMK%A3z_U#s@I13zDdRQ!neeX{ic{t zH?=oo>|KY$v1R5V5aSu7ev1b3V6OndS|l`9`O>g6+qx}yEo~=lP_B)t-R+?zy)PjEyY_Mh`iw(I5yQ$oV!j$S`LS=U%9j4oExws(x zk4bUU{zsBtZg-Ctc#o_!{Dp(YH`L59qZ{=QW$$BmFJ8vHWXrR6TfUzR-4!sge&J~%z-)jZRQ5BP$_FFrds|`Q*(Y6f zKi2+e%2#dYJhLQIWlw)wokuf?1Xq59i0yKZ_zG={H_u3@7{EsX849-(LXu~W58kH+ zDIyE$dSGc|duIt^cE;LJju~o3{hZ=$YG|=NYRyFrT#sH1aI^OL0}}U>OHgrhFLp(r z{dmrbyda92`j+U|OdoAc;dhkXh_@_W!slgp1QN>%uIby3E-HVR(x=xt$bLd-jZw1f z^XVlQh7f@#badc=+K&Wu_N_)v`Ha}C8QLC` z!?`G_1BK{(;q!kQL*GT2vVV@+Em@@RTUD@7%%RQOTPKN)UA)W__aJ-A?S~U!zlu~2 z_d_m&UJ!<8y~r^azT$!)?iA@4l>#g}-Dy?b9myD&JLf~4j-%bHR0&wT?X0(n6fr%# zD3=ZAPeN>#w}x~4sw|de%~Rbrxg!Ga2{`~0;UGG11si`Gam?wq7YtD}XF5(EjPKM< zR9yJWSpa|JAlKQ76@LPtYXHE~oPGwcYC$uc@|H7SNwGK?UR5Q-ZwId)6P>7wHHkTiHFO8xQWw; zWzwUWQwx7axU02DVl(`ORX!Km451yoi0j>HuRz}K22JQT+UT1wAA1phOXtr2E}Mv- z!AezUn0(=UzfS*KZ#=Rug~N{W7&%KQu<-;3@A-zUDBqMXE@p zpeq?}H$^3X;$3eN`Tkg*ouEuc(wiL2SZXKLEZ39&IT%Zwv&}f3M``#g(;cwc+ixH&74=3coUW^mb*!9{0-E;gsDUh;{r`%dEibx}6@&f|zHSmQ+)=;xi&p>!>^B0*M)^acll70ja9N z4Fh%>&wArJQ7$FEN>YH+Os!VGMcgx%-Lv3`*A zot@Xz>5{uNaF;0-wfAroW_Bwmk3OA5>|@U)bW_Wn>XG%NrO=PskinKaEc2e~y@P)d z+pmc!A}2Mnk43+F1U@a_`*nY%hI8J+)YwxD`Cizg8~Qyz%@kY`=B(}(d=G=Hog|B> z(#Zo4b2u(;*z>h|MfmWUGUs%`w7g^Mb}Wuq!lLT(OXCO_!R6>UOfi*R{eb!lnvO+) z{b^=@(`n@M>!9ayx`Ae*&akpk5W0UV1Y%v35KNLLp91Uk+!fLrQ~`%u<)UPaA-dqL zVTL8rq3c+vYI*CIK%)ac%A91=;genJ^+Q;4#Opt1VktreBWOSml@%4$Y0}oRiN3@`&2lOhq3*t}lt$kmvBP&9{M^ zB5y#%yIu~i6kcsJRg?nMID6!Zrrbj1gx)DmIw=keM-UI@xmF2gRstnbAjF&gr!XYp zQb;Ot?lF_Gg;1t7^<}6xS`2@-g9WwMK)+UTbk4F(`%@jn-wZbiD4CatDR~0cf+B@d z8~pS+VGNa%vnNVz12^6U-Pgwli72_~Mok%6Xb}6~6n@jJ`@(rXcpdu_F*#{3Fe5sD zoxM8PUd{Vpks7mxSB{SY>5ds{7P1cvSAj9KDlrij{p7`4&>#sC-=2S!q(zpl=r{N8 zsM{usY1(p8TPa04ULbPeIwhGbp$&4_*KF!dQeo~Co)c;I!CbDI2B#iZx5oSxuOSn|dd1sNbPoQi(mncF2RtKE%xDTL#`rw!R zP|^>NSbg*D^E&|f#F#_;C#=O$^IxLaJLhqq6j-@E=gmD}788QAsG#qh;iArEd29$n<<1TkZU`;tR}?%tyPusNG8DGUmj3Ke~lMxg=g(EEQ%BXVfqPD0v5YRHwLw>Yr( z`@GQ;=c;8RQq^QbIII=@$svSKk$xAi#~WsyQV%Q-9uTr~)`cTVPXF|3ZWMq{ZzTH$ zyUn@Z$A`Q*xe7B7C~%m5!LUsAD{FWR);B<`Pm3*KH7p66;;gaq_yV!x`AKgB5B7Nk z@=Bf}CWC)^j<7Lu9es+ohGMBCQKyqWQLGhn%?dOev#+Lv_E|OWBeiHGYLphO7nQKQ z68^U%5EGy-NJ#OkWG1QlbVLxgn$j_nLhXy3{Ag(th00zVB~$fhzG+BHl*G#!)C()~ zG!uE$ITP%X@1}$tPsztao2(zI)$`ub+tje1JQLz@3cP-;)xiteygE4! zMLI{&6>nv{R7`vhLOBj^(QNPh%6D8Cd?Z(mI^Ezz73^|7;Qh%)%{i03&J?G_f}*2H zT=$|REsJ|>58}?UdTUr`s8U7aSFi+=$R6*GrwP#^@7!X8qj0n9iN@I=?mhO|b^m%= zQXYS(&!Pd3*S{kKo0DPl+FlR_R|=wfTlOIz!}H3{&O$RA=`o3oK7Nz5(Z0T9x<2br z>_TbeR6q-d#Pn`vR@Q&R?>ODO_~p-Rj-;J-iMLyl>9!^W}HZ`ekG2XVBT0%`cNPHeo>=_u?a9|ALqA5;$1gFg$rR>r(It1q!GZMB% z>Xa0S2T*kI@*sUkfR=bm-q81mvi4JGN}miGo_cO3({c)bQ;p74QIob3zM6n-Z|Z;F zA+qkRSP4Z#!q;|N<`$n@iS@C>Vpxr)oq}C`WZVoBIEukv2`F?QQM{%4!sA`ngL_uW~PhO^dQc_D}9t+?l^ zt$SZDIxDV3tJi7qX5RArUY2h!243*$-gGM!m2egQ$ra0#9m!LY~b^(xlaqoYK%s~)6Zx+JZ z3wp@(c&hr65sL4Z-#jyFK=zgE-pFS#kq3SYBHKxMIK#_j#K}1yfej0l2Ly!5CQ~($ zPxF1SYTDM@IlbNr@~iH~&4+tH_Vuf0 zWXbX?yF=Q_0h8xkig$mhO)xlzD0XRhflOFl^xrl-I28%l!)fLyb^!KE@!xZze&%a_ z`Y0FXbtA(%7>4ycN}O;+zE~JPRiD=#6i3z4>H8_vm?(MA1ZV2rPR^4{bpwu%M?|dh7Z|`k5YBa8xxW#i1nAWQ0cQ1OX9LImBz|cebvI1KZ%)rPM zULv-n4zS*`fiuO4?=ekeEfUM1(oU@!pKpc#j03;kcUBuL)p&I;1HL#|!lK33T zeiR46n@2wP+JbAEpA~qu>EFTr>ezhEor$z}Rb6GbSyF#*s24*k<%=s`dXSC78ewMw zMT4?>u>51X?!<$sRL1@YI=_(pGfZkTqwVgVr{x^s6Gp4XgU1XR_HKYIN1b&AS^_s& z&0h6WDm{J-_f^w(<3=C02qQOYf>>qzgu_Dftg3dNE$W2g%9@9B$O4vYI)z|!39VjB zgyKf;!xn#g5-@_0@An{D)@|u_msafplAqagdmuMCkJg1Cmy(`vd>t9O=jEy5rjsHR zza=)=e6b)lxZ#7+j;D=D$fZ?zvBvvwb;Fx^C7 z%g^bSE#aQxOp6bV!RoQWr`^;C9A7iZA7g{H$8LY(SUbiAFkz(Z$qS)g_4FU#IQ`KC zd3Zdty%}i~=_)GIUOOi~bXiE5lKkNMMx#Pe`AtY><0lSQ`!>J_=A>a4z1l6!?J;bK z3>teYFM^6UJ=(Hxee9}WthSet#2b?+fX7=TO9>oY$^JLdeP}a-SfVe;vSlU_WRjf+ zg?)cPsQeX_fc4gzyZmDvM`B*+Sbmb$nhow#kidSo<~?d#-y9JdRUD;CEB1Gj+yG!Y zMXKwRlv#QKi30g?araD53wNAWs*M1PV#9id>$$GSK#CX@6a?H8@nUc=|a*YyMEMkT?-7TEdW}>c_?v-;(c;Jj2qgOK#sV{e1{o$a;(C2X=q- zawf)SF^zl?_8Sla(J@&h6MfX~k5m0x5q9)T-l1Fv!?+jhEmk_t2=QKPX?wGkAEL}| zhnGUitz$>=ygJv!vCgQC)8uYx*Sd6L)Q zzWkw&#OES;EYFHruVq2)7{{mJ=YD^X#JJ(aSq~PScNoV-(w$q(TC|2~sH_vVzGAU0 zkzX2QG-DM(>X>h$6IAk2Aq1~MoGPi=mIg17=Rz2Tr#t%15qmg0$wCO}v}E_}O ziT#DK=RBs?$U+7?Bh(Q^ccq!I#TmFWd=Z?1H{?meInq0=tGrzzvwg$FB(Q(YeD%nh z(k}YZ+)#kaRgcUjvdIRh*iRoT)@BxdT`Y9bSPp_*>CI|(U2?THDz(=Q)wcC59P z0Oea+`3H-md|3iyivmeR`Q)*u6?M7GMHaQ{=0{A2%SB!L<|9e6XOs#jBQBhOR(b%1 z`TFUNQ&H}f1s76Z9Q>{=P3btS; zK*0{8`XobYo5GmjRRK?{N035i#!cuw!X)C@HESCyv9Q(WlYRb`$p}43kXSDIX+*&* zMHVdiA%wIV+imiSgp$N#f45%94_Inb%%kv>8J7}Zh%;t&3|}Uy zu5Ywr*P-AnUU8=Aj}K+CExTZ}khIXfF{|9InNECn;iCJZl2Gur=9-1dIyw z?Qmi!Y~$v@7gultAOaO8;U3b4 zJF(9|KK8qMUXAP=6+n)pED>$br~HXwE;1+1gK$*#2by2T z>?VIQbIF#Oh=G3%gJ*k?uyF=#<^t6ocV8*h0%myFQSh4#ufZA`|I}QdCck*WZ0; zDw}Ot%}hA#K$okY2w&8mo?yWwuW!A|^uryL)+%AtR(pRoFLfMhMvfR6bxsErUGTO) zN{t7tysZlvfs;1g5*>av16?Y%aI+6+Q_@s#cuE%Zr6~Q`oSjg$su;N~r-)MqsJoiB zNYfI*j|$ywPtwcCl@Oj1=D5brY|jDk!cjH*oS|qiIP4RMI!^ipOFTqWi^HmozK+xa zEEH5@wK{*8g`m}UwZTOw3$*yDPOCT6-~=5?6`ZlxL2OsX`t`S1d;;EEt$pd*hZdG= zEZo{3lmk{-wkw>#`QbdDnA3T_mXUr>SK_xp=%t_m^$4I1U9&VLvaQ9NfE11d%`s$h z|3G$EK*IjUS)K?_yMu2Eam%he_y?^u6AMUH<`Xg`|AmG26x(`H1qwSz&=$D+gz z6u6I`CG(lflzh2Lt^=5U2Aa7+IJ2D%vsi&XBl~jjP@`Yy)5aZW3s}6iOomPpc3f{& z+i|@Rh>yVZq#DZu(oMV!kRY|5#y${=>q68BNw!KCSxR9BCc5=@@|xi>bYg|!`e^6qoHM@s7j?sPM&6{+p8 zVH4B`IOp8)bCMw1O!ZZPb`N^gFR+CB9oT>Kf%UA;h`$AiBZr?-C0`$F{BeS8Urc0P zGQnGu*5+*(1@^ADj?{1ok#R5}jYU;W!6)<46cf)|mc#bFwjwq=xh`H47M|-xcL&7x zn=+Dq_=bpnL#uGDaml+TuOW%RX+3-f|3q^8U0@b%j({E?BU%xT=Zk$q!z=ZcB?W)^ zR3-ZX$@oaw@E1*5HrGn5O5P+nNjYe=ez>+d#w!A`C(tbu zg^b$fV3?>7PwzS3o_v<)yEypDQ7(T%DCgdIz=8uZP^2FTRg-X5P9m9pcFt+p5Zise z&J`NG31|LYYE}k#oFlr~Y$ay46*8HJuzq@Dy8GRHYyi_RKAfl(UHwS_Z(=vO5~*!% z+ZKz#>Jpr11k5nd+!SiArhcprmYpqJQ%m8D$8CeE?t<<`Cm1+6w+@Ztk>G!paax_Z ziPq@GraNztTu5qtdQgo=T!B2**Qguse<9Qi8%m1siCtUm0lW_lbT7oy6&k!rM~h3gGkq z5BBOPlb2y65EHj>GzLiFHB`_XLM*XAT~KQGMBL%4HN@6IWv>s8!3N{b_G-u zY~MbmG$`E+X{pgElA}Rd>9GwMvB4M}(t>n%cPrgUDI#40f`Cd%Dbj*|Q=j*J-sk=Q z&-uQybGG}J_wTyz>$=Z4*&Y}QC_<68Fc1=f77!K$$^evgbTlLYK%l4~5GX>#$!P>f zJH!5R6LFfrQ0{OfLgqgblu>^$FdE}i0i!W_I!FXS)594cED8{okP()Y0RjOcK%n%$ z5|JnwfC|_X4h8540yL2bm^%@tGSbxt1-ExVW48I%62JrD1qe$^OY;9N2PnG0P;dws z0nh=X9bhh)9U)+6fFTkBhoOD`(Sk?L0gZN*5fbw9@)88QxC0E~eCN(4K*BQbyVU{5gI8ElJ5_&qro08-QkfH467g69rF!Clerg6?qVUl4_U zwZWXSDgvsEba87z6=+u1Hsa9R>s} z0B#4v{1ExMgFRsYG|B@O;P;<_e_BMs!T=~7f(F>a?BNKazq@1HFuOlC=JHW+Z-6-v z!#!aD@YmDNN<22W={bTaUeigL`)bU ziCF~vv&#c8{I7p0fPa^2AncF;Vc?%>F~{_;i9P=!0MB3I;064%nJyB;S{Q)mZ<1R8 z#eopam+=3Y>c30=e+>WC<$ojje-8xmaCZJ3=J_4}f5KoFxU69kI=@xy=JL2z#v^Z^_Vari@-KYrt1 zQgenQU=NV)@Lz8WrV0rBuNX#O5GTz0;f~?upAgs`BR2H!Yy4%yFmn3m9I6Ni68cMb zBH|JNFbW0sA;Mfe#uCRc0V7Z-%=|Jx%B6bA^w|28p%5kmZjiD~Bf+x*9j5Dydz1L8NeFaZ8#|9&W7 zFmD)yXmK71kqvWf2KXlBAa!4lHr6cby%GxS* zKnA5>h>G`zN~Pz|-g#pG)DJ4R0x}5dX@C1T%CJ0l4&`-(?^)Ng%fGv-_>8rwNjg`deA}8BL+wBj&=IN|sG`786)*g(||M zbgHoKQu0U!Igu1ac<#)-)%R3XWi@OUenr2a?8lY1`lV*+&2X5-QZ$zkk)rzRS|vLI zOFiMLN(GbTqLIZ9NMW?h7(-pRjY@yR#i!UqPV(>#tWe1CH%p6R*3&?HhuwN=C=u_4 z-aGzL(IO`O)XJUjAd;wfYq{Fej+J7PT4F$kYT8dFuw2?IUCTL7d(>!*yXAl%6Iz>h z1yJ&Jv zL|&&ds$nZIEMYH+9@#n{dG%|~?7nKf&dn9#0(aN>;;!EAijD1cEJ*A49xjmN$s3yj zz?^FKZm({YaQ3?tikE(`&RRt25gX6v1@RQ0yo%c%9O^*y#@{~xbzfc!M6t?jLoEU- zW5$Q;#hxEXr>m>5GqKJ^-;aMwz$c7tNRE9nH_A|_$<&uCb{ce|Gfsanedw-oZz(OQ z))02eZGA5dGiY0!nQS=C;cH$F0ZNeoA6aSI!9CZ(8#iLJCB32x`*?ksCe6wCgem$t zs@~kfzNg$77}9IYq$T?RmR=k{ZiNa~e-EThy1>gH6Koc!*1)qFUvGaHUOaP`&`oLH zlvYQFK$gm}si-rqq+>se_{h1vY1#`EnwqX=`a@yvpZi>3K%QM}8c(>OLw9CtI^HX%ac);q=jFtkBhvEcqngVmhxqK)Z<^!9H=^ z%!v4@Hbufa`!Roy!C9PSFpFAjcSoYI%HHn5Pui}wlkfW3DoNTheTSMv=e&(Z{FCKw zCVN+_&Up;&uour`IMMY$xa0v}QL@pK+FYgY z>I&a$xBi-Y%PQwd{!6D0=`Ri66Muq8+c`uOhP|AAVuj;D!|7GNQsnEv>U<#ILzZvM z0uF*!_R6Lsxu69z8HZe#ln?VBNu+YH`nvOY#GWzhv@txdq3D3sf!$=S!y;SMW!2nGcZEz&0?76=_l-!k ze4rhxc?ix|0rQ3IUj4loFQ+xvba(02!Z~Gakl{)AV8_Op+pyt48F?RjLLI7%%pUKy zAA5fei(P?j+vYp^+48`LF)A9VoHa5w%r0yFC>@~%jWx&dSGZ)z7jZAUqEkjHeJ-_+ zT&6T8oADBa9`2}*Zi#fybggk+v()emp$^u44$R+Ya>UevV?mKI8nddWtORZo?!w^qx0CsXHu zFbL7CnVvTFO_s4pN}AtnJ&*Kh%~BURHK}4*e27XyNsJ1bTO+GyKpvuTHOF6bHa$EN zx^}?Oo3cS&lJ%h?%rAsWuY)Nt6}NxOl=WQsI=N4gU8!oCqRN=BZA47T;#DCt9*%K) z%7DO}1(wyu{8xhw`O#M-=JQ#mZxXj|9_4FZ315vRGP}~61aGqXK%TF>$|F!ddFp$y z)j+$%z%VnrU)stVBy>LydLnQo))M3Ek=HQHv86q#cF2E2F5!?b%DAFphG2hzGeg|a zCFtu&fL#9*YCU39(AATa3)Vc|K~nDS9@FPdYx}Tm1AONYJin zk%Qn=ocEtE->W*CK+Dd=)-h}Nx-7V$KHyUr#u2av3$>uXmbvG#v#g=dG5sNuK ziDbbyCU7G6E6rF<^@igRNCmjzgdNT;5zv9YB@#0*uN$MlPefxkjr@m!e1%FdXH|8`(BCQ#G4P( zXWskVT~$oA=WSTI{eekY#socQ{*h&u_M;1{VGlgu`~H9MQ(Qq+XjQfC8AEl4$vulyf(II@uVhvRT8y40zzamFLn)I|MP-bm3^O=ZNd+UmQ|l~BHy>JS zvoqsIz8C*F-Dp$lxZ2v(?W+`EZ)Ga_n09wu&8PItTDEF!m=9hd^x-~%0yXGT_~l(4 z)WqEoUh#j>>d;yBXH*8naD-Q|S5xS79Rm|7Hn<6J%x_*|plpZIy>ob^H6$9(Soto|GzXX*FdG2ljcFY5SHAr%U`6fyRG5CPc~j+izo0hP2pudN0aJo(a^^ z5V{(HF5RkU<36r;^>s-EwFccunni5~X%UU@WnYu0*%@c^7t0ILSj5l;-W(=&KhK%2=CGPsNIIROwnn0QSJYkv0 z8@^e@p5%T1=-C&ukXZRz{xYbKBKi4jpZ^XKE83Jex*e*#3SVfy%2!iN#4*Ai3Ol?? z+zNOzZ>`*pbdG!;3txEq{wuYMsC8JF;dFn|E}{xTVR>xW(#IyF4f?_3H%@bQuxS6_ zvunY49`uVm@5`(3#2EtP9QWA9E37=8{i!5VVffP)!71;mi+b$Ow_-z^iUHCqNSc~@ zHz()UNl{wSV%KxTWAz~!d5WoDa)^^)KO{mAhhI{|?s z@QIJuCs4g8>w9K{mIql&ys0ORF6046B&{vBBv;gECHXfT>ITt|RW4&Q`rv=w+R}%? zEB)J3p#^tZvKg|yy}`q;@E^Y+^_9a>W;|fu-lyg4jUsW>EexMg51CHUfbP2{4on{n zbF>Z?hLT0|LoO~5t)Kx=oXvmU2Qk-O`OfZL8p|VICabtE{T0Qi;tK!Dg0D;2vzKkJ z96&@NYWxQl)}4Ko!|&*68y(9f_yXtlkMUfKG-|^$hO1}ti@>DAC98YiE@ucF9|}9DflEs%f+!$ zHGEx*7kHOb>BAP^NZtsxb?6y2Cwa@v1bWHWeoDc8R^Ro=GC8rELjT0L=9NTLg8gz! z-*MkLc6Qp}4O;`;)iU1bgtp9M`e!9TVJQ-`ex@A%{1*n6%?li;r7wyJYGkJAQVd}Wst3>T96 zD37M{JffG6v8+HF=6KSxRL+7L57FMnS)ywJsoIz{v++IAyKB^3%8FwGzAph)){w!`;|KnoQVzTxHre0H zNbuki8%D88zU!O0`X(ez9)VwutzW2LrFjbVH@RLktk-hlQ4HgEEcMRl#gQAOnS(3{ zJ?Y|-G{iYQ2eQ|1(eoXihC*@^u8K3neBeW4;yMEWPcF@3x<5Z;vOh?5>84z}wpiXoZOP7%ZXq6ldOe zfl@sF0*PguxE1Mt%VVDT#K1a&`t+j8DzaEFn>fcx(`jJTvlgR*mz3 z^>`VPk4>d9`9|LaV+qjl@4okt;B2V|4H6oL4%ov@Xq=&jf5f*BqpOdrEiLpx)dLHG8d+>CbJo z7?#z2GNbWH@CzvcwOPL~Zm&78yJrx&-EhTN$U3Hi?aJu{3yV;&yXI{j)ge@&=QN!C zF}2(s2WH3<^B~eR@vRw$rx@BmQYLebA4wzT?`57p-b_nW66(OlHR3J5lV3Xaq)ea1 zgg{nGz`S99RD0-XUTl20mGjnOPO4ixR^#^7L1ts zUAv(AD&cspqh+>xCzxHUApZ3|RYme|N_xRnqA0zWdpJcsqh|6T&jPXK_3<}$UW0NE z!@D2CeNci=P;q#22_YX!Som;4mJ+Aaek97-EV5}7 z4`ja?-MfVtq5WR@Rj};M+e#H97EqmftN|TG9|gbJ$CPifVgraJeucxQw_hoW@FWb( z2Gb=D6MVsEtJ0n&DW-nDWT9st?D8VE{uQ`?6g!=i($f2(_`aJC7MPSH2OV% zI)6cZB(V9K<6cbwsMdUK}Hmzr+?{d>YjYhF@CA9EdFE9EnY zC+E*IZVWwHfO=?o>9mjazk6TLc%RCD!RCuULZkZABVEbv7cV@c#26xax;gK6JH6si zfs1a_3AfsuzjNZuG2R1&VGfHpFn;|bQk-VcuNFT<@!bT7X zawfAoBb|Qc-RBS_EEARymokh^NRF`;7dx@;As{*e$JOV3l&UGu1u2gBvS0 zJ8Z-28xRruk0PrFc#?4?_$U6@&t&`U39Q^6B$0~YuBSRn=0v`avuW>EY5*4nR}ue}^!8>vC-xg)PXF9Ht`nXzJ^nY;#xY(2V=xCw>%z3-TghTdB23jwxu1+NM)N6|;; zKJ*!paY)*!FT3i0$O(>#X`WvMQav`$&&o zy;Smumk3Yit*l5Y^JHR#o$opnuhiq=3f?nlD`_x;9QneA1k6oopEl; z293)as9gi zrX^e0qd1|rz`p#^oo3EthqWzz_g=L3QsY8hEX0$eONx)bs%LKNP^UnpAd3S>zJa>? zX!Fa>vc6jSqikQTDD7`AFMpOw&?f8BurF~lbx}()v%OqBU$L{d-+ym#Vo_Q`==%ueMDl*W zzvIB<3l(}DVX$zgql}4Z<5ap+p>WCyso$#{C~TgulB87oKLhr5b(diz5EHkG8x6Qe z5Hm6gFHB`_XLM*XAT~HLHJ7m)4HN=5HKAf?jrAN73a{LgpqTKBG5>o@y--q`QE_w#I4 zMr~bg83@7(s)&Fix%qg2VgNY}4HZ!U5GcR{1o9KGvg*N*4$!|~0#*a4iz^HP7yDlU za(^yR5E6ySgOI2=4FnvZ>gE9869Di%7UL5Z0|Ej3K%nS<0ue4^0C|u*3LCuM+Iywn(It7%#7fhX)VH(Uk|`Vt*sa!3FSuA#DLqp{`IDcPIq#YhZvT$PxNy zG9Cg}fSxVP^$)I#uts`-T%Z6H-~auJU2nPS13<84@j!q!B7YuF#u!cE60a}XcJV;L@7XSo@{0am)xPKy0 z`5<=?%mHMD3i#bQ2%spV0|220{A)Z{unWuy>B{2@bNDqP@2@hbQ&xaO1Xw|BU~qzes-s}2^&cB``7SU|fGH5gJw5>N*YEF@If`Bo z1l+;vpYY%J%d4tsq@<(G`Dfz4eX_C$Pk=W!zbJs4UkC``0}2ZPgi#CMe}9+J2EqPn z1Ncv_3fvlj%J|bR>YV=5vin~QVE;=U9Dsip(?p zvVg$<@}UFYD50M#$PrRrKf-Qp#TRXAispiFZ37ya&ZB95umOf zWeEYi`A`alKs|p`8^Fs0M<7ut0MyLB0BeK`!LMsZQG{3R7xdc_d4CMxHTc^S5(V(0 zlGWR{W zH%G*=57N$z__;^&pWz{U6~-)96Lqt*=G00QXM6Y*pV_r*$~vFrEKPs+-l%y{>m_)? z{XlWs=7ClG)a?oSM1PX^DIL=k>3g(1!xUKtv9~V0Xxj8qWF7cY5Sw0IR#Kmb)!j2m z9&D6Fio&X)Et+i|l|@$gkG(&okvFBk0gQ2nlYJ4plz{^T%mfh9a@_kpK%(qw$Y?b`Sp1pm+W$i{bkC$xI zj{0nL%{UZie1F*bpWR?Q)79YM;CdAmG$w(sdzurhEworZxwNB>pM!=&7ZtB9^OeBg zs>~W^qWG=?n%430M(U&DmHO$ROKd?-h->(_5A+(;h*OvOfaqiIk6%`IeggRueR`{} z1u80W>Y?5~25PcWUBxVYk!SlH;%y^ZTvIfGKQ4B#QCrR z#kjxDCM>l+m=SR`1S8m{V<*>Yuu6#b7>+{kNT5zRnNuCh7u*mnVe$Dm2g5Fz7mJ)% zexUeTg8SH|=M@gWPJ@#@XVJmrD}~+{X=Iggr18tp54dJIvi|Ymx6rXoR}%KSipo7V zgpc0)$$undil0Y$#%v@-8`aHw6^E-;U@%0!T#+fezazcfeL(Tfi}c}ny(Y1gG^>V5 zV|IEr)%~R*bKVx>x$*$CffF`=mAlr86}-k1+8N`b91b`KnOhoC+cZ8<IdL zM&~er55a@%6anO*sOsCPy(~(1P%eFl7i{dfWPbWGhziQn6&u5y8fH=RJ86;)p2H= zK!2))#UxkVNY%RggVtMe07gZCni&j!lHuuIa6-SZFZT^ov1Rs^LSY^2v4QZ(ur-<1kNrqA%bmQvG zW;Qf=jdxy?!J8wMLr>FfQ9h2y=z&&V_fAp)n%aq>&ZZoDXcFKs~E_;9p4%5rau=YI@> zaaWI+;Ay9QVFc#>jnn#>W4z+xb}K1MCsqt}DfEpvTXdo!V-L0K(L_ka7tAJfF9E$8 zWo-tdJ5HHN!Q8z)sT@EDJX;lPUjD;GeT(Y43AQl8YhMN7wgWir7J35uLRv6`m=0p^ zsGkXqEYToo_rlGsl`V}#9F%a6XMZv!^4hc7cQ3BK(_$(1@G@I(^5=(TFOqQ@Y=tIv zh2GNJCC6m_i#E>f(5(3OPF5kWP=^~l=DI#p#<>opDur&S_PAcl*8ujF>cbqyd|v5I zjgQ^tntj|nF7}u(T8Jb`*rEq@4YZh)!ce=2d_>YHBxeLUPfA!-JOd0dS$|7sL>D%= zs}?)@p=^9!Z59?4 zhU}LlbMoAz-K1g@(9NRCo+H*VxI5JPZt7xx!Y3<+ z4YAmYh6a+}9J{Ts_DIF2m4AZSrdpm2^m4JiiARU+d99t2Qym#gvkOXmIW;Ge#P;Gz z5LaphsKd7fYi|9U`!^|0MJ{kZt}3=YJreVzYY7ZVSe@ zQ00DZIgzEZ`ct{$(jWiMs@&bTTD-qqEz}!Cr zjpvMf7yQfv=DM0de@##N^}g4lf)R-N>D5xh-Wd%8d9n0+_wV_dBJ`H8E>3R3ru?2; zeRo5o1J4Cc%f)!QW1kd@sT2YO?|t==4^f=6; zF^aae4&34aW`Fp7@4ZG zr1QHm;;)_LKjdXerW9wGuq5fQXvVId2gV}s9b69`zM2m>5&e)xj%|rP72~wv?52&+#T8ri zMyg4a+)S)TmE(V8v(z@96PKfw-}%a471?TGjm}hexQd3C=GjS;`~aDU4~T59dx7tzAF;jC48XWIDue)=Q_KYqaSfQY;9n2&ff34{33DDJ)-#3m8n*f_cy zXQ>`@PJjE}^wUx;caJ2%TKtuLzR)s2BC*=e}^$oU?!zr(d-o=CX>1dMn8rD?jTJD2UBK|6ENB zck5nj>BCoc7zX`N>kXFJ7O-J|W1Ni<_}#49o?+cY(ewkMW|2f)il%_|&t7vc?P%Ia z`hRS4@|E+W2!A|aapi5-)SMibD&)va6q7C)qM@o-B0qOli@Bf#(;Qf5lGGk&(5#$+ zli0W#>&7U)Nypol-Np-IA84-SZavAdu)v3zyg5I$^_!4h7rSsf`VpfV?mQAF#*59V zob;3Yo8k~_xNX7v=*P<~$|n82_a2$!4}aTBUZu6MSSy{lsIlN?wY=+~j4fvlW)2D! z7n>=#P#=98N`7DW1}BqBOD5sk5uup?!`97a5hENoX#Ky7JdI3A*l$wD!K> zX*5%r3VvO~^UyU8t8+Mya<~+Y2fs9gQJioeFEq|wfokDxm^*swra6)Q!cfPQOMj5G zQEUjdo&M+xm9e~(a4YuXhK8(o-Q$*$9)&GE#M%Z`rayPXvR{55CV!IgWQdYwRGiD6j$p$K)In}1@Y>*Iw=fe}1)f;UX|GoJu#l8}Rz=J(-Qw$sxE zo>TaH(H8-$9;AU)mYXEux2fyzUAg_GJoqhu#8<56Gw-1Bb*)O)XWz=z1>`T6LoD?4 z9$Bog=<<$BiZY!rlc`MmY%Fu4=|oMIIGzT>6)Zg*2`6_|k3BO7eDZ{gw|{cQSQqSR zHbY4+sFu8SZ;fszP6ebjk40ujw!(!s86IloE12N)v+irYr?>%-K zwR|;1RUjly0w?X-!VDa$Vh$-@h;LKYTm_4kZPjb3%Y(mz7Z`tYsR1YOutDODA~Xo5V3PRmyu zL6pXEj_x|Kqwx04Q^#zD{1@hJ&PH}ih8SL}L(5o^8Pns|R&r>g7@9`L;&Ib3gGY=< z=f0qQVbM>+hrNTvp@Q70jN>Qw$eqKVUi3~PA^?uWp9t-Hg@5a~13CtQ*vk4Jl8bKy z`lj24bjm96U|Pos1cIhI}i_b zS6NFHCwPPq`hS6Szf>`p82b9CoSdQlUK(}e2F;8_N&ta$HGdLw4SP|P(pq~#DhY9* z?J0D8u~l^mNz(i_hRFm_j;Lvg9BQ{?TQ>rIPCV)wypmXzpv76n~BVc%GXz9l(@2$?Qi}ftpYa zyq1Ile}l2gctn^2JBMLX6*Pei9Zr_|sp|(5f3tDcgWlM}q^-)CC@6hq6|aB6fKlW# z_%3K5vp6_~eRk?SfZyTBNMoBqi#rLJj(dBLlqSkv@2=Tbw}8_d63GCuw8)|^Dm7Mx zb3E9h%71m=DS(dk=J7;r}`T^A2BD-UOgIwKFg2(fz{C_)#u1;-cBbv7)Czc z6v;m@A|cbFuluqSTN0NDqr=l0Om)|{PNp1N>gla-&N^*?FncVV)!UW%<@F zIrpC1^`>D+Q;bZN^o@qNzB+AS3N|76_i}zGCT>+Lt*n zI?9Tie7Lc%FmEEW$%JU*!^a5c?-?$ONr5Y^H1L|e{jDak+Q?m#xWW%6D}>{ek~98l zoTw?g8{ReU#2{)tE^mf8AcoGF&C^h6c9>dQ(vD9b!MzQBF zKOK2%Z)5-z?ii6xDB+m*q?=go&yK_rQeKK+9oZFN_rLi3)t_rLp1rvI!k`Q4+V0d-DaWWNK**S^1FT&^B#*j@^zJ4oSU(A2|4u4an zt5SKx85xOf9-UmMKvlSSkJT(K2$I9{u{|}5m4`LRtymXEMpOFWzODlL(9i7Y5TH0% z86!XbhIA7lbM5UKl5pyx>nlr;vwgP&X`PtQuDCO8>XbMh)xw(Q@CBT=QAg~0XEa4b z4GZ&4PAT`CRi?R&iO6Qdo+^`>@qcA!#$ilB6~w3)%qHbB*kh+g=pZ`*fD+$DPL7AdK3(r+U|!AB z5g>fj3HPdAMrf@RZC5@0oT$McKz2)@2c_Ih2U{f9-6rpL>J3F;W{|cM9)B1k-;N3X zXvr{}ptgK}5dlwF`NZfQauBh#yg?D`DQgat+dqn8Y~;-u^meZw@(ZO%uVkVwPEoK{ zC_XiRUszkAx+U>B+u0Q-L()w|ZEv)2o z3=(gc5w(2>JfRax5j)co~YymnOGdTmuIE|JHs6TRB z2wh8f?n~=nC5*IdrBt~Ur!kqA9&eYZ#nQqQHb>flx5o2zV7 zbV+=Oo;V7p5wphpkbhG|^MY_eeL4KLrF%a0K}$;q^TYMvAGGHNG?@(cJUvCc{TT*4 z?VtvV2A}CCi(t24cDg4NeF0j9YBT-vj*p-F&1;2Y0IW#zgk;`4q74f!%?h`A&0 z;a!{E^{QDtV1JVGy$9M#mMG7cYFUFuv%b%A7}0F}t0CFw^yGCfG+!Bs$(Hvlz{)!= zE+pJV9Lj2EdLL*pH{}iHWv8n6tOg}YPvB-}km*U2>(w{6b;TMmx7>Mpe8SHRJ+tCW zzw#=g%(dgJA5ETEFLk~{=1r>3@Z#Om>BFstJvq~ex56KFXzXe z*|j$T`DvfCPzN6v zIh*DDHBc*5W88bwUh0Elv@U^i=iuISUY8Z_1dUzSh+U?o(wgTHj!X-2uR;0KU`ln; zqbqly3V-b}5d9!raZWOB?VIK-Et4OjJ#-BAk13mg$9`Pk%WLF;!2Qs+l zyWe~o+&}1A&X^_N4T}D0F}u8sebS`9ulqFZ!Q{k;ykzm9`jFfR;{GdMCP4BKdx3as zsxo=G)Xr@g+XFX@QWf3&H!jAbmG7Q(Sw8W+34fS$lEo8YPI^V`AYDt26up2Am+3Px ziMNO3UxV*OOS^TT+l;tu5Ezrp6f3O6S&xS!o~<@t)efuIO9zxEKaXN^e5fJBFYuiV zpR;jjo!uKGnHMK$O8B}ICwhcBbSymhhvv@Gcyln3?7Er{`Ju&kl^;ZWkvnag)f-t{ zM1PEve#OATwYq#9!!Ar~@~LOjOjuri?5$+WS#l|oMq#o!sr{>01WQzP>TL>%A70wy zJuASJ~bpTxtrD~&%_s8u>WEDe>X>`)!# zVw1_EnSp)_+9N3Vd5Exx`|;4&@UU}@)wdR#&}O@m{$Z?>hB|7Q-ua?+?vSUw?ukl*t)Mv2a~?oePee zMnA-&ph-Y0k>uy(SoCSXAQDFtiQHT~!gA-Q;}P}WE$q>&oZE+ddl2LNOc0m&WM(v3 zn4v!Yb$a_#McJ>oFBBr`l2b1nJbzzKMYE{c65AY-4I6wJ>lpY+UjCt*O~y0QqE9m# z5_x|24pCHOxQp6tT>4PF6}ys&hkaCzmV9h@SrC7y;hHA(3#lhLo&|&zTWFzfhB=-W ztmwF1xJ4p`c;dBpy9mAT1ej|lMg@4o!0%^GYeMgLj^1z81GD9)yj7iB!++?g0#;<3 z@km6d_|jih&Kj@|wk+OQRd{lJEzg>?I_GOnR;CE62z{IwX6-{Hgl@0Lf?G~Y)oK!4 zmf1r~L)u>NyO!7@Ne@t5C3Q$DBw;372sM4XXawnf8JxGfBCZv*G;9)A#7#>SIOEx7 zm6>_%+xrYLPlI=b|1puCnSYYCw6nA%*~^;JyU!1Ip5n2(w_8jvwx|Yxe3b)nf>m_sijh7z}Ah{$+ao>jB+FnTZlvCsz6%*F?q=F=y&P?f`pN#@j-)P5* z<^cM}6lzH#%J^IO>*{Ujd|tV;oip}tXu8X|CX288kvt@F&9Ut@$O6!zfdo5*!AU8aZQ}3F6fr*xhE@2AtB}E z;MZJ@B=dgC=*0T5n}1FXt(Hr9=3kmqzHqrQe7+O#VI7k?x6wD{8O^kzQGN9CA$(f4%aLsXD~BdYmuz<*0k-OCuKnB zm%Sz>Om@4W_;!=TM83tFc+UvyqHs4pzX}G`{{cgD4I-CeBoGsaaDNTAaDNW-rw}AcC}n2uQ1-DBU65AnzFW-uHjMZ>{fJXRUM2ety08^K4!& zeM13dD9RS5jzVGugav^z0974BGid-2C@Kg9ijed28o{v$*k72O*93;fz)?t<|K*^H ze};jvcuWn9#rx@?kN^-40T31i2usKaOUeL&01+Ti`d^MHv;{JdbOZq)6cUCZ z=T$|yc%tF<4p@AdfBgdZAh!X+($bRrzrz8_&M-6_0!9LKz*q;EGrl4Oi~ty-AaEGg z^B*brw-4A>0@z@l+5U+@2I z_~(jTSQr3>L$Cl_m^~ax{-5l47-sipjX!)e+yh_^#B)y=0Q~j*`_B?jFDMF$@cfVa z@ADPX1*xcNsNDTC@xN^jCIOI?lmz(xGmSnNfBv@(;D2H@ zk#;D6^q+3=+w`xF-To4Q@2@y+1OAyy7lmgn48Zpvl3M`9fe`#l`2U;gzeE0S4F8qo z|3&iuZb%)6K>RlI{kH!fX0S6H;rZ7APg)!nF901BUIxhjb~T0l5v>jk3dcGBw^b7h z#tT6iX^$tffUuY#Q0xy5f5)i9Jz!9MI2PjYhcbU~<6lxkz>zS06bAn5Zox+Zf&XR0 z>kHz9zdtZ|Uj8=0@bdX*-Frv~3i?ZDBH|JNFd7Z^BnRT@BqA;j@D|1k5(@M9&18U( zAQFYehXC+1`U31wX!2jjDgp!uA@BuYt~mSw;7z|#X<>j64*9F8e_zNy3PNybG+ubW zd4ccdU+dp0hrv8x5b`gdQ4rZDj@3_^jw+Q|-31oEj%9i~Xp^RD zjJT@UK+Bl=lJv)mo(+HYVZHO?Xu!kb?Tf(4#QPaof_q(aDq8|sJ;%Fm?O_~H6pQ_! zWKzf+&1Q@NJC%(&e~J06IMdH(PbJ$$m&zA&&s#7{kEGWC&Vc*_YOX|9Y=rX5mNlX< zGcKMPY_FLGbtEm?JQ-)CX*_sN6b6qxRA~xlKK7h5k4)+P{{8)ncU?)MJK0(t6%u97 z=$Nm2fw*4w#db5($Gia5VF+%jh##mHB}Cs~&U1ctbCTFbe{%A4H2Ym+Ot&bm)?QaN zkV4Pz!)sg(A~a1x&=;kY$;8K5N8CPIb4w$>IMMBC=MH_H@mjRHK*dFm>U6I~fDHPK zYChI9nVEOHk0(VtBjPrHPJ~{-c)Ooq$o{k)$;d&*Y|WGq_^8ZXrpbPP=6HroS8S^~ zwmCDubj-g~f95`WU8tmX{u|=hM0Tk<$MJ&QAEyEx*S`fbsYkA<%-6;6ZLcP?czH|P zBowODn35rC(9(FScVP6j=cpA8VMSPb7Y+T?mpbjic_riGzJuyUPQ4Gx z)H^@KM4gipeC~d4?6#HS6?RPb)aA(vQa-|I=Zx-4V65LD)6HsJv@1?iz_1K=7(qh~7@WBQ4 zZnM2iU|JhmW(^xFOq|;0zMeunti=?@cMewUEjll2rfsyjrpTe@#9O<1vm)9t{M+@& z9tEep7JVOvjmoi+=jP+JhZ}8!EVMX;+;*kze?CRj_2O@3nd^LXCN!bkFcNo9 zf8%*CCGH-78>qLn7RZpGpbdj5T;F;H4Z0S0i=3a@bqgmsVSOxt6LX1+9bP8TA12-D zuo}p>oVhs$juc$T(o9>^i&A|9{=y^%%8S#l%I35xZP-M(4N810d94Uy2vRQK+*K+H zt1~?3)DfOeD}wkbFF@i(j|?)hpnytVe^B^V5-pv0T=l3V8~W)I_dw>>q{FC8J!d^r zp(tc{GOE&~;2NcQIn5Z)JIl4Bv2Ry=Z;Kk**}8b@Tzr``eIIs45kJD0qak84UtfI( zNw#HN%=|Jk4%F8X&eZaiu5{p>AoV(2jiYE}<&nX8$78Ei?g;~<6EPJt=A4Saf3S4p zI(VTCNu78#7cJ3i{@6AhuXpaliR52O?XDCCbd38qH|Y43Vnd_G7iM!b<#*@#eK^cG zg9C^k#3XM#WvaJeWZ|<>spp+`sMF`yUgst*pb+668=))blJ|Vsoi1Z{F$3i1r%P@L z7q_h6rtr%^saGNLA5puOb_*aGf4zbWr7PU&QvuhIEI)H;A4Lf6JNa`EoDD z41dqVc;CDcGFeXzSeulSx}Sm@awj6|z1w$*7#COB+DAT^=bb#(?1@zgk{ul9_SRBs zOuPM-Q@-wS($uYw4^|r9v6%U-ps6D?DQ8)C@&eq^g~3U{Waeb(DiNum~x zZSx#P;!j@e2@0v@^gbvYe?-r$d$u&ckLV+sn!52}AaL@8yw+HIsM3t3t6oPfgexo0 zJWIXT+5MWekHn;8P*AzT`iGszprz&aex(}^9|jpysHkv0d6VCwZ+hiO>ous*H07!I zeeOL?Y5S_~8)+_5h2!B~UJC(qnuCRVyXy6}24SBg9KIN9_ry;If1M>C6{$Zh~IAzk1F_jFj*QJ+Ix1smP*hPiXD2l~FvWe~V_o&%1 zcjy~*tT7L%`rjxofds6?83cUEOG`|rf<&-3VxM8{$(!!Bf2f%g)fB4I0U`C#K6Fry z-_(9|*XQ6%!h2U$xv$UPhzj-Y`GDP8*R;1KMTaI_%Pbl!bv}Is>#ieo48GOvLH&{< zjQ*HNp>V+Bb{WrtP%^S9z?EU< zhW+z$Hoeoo@0=6=zUl#;vGFVH$Z@EBk4%H10o$Etl=pR= zq$DYL#i&!?JIc%}0CSC~j+2gdc4!8CQyW5eb19Dke~LZ%o?$8S%!ix$Jq3!19o$37 zaD$iJUrca&ec}(s4is1@9P;j$47SmkWF{F;hdZqns;417w+3!c@a0?AyUMjc5cTy^ zt5uS*#>H1I#mt4WAM@ZE_C~Axwy8P&(gZFzZdbqeUw<~xZ{;DuTMksk%(& zmyrBpe@MbztliU;HTGn#Hh^+|9*b;znGy%r|5=sgj4;Xo1BY^R31RjxqFJ@)Va%Zp zZf6)TW3S8vgXev<9$?4F0QnehX@~OEsC>Z3*-T zsJ2~QExK}vvDrmpKlqc8>RR#Bt2T|Iqj(F zS$QOny*cgD^P%@|Og?l}@D)#s9IM==zNHMQN!&aMiJM48AZ+StbGiKkQD}bA{S{H8 zf5!p_EH$jIM*IktY7@%SFg5Vt!s)0&tp zhMjp}RE;=FDbz5X6FC)wa7g6L5}Et%5*qMAQ#lN{e{u#?0mhxZL-sX+wHR_ z*%XA>UZsJRl7M+DlY{2ohiroLU`7p%)l#`kG~phFPquPPkhR5pmk~^(d}6GBe1{g4kxj?NY3 ziAYQec$~hjjuKMPkav{r4|g(+f5}`5Wo%NXE?&MmV}XGpn6e*oo=natesQcqn;+zD z!5huiG4ZW;6gOMyeM~`0rgLnWU$RT`vZ*y9Rkx^e>51YxjXBvgxOx=aDCAaXylvmT zx?$6!y>!ihFZ-Csk?NpFTgYSQL8X6Cu8r;!Kff?;Zc#UbL%YWW=Xyise`7Is_RmTO z69+uo$&4EnupIoN4X8=I+UVYJ3@k6d{Yk)8$h>X!tc+i$YktZJzYb7pIWQ!Ov9gCW zU|Vq%^e$twF^K&qWIyTpSx3DS%`|WiFrlbxi5~xMQp;HKWtY zXqDMxU#_f~lA)m?#B$BR>FZoM9Fw@jZ7n34uD4V6a>DV)lYY%lfA!z!hS;4ZcHh?DFDhQVuF87$b|i+9A+MDd)XV;WkY4c3IX{;gcxNo?~crQTT8ddg8lRyRu!Z-l3{)!KWGK9 z>I)2*IU#lZI3cFzSj{jvjpFwAIsm^mGs$~Hi*;YlzjlPQX1x4W8xWRF+zkR}@#x0H z*f^+?0be@j+~O$DyNXRL@Y_*A9d%*vAN4U7CrMji>LniTf01Ld%U`$_>XzBfyb_pu=QNY&BM_RoD<$G*%Yi^mQ~fBqER+fN!5lKI)cf(uU(o6Bw zI6K7%iqaiwf_rU~O#ngz<66bU_ z9AYQ3NylK%V@T<3?(mi7(;FwRHqpn@r#bNOuel{B3J1z@>p;*J`kO?;9@N{t5%gB& zLqx7Zb0F8YhG`vD!<0<%BJR=3tv!k~*Jp1tf6>>@8;59(*++T4dk$r3tIb7U zu9a}5?s-Rh$>Rggz1j7J8)V)2b73%_@(?kc&Z<~ruwp|DVuTcCWA4y?`aq5Xq|8kadHz~3yTa%e}?@? z?|`D&-msTh~xW#J9 z-}9=EeRL=(>&<6j~& zh8*TIMoMLho@@BqoktX>%X+y)l`!)rQ_nS;U!i1s4d?qf`=PuB`X-2nweH<3C(@~Gc9M2G^pJ120t`MQ+I!IbX#vW0;9&+|S{L^oF008~J$zg|9Jx&fK-ye|q(J#M9% zQ>*-(K()$FZQ_~KDM;YQ?!>0Ye45-P{3Ovz)334rl7ii>+z{0ViXIrPNPjw%Hp0V} zkcVd}s)Ht=7YS6@dtRyxAy7Wv6rLLOv$T{gf{vN3TniRjqSFWGSDrKp}{F%?X%L zS*c2MxO(;Uy;NJ^_Yuj*v44Y2(2AP{0v56*(-qLQyv>KQA$OI{@`J}($lT4a{hNs8 zM{p@Z3$e=vLIv^?t@BP_Zx$SUrDLv{2g7BCjSU{B|DYIsDOsP*8eT>;(+^%NV|lth zID#qyq}J%uKWOR*8$pG-g@%_IS+wWXwm6waJ|WznX<2s(STim&%6}a5E28Y*4tN&2 zwjoR7s}-8C!VX-rcEr#ja_uFe?sd`;6?{F?YfWKFO>ML41?D~aqT8IN*}8vEp1Ef? zT0ZsxIr+II_K5V53(>ihr^Oe!~ z)?!v+&Yd%E;`zXrwAo7Z->`Dw3*iUxkg{+U=XbkK)fnop+t(&~#@{^7T&$Uu?PfTQ zks09XdO^tNG)AnhLajt;<8)$rcWOe+nMCYx!X5r@Kn%H&Eq^9vUb-^w(DmA~lYU5U zZs@k^z*48L~`Mu+8Ug zeWQ&4h=+31A%CVn@R2RdQZBcZr}#1^HMI?QJ4Pm4N&%IUb?5IUD@s;Q1T?V(y>v{2 zZu+#PgAsb7W{hl$KLe^qYp=zRkkZPS2e9-*D9Uv(0JS>+EVSgPbHhB`POfZlWE8r{ zElL&PqH;y#;&d~qNM=6YcB;suqDR2_L8JWG@iKi@*?$knzLaQ}Tf+9wBNDbC)7CDB zI3|8#RU;y6gYBuZDjK9-J^O0O)k-oIcKXMww;aS?k0gB&>)v7;d>eg1W@Y(`f(Iao zkm5fw;yj#HE%s;F7we1ET^aM&3HCa<0%>q$Yve3pxamoXDD1>Zy^Ey|FkbCRFJc?5 z%&sfek$*^Sl+y~CA#318k6&|C3AV5$9nM`;8uwbw#I)h+-(>@+kB>A=+QnZ6}b>A znpD35$H!4bpaQLY~)xAFB6>gOYZJsh2{BIK2kR>ZmzU%JjHMC*zv)pv7_Z&Ie!-*l{i zttb0;j_mf`BUDmzFp0S~v)iI@?)Oz82K`<}yMrjYt^7H+!?|I_urt#OKE<{fppFe) z;D4Nt<+prpv-DK+79kgInoOq%(R^|N>_qL6do~A``%M4!7+k{LeGRVhT8AH}i|u4@ zhV|cmG}@X!R!&K<{?5yg7_xISYf%`~M;6t8zFP7*A!BUHp2Y!a{YEF?gM7Y2?V^yK zvjdA>VRc!?9g^E0jsThAT6P)ZLJ1HXbAJy4mX2&JoRpcXyU%qhBJkYd z$;DEnLGywtV^~w69!&SlHY_kzBx^Mq{=MGJ&1-8YV{R7*I*QR1{2$}XK-8CEBoGsq zsY4GJ5H~XlFHB`_XLM*XATc;MGnY|g4HX44Ffcbbm$82hDSrcSoR9to3I~nd7)>^| zZQHi9v2CMa<1}hx+iC2^wynnY%@60a=l{Ml_s-7jKA*4sEGeOaGOeJAoe@yX&eoZh zk&b~2AS|mQ$;bd;U|^#==@F-F?4|6{C044?o&i@G7IdTC+3|%cu0J3xdDLY%B6D+B)oxO*n zg_*hYyPy9&0w|0r0gRlS>@NS!IA=0 z%q^V$VJO>~I=dM<0s-#?YYStbt<$@Ti>(RJ5%BIEpe!i^khcfg{v#~&j{pte-{Jrm z=@|cO?qBV{3|ZLzt!!v)Y-eL{XzO8NYX&g2um%F;#boH5-JNLwhPEbu2^v~E*}dx< zx*A$o8-E(T3;Z3rAwWz}5n%Y9;lKGg89Q3oJ3G-iSy=y-BmG}y-ped%Ya(oCV*|8x zc7pvYJ`oE?pz(X%J?Q^!u9dBwo2}P>kg0{OiRoWyn7G)}tJ+#PxBw+Z{*`$r!TzS1 z0i6M?3=9k$OdJ590|4l5Y)=1|0~HT@;NMKfzkkT@IrwRZfa2c;p#=P|EjhdQ$pr!^eh<1111p2^ z`xoQ?=W+jA<^SK5|7GR>bEdIJM?^+BD|A+U!WX4wSSH$UkH2-D+-*@PL{fgQe+nM~eY)q_d z07FMdLl4;ZUcVz&fEVNYR+<3a{~l%lJ)Nzc^ScV*Jx3pashuP2UyWsB1<(urMSuDS zu>t6Xej|1Oz3^|u0iYN8jX2-u?!Sng0YESI8!-XsC4M7j0KMdI^zKjkH+uIc^BcYU zll?E^c(<;XN7CKSbV< z#qT(n|AMZ+&9eT*w{vm)L;qdG><{?v_P2GG_X?YP*qZ}w|B!g6S^NRt%WnAxe6Nw! zAMm{p)_=hFD%t#o?-z#t56ka2jo$9J?|0evx85J@_t@=!v)^^?-(Nho)_*`#=igMu zf2sdmjQ^6~gS3CY6L!Dr&GMeNy|s(eANJoV4u8P+O8ikL#`m;;3$wll=LEE|_}?b8 z{v`u+{j*w(@1B3h@qW7Koy{GAe>CJh4QDsIKNQ{z=<)}AFQDrm@ZGQ5AKiY}cK-vu zoA>w|{?A?;yEwjA#QE<7{C_?^|G|I1QGq~rpfT*?oSiXuuw_kf>wT3Vt{d&{7!wOZ z|7FBAwEB)Hw(GuPpfJzF6?1Onf?(&&UgX2Z$780Vw?-=s31kGzk^PBJb`d(s^pS_aIvCT19CO-euAt_7wkF=-qwc4spV#eaFonkw$f&Cj67 z8-CHjgN;Q;LSb=mFvEidw+UvnRR~oJPS3PUk~m!ojGZKW5<7fI?Hgud-RfT|p#inn zOvODqLa>*<&N$-xdeF^=BW*ANm?qun7R7psr3k!k4Gy3%avD+QC+5zS+?lwPxZH`B zR5ELl7}x;sO92<&h<_zI-+&SP?rucBrN>RxAyV`sVlhc2-;Tr;7AFPA}*frkBI}-^6&-c^Rk-Vj{*F`2fg5G%)Q zzah-W`LbnGzzdr!sdz$j`X@$| z!Y|*>P3FAm*zKt%9+l-Sf-hqD^4I8^FUPSM8-A6^%2 zD`3nuURAkq^6B~v3D`9TrdYwee4%7hJ@+O0;W|_{k&nU_b9GMpJKg^85!ZcvBCIGkQA*}`+j(O=wZ)MpiC$b$R;fp^m~sj^@`>sE_Q z-6NtVp4B7bWbV8?PGg{I=2Z@4B+c=?V5?HQjd z#VjUBdMprYl@&8ZuyHkILhlb&s{76Csy85zY4~=afJf&koOC_Gc3hnz2#wW65@Vfg zYRx295+=`7y{gr@R5#^87oz=$nTg;A%;@s4_#1>8B3S*Tvai4VO>sp%!U0*L!ONlf zhJS{WxFAvOHt9Z6T>oea(WLol3(s49j2b)p#|m@etR!OGR4A44@rZ0^_zyC|p!jB) zGe4A+UYK*1ePoS&47x9qQ*!q=V})5ol_M?#j}j1gMSU18*rK7Dw?I`?HfWl%WWk88@|4JhK22gwsf_VOT#%~TY0yQaUGEU?JJp_xnhk(LY6z{bYP6~nLW zkL*ay)OZ5|8Ulk7Lw%)t(%v`ZicuC?6SaQ4(A)K@#;XgjiipYKJ2JMj8I1;5zJI)D z2_u5=XWi%ibcNB;%x$@_Efw@ieZSCbmq{48Us6cv5l^Sbg9<%)^!;r{&rHr*jqBnl zSORY4ks=T6kzmr2gf8|W4pn#=bC7T9-o$YSrBgH8vzs|_R0Kzlh=Ag0wZtR7n7^cQ z`O&EqB-BYH7|XeW1)miUN*eF}et+iK!8kvsP%Zy!x5vYQb1)Mal#`cymkxj zaGFymfn5$f49Jfs5$DUNL&F{EPySxqq~eVq@M5 zfF4Z%oFL;RR;Xfs5>gdC(<=u+8T~MAx25=qUN2?ZL`?`DTHA0CB~Qw;wn-w9;fqV= z4!VE!gmUAuT@<~h0Tj6zB`exc$sw0cRiHW2cg;jc@ixMwW)A>o^{iu$IjC{wL7ic} znP*AGx*hiTR}z8Gx*TvhWq;q5_8Ua66|Ug~@((K*DwxUauUtb|6uDdmq`$hgT~pf%&-l7_+|D`MfqbhCoh_Sylv0Uw$Y_;g(Xu!z zhz%;9z~&4+z1{(OSX7Z#m;hnaDOtL4=1nA^{IXuBERa`;8FLW*(S(msb9pT0n6pLp zvtkY8SQ5S3tV!)=1%D{?YB%+((EbV-dgX&UHd&D5#aZAAp5%>vrr=E>syS72F`$P= z9ipn|00sB*Rv#&^3PshbNS$d;oNPDR*{XorT#bjMSYO4gQ091{!R6({wXr8B|CwIh zw8wKb1$S9CQ}xQp(e()J!o4qhIcA?O@=d_#kz;uwnPSpBgMW5=`lO(&?l;p}jXnMb zcU}BQi{|^(y>nYtzQ?nGoE6fcrWcCIP8I$*?4Z<9Iy3}BMwt(Eb#4tK7KWiAYZB$9 zuZMTU!qKz_X1q9aT*sE5EMPK3c8&4EIIQsK?oX{xD!Y-q zt-VoD;^2#G=}Yfd(zwY}DVP*=d0;ke@20C~?qRKUdWD}C{5QCAlQyF=$h~Q&odP{V z(C1h|f!o6(g^2_}lqb>f@zEOQr4+>cf*ic0`(B0|)_){hf*-~HuH}4Rs0d8}2#}!9 z_6^ibU?aX8XX71?gOuD-+|6l|pEsnK>W`*8bmkxW!s#& z@V*3?b*}gKABa)g1RgmiGS6Yu6jPx&J8MYex+sCm5M)8jAs+`07v=W}&9H#(eux=S zutCo3HGdBWTJOAeXqOvt4mGVk$SD;&2DdSb%p_f>=eSb4#n?%mKuI;MKmxB)3&E2s;s|~Gq zBYdU@zw>4r3CnOsABUHgQhfy`4DVG#j$iqMzMqFjtZEcCZ&~af3iOZn!;pXBZSnH% zqM%2^T&3o_rq9HMT}2~bl@6{ik8<3rvT8T$Pa__|bxl$pUIQU{ZH6`}m3OHXdeTKyh!ocS`${FsA_ZxR?bCgzsIwfyE+t+zmDD#havN`}0YL!hK zF5iIH77=dfoA)TW&`{aCgLk2MkmPNxu4Dv#`rTLY{^Xo&OXXHdj zGz8RMK_w|8VNxE*KvqLlZKyhtz03GBAkpU9P|1<8Xnou9`MC;JKsby7PA{_&!MS1c zO-YZTAT)AR+WF&|*K7xpnNaN$(SPiE;oX^t={@1bI88?K#}1NF#C1UT!jVA4@mlvC|I*SIQck^1vxnEj*u9K@AD9=N`8iiXDbiM|AZHG z<>!w~Nz7VrnFZT!j#IO8;+d>uKC%c)22`Abv{*8%ST4$i6;q#o^ex! zsQ#$dru=B3Dj0pHmP@?~GJhRU@>9eo9=`QP{O0)}6Ub{SE#jHQm`Y_6{0+ z)hgbY*K^?f#&G9B!eG{b1T*=Tr5EK933fbk>T@JDDQq4z4v3iaJ~jphX2g4Iz}g zT&tghF7!RL+`2ooLweaxY{)rxc2O|@Wd*{roOR!`?wFn?K_v*db<{?|6C&+`k_ zy2ox7HeCljGQ)-0x0}WVvW=5jR($ailH~yKLMJ@^%4+?mBh7OV`aHB1iE~nkacI-< z1YJMX3ftWq;hVh&W zY}7Kzu=MM7fPc5o7TSX8MRRPRF^6=Xmww&4E#UEJbU!xPeO74<%cgLDadHI6SvDP- zY{uM^uNp(ndxy;;X?&Y+O&vV~%6H8NCb#qQi*0WZrZ2F=D!t}|==p9uzCxY0J^>XK zW!R6;P#0S+g#h-;AlbST`ABi`bM5yMJ-?p(1W6BnHGi=Hw>t4E8uL+qBXY&;^j91ww%z+f_a*!JQP`R{2 zV|#}i)0&%of?eXhztg{kexu$aiJ^f!%|5Q`+g5&~-vyy`M*h>_5^P1Z%tfLZ9Lln{@bAP7}?7_HtcasEsj@X0cnfz!AB z`3p#E1)ItMlm^JNjw;ZB}glaql{VFjL zCI0N2a}(qlUGcDgaVOz;x`kV~`?o~wPhNgU@E*d~tMI}`-jNgSSmkiYjV-C%)!Rwz zsDD;n35j_-nQzj^%8Zw7Uw5PoIqN-F)jOSXhZDz5M5-X5H6$KCX6TqKXU1E$`%yBx zuaMflkXr*l+R^=_dfcao@aCc8ObwwmS}6Bq{T zYCl+U2p~R(R}R95+*Z*bIwT7Yb|e`nz|13-- z%8yB=sli)a+Ls>CY!mD@8U7=;G04^UcHvgcO#Hj60ay}q*&Xf-DnhLOjw`Y?fwm~l$*R*NBMs|`6B z%GDY7g&lB~XO(1zYP)CafPb6<@wpV%T!`(gR?o8ea0$;nYMRf8Kd?r!EM7i@#SVV$ zdP`oa==?74w)S;D+A(EjS_C|tD|CPZ->UhQi9ZZWCH2E8&7)$0=01#M^MBJ}aIKK& zA%s*rnPaP#5e&vqmArC4_l&QD7^m@1;`@S9W8)O;A9JbgCNcwgMhyMQ!yPD*X=~AU(gl)$Mcyd_PIg1xfM$KXY?KL_fv27hVW(xiKH=;Buj zXVGA`3eAG54H8kw1?FqbG!6`=m?c)OQ5n?nKQG5ZW#%h{MhL?R2e*8?yrPtu6%|=R z?p~QX!%*3f(wGpgD-fq>STgt)T7#MBYe|r1SZy6DE z!K}X5sf79AiSPPVGz-xv#1wH*htkWSrC!Ap9kg%N?>2zK`olMpqeMURj-9oX*?C6TOskF&-+4VCEQC6q;B0pr z$rC?LKVhE<4WQkH9;(^ztDS>XF%!=Ihff0VU@It!GTTPo6 zI2cprf}rR`&FzR#RQ7$Oje)yz7N^$ns)qvwbu@k}43^3tFWddLlsMf&N|268u}MRu z1*}F3;mPj6Q>ppF8rM~&HO?!RL@oIxkCW6m{eMjQ1J1l78AhGk$g8|m|Kre2D9Y3e z1~H|R1Ro>KQkQj>X{lu1J)h<;Pn>JI!;qVH@iont{X*uBDec+>I{A3?9DCVXKcWpw zR~*9&8VKx9cj~=M_B4_a8x-UIWB#3=P!%MlMZSYoV^*a{aZ1T~D;YIN)UP4S)y_*8 z9Dl0kr?^^X9AR*}mS?O(N>cxFA9O50ALpGxl5WXWbu!ZZbjqv8l?&6Om`F{lst{YT zuMRo(Do>Ce&?J->oEh77fh#z1n;=iV`?aJLlD*G*E;M!YTmqJCz+7^g=@w%XasU>_ zo>k?mVNt`Zt9=lE;4}z@-yvt)cd3uqxPRy>5nC=tJKTFzba&V6;IkT)bK}Nu6vdGy zLEciykRt<@(V!Bxs-F?gNnpx+Qs}FKND&c4qsKt)Fr7GjGG#+P!glEuh&j?bysdHsYQO-zG_GW-eTBswgJ%eZ@bE%J6$y?JwuA7#fr_sgP6`G#w`uxnLoVTL}{VR^feivr2c@Webzj+P0; z3h4^j0MechLiy+2S?x~1n15c$&hCUK^buRN%sX<;*yG)K@Jj>TwB0~Y?QqI(ou<57 ziS0&?8kaPLO9h`yKsf1476|J$4{YpUM}QTJRFQH5BZOCeS5YF1?zLYPKGBXx%;t&L z?wknfJ*Z9HFfe79ESX$@=KV4#NV-#u-RBm)i|7)ie078Qaik1~*ne4DKR`@SwropU zRRd}!8OBPf^Olni9r9Ti&V<``+Ga?h$w@A@PpJ5Dz=wvLnA47^x~{#aVXM5lwxK7! zazW8cOcwMag4E*H>pm)@gNS_?wSGEX1aJ%%qd75hYvj;jZ6;)wm&aLHkr%g81-Zs2 zJuib-6pj-E-I->94u3i8W>5UMPMwRDb>4&$MJ7}pW8JuEKCj}x7~tH77ARmY60jac zGG{*QU=QDdH`_gXsI2ZkdTDNI4Mr(O-WhN;2!m8chG0NZR_u{TKemd}Ra`6STK51fUFv=DeM^R6Lg*Bz0hsYSuG?6uYo3w)-)zh#x(}uYW`lc3D+7Ren!(#vEnd zEUqr|sU}DysMjFBMksA2eZ~-PnVPeh9h_lG<1_^QV7POMWk1tDcpBS?6p0StZwgCB z*oU-D;Aol}aidIh4RjhD?WbTIn0d_KoW)#05Gg{)4XB`FB?6VrM%kF)ck;n zI_J#2)yfCv0)JPWZ-8K2)0(y&1kP<(;iU*Ui$TN-`C6{wF5X;s+bSF=-|*9O&G{@r z4$M^&f?swD&Ta*|R2gvH7_ES53puLnk~QZi>M|pq9V*CmIa_^~*&fu;7-TEdy;%X0 z5b6aj5hIKX+`xbQrda+FODFIVu8n*obpfNL;0G@Xh<}wU-voG`h!g^dxwT}T4$d6K z2Qa5T85tzKo#d1BUzU`px4l*K=f|CiJnKHcLfcC{z}lP|bdW3g(VuaSFt5`?@dmc; z)&bb1AyzyjbNS(Q?hTzA)+5Ztl%gsv@cx&})1k?h{L$ z;VoZbNq-&0t_DTqEjtMhlzNKpYry1=4^;F~*&r^VWwx=BhE_?%OrD3EL8z;^d_Gf- zdlA4ebqIb=WSm@Tx9@Jh$_SKwswH2XeBQkX4^*T2#!N){BHjGi?g&r(OOq%$4uAXh z_jYT?Ul7INy31PO8QZI8KkERLRxEvZ^oJ78@qf=Kn9A@2<~{o{p@@$W^nRqYMtP8t zY2Uxf?hcTxZN_Fwv1fcQkL*94G0sF-?`OUbSLx$ht9|u8zKjg(Qqn%;L%l*~PLdHG zbKn4-4Zz(WoX*Q@)^g}9)x0G!B|=s4LM0jD6WU#Vc*!U~6ishf_b6$RnK=s6z*7&x z^nZF3t1BgbS)0zj`-+30?PDTraRfmQ)~~M^s+;6MajmqHj%*nu|XS8O9GB zR<#;Zo8u31h-JbGOHz$=SzL|CEglFdS%0(-y4n`GD)Z|g{>eOyRzLZ_#`SBhq}w@< zW@-fS3ARfmMzX{nA&W-$hK__MPISURIn3#6 zN=GKXC(~ZO?K9>_+k)e7EeDPd;bDyrx^*kMF7z~4OS(G7wZ3XKi~k@6ONDQo&wppW z%eK1h7l2Pbvaxp4F6xTWBx0N>gPd2Qtqa~8eh06znbjhb3byH=72sS0yy=5)~W zxbD?+k4a1C7A>+fd>|+&g$RQo zZ>}v&x##GMW!@0b5l3IMS=fnkn~M$8A*S!({5%;VOyUw}{9Iuc48kK5T25_E((OWx zC3fP3S;W7MbpU+D!t%O9@+^%?*$5AB%&tjM57li+j{$fb0v$uaGTfkcCx2p4&~g3o z?wg|}piVt3FxZYKLoJ`M#z#v_e8P-BWM-G`C{?OHT@@PKutR0^Y^T;>`kKS3JXi3J zkE1=?w!7`rUF4M0)3nh3BFJ0i%Dn!$F+n^#A5=p!;tmnmahJa_e%?>#5gEZaACmA6;oLh{Q+Vmi)!@L9^?}-g8gfwz4k>WhQF<$ZyMy_Z$%*^Jhg|_3B&;UtmcZLj zX3N@K2hY5}ppJRgO}YJJzuld@vDu`9hQJCEFvy}a&wY)~30WjKG=CT~y5fh|B;$A4 zh99Z@1yNd|^(zW=0%a@3F3*4nxb2gWP^3$C!c9*rFchpdx+Bj9;yg>_@Lfz2jXbrJ z@*JPw$HjMdTB#jOkL6Z&+=~JuO!`Muo=A*d9ZiNU=4UU_3W6tuxZyrhO||oLtoEIo&((OfSI7;CkZ{2F6O}@Cl_t_QQ;0J`N?%XYb-A1j^_gu21Df z*IPqlA&rb7YwFoVCy2gNB7AqPha&j}UJY)F&aXhzg8E|d3Tpd&X$|*;%8o*aZ<4e_ zQg}ZLqat4B?pV{&fgCH$tBF#4qoBBA@Fbb!Oq64>> z_$pjr+dh5{$VAUBH(Lhay=euGUW2Vw4y#=2TI7#%JM%dZ>_>xn{-Su zv&N2@4e6UQwM*s0$wUFQot89!V1umEjEv9S^Vr2>wx`o~m$Oyb&s)bdP>1dtq3L*N z>D)CekJwEkMP6PHkV z3dm&Zd}ut`N`Tp@n3_`jK>urNG)FWGwxo@zCitzmYGw#)V-gijXOY21UicTco_(v? zwM|1Zge%5#rE2W4#+yNu{;7LC;f&L*Uv3#tZ<4w2dp?b3aE0;9uN$%kl_Il@pkK0J zjejWLZ{h{i2ni#vIjxWFh*DMBO!R$~1i8LveD(2`F9_62eIeP+M* zJZ%x6orbB<)JHm3@0Nhumtm)H_qcr^gVq1Q97%_0PS(nQNvHD_~W#SL_3jj-j0H0@eOwUJ+O-$*T| zMM>g1$!ZkGwEdJ5K8?}Ijiho>;|In{S#P>*o5>BYxLvjTmfG?nScQeJh(hdU2n|=q z;+U{`e0*gvdO6L7>5@=NpbUaY9a*yUIO3F>amJROpswzM@YruU$4u5Bf zF4?N&uN%}bwsMGwWkR^VY4T8tYRW|SuzH`j8j7&)083(*e(*h>G{=Ioi2wMp^{7zO zXtnJ>W{7B$iCvx&=;&@h2%gXR^Fu>0JIB-^$9y$~VSZhC5nMB^`ie9XO&$Kg^oJx- z^rMzaczEU-sLzRs`$wNi*{Ks%oqr!yUnz;09K>c!3~H4u`veBlzgkV3@juR<*$jnw zXOkW7Yj6-G6lTT1EuN_IapIMkUFTL=NUHbu_wWR>YLa6+CT=dr>jd=+k8N1=1jEK1 zp6nWO1(v9;=S+!>2MMeMBp*%gg1(t!dKeTJjxlz%RM!MYFf?O-E-ahKKz~KRXJ(W?9k^pp-BjJms5|1R!jjDQ+CX4K@`6akzm+m7*P_ zCzr1`SZL#PBdby|6j7N(k-FZ!%nmeAhX)DbGktlw3?T3%kY&O%9Dg-d+#i#%L}&}G z^heR=uj*zbNpVMCLV$Mv$$v@-b2DmMWMMxRx{!JQSV5psL7>w~Bvv|);k@EDmx#&P(+Z_)CA{yNYUci+(W(u@@;^>MG-zc>n9S|2+5d4JqIx^vBl8z z1p2U4^v>MIukJ4v>eu}x4i73#4M~;!o=>q>{>zQ0UPo6wBLNSK7k`?rUZ1%4k>u+E zhRl9kGzcophcjM$qOE}~tHoQ6YqEy@k+n41OKZ_7K%Y%vhP>K3+XYiKb=-!ACQEE6 zkgH-80!<)opIm4C-hb4VZE7aI*#U0HkSBX*-~WJp;%+?ZT9&|Hka^-dwESA8WgUbf zwqWt=#2v;M$^f)XIp6-OVvoFPFUAR{5zA=eSTWN(L=X|Od@edOfQdduk1Z+|p>MK* z5wF?li)FxltB?89nRr_(`^g@b(L%m98Gx*Y6}~&2ZJSj9{032d}fod$DPx z3a;~tx?I#*BY$Qw^>eFXVnsa`lsR4cq8LR_v956ydv&+hB4!cf^F(K&nrvy*Z24Uq zBw1h6Ix&|kJ+UN_<_iUry<4Wc=Fnb!h5Q+`i|-nWOOn}~=VTeVi>d-CGwQN4XdDSc z?9dmhK!!Bw1EWf2?Rh^`m&{Pe2y-GE`u5aA5@nGdW`8z_Mz^j-15vWXdvXUM_x^5F z$Q6Z{^HwVVF;$S;PqI+7Q#prkOVnp^WGwB)LtKs=<_{?p`Bq>>#V9LF7%BIjDpgie zELiPfwk*9n%6qP1X5mRvRpRSZ_XtAQ1bH|E3lWcL)Qt2X!`q?_H6tQNfw6&MHX|Si zf{ACG0)IUpv$h-Qi%qRlqw#yJGCY)%oV$C!83ts}!8T5IP?~O%Mf_S-KOjhL7zjmj z>q>Y68=g1OVBj~nVCnvGFBI?08re>Sp`8q3V|D7GS zgkS$@DkB2NHZ{n;X=;qB*79sE%SVI9@bhe)6@P<{+w5(97SDZJC1KQd@95P?U!MZ5 zLqcIf>h(6HAPa%Ucr?LNBs`KX}K7&a2K|OL0AO%Nf5Ut0dhhWcX@ww{>gK@i0|> zL5>kpNClqJNxAm9Sz^(#9pL2bic*yoeS(>nE4uK-fzVvg9#Hs+$}vM$7A(<^$D+tC z`W@49pj(D^oBO(aYln`@;bH+E`4ra4p?`vw93ZLsIF)=H78}d7+o}rKt1MZx$`sqj zi;Vm7b5&}xDvlj!_*tOSrIMy#27jbjag~7H4Ii|PNQc|Y6}VmJq-7vEwmFiCDClfZ zC&H6Zz=yL-qE{rj1w%@o9iTZIT3CI$-1>jwe_G??)h@V z2E-NfmPA3>Czj~~;3_W*+E0ZHv%f?mHTDet&}L_!+d6u}QwwvU{z@9~wwN0XOaSVD zzY;AX*QGz)>klc(ZcGoabP+!dX@Af*jyrWFoH970G9Dv;^9#sH8=9P9(!`hI{BG-} zxN3;qTKH6cB0MV}Fu0O+apd9f7EmOf51vk;_AM!^Esm_NjMI+CjG|%Ujmmb})-7Y{ z3xRZDls##G?A*)In#AFKNKf*JzdbH0!#Gy4a*oMDDH{X7vA+$0cjAoHw|`WZ^SvFH zR$ru%)>6v7P3C7PWe*)Th_TcUy>arGX!)e&zX&AD*@Gf#RUu+G9;Yc=f?U3Oe7Lf_ z;4U-OrwJZX$Ee{ELO=EXqDq&cg}u{EoXOh>Q{*ak7B!MAwAA1Hr9wW>k+YkAK8Ob>8`p;w)W%%9Qu>*+5gw6x7u`jub++P( z+n37XuP;2hw*&3^ufxYT4b1h{)Gc>u%4P|YiN&!2jV2F1wI1` z4FB>yJ|){jB2^;!ZK+F@Dki2)>5b}nfoOGtD%*_*e(8mq_j*lFZ+`?q+@3dl=<`}@ z!{i6F*sBtdIKf}FdzO#>N{1c9(TOhLmVmpgk9EKXnVg&*JEw3Mln(p@Al$3G;x1UA z&F&YWQ8z01z-*wFQ4HY_w9||RNAJ5u~_j7`hnmXBhp?umJ%s#(!e6Lv|awm42tEr$gUAgE(QTr6CfaVb2m~Il>kS2x zYaI?cz8PGH%t%j0T7yS&XgI;eWqRvD!0m_mx8n#0aY zPMik}LWEy~oly|j`^2Qq;l9&E^l)f@Gllb8{C`Ct;O}(pw8WZSecMFjNpk;ai(dvl z-Q;<-g87vMU3>8QL2%O|m*&7t)HhGn+rrL#;M--+aYRN41fU?^rAqws$fY)OGqf*%do?8r~+$Di;MI_Rf zWmR5x|JdAv7*z`L+}YRK!@3t8Thqr_^2Mo_S6@j9v)JZ}4mzzI1mnRA5;^#{mg{6Z z`x*Ipbw1&Gsq#_&AT&JN6mF}V5n|Nodw-%Xb?T2n{Cn%-XL4^>1k8=ocGabUA*nQe zi@6BjzC7x@{TRdbnf4HGASJ|uN%(45a-GDfg5 z$qyIJt}L%C88m?Vp0>$fkEYni*r!@Y{Vb?@OF_uX$A7eQ zl)XxV^WCtVR*#oV2YxO??~uMU*SyhgOm%eNis=3Cxxj~4z$t!Uy$p9cXah5}`JofO z?VmX=+#wdu;JJEdfb9Qc#SN5-M@9(_^&WM5*E0h)uD@}*~GXaW-}Jl|FR3+$z5 z6mo_R<-mPj2ozaZxesj5G$r+M7H$B=*OYGkP~}*(Npa4nIGXM*&r<(uLVs3H76Tl1 zWy*kCn6{Y21Cn*scgd{4dC0RVUyH0>_rCJL~T#%%oCz(UCGZVshs(PPd{lneg<0~ zzBs{^K*a5&7?^~LPxWp`oJXlwXQUzq3QlcDLI)E4Fx!1#J~-Y{e19=EeMKL$ctfWy zU2lec4pTn%;Shv3MBFR%lZr6KxrRLB-;9bia1765D7H+>nmZ4h27AHf$FD-pM(OY@ zl&}7*+_4#~eXQGA-$P2mZHjj27vdm$m{LGsMANX>H8~7>*^VMJ0`v65e|5wGE$9R; zPPE-X%WX!SFI*Ua8Go^A6g`pqasXREq`!(>!u0b%IdH?KQAoGm<+3jI@uGHB`Wd~7 z?TZCBN8U+!cUx!-_e8R6DRwfYR+n;U2k&&>M36qGQBZWkS;jZxdpb<0ibACxzEkIJ z{7t(pr2%U~akP3g)ervPP|VNN!t{cIOu%YbAOJUC+0ealcX`V`@05So7bR-t51sQB zXk(n7__-&0A(B{1%I2>Y-II)72&3W??rn0qx{8YIry}1Sz^KnHKGz{cfpiQ_VN`P) zTHaC1ihwsex|7&ue5r?9&@|>PfS&*1Wd2-lLpAG%%JtnLXH(F#A`5XjBQPy3&|NAa z$RyCaosOJmbZ&0GSKEIgA^O8YzK>PweQX!#16+lzD;HE|*R3gz20u=AU{TeZSNoc7l8JX2MVPiQg@IVDI%bp9 zq(m#(c!;&RT1`Yitv)kV4sf!8NM-MxK5p(Q^iS0uMh@y$dDwrpz=U$!F`bEBZe1^V z?dU731ha6VDjIHfwE@iZ?a5$xh4lglhG-bn3fMR9Z*mg~U74WP=?T)19h$q1N^Wl!vh=P{i(#>w$?UbdDucyi1Wb=JlhFV#duXP&(-rM%;S5MSYiNm9jP={?NL$BBDu2z@V*VM;z6G^f zZ|qZ#YD9lw$gI-)b2Jci5#cj-mcKzY5wjWG|$0KO7KC@f1ucFF|SF|-M+6s{UC>dy##H;zB$ftAO7Pl3j zF4Hbm!$7tto-Au%eSJK2OTX#CG=b9DS5fO&MWKJpOUj{>5(&ESSz%^IOdt|RShJ9)~ix^g?-or;-b9Bragwshg zkh~vUmDZa-TGaV@iK9xk*IHtBx z9foPXUjb+mG6EN9lnH52LSo%!XDweZSwnvzhkq4x?{5^mbkb&q*@jHcKh{bUA5=U( z+lS{$*~@!$wFy(KNA+wloV}0|hWdyaEuKXpHyWp_spPz!x}JI4ohyte*Ok!35dR{4LYP*Vw*zV1`26`T-F3*LZ?Ciq-w7-H0hHo&scV<>3XJ{3Kg>_TB9{7ET>~)@ zHtt}1xvOVf2r}>}W4%hyoJeW7OZDY1Pz7S1l!&#QTJVev4$kmgU^A19E7N}@bDzCu zuboDmSjDgga@dl7`WTSk_`yJ$ic&xN{}_#4fu%2~&wa_c{kjV)UM=^lLW}5gNJ6yLtUKFUkr5IS9YQB`}Mmu8@}gc2!vH( zEkxk^zof#a&4;Felipbl;?ZJoeu>sb3EQ12YBuL?_lndt{@Sk&QO197UhewqQtoU|`_naE|R31$srUfopKy({!c85@x zA&V0UC|UzI=Ftj&LdRQ@pRlS=`J#jPgea_yc5&()SB>rpIp&rsi<>I({S>Vwel0x6 ze(|P=^L~=$jvXJxWO#pwj*6Y0+X$uGX{A+`*JaeupDozck-F;BvpIJSrNEjS*6(&u zKyR66qm8WYaVs1y6FID6Z#dfeY~@p1^oEw8ub}e;n}*yTkG&YFSHe(Ag#|Y)v#Tz@ zv8y0KaA>M}?RiGhr)OcCi9IM1M=a-2zW{EFL1>QMA{PzGkeq)g68!%J;S3)0LN+4V zYC4&kNSO^ZK!U@~>KTgke1*Cw)P}tk0(L&w&@8k9n$eb5AW_gA-MeMYn2^FbKYg1* zXi+Oe{{RN+w%0Z={wON~nsLb^SFE*6K4_)lI-83ii!mWOCwN})K}ilKa|0gDlL_jX_SPyYjFePK5LFIESHvQ-NDn_=k;`O3+Go36+@ZJ3%e&7zz5C zK-Gs8ofLmKJs~7RJ;*=v^;5Vdru1ovBiB0&9lJRWnji%ut_2kuEo@qS^wg)VdVkRv zl3p8Zvw5uGOg|-i0*3*k>!|2TY-3IrbXW(52~NUfM8@TcxzUd!y4~>6-q$2Ox#JR6 zwxQr$k6m~E&9E_!XbSjN3L|7|!DXXkn!M7H)d7EE%!~C9Ab$9jr1eP~pm|%v%H8yx z*@`*+PtPa$h)aW>`ijA3N=LE~s3>?&%8X5-&Cs^<@XklL+H}D8-;#M;tds4~Wj7Fi zJGU9Sh>`4D768KxhI%3A%vu_8>^Lac#bi-@zNe}wzQ(71BicD#FtikKU_{~oXuOX{pCa# zQy1x8S;e&vB5GJjmrwX~X~p;k)H3Uf7W;oxfY1~3f7k~8&K@3Z@;jx(7dgtM=!%aj z!2#Gp97bt_i;_cYuak8322m3`Dj(y)Xx9BWuA<}t*BLDN$$}{ThV$| z$Msl2)PIXQ%0q-T?fmTo7hzq)0BNAw!zvM+5N)$@9#^hi{ch2Y@{0DUIG4?cxDJ1G zM(5m(qJntOqlO=^;E$R(v5wksypaQ%X|0g~J?P_^IIXW*CA$+EtNqOcCFA&tt_>&*v@pk+Yl5ZgaT@4WfGJnF!HWF3Cp(yFoCw z%}3kG%?jpW#43D^B~x$Wg`>I19y@!t0}KXC7!rf_1o=<3x^3*QJ|Psp z>L=XYMn5KE5BZr@j4n`5exaT)m53<0l4zR%i28+@qfJ8$r=PXDqoGf>PAz{-b?jJy z&cA-VJECT%F|^^mC!N?DR%hm@)j6Vk$7*adLE#u)N2{=EP3oE{vO0sq$H6%|L&j|J zVpR$X*z|i%ke5nD;j9AKOJDwb6M?Fgv~Htk`4d)Bya7UL(OMiPkT%Xdjc~St*vRrP z8>==;1J0OfW$BC?RZ6u-)5d>lkHS`zIN+xsirrMz`FNznXO*?GLjDaK!ode-f(Rb5 zUU$hU(G?=o@Fviwn}j;x=RF?t)9TtAkVClIAj0KFZxW#Vk^TINUj{w!({yJICW5&2 zIF&xOw81p7BjuS@n8W4H9p3uxK7z79N%M_+#NNdx*=as>`kkd;GqIMX)1C5P z$-BsGnd<7wUGNxTWU`Fg>7d|Hf=dM7h$k&3yH6LOsQj~!d!T2;5O4~6Br$zMxu+1K z_qyPypbi&8w7zA_SKEKo|GCj8(fAU#BZ8r|STkhu_=(TmiW00L5Kx?-g6pC3t|8<&5)Zxx`FnGk8GUeUqd zQ@MUn1QP~-F+m^~IHc%y?PAu?<O2;|`Nu#B*v#R; z&?@4RgU!PDv3-jVo=tG2ZJ7~3R9Lq+NiJVSY>83YHas^K8vX%Ufn`sg`k+*hf^XQw z-QK~{jlA^+&S>DAYSC5K%9{6oz^hwsBDewXk_kgxh^K!wWF)qQqvpPR1T!YgahRep zX`!IeEdFZ(N6lp$jD)T0Li#h^$t@LttLxQwISfw4)8WBj)io`Wewq>i^zp*N^e-E4 zt_i5)pY@&G{sDKdQ9UGAjgZpQdCbofT~zc#@w1_|iI%IXc2^a(s4nZ@1oth5LZyL?TvGZJ>$) zKSDYppFW!M04;|?&!wVrt~gFT6@afrmk-t!1?s9uAGN@_ga_p0kY?MJwJX2tD1b$J zq88i=#meWnmB{C+9FR`>_3w3}`m%mBT!Tt&AVGid@UVbnCRU6(U(;4cd9&;Z6W0fC ztfhtJg&qq~u2?p-NMu1+^kS!S5Y9$`C@W#;p7S1Hg~}w5=ZtBsWUc}@Qi)&X!1*(g z3i2iN_A?ahK)+s&x&u1N_d=2ys#He`edK7AGNeNXMcdpLUlUp|5?G^@ED>ELb##FC zMLmCa!b!eYLptJ&e*yryr~wl4`k%bh>DIh1TeZhUOr(dp@%p~Qcr=I$$bfjk{xmSZ zbSHg8Hkt36iS{zJcZwI8o{=A43t!(xK-VH1HM1vpsy>G8v_S^AeTo&h2-|{%UIXl{ z^gc$S(ZO(Tdf5>~jpfQk>*_F5%{tr+}+` z8+iN7pYqfQ{y#x`L3@wCyorGkU>wyyEQ+TT-v8DFkl6PBjO@dvW=)4TquFqsACX?Q zV*wTi8rM*KLE-WaEx0K7S(*{HA7~oeZWzP@>u`YSy51qCiN#L`;gRPw^SfTNq|@tD3-NiIG0qk}z9Wy=Oims&V0jY+TN8rHWH?>Foj$M~h+hbq=7G z#LNM{{IX%m!^jhizi)OqbavV2*VvM=Vm z^3dYFU8+^!1GJ+5S+`6X_6dr-5PpB3384XnmREV#Etx`IwKK}Y0wqair1`q!M4L5% z6* zf%VC5opET1#^)hbjn?%asypi6YPlIy7tst^p``bK0cU0&9K8 zaYl^aYDcX&JN}%ZL6J-mv1fnRWe1O6xkEG;Xn;BMz)dR{^Ymv zOr4G)=SWou`)l8CDSUNg2rW7y+#=6Q7bTNK>tum`nmYst+7U0D_Ld%GB?`HG&!+>4 zU=cZQ*T6S<)O46Bz$YV|jf!OARrCs3j*fp-ZwU+qvHY*H{GqTkgxP;(T{frC&5cT4 z8q)@Kg-||Z*TYKIcx4)N&mBx_9^x*iCApq56L2Y z#LgiiU;<3~W2&)~SLVGdeiNo*sj=|SbUnxZxUk8;CG-lEbC9K|0yVz1d6~B(^hc(} z-+UVsDS6lpuWF>{Btd^mq?zhI*$*B{MWJsBRl+xell?e9vH(YDo&OzkeZHVz?xw2GD%CkKFogPVn>1<(8wxEz%LeTFw?h+R<>m==0RdhN_FxN;qw7nGyQ3w@1@O`xpsAn?P;&w~ z{vE9RcK{3EpThxgvT^>q+&|gB3xOT~N(Ne3KpdQaj^1ELYk(El9t2R6Q)YAXa$^Ai z9W8$c0_|OYAustr4kiL-~432E+C7SbN6Qd=W^{FA)b!D|3X$^M@y^UV_3R7v1>bmo!vnS zGXKQ9m{9&>vj({VcsV#Y1h}~XAZGx`%fg2JcLObdZzs@SPR`%vml^zhoghvCtCulA z{$MN6%MXgLE6@W3aC317`TPFq_-};5$qBFoTetztLDpbLl>bzJF@voB#xM8p0`>wJ za=gfo6TtEN^Y4GgFAB4SINE#vC;YD~W>ya2weJOEZMZf*cC zH$Q-XPmmAb|KC;Af#82w{E?~PXaxZX{!RAfl>SB7;~xbu{Ied6fd8(g3VG2j2*B_k znHzENa#*~4asEGx{jZe&KaKyc@_&{2|1y$ux3~Yx&+vD^|Hlt>0NZ>26Y-*3cej@v zP=UN`g5&>&>Vp1WTosTd*xliOy$Wu?mtBy5bhNhr_d$YP<-lGbOLefDh0R~u_}i@g zd(Z5_jv#f2EBN=z0$}Cj;P@Zk%W_%Ry}TZ-FOvMr1$xVgNgvBgE|`1@JPRKfns&g7W)H1^EH&z~837ksyG7 z-QwTqHy?J(KOiT79rSPb(vJP_v-nQ{7l7UB56A;xxA_C|0@%TSz?Xd6Ki~@yyFZ`+ zfZhHN_(II#Kk!A~?2doH7h;e<;0q0>e?y*^K29%6gZwcG=L<8JKi~^9*Z(BEFmbg9 zy8c0(^QFdr=6sPcyPJ&*2=qt53qQ|)|3I!6eqMjTmjv&>;D6nng}aN(%LDe;dc9oi zzwlqLB?#mNvOrm!gIEZM*j9(M-hP!N^<>={6P>2r(M@Ay^<8xN=6;WXn9Nw26};wh zEtx#ng|)IJ%Wx&JMET42sHqk)tU2*b%Y)yeX}redP7BJy1VP_;!I5N5FF7)Q8LO7W zuHP?bKb;^u*e2+9McQ0vcL5CbeB4{l9(k{t-jd~!(7ByAyOn%OsE;L6tkK$0MnPX@ zX!FdoXNjm0+*rwxm~hU#FlVl=r*U$|pD7jNnNj?Yqq#r(8mx20+|Bx|mT7Uhb`aAL z8xWDhUg3;P()mj5rzjH6`xX^{My-j?f8=0fgIXKurSuzar#cZbR93(t7nisUA1<88WomL`K=fUulq9mH8Fs?2o5{Kz6w+(BW5Ln^{bMQ{~%jJAUjm z?X~Nr`K_;1_S78%1+gGG9TN+;Afuk2b};^`3YW(Sxl*vj917W}lhJUHcu7usna%lp z_lf5uZ^R%?Ku+dgT$P=VJRr-9PeBL2hxzYGQ=J%S~XKc`@Butcd!==PO_ z;<9Ch#AJ)yG4!ZP*xpTlr)f#vgC+JWYv$_vBhiL^v7-pM8H4OFU_fI-sxDcC>J?tZ zYhHc!r7aPI>b`>gg1oTaL}&t1+0oC2!((*0(F&+tJo~dZ*XU8(2q~CEHcoa{4dJSW zr8#|scW6M5^UX^Tr8jg^4CoUR)ef2hN z#9+G9V8MIHYoIc!I;^TcNS98=Fn;;~Dw7VUZl`%xm|Bpm<-NN9oqt>WT6^~-@M_MM z&Ggq;bnepdYs$J+$K7a?!`nX3*uiO)hG`}*hsIfgUHytwyb-bE6?8V29o(`wCo5kL znGQcbiPF8CgKS}c<3sk!HXFb33AWoW8j^6|2fr%Kz&d2vUz@DZ>8=D4My~ezQZ(eB z{c@1&AzA%VN}gSt+D^JOn?A@LC#UpQfgtoVzXX96zvPO_gPJ-<1e zUe!lo|LTO>k9fPbz504rvh(hxl&zn5`&*ory$&xZPsSSf+M;$rUZj z%;FvW*&4uqOj=)XYRlhAdjytvP9@mH9l&NJhMo)`)?$a6a1JNYUYU?PsJe-3;!JXr z9S@#rSk0F}pUe*=XH^^p)Rd8R&C3$w_v=_@RMqJ^k!wP^7GXSFk>P^FYbXA#b>xMS!TIZ5!9- zw^@Wa3%va}PfoPx$J>#8?m+V#1>>-+h)(auYN42sZFH--yyBI^$i$t)^TLNBE9+z0 zcBi}t5%4*s8U+KrZ*lBw^)QBK>67NJCMc6$K<4>;c#?FphHHGRW7nVJMy@Y;E;Y#j;chDskAwb zPA`^&oh7@juF4{$vhN$A$t};Nfg!UB3Om6ZHlL8J!S4mwV8@G((2k1G^90^1XV86 z0c##SD5UF5WgGzR%kykWG<)7JD279fqTlHR%dTuKyE%17N6+mA^;S|1qhQS~TSE|q1w0m9pAy>P7vaE>xSnVEO3x(E< z?wHIsgn>w@SBOpe7(A*ZnBVU8x|bE#V^j8VhR4g4mm+*8Hg~c4F(RXfmBlebJg-%@Zkn%gjk+Cg|ux5ITPoTt_P5X?X&sAGndAHI?#6Rs*-*Wdj~mW@&1lVp~g8FT6w z0eZ8@ZRek8&V(ogcF&P*BaS-jLfb`i$3w1NLW=Q{TeV!-4>R;##t98kw_< za__g+7~ho>vueD=0ZY#$Qos2Sba};RANGc<{nzwu1~efb7NOD?RK^Mfq6^kzV*3oR zM#5vD3y?(k*L*9LoxWpt-{>&X;^J)V+YPO7zY94|*Mby0N;~@Vh&32Iy9|8wZE+#& z)HZk)lr71bn~|^BaF6GI5nK{mH-iv6w~ev~7i_#e!0_5kiPe1Xmt`eLIbSB;p?A*a zJ|N{~C2ubK$mXdl{O~>8XgC{Z{ zse;{i5)B4{l9a1$ck2?sPav<99a3}gxIHoIG5loc=RrjMj`u%Kv*rjt9B36h%pL1UC^`?-h7kxHpH1}1+xy<894cND zcn_0E_$Wl76e(PBb)TpEOgo~N6mkVevk)dkXg(fLopA{AjXM|jV@dJ zKY5*O?Qju)!jdJoO_Mi&$<`qen(ZJ%pNt&PDAap@z|fiv zW9q%kF&eBb>-~GAke*|;5I&D9ANPVd3G;Wzk-f-ZuUd<~RWp}m96FbdJu-9*h2uj6 zoLJ)6r6yA`Y@{G`PR&D2OZZDDq8)vj)AweK1zqJ=lRZT9Lhum;r|rqu#;CU%IK~rl z3Kd#^c3x+hw$|n!Ung23u`vjtbZ-7A%_3uqnt(~AEpT#fFS!&W2q+UXIq>mfS@JbW z7_~5V$=u|FR5XOvHC^Qmd@pl*ov5`U{cC(4kgO&=;k+4SEO1AI=iS&K6%J8$K@ap5 zwd$xZqoD`L-S+x3UA?2dV~WJUxi7hQvvkdWC&-kBR`s!{Z^`)b5X>w8b~Iq2tMMZU zaL5%&K4V!*h65e3Wo+*1L*G6iv@;IWm8>mE7vmvfM)?I($m_l)sz{-AabKSJIvgKb zph$nCfxxj5cVgW4v5GYav-S2K>7(28l)w7pagtjPe*PClubO0m`GIK-vgHjnLL=XQ zAv5>YXG8pOQp&n7m$U~>+@0aEkMH@rjAmUNgF{snDeDfOBF8V%f91-R+m%(L*1%u1 zsoA!tej}+^TiRu=Mbrh6%ucu#tIX=8MlzP%rltJsTt_TXJlEGbAI=o0J?`M_{Dolo zN>Q1UKpa=4c0e4Lx;NAO%gCEf46+}8ZB14d4HMHjF16n(QAMon-$wsPjpx;`R2mlz z(%d;WKC(oS2rmdUMdY1*?YbWPaJ7QpcgTLR*&I1yr$e^tzH7Z5kn}4ra_$t%pPt7) zc_L{?;;ypYR83*6iJv%goZUCh1kT5s)zW2@$P3+yH1FF8(iJUEQ~Zqduft3e)9OA?RA~8Y4AI zXr@^{Qv??sv*+$hK@}Wt2GPl;AqaHVr1w9nAbV=xWF7OQE-dx1WUYe>!}QJ8nwUTf z#`?_B&X+3j1xyXuZ<|Rwd{&x&MZS9nY41u;NQ9>9e+nhdkuh!_UUP8I4jtor@K-w^ zmSxj2uQR}&ZF-x5ZOR>?lV5vEoQqIP%A;{W9ZOD7P(4w1c(#FofnE#=RZNZ1?WAkR zZ}QVMV7Lo8oOrE_JSednHpXwM*8ORBD8yMeG87npL0q{~PWVyCm5>&H(Sw4CT18|8 zfg;WOV1Cn9P*uSQKCO>8+GchYlhr6O;%-}+!h8n5lcmyH&5>RJfADdjq`ZQPkVJMS zlwO$p={+X_AZ#l%Ybb!8_$Sby4`9DXRy199&3{LoH)bBFH6@Wk{f0Ej(`n2$6F+g* zMvwERMwtGpXac_0q|h0EQ)Has$IpQKPG0#A)DVyWmT4St%mkH`(iGV;mD#>ji`th0 z%=gvQ!$n7JnIJzD2|CUSA!RQoxWwk&nl*d6S4-Yk)yb2-X>Bg?3v209yf;Cmc(0sL z{Ph(Ol?;RLdc#@Trf($EerTwVP$H_^fkkd~wV-zr3*yk%kIce<-Nw|y6V&@M>_=j+ zwS1Y3IJ8hlDQE|zmUePgbJ42B;W?60ors@Lo|MmOlk{q<(3ig7$s_?)5q89YK{zh0 zJoAaO62y0wZ6&FlNqZiZym&P*hs{~MAp9N~D-Grb3sH42%(H9hvR=FZ`BTQsgo8t5 zV8*hrYfVUKZt)@#3V&BU&+RbdT)S62h=i0xm_ZimThzwGRN?P%%4EV19ixT+?- zOWy(v+!S4eX!2nY+(qo3feKDL+o`yr1CgZkwXCty;1HG&s{9GG^0a_yW8uN!Ii=$; zR`{7S);WbOGf!uFg{I7INt}6HjFNL0zH3FdKejC1&40~*jV~?oQD=HHT%4*oud!pv zM7d|LdP2AmYmRF>7*>o24dypUh)!Q7eTS2+DggJzvL_jj0 zJIct9v?TBrk_{A!psE`-F?qs!!Qd8mu*I(H=(b{ipeKrjfnR+m9z2cofZ-$sIAR`j z_6~K5`UdKudcCbrn1tI;GTujSL!akb7jZ$8?DbHZ;>MSc2aIo@@o2NYm>afZtBH4? z_X^|ZXn2OLHTBDu^L`Si{;0d-7brYip}=<<4U?n?LvLgmv9EM@>FUoFMeO@VlF^ey z@z4!_QExp4AI$9@rGdi@qm}8*8*lDM@%HFGLF9nzp@W~;T+;u2P)<6@XJx$^HNL$E zb}V`rGa<_Hne%Tjwe7X>MHJ1@_~!!FQ3}vBSMn^$&m$^k-v083g;|6{;*1svEAZcc zrer+xZz!Qs2}lini?N3uWLrUlfm~6H6V%Orx`%t9C^dv=ijQ&_h?J1GUZ|LSgvi2d z%>7707tss11cH>%P2TpeHv}>xQ(?5Ni#W(Pc|?0#a|nuksimgiJSaRdDhG{~Db%BB zx?&GXDQGoB&CYmS;4Fgn>+&d(HCpUE>}mYU!8gYo&Q53FP~Lb!O}ap~Uf;h7uSxfR z@HyYh?0t6z3ST_ui8U+g9|0Ac-=sB*m+H`00=>@gDbTu@Hbx1M`}3e%-bSkINK0Sl zf2c^h;+Ud#$sl#j9MhDp*o6`8n(`h(doY}Nm@yHdVlCvP`O2%D^j!rTTY**ViC{KK z;S`E9%<@$hj-ucxUAjUn?E6<$fbm{`>zK8A3#Jw+Y-r}9a{LuJT}R7M75{M!efM;8 zb=ZdBa*vEX3vp9x6+2!7NDpKcZ=0+rr{>+1RcHwY|*{jFfs$XVUNU?pRja);Tn`N z(1mYnR__WuM7NOzrd2vJ0t!lv;QGUx;}7~~MSEt7rc#yb6gFRGoX-z%1<}8s_Cl#tF5vKxu%^^ye3cHSz+98leQqNgy@(b>S&e>?cc#Sq^ za&hdlQu_O1%w1^B`#FfhoQ_d{58|>hcuvcDATrv}bj_g7^w>6(tm4yC5^q6e5xuH_ zC#Fg`Eh4k5kVh0s#1M4|Y~ysvkK%xhL|~y8f$+FKT8vqZ1KLg1SRW|*;>V9-YIE0h zu(KFT4~c=}5P5e|CiiYv6lh|E;d7OB-vZ>J5Wf{5N^`7n*YKQE_q0-fb`M{fLl3*D zC}d$O5s&;?pXW;D`&tccQu=>MZkMxBB#UTfA%L*fPIVZ>lLN=slIY(9xlHSa7Ossgn<&bUkXkRmRM% zJTjXK?#Sp^WY@>i_O7J8rSCSDcE~dc&lG7K3Yai8&bdqyJ0u`OnPn$Puf6Pd=^Zp zJkUea6gbB5&5p;I&DJkdtG>%vdSx45{Jw*ShNzV zI{HGmc0BGTFT5U75knWi>2@jH>4#k6BgeQ^lXTbSL7^OzR2AQDLD|IK2E0i!m=S@= zRjDmEktN+%M>V>x%gEdb{#{r>yKjxhRV9B-dQlakomeHE(LPP3_w?U>_3T1lgRjb=w7Fhy4oC67LCF6qZ_7XB-Yvq2aZlG702sX zmlscv*1CwzUWv!9w9~h8<%5gXu!7l&gO&Z{jfiMko*m-`mxUq)kFa)hS_yunL*QD- z?3?0uyDAj^qG&R;*6sf1a#99u%7OwLspv7EMu*#f?ZQ;WP#fif0<1pB?(tN-3(ZQ| z{U}K?CCD0{P+F;;`Q+-0;dzM<_8dJCJ@eoYLzKfU8)A%|+ zRIyJ?bm>&5Ek)VyMprNzA98T>GM+)!h6wmzM1*A*)A)DH8Z}Od_Xg<2fwx(q-`Sg| zkn8b(ColsysXoLtCsM_x7Am5|ieMZ%I%L38&#g+(4->eT$0o4tr6*Tr`qX;}x^Q4u zKe6bTw91&0W4#S%+hJNU+~J`AsM5505VbYEIRDe}ml+OVa%Q63xWiSt3-BPeLcQbA zVr0Z^$|p-LM>I??p@Um#i$paZR3f}6PP!g{nO49(_p_%~Y8`KD=kq?B#-Q4Ut#~{wB!iB$@wr#d>AC|0T|0Zz9Tc^vZ ztG@Y5Im-@I$9c}8Q+otK263sqA2pcq7^QDBJoBuH#$e-3=`wv^Q5t7b0@wV$@=*0& zTDiBLqLhyklevn34WrKp#B)1@xOnYMh>S^>$3%~rCxv%J#-n}-bIB&H(4pH zX3#y=M}@A-se$9b#f`AL4L#bcw<`{kb)A&N2Pvi3jn+-pE7L`chRLHzPBROClEogy zBP2L%@=*ptg5Q88q8M zJCB<_+MjD_v6XZ7pG)coX;gb&EJ ze1|avS$Pv?xIbmUwHlDPy=K`a1N!H~PQY=(7S!L@U;5?9%*p#Gm6r89w(Kyvt< zkBe>4Gqi1d7ghH%Am!PnV+yo&tL##y5ROpNF#;h6^PSg+aaa20M$-ODKqHa09{z6} z*i;a4AAk3-FyE(mHW zTlURs@i)6h-8k=B-W=!HSl|_-BM+bRbsKcrUsUsz+7hI{De{^wSFSJ7tPSuYU`J@X zw56q^J*FxDV!c;?>s?Zr!L583q2`udyUez|=+T@JcdjuP<8IHGujrK#RsqKz7bs5ep zEuXvoJpKuMz*{&R@zfKpWygI)qHty`T<;VfLroL~rl1uqL&l)?xq)v8ALzc-HQ}Al zJ*8Qea9@1<95|3eKxSw{xudg8@apqE)z62P#U$U}qP%9g(7;EpFbqvM!-dV7rgbEv z?mPGT>L!SP%?+u--VnS6qj&7P-Xq0UO;=?T2c=PZS+Rc7DZy|}F-|k~8yo5L60L`f z7%t>aNwueDb#mu0&shl+2h=NEd|mogtxMg5t|>UeC04lUrYLVgWXZrF;i=6CVCdMw zTkV}6KkL8LznAJnnpRdmf%J9GIeS33ioisZA!GD^glgv=F}U4DHC0`O?SY&3MiHfb)U^Yzb_N^hJdSf}!+ zj+EJdwM$s2;t%(|b{ryeVuxL4XMvh@w_CJEffjf$caend-qU0YjS~v!GueazBYjX? z>vxo07~>D|&kZFJ4$Pa`+$I#w;y@}VZMaBmk#FDynnmTiRWkK-}To}vrVG@a=i z9#SmF+o5EWGkNWNYLS*^IFnN{gVT+5k=UYtj?`pH6OtImGWCOedma*DnZRqQRY;f~ z5>;Q_rcUo^`sZu#mx%$vcxQ#MO*i*rdDc|9PxDD~vMgsp#_r=`=Y0-6{SKMHSNNg! zkNb7`DrjYC8bOx?5xFO>3B?O%o`?s6?Ac>3iIX<-)win0OS98d)tIf)_0a+(_)Cm` zHiN}ztFM+O3m3Qde=(e03!)GVB!9~pF^jb5rf2k* zfJ2wz_y9Olu}G9?VkemiJz2j;4JJI;J}qU+oV6unfAnq0bWr*bFY^?Zxwsa`1%>jd zMn|!%BOBH?KnkfZ6RmG{EFacU-1Ojo9nUgg#|yzdN-m@3v{N6gpV%_v^E^qV`^Pp7J%T3g9~R(qMT z?!M-Vg@XiNdwnx;nDapsjT!jzrZk&S;De3ExB*lrJc3G&bnQ~uH)4Edm27|vl6|$1s++Hl^m)#aL*rbtYZB86#95c&Is-U__=O>S7^d~V{6B- zPGGLmu;&Ka$DIl)9lZl)Ylz$&pbH}{`=*Y=b@PIz>g#~Rsmp76N%{Mn>{sM)6%JBF0Wb#B@`r~hH3U&c!Vwl#I9H3} z@WE|i$}#08S-~ALzInrkZ1eTYnXI54Men3H^mUVVugRV%H0vSOEkNT8jSdZ1Z-x_V z+U%Zx#isCUn?33hQO{CP>M2Z2x>r8d6dpc~LwUz2)#yflow3(sQ!b>d(|1eIK7dg$ zsa`RqPW_c?Zr51-`f^?SV^xWl>jGp>$6^WNlV1I|YA)M@%Yvx2ieu7hTN~U8ZV67b z+i58G{Oz$i-22rsdhPac@KqG@`1Y?UbP<)_0KrJ#PAkPMl0h4IvR;JROggs*C#^^C zTuY(*28aBAogIz=HwP}?3DiAF`RZj}GxbT`CyCnJSIhbq@9vZk_4$^=xS_}^A|KJn zC_NArpupy&Syf1?B}y}_-?OR|e_?7rUFv3n+7f=5B(jrcZ8QE<0*`%IXhI~UT#E@( zOQ++g%3pgxKBg*Wx5P#8*8Xl~k+U|ND-uBaNrYE_jV=UOtCW_#`?PzqKdkdUeeL<9 zeZH+)(43#n_24CqLteLF{PDhh*4|^*x~k71%iF$qL|${~S8h9b9~V7i_&+P*+&*tx z*46ur5%}(Au13_*}Xyc zu12(f&ANO=rW;|8znzTAPzTiJ{XnSWnPMR_{#=5rq!AV zInkC$-Obj^76^825&cNkOZprI*25QmEVewJF3pd$2Xfmdt^M4PJp}RRr^enepCKK( zTUV+4t(ZH(w*iB^ z*Y0MaqCaCC-rb!bfKK=qDutazP#gf0g>jh#OK=G8?#>WkfWe*M65QQo2<{GpL$E=D zJ3&HlcL?r5g1cqd)W5s6$F1t)JH5VjfAyYHnVpTtYOyP7WNn8i9g#IQYC_KAWy|0a zQO{N!E_+lhhEA>r3yM4*ob&?#@9nuRtf^SaC{#?C(Bm=~{u%<38|l^Aq-xwY+iJBN?;^*V*mlUk6`uH;GhO|zMS7}jV&KmNMB zkW*X0;F;*3PnZ5D#U&yJs8}*--gQFB>A_F6r4T+|L+81kEIbziFE8x&xesQMNcwhl z!_PnS1wb0_M)hl372Oit43rP^rUmhE-F@pFD5z_P#^?|8CXt1&h%Z#bNOTcJh7ZxO zW`|L8oHglck`H5mQA6*rx{=Jz^iD|nvt`GRFinGYSWBE--UinKe*9GD{hrBel)Bk# zEC?B+(E3)<26#~mU;0XRO42IuI4n#iJAiY>o{DN6Kzv*-YOUIdYS+8`YT$!?ae>D(=sy}>9@|E#k?HlkA`)9BZT z#Xczzx0~27kPmQg;Mji6pF47oPWhqdInVxU_7Lu9yI^B;Yoal?)%lIpQ}o%>bht8& zAn%|Vuf*N|p| zLL7Xi44nv|TLH9utyLmh%VfR-r^1g;gKG$Svl{jneSQ}ea^y}!kxusML{c$gtPoc zZ6nNQFEtmVk>8xdetG{vxhWl?bUMyy>(45V)~|dQ{&2m&v6Q5?J5SO5^_)$}@vR!_ zv}SYa(|Jicacx>XT~*nB>$ixZ(q%?bQ?#04S&hI|DgVUhGZ&WCoGHz0eRIf82r(C^ zDGF0G(}%qB)Ks=3F;_!(e3-#<4a`4%1gy$dHC-~@yJ%P9{bZvD5&(sI54Ivj!`~M!G2o;m+G6j7#00FWXO}baIQ#lMsl_D?%2J6KDj{P z(iv5DP2UE{`JZs$ zCfLINi|SMH3kmT-CG~MxA(HC(DlmLRhq&} z-dP9z6+aMNu;9;8PUZ>qZ4WkL(^+zx^uD8EHsVjO)X=mwAd%)QYta8BqRp|aFf=M> zlBFg?#JXFxmpwWg!%#YUsBkoRngyy&Ae?Ty{n~J|ap|vFQJ6D21L-Ue+_$}#oq5)> zT{s+_gNytcB@^KnNQb!+t>q`C->GYVnM$k&+=$IwWmcV?dRq2cQP;FPY|~(JTv0$0*ug z^r4x~(!oNlFj50l2#hUWh^BB`xH|@|DvB=~ln3Uc3re$b_p8BoHp3Fv6muY9DfMN@ zzuGB3$^SW+y!XRnu5wuQQ6g`I9kC`Fsg&mS^HzqJKn9g|XUtZ~eOPou{5C~3eR&&^ z9$2{%=CihANLZ5U+4PfykZB}4jF|jfrVH%ALfGkyFW$@tSrR=_U=84k@TPYa98WGK z=#6NC>C#K>@ycM5>R{>PvAgdcLT<+Kn4vMrs6b93PFMOT5O^?5>S;Ihc;!^fcDD+qS;-xqd-mO*ElS5C1is?FMMIJEd_`!Mlx`S4;SNL!-HDs^?nZyF%) zyv2`pYKzT)?0NMx*CS``w$iAmfYs3F=T*TBskeQO(1>VJ#Y{9v#bcQo1FYAcw$Ze^_k;Q?HEQ|c)&!udoIDMWW z51T0VR1sMH=ZLsVh)@gr-<)^!#1)UPEM-!;3Z6+J^!x5 zGIoU1Uq!jUl|!jxCS-93EqVGXqL zHbn^Os&$bRdHdy<4fP=0bR*mz-<7~2gr1}<0-`MHA-ch$Y54z43U?%eqQ{aU1J*{I z5LP++?~p&OSN-)ohbGM;8#r!M%0{Bs2a*Ksr1>Vftp?8Ot$er^0jjkdHG(5=evB`H z?mr#~%(wzu*-VM>;bWTA47$p(?gmMmFxl$NkRPH#*}F#-W?tp0yzww?V}3}J>Rwk@ z5H3rB*i>xxB!;qSM6=2b!z|5;#%0k*_KH}uQFBwN&fn~Lf=a;QOW9CY0`SM)3-j(> zI{k3ucb`1+^D!A`r;?`K<@jxA{7NR)GE{pLZxk=rYSRNpbtW6;1=}YcA|ehkMcAep zYdQ;6rZ6(la!vEi45{B3uS-EvF+w{Nzp)Z%a$#1k8~y&OjU_&xM~&x!Dc!S)7%k9} zP|Dc#@tNd`Bo;Id51#OriL7y~kd>^Z@v5;9)jjdmovi^YgEywF-z%p7+ zk)HTUek(CE1LuZ6>Uko>YhP=EvcR;=dOby8aF{TJP<==^fx^ZTO?M#*XO<8&YWwA8 zxwipBm3>34o&fwyGud0-0Ts`SdU4y5a_SP%tAs3!Vf}}=j}-$q33;fL7eY6pZxbR} z4Kil-3jRJ*-&wDmSBXW`*S_PJmf*OF`5GI88!W06ohj|1i7zk+MMZWq1*>?G`DgT> z1qyb3a2_6%S*Z2q+;8#N3{^KY)8hU68Pc!@4D#(|anYSoT4ChTkO`UHJn6;Tkhz0Q|m zwN7`ppoD5h&A6pC!_DDb#Y|B%)RU1h@UBg(K6U7BiAmW^i2 zuqPocg_ZV>ev!r%9W5L0up^vfSDcb{>7pF0LYKx5`vF0Hw&jQFE>g_Z+)?~KCgFY~ zrjV6#Wmi(rTd%1xdeNB9iAGY>ge|{y-@2cVcN7%|4OAJGm;5k~FYKuWmW&Ih24TeK zS;g^Se-$*oI%Anpc&En)ma|YmhP=t!I!VW|;2is{dgX*KRu?WHGpU9AU26d)_OE!A zhMLPh-WJ4;c(>@3#@h0IcwC(%TKTWU##NkLEDf-kNnf>(jY4n~Xp|m#G$~>z{!@88 zzT1xoUViinkv1ck`ZDokW$w1aIO*g`z?R3n>-aVcGIh}=%jL==eGGcCfY3`1t?tdv z{*%Del>gKelavY{+Q*m_bSD0{)HoI2e*D?s*G+=ZZT1s3{86i7E3?Ay7^?P_@6wLr z)AH%EQ-q`n*lXB|=5TJ<{CVMdDG~E84b^RC;=A}}v&6>Z(s4=}1J2FzLk_)sH`lf@ zQh{#EMv}grHdORfmk%Xl93W;xmRu1uBwDq&b|CsSgjSChH=|T39aSCX5uL&?YuP5n zvEvJ|PK1fQQ#Zcy+ZCSm8Di*2Q!bj3Q8|sF^GtnxN(jhh&*gIC`z_S?HYN|8M!NQ6 zM$NFuheZ8cKHv1+l@2RE8SVS!IadO?4B449S~{N{JF(t39cjg6#kQ{Iy}T&PDDqr1 zVJvq$u3#~i>1Q926I zwuu;wE5s!gU@rL}K5W5Jl~m^#D#h`=%zPnqWJ*g}6F;QhO|Vp#ltSDq4JwB_B&dKi z{#Y9DAXWG#J;|J~%S{KffRzPbjCJ^Xt$z9_y_5QiVP~CP^fJHzgQti~c;FqCt#JgT zbt_e=TmhHwF1h}fF%!tJsp75A#wKR&sf=k5tGa3Lp<8V*LXM>^{$D9S;?rR*&b#3v zm-S_yKDzMlZ%-JJnDYV1vrwu$`N!VPJIAT_kJ>m{WwBVWejoh&vkMGc$eIa5LQu4Jhd z=P-mo;e@K;fmmm+O_8FhR|A#4MHGQQ_Hi5dV*TFLOk2ZFdvh8uT$QwK$n7ZSu~1w8 zw)EHX!}Spwc|D zUjK{nj%mJ=HE;A?liP zDT?fXm>87J@Z+EepGm*e4EJ%MBJ=t%joBT%^SA*mmJLCN-ehR{L}F~})CKg-79tTi zy_+>IaQO#UeWNeg&F80d z!(--ZZC>$A#QbUcfWSpomSz{hA4h@&nJ!qkNN6DLaYDBo za)%r>4CiDe4S`@x3d@$!>hZ0>RKvx_JbOc2Jq~M^C|XrY_lfP*d?!t*NnEv$@<=Rl zgsRF-r$GCWwUP-@!s^_4Ga_0XT)!NT3J^nWdbDXoOn^Ao;w zj64WJenOa5K;2BB1&R8HVI|h~u=$3JM!UU1je}7}-(Q~=4|pNJp+%1Wm5$`%EwussxSnhk}+ zyM)t1A0C!fkz-*^Z&c()BRlPpSz{jABJou;ItJM6eLvZ{er`w3Rk}lBEhl?2c>eSW`_goLy{l^qnJv((FJS z!9HjJ1&FXNvulAA>dG`*KpyAQnBnErZwt+2<+DEsyiTRe#ieoLcBmxs?Jqw@A04vH zk~{Pw2^)InOkz2OEUvdHTt#ZooTxUVlGOqI2G>YDwd8sPw3? zvhv4qDs9v>az=yQL7R9WAi1n`h9G)mO|S$!pdQzk~+(Qi&4 z2bnn#PyM}@lT(#Im=Z#;9(A$X^+JX%hPogXRB4 zBt(sc7Kb7>s|z$PhfQ0~RnQAegiKfkLx$8EY~~vV>$=5gKL|7YeE^YOWqIr=ekC{g ze(b8w0{)6+#9rRxiN~`_<>BJ?Z$4s(lQywVV9>)I>9j#<8%L<17G^v<0RNVWZ%xE- zgk%&@S!GJL*!gO7uucO0$a^|*a;jRJ!($+Ot$IX6 ztymnjI2%Bq4~ik$i8Ok|fG}L0*<`8$iLh0i&5Sr>+yI(Whb1_KbAPXD{9cf=084)P za1q;~vu|xe#QpV4wH31Yuc_Y`VdRHz+;Y$V;M~gpt$m`+8ax`95GEUj&BXmZT;?B1 zbJ)K=4B2QL$n6sgqTQu(7XEh!Hx8hHJkF91Pdw@_2+p~RcM0X?rv|>Lzb+3rv8q0v z-2P!qlt2*eSqUv)RKGg!^A0ie=o8>Uw@^BHoiQ7C*e6dc==6QMvgRVx`2!lu1c;g| zVe#CB6&+GnNRF6haKE|n%37*kTZ<)1+ywsXP}(KsM7PpzWc`~MI^F=;=$Ue8kRq~M z+jnDy-M;)I&0Bw3l5X)#6z8oHK)sU2h})Y)VlYvXTJ1KKLJdfrkXs+pKM#=xxd!szJ2;jJb-avo*n7}( z_H5=G&lfve6TzUl3>T1|OPZWc-7Mahj7Bv1vXyx=WiMZMSJ7%nEu^O_KOP9_`0?#7 zUa4R7$nA>zgHb~G%a^9K4^Drp;Z<-|2?(#j<3{T40p(_o`OGt7pc8#<%5wCc?@I6< ziNa28U&8w6F3=Z#J;RFK7ip%fg6P$>fhlUnD`RZb*R(L!=>frG&w(9PHODMesKvGG z-)QwZLCYzEgn$7fzp#W{b`NT*m$AHp-Y{N>egE<)Y;#pOgsklgJvvp!YpDV6S$}^k z-+F#iOAKf#Kk&upA+wYpH)>oAm!yZx7Ax{Aj1D?y=vaN#7)qdvc)f7C51X+Nf%`S% z?I7LZ_6NGO0w7VGn+2Vs+rd6JwY}N#TQVbqkak9t)?jE|w@L1SzB9ts+{oV3lz>;0 zGYU>;>KWr~fc%I=o(kbW&dpVt!AfYqJ9h`2-*Ii~46_VHbf`JY5yRXJ36b~hfQ?A{ z_Shu>^ZmjhYb9{mBY5C&6E+m z<*L0lA97A9wu}z3Z+Pv8oGEM%(wv0!YzNqy6$j?Hn|-(M^rkdv*h`44XV2r(mTSdwCdMRao zam}N79LMp+rKbHEJ4m^Rhu)j-Xb@Lo%iOkgRh74MUvkCj)kEZ`^S(c&tf%f!fpmZE z1%xt@agKyiMcV&%3U*2+lYH0raD5UGBT*F9KD2aRGwde8D`Vy#lL4I6V*qo$w=kDX zGMG*^EXZvW7w(!e%D`+84>62Rasq?}6qGcH%a8r51lHX1$LB|tVdlWFdm`TN$!sK$ zR4m|Pn|lvEl6MWJD1E*uKRwce$C*Y`LFPW$EvO%BQQ<$~ADuGmcleqxl*8sZJTX|P zH3CD%#i@=rGCAMRYufRG)y$t!mQOMDI~I)@hHK@@XHcbBF*+ix4LiOVGcavXH-s<4 zx=qF*DmJWs8D|O5!+P(-rk3!29b69_x%I9Y!!p=8OfkUlh#&_jeD5;9PBvl*aXZm3 z7^c*in9GqsQD|%&gmgv-I;@aaaq!DyzO$d11rb z^E+O9t4s9idPE_4e=)5Hr5?NarYh=iRH$5#?=N&%x*BKccOnv?@W<{+SgteD-?+n7 zmjMQw>Y%M1Btj_#O5VFnDSkqsA43^vMxk$>J|K8_crJ-v?+A*ffXGp-yH2s<+nnXU z;z*Ny$NTTVn=2RGaR3WH7Z(pV7Y{oZA0rnRBQt)QeF#jblf)Q^Aqvv~I;`L@d<&cBlVTLfIp&|s&tDM&j7|;0J`F7`mKr5f z1=wa6i6RE1(=C4%j-EZypic!h>}42L8kgV!QTQ zLZJS6Z?(|Zy{6@h2(tf_Ju!*UVInr*I*({cM@+o~0~rR<(uk`QV+WtWC(%Y{b8Z8~ zbr2L{8YLYe(_SJ;&=@vIybwbA6w9!5kg9i?Qy zQOSPw?yt@2HR7bq2I_yThq46Wny7K{3-EIbO34ZdOUlR!OA85c%gBJZq`0Ich531S z1b|dxg8!ey=>I+-!o2@k41|7G5v;9_kGA#KDKo!NT|9>Vsoj`hpF9SAUD0jb7PuiDQ#MY zTz8b>kHmt8N)$U0Bbn*n`+s`~BCHwnxQN^FgJU3z*@^$y6b26xx}ePLRMt&zkx^#y1fM?uJ&0rf#<$+%)O{fK6t`!pdcoJSGf4eHqkpV8nCSdOk>6gZ_c z+LygreFJ$Nsx6Kb$ck+I{VlxF~Qz0xXaXbCA@C6v;uGY3ZVQQuUogA zIpRXPpo}4G^G{#diR6QKSD6(^!=JC2O2bck&KM*@VPhw=r}7zP1vkrNz6mD*0@f7G z&1FPW+2H)DNyP%n3Hygf?NzA3HOd3nwYuKhNnm1`gz08XuhBOd6RyC*CeNkr-+a9< zo95izeLIXR0-FneGZj8VxUG@G)mehPLk|?9<*A=cx4fpDUknO^YJb6{e8VRo$OWLM Jmr<1k{1-2}ez*Vt delta 86653 zcmV)BK*PV#phEwGLa?+90SU9U3^4%&X-Q^}gX#^3>J0&h>J0*i>J0;j>J0>k>J0^l z>J0{m>J0~n>J12o>J15p>J19F>J1AS!vr)kG%=Sk-U}&zTv?Ojwh?~cU!kfzn5wK` z+yL!LRh-RkE<2m7H>p%5dEiJK4Q+{&a?M_e|WWADN3`y;N4e$c=xTp{p!!Z#S50b|NU#<^2WXOw|Bnz)!VPbHN`G( z-@X23xspbhjEUvH-~aLRH=HhVl54J!x0R&8r&+AHAUX4_y}v2p6>GA6dEAy8e_d|2 zuGMB&%N2+F-J#w#{#kn%J~^~EzIlDWUanZSTe7Tw#Ea%7u*Fr@9Q^aDjqfkvwYw#^ zS$I;`n_CzQ?yDM`W5*x-&)rS6#^xJOc2@;{4|SNK7|f6^R*aEcX+OEYCxl=Lg$wFC z{EI4@7)B6lWbE^&(18!MY>CtyXc3u9-|H$tN)k%hV$cc5vCvNs`e{OK-m%1lOt55$ zRVwy>`M=JKjpnsZ&r9VG=Cu++pwfhp+4bSLE`3XT6EB8}$A2CG^Zb$w`m{j)2F{m`*3o7NklMS#1u0$wb3{(4{4 z)!yI0D2G#xGHuIa`LWoqke$U!Gs3_lc{@;^k=tF_pqJnd7&VOStP~r{k5$w9%PZ8x zz4t6mYuNZ^X+?H89fQL;?7}t2*&UAM9(9klE=6{A3L`mV#|xPFdUt9noD05R#dc?Z z(WU$OeyLPeTjS#csy(i5Zo6qwAI<|@o?*%7P_IM z?Ey*3h(C1kNAM0Y&KQvM1%cMGhdf~`+ebW1u?;@pleZYMx(OqPvt(0wgS()i?rg9 z&4^dsJB2_&at#!0(4AB?Yrx=2{~$c?u?9CDYc^sH0QDKl2xi>N4!Uhl@rA1Kzs?hc zr!I6Lfz7^ZQ_^fsovW9K@2D-ZTp4ir9*d|_3F`fTUCZOW?+o0oHs$tMmMi6dTiRn) z)Z5dpa58@A47pUqcEgfWA)^StYESAlLHI&X-jR%RxK`%FV;jIuSF@m1< z7T^sTpH}q-OgzONL?Y7xp-SinfS`JrqkbTiri7shmt6=%PIMCx(4t?5PF_>+JSeLA7iH271rL2Ffrsr4c#FX}y8?%4@Um=ty9*HT z`)U}#VGKo>e}LB7lmXI8CsNU98Xs?gk9}FU&F5=~d@cid@%sIX|GYp!(gj;^R4da9 z1(}Ei`LFjc{`qgZ*uX=7@RUTrYU0jy-2;S~K>hC)-@f?ki{IcXWJH{U`3fc7P&#IE zFoy(DToX_+3sDJ)p=2YX(caI9YDFM}oP(wYqvCc%^LvPmDWW+LrFIsoxdm!^M73EL zyK+Nr?^D)b2sI<;{AJ2PP(pRrt4;Mnbq}XD_G7ZHnj3i2H?&}|etluG>r)(|i4#Ecb==3%LQW87uVC^b zA16sZU1&mX57Neej2?9i(g&O381cY8=6ax|Gn{cvlrRgK=dkkNQ#hj-vou)W5NKvV zk_$!@Wb=v&7*lwfzkpdJ$SPRWgC)#DR>3trCkt952q59a?pG=g*bp$ZvT7DKK-$E> z8g9%6q~at&R{_+(-D_AT}5ayWXJa8-{!2@SP z;$Rdgb5EJ^36NRsmbcH+Hu!A;b}%M7fv_293d%_iMl_;HC*U*(O<_SpW=!*k2`J4$ zGeBuX^TSesb6uYfC+Cp;+OJw4n&PJ191nHO-oe$t8b##N`5YwURU;!^0djA)*Rv$25PKz{3nQJ3Kr^GvZ+mnh_5}n)SiERb0b@XN6@fu3?>{ z^`8DQAjkx8T*96y3JBB%E=7JblTa0KzRy+ZP8K?>YGm!ZuR3jMXpc=t2 zr0Vk^&^_isDdk58ttON&fru3IC?6-x<pa~h4W+FlJZ0RLo7<;zP9FIi$jWeyLT*eG+ zgRcgE#PZA7HqT=_qHhkiBm9PJUmR}i1pHtD&BQa~zJPTbE~A(vInxs>pNPLXh(`Pk ziQ4DlkD4j`&A@htzf0IQ&tp5{Zw|I2{)TK{?Edn{@dsSE#nmkMgA_!tK$K5JzFCM` zPAFApL|H!6;a?80n z5GXAChUCCZ0dNkQunff)hBO&92}LqNEEkt*(wd3%Z4Sl-gBYguCt^H8a1O=;1c!`Y z8iP5TK%fz@hJ0o^CKTkQ0>(0gQ5zlaL=c{ZYQ*4>s_;~wrAsjthv(qD1L3FPJfd)a z4$dPAhn%NiXaEs3KXZiKcf(!F+v12H14!Jmd<2}Dx^?a>;M9^Rs$$MOu_G}H)dGjQIS)TiM*n$%C@{H%Hk7P;w}5pP1_Cl1zEC_?0eHJUi9O{!y^GS=Vr z#hoTAKmM{W&5V6qjS@u3Q1kH8*E%B-K|N7C_NiRYj z1C~7Vk&dm+t`EDN*Qzg`fTpH@J(l$r-mkl+VzY4)Fs^pQy>>dfl2)uY-W8`N4CgCj z-7CjqQE$s8wucUNdFLXDkiRmbi?u-A#AbP15Pz9?Ny)y5bp7lTf*mb@w2P^Bwm zFYFsv>>LgrKx7!aPinU^YDpjs&hFeN# zV&9&rLx%blX-7liJ-F?@!gItC182edg90Q`!w%q(U99@rRm8WcY9#Q|eK`7EVxUpQ z=}X^%jVT!|(9y-s#;YU@K+%w44!ZrQ(#;`K=whV_r+NIKvJyJ`vP!THS3nF%#uE%L z6P)2DTj#z$OPvOwgtM-H{OQVx61^PDoaMrARr_C1V63>p`V{IHb}~-*yAt0;1;;T2 zM`I-98<}X>N-(bO`vrdv|S3cDr z1Yrp>;JWqbw8&$$Z0xhc*5Nt{tAz&l16{VIQ`t%=>kG);mG?r*pjTe5pxf>c+_G{$*wyg6oKr=& zOVVY)xxgbX$`z1zo<#P}L7kbjVJvC-BfI5*Yr~x3=F^62z1`-Q*sUJf?MS&;XWvEl zU#2)`z>)Ap*?Me$Zdk+aOM11*_D<*5yue?A96M;TAOr zw)W6YU}Y%#BN`&x_*0vjjW@Ar=lXV0+Ot)ixxBG!L?Y3!h>`&xqGl8lcglyL|8;2`oWAsAMXN z^T{ZF*-+^qt<>mPY&WB0IG`60& z)fZC_%*>s`ybA|02X57$(Z$A_V)vm8r#IUIJ@@zVy*R+obtgP$&LErkL|!;2yx$nA z>Uf?^5uw;wLhh4pizi5N(mpN69NgWnJ4@St_--zi!SAh44R4QC+1~pP9gsZHxGIAl zW#y9mhlvL){l(d`z?FIrg4YPb;79V#ZT%Wn20FPR!f=m0wIOn*|J<74hDccW;1VOO zI^t@?&9IE&3)dW@*bEJ)dQ+xdEpD&om-#;RxbI6Ix(v!n{E-FIxjV}G;CypcJ+}6L z!9B4q4k8v3VAJ4{?8Ugf3b*##E6Nm6nyr+v#8{}> zuKt!$vEEQCa+`hk!~c9(Z@7`!x4&C+n*Hy0KYx7u?oa={{>P_3eEpH-D@&|m3OmYI z8^(#HzK0KO^Utarj$O5pgl<09LsRwrdLwe4{XLg?=zz~Upt&LpILUnvAJ-dZvTuM9 zrLxMmUve&qma7dV!pgvQq*pvqGWCR%f#Pl<(BuJ7v0q3Y^=)eQaD<$YEDh+n?@?$f(}y`wOc zd_`A`!aP#7Qc@7c*{a;X``bVA)fQgvGVt^WG%FYmrZa4vXY z)DkX*>new?91A5tD?(M|#O6E+RRPolT~g&SlBhB^2}#L;lwOiF5t7mXNtuMCVnFIl zwtZRbsx3J@#DK3!4sgg%uzw$5V^#)QDdAwFIFZoZh5~wF>Q1mdABiHA!brFTwtw}d zkw9}s6wK{>D0)VdDN1taLvc%}4mRwop{pZg4X~H1G-Qn-!km*W+Z_RmDR?$iYnt^# zwSCM67mQHFld!?1B+SS&Hoypw2wlSnhuKL&*J#2iU()S|VmS7X2~${JY;GN43REr- z23!+r*co&ef)`+s&~(GvMYW#RtbeCL#$ec1y>7NOu5S8_=mmr&pvhrHIRh)e%l}s>N>Sb?H#_4pnGZ5V`^izCS+?>cZsbmT1e7m9)_{g~w0YAc|d$%XtTG*~cCV9^inm3O=2*h#@P$egP*OatyOaviXjg6k1_ zbGDy_UhtQwxd1&Qh&1Mvo((v_uxvs*l>bm&xq2Ku`jF3{L|=a7=Kf98rA< zf(eN79HTI5NtEU~GMC`77{;#!q0txow|| zXz;r8QKwvl?rFUeu+$m)O1%<9=X5z*8r?{Zij{!sq*x28g1ug`VqVdtSSdIk73)gQ zU!Yh~)O)*E5+tUuliyJ}c7lRdm&Z#36g+w30v%i?Ce zVNh`#{O|i>ck4?nKDEt;`^s0u1O6@o4R7maTmMvVkD$$=YZs)xb#X>a9k>{Ch+j|P zYAqMxYWUeU{#g|za(wT9mF=!Qc6D?2+x13Ln%y{l;YID5i+>C{quEdRMb$loZ;F15 zdhbC7F|FdZDsj})z-49iRLm6sknBXM_-Ku@44ebZt-pvnIOibdBUFC(b1Az$; zSksQ5`NyGa4}X3bokxbR#!1H~eyyD-BeNF>k%(|}7ZsLyK;Wmf)>+Z5CC%=tp~B}D zs9Ktp_wHBuqyLGsj!!ojEPUVYhPL_lpUXcM555MWHPT#S--52uNf|%6E)>oB`in0x zx(Ub_s!%m_b-~)i%8H!hzDZ?qIYdQ_cqYPy6v>1QQl6q|xF(kK6xlTFN^@~dHZ29!kWE`qZKD|>SbsRukd%fnWtJrGy}CRmYjeWDn5Up? zIT2y5Cc69b$Kv6Mj2b28gk-Nuob&9i_6D|pA8{Qv;Ls37dC0H@Bz^zquOiN|wM2od zB4FZk`^rdEE{GB^J&X~fLzv<#TqSIVc`m>B6nAao-DL(wq^$b5H<^qnVVBdYB8Ip3KcDa1Y@-L5<62 zU)n=y5V%VMKfQ;_U7A?r)}3DPL9`3lgbhLd>in-ILdhjfnqRr?UpGIH`q9XzqMBf&HN!Shu{1w<95txGQ5rGS~uR$Q2jqnKs8gN)GOM^fooP~bY z2Bsi7A#hIgjS-lF?Gb@*&-R4C1Z+Z;ZecY>x%q}BE?q>ZFr6?K4N;IJ$C-r2bazBW$2{ss{I%+JAY5sF$(gV zQpBCH7 zvDsE#>}nFjIQAsh--IS|#($h55&(jMXgLe*H6jgZCrJKlzVGLGVfZ3_p?;`@&#Bd%F_~Hf|Bg{@{|BrZPOn(cun3A&STuvN@ zv8^#NS4NX=+}$#J1`+z@h}Z-~VkVl)kdFgiaAGhKD(INs_w|Qj7^F{-?H1Isvj{$$c)Txe7fBKc;bSipoGdP6J3Uzh();KIR3tgnOUGK z%ra4ggpLRQ9NeJ;k$-jI26#J*wGO*j=&D^27~JjrF$rb`X6o<5_xFKwm+k+If7+N` zu*&5y#}PztN5YytHrNCe!JgZLKT**3^$-+}S#*c=a-KpaTb?rKBTqVOeFZECMeS3# z*wFW^L(i@%(8Z#IcW67MN{>&*x`^UpT7STi_n6e&^{jkp0+vF< zfMR|!k%Ga>Hyt(reu+3+e-=U!LZ8VOs?21d;O*=*3BDN*-?$%M<)G2MTf9OynBA^> z-@+aCfd*kU_Lac&`}GEVRqP;iwW~u{UNNWaemL9Wr7tgVpn>Sql< z3T$Ece~W}+;D7i2WCrliwEkH&+c4zX=P*N44@78i?-q5Rk@YoO@E0ftiG~w5kvZ33 zFNM6$UaG6?rCQocfC)G-rzvq_CCnG_7(>u8yqrhHa#1^U{*co4SUU9t>r>!EX9w89 zoX-CEI_}hXGaa(>A0Q_1=}iaTsD?(qsy`kMUDfyA5P$i$kC#WLz&8V9g6p2WygVAe zI@-&tqlgIe(dwu!t&Y~68kkEPk5P@Ij2H)V$uLOhZ6X)M=QGjhYZ#*Sndxhr%DJ$s zpfih?9}0hi+dJ2FeY(Q!v=g4ETi)XQmbX)6Y%-qP3Fq)~G^T)p`eqkC#FfOgT#`F= zbra5mVSl;sj~+lVe*ed6AJ7vHN=1g!y9K6zc06}$xO<*NJU>z)LEm$JZV;9i{H>W* zoSU$SmXWR~?Eg=jt-Gilo^=&m!@yhD9`EjBevu?6_WmydI&d4Lc=3NJc&aD<;(t%@ z9{s9(nl>Cw)Xw{1x?_X6_rAi|$Ct2L*4xt=Lw}EznB@a2B;|`d_zPYanlpFPeFN=< z8Wm;dhGOCe#JInKo?=pzy=GR#HM6qp3Ktp5v%dA?@GBz}=DJ}(_o%E7F~7v*?(%+m zfBXsGmBX?tpA#uhhVx$_(XfRFsoi$%J~o6LfMhQ@uXw6=GU;)2gBd%WNxzBrA*KeO z?|zk@bqw-z&HO@# zHPb>DJG#6!pOY0Iv?XXYK7%j{%@X_>_gCP2X;Pyg@0nW z*QbDBr%O=j_v16R&B%7Q-4wyC`r==NttJLLc-RrmCi3KkOn&Oe!=`MBng{DMOYrX`3WP)**A4;o}nYAku}Rti`Ad1{l4h^khlv#!8t~-G%D*W5V_{OTLWH{s zXni`MF}TtfC~dG1EGq)|((sw4rx9?E4^S_|9LE8u5e?RYA|9I$k+pG4d$|Sf5<>WL)&aNclWt0>7q=37-N2)BpbY ze+Hw;2?}LyWOHa5I@ z)h6M_Qlr3v87{?76*Nlo>;D9<6w>)v}_<2okKH!)|UriO0B-jO)6^g^J#w&eDK6jotq18&f37u$5z4}m1B{SVUUEnfcPkT zjHHo)5nO<>#t=q(HqwYb8*lgUaN#yOd{_HD{AZ}hP-&)TL0Mm6I+nI zl)4M9Khb!UfaZVEcMQ324;8jqNERyh&dZ0xaNhkdJcM4k9_~6&Y}h6_sMf<>Cug=V zsbK6!ZKr7?M}88X%Um3}bkgT>HCbK#3sW;5mX{GF4HK8z{RJ&C1ml_-{EJg$B^s#md2+_rDlo&Ol?=51F{J>jzQ6f59Fg>t+jJ zVFR#m^0IL8GBX2MnVEV1O>}VP1&ABFTbThA7y+^l_COan3NZ&qFJ~(YOV^J$|9%Bf zo6-PSczC$z|27AR*a4lbOpWaU3dXLMK)a8KrpC4aRR>cmpsUyaxS-~@bai#)Wn%L1 z@L)8yb76FFwh*MD2Y6Vye_8@mfG$91cc2;IuaW_Z#&*DeN@Ikh0H|47x%^9^>R|5b zVeAY9d?`sZ+M>>WJpeg2Kit?bRr|0=`G&5=pn-pa`hC?oz4=R*YdM`i(Z1#mDkGjnlr z1AtBdpr@%N(_aD9f4m%le=Ax35`Wa-=i}($2r&OB1L$XE4*d9o^KmhD2LfE3-GF{R z|E>661joVxFtajs1(*OWtnA_bc>fRs&Hsfz&fnR}6QIldF@7un=D&XbdDH)xFf#{x zTdzO#zmJ$nT})0?M~v>DlK-O=6?O0g_%LvA0vK31m;o#-f1K<9u8$YL|MjC}Z1qnb z|79y3j|RA8FW2n4rbGj2h0EGasS)o z|KF7V<>mi%(Eo2nl5V!Pf9t9LMfm^G8{1jgdi}%rm|Qp4k1bGe_}B&e|4Y>b{%dtb z9c<11uTI9*fB0h;MC>hW|I#?H>hUT`0W{DC+CJ}e*W zXa@BBdx`-}jP?$$A0~j0;`{*S4$g3YohT;1X7l29Z58?(eiT^=7049n5 zATDMAljI-73Sg4{gV+E}GJg;!fJy!j`iP+L2Yp0P{DVFseEJXK{)nLT2Yp0P`GY

a|$4via`*CwH zIsEbd!TtEQ{J|e&$B+Bm-WF*7rv`SGf27X;QyTk6T*r^~b1?fa_aDjsspVsUm|TGF z|D8L_htVGwAIr?-YUvF8uYP=F;OgP#(#e& zfIv^6DctgcgDGFAbz|uFhXxUR4~G2-fmw=u%?ug_pJnGCZcj+isWkOD!JE!^BB>+2 zC~LbC)VIPb#IHUlZOzc(?a9g=&%Q5)i7M0k9dJuiSc8)#Cn8M)gs=n*YQhJ;uTH)i ze?d0jZJ=GU6a`Lh+(=4A=no$KQl3o%RjXrR3;W6k^_+6>FI6)PvFb5;LFIE4g(kW4 zIHXXn41_SWXcwNybGLW1X!(=x#IlKWaDJz;Y^6RrTdZ-9^WN(pU)H(Qs&8ZWFr-Zxdc`LkFR8es!3X)W^_M#h`LYD)VpYXlj3oB zSz>=p*b&_cpzn0%`g6WKLNQevPfN)|rkaCnkgX_w!kQUZE%cL68F7hiF7eSFe|Rrs zEW2m02Dc9PEpxTg+u-eo_vFS_ns_!*YCcRp|NUCpm0&rd+tPq>iy1P7V%W(Ou{-6; z`o@;r%5@n^FT;v0iuAiWmwQ+?W0QFv!_I|39ZYjd`N>S{l!Rbj0qPS76rSst&$5${)ZJhu|@WF1|*OarE26b_$YcB++Hix4 z@>o**D~}YJMn~zRu)9svi0d~-2?Ag5>Morkt8BhJ#V-h-)Gs5|O+OfR(V)ww&Ta&5ax3 z$8hs%CA0@!*{WCLL4OOCDY_BT^{58J+Zi*3rPTRlRE|4cncun5fZ$>#4U{ZPr^5P1 z>vC|2I5QQbX2vroYP?kvjS~EMMK^BDIFUTfqLHQJ#T*%0?=TgbfB6WO>o<|H%A^4* zb=HeKwlyl*PZB$i4b~2_4*Q?Z+vL8{@6&2%zvZD*lJ%#2sDX)8}i`cgA{AZ&8_+3%!J4iY)R=jPpb)gEx-=qeI9R7X&*Pv zey8J3!=uxyD(@k&f0lI=J=aiDRoK_!>KQfaD@TWh@E#)Vthe=Y+Tz+XoA89$>3_et zq(5O=sVLRcCg;S{r3+G*h$0*O7Nb!3>699AvXN2zWm~>}rwT{!mUdhC!JCb$yo_=x zm9s4Lf;D{&DyoYDl8!p{Cd($!s1Zke^Np!-7%bI>8f_#ge=go81I4i($<^r2;7GLZ zDI8~K{)?V;kpHnZy5U{r&!pxzOqgeMQ;Ke6e`*Yp6*yV~IX{RF)`$sfrj^Gbq*+}$g+ZNTA`I&_? zG5}@ae>Dx=iY25%2b2jASIX^TwTL5H+tcF)$Zu*} zIe0$VO6097CjHe6{EK{S1t&yq+L-G=H?bbrn*Nkl!LY5x9Qf!DnHLBYBhdah=jP_gPM#mnD_8C8dB#{W zpBTdL_Y0meD|Jzlz(8w$4fwGMI%C5Ib=7z!*C;{2Qzs%wxiQc(s^*}a^H9n8Dq ze?5|Y@!l>78DP&%LnxkmylJ98w44Y1&VN3xPHnM&yY#q0U1Ic!H9flRwFGC?+k_30 zc^CfYEd!34MuX4yde{d;>GOnWgK*tWAiAyS(9RBGdK}>kdyL}cXTVTBPJSHOtt^Zte}EZgb3Fo|OYiwJn(GBe-5M@iY>EJJT;IfZ z+@*F1>U%=%H1)&R=g4JW(v`EWJo}Z8UzW4%cyo%fLUVSq>Yk zCEsGKJDiLJ-G|0e*CA+{xv0xL2%PIb&1Rw~_|8IRC7Q`T=xJA}AXQ6w1tNcCe>bB> z*;I_*CHUq;ie>w#7X{F_8Ls2jfXjRUJ--k+7Z8|yaJ~g->=^{y(eB%M-ckeaYY46c z^ae*8NFLt``b1mvOt=H5+NQM-7cvzp8-6s$)S@kw@1R-1ImT^eMAHm8pI0Ij`0uT= zTxY@eF2-j;^YaCm(bpTya+dC!f9KLGbvsT}_+Hf6d{^Oa=W4kj610MkfQo4S0t6Uz zg*N5nD$W!U2zNACq8;WM)$58%hIekz%TvtRsT1UUKSXa91qObnC2t_McktY1lLMgK z_Fij{cj^}D_Qbq?&M;T!!)1Sqj&01tRfe)|yH0uvZAy%SvgimWwn*P}f7n<$VfX+*0Ke-YU1gWsZe`JG5L zT}Acy3Pma&AoX90iy?^`Z}H7>Mm)T{e5El8eU8J_{jvCMyT**)6fOxNGY~*J15wXh zRu|irwvY{{zxO{+%nM3RME9phxhE-yk60t;zoFuRB|X*Ua$-{CnFfNBl??f}B*3Rf z{rq$Qi3kn^n~6*ef2T5DR%OY$ngoUe4tgcw-4I<2tVnT=jz4=fdnC}Ow1oJ>id~c@ z`R}L%kefm-11I=Sp$GwG#93Q>YzaohyPAMNe z=4&|r#yC<_e~{#Ee7vQ)pU%gnPBCV~2fizhAS!Bf=4w;o2P@ILkK7Wd7a^^JI57h~bW(3QDi z5q~%FBT#tSQU>9d!!6v@qMZ4QTJ8vJNj4X4lCtWx>C^88%zhDe22xib*-HMR9f;EA zdRdNLSu!et|Kg}BMDfka_hAavZ zIF5(M2*((Yy?!1FS(vCyAU?3AlQn_G%#0?L>ATh>I=gYg{Lv)`h{1Pn-d+o~b2RU- zf256o)r(uXLiEYqknVMLJBOLfGni%85)f0cbU&KF+}&T^$y>a*{HR~<&u>>lB_D}l z3mkec20~CO^Y#v<dvOWz#XUWYNjzKa~-Yk^(&h7_EH!wDGQr#=gf(?EPlv@%e_gxm(f2_@n zp1omGQfz`Um`Y`%WtO|$3p(n5T^syL<2MUlCwrt|K{`Xu@x*;;*lAHM=E5r0!bLBa zn~yx7Cj>LmF)>L~aF80ozJc(Bw8laP+Uw9>o!0gh8&if@%QRQ%e#t-bD+{3b2*&s- zc+a48fc+J7gp+VKg~pojQ`w3!eowM(pn8Uq2YoX=@)qXTP&GwS7eBwp zPKAJtP|5`O>YKH2jgl{c%^g+%d$Hu(X_$*2t=4Pbl3bZ}dFHjLqke#YCO3b#@NPm+ z23u>fb=y8`Zg?<7Dku+^;=~2Hw|{~`Z%-7Mpq+f5yy7m;y;tN(Qx9&~e<=(Iz<7}c zYLZy}g+`oFXnX-=f#-W}y*aze9c$Hj+_Y9(+ZZB@2N@Bvp^7&?jLw)Fjnnp)58w&? z4(S$#&2m@ubTj*x66O}F_~<~ACln1g%WtI&NjRo|{AR8!jqrOu-vZheuEGca4FXznJxdQ**NlpCnZr}X7= z3ip_odc|GJe##@?(ukZ^EbLr*v$dPybYj($2@BXtk7-{68SgqRe<6(!HfE#ghbw>w zRpdI9LIs@z|YYxbs<;KSK`9396&HFBVEAwnNf5u&8P!uIOHj;PYoOjpoY zZtxSU9DgJp|Cwviby#UmNk6Q&v~YgC#jnTIe;T;jtW|_rE5w=PFnQLuEoJz&5m@lD zV0V#Bc=x5_RMD1%e|mN~H|<>Ic}{%(d!9Z+IOzSJ(zQ7a)v5and(>ogkA$p7z=SSO zmt83zSj4Gw0+KTrNi6Vm{FJZR(_rQ-WKA(7V=VKiCefNpv+S5GyJ;o~Y8E z^Ztqzu9{<2e*gl%6^5?$aEfXFtERhLDJ<^rYOSZ1)*u;}jKgQHX!yA9yEWALZTJdV z(;eOsI#r^skPawnK>DGharq_$>FKbGK4p6S>W+Sn&GqkI)n@r~uhR{~H|vL=87hmd z{O7xXtFg9u7-y!h)jinR7SKIwUWB_Fa>ewR3B3*&e;lgPh-7m4$k@7+2#Ym12REhz z2nD#1SA6{0W^KeM5PglCJA)$2R7Z3K+`?X7%Bm-Bqp0U8lUm+yd3Hz3Y@UlZkydgf zv9&I4(Njrg(M`(&&NyOUw1lp0zlWrbX#{ARd9AN<$RZ~+O&{8f z%eC#rf6{!zgbXAKTzsm+i%e~?{bsW5a)ICQ<^y`dE928_La>8 zs_F({6VdSwjyEXH@8+Z&!XnYIMF*EAP8i3a`UH2KnhUfVpW=xWYF$?r=v6N)3}FoQ zTMC#zN7WrONR4XEKX^AC(nbzo)~v ze^WPzH!?NftjL>GqXryBFPiO~FRRq@tx9DJ2^q`wX{aG@zj+xPuGYSPwJ5gp-^wy- z)M1S|+@6Z?jfR}^*%Og9O;=WVC_!+tH>2J_Ud{2!y!v|QAUBPQJOe-@Lh;5fmr8z0L&DOB+a9O47hQ9Hhgr~6!~ zqFZG1U@590!bL;p=JGHs?e0qe?%S#J{ps?hZyhi1 zR}>9M#RSn$J?h>_BWuzo7sgWc;?hXra zF=mv@M5Q0BMGy=WOY(xVO@-m2%Cj?1hNohbYInLr@SXqNht;agLtFzas!#KMJCna>h zzJnih48+TgX?AOEiMRI z!1wDc>A4kIj1MzKUtIi)8}m9CbTPtwiSmoCfOp{AXsJ>mt(=&;Q<6;qe@IHmF4-i8 z&@Y>|26#jo1=!2q&r$>`L=8ilGKj>aD%xBZ<(h9DYcn9T#|wiECz0owyUcXL6HW7K z>xybaLO0kkC97va#vQWNo?iX{BtYB0ZQQuSZjLQQzKHEY9On(V@8r5PF0YDa{JCUt z^;26%>eUK!)Z9~uM42WMUCJlYXn*@qD6WjX=A6IqP8SOM)G@}E5Qg$;_X|CD119r7 zSuG|QeRXEiGj*7ZROKBbgAfn87Z8@a6WM3YNBdf~mv@9vi)0~BC~fy?IitF&zyyg0 zMk%476A${^GqFSOQ0g>X>c~py)F%w9)j^qxe(pRKb=3+lEY{;)I{R3X z>Quz^GwooM5y5h$eSfSGuqK5JD^>(I1>G$y^!amextgZl4jTk2G}U(&&sZHrIn2Cu z1w~?cWI--mTI9Em_rDOPuH`)YxuD=N3$1UFz4uuTE7ye{7ncI zlG_vDIVf`?!m{jTXMlQiD|j(8WQsRs>cgrqLBqtW`Rc%nieKRQyy?d-nu>co+D_qk z+oBT;v*}$qu74=4zM(9qmHv7~VQF~ByP`Pt7Ngj}%U?X_;DHvS=9xcZ1( zge82-Q-C<3=3kC6u19|X%A6rGS|+aODlrk}EbiFWQB9*7XUFUXoYlAF5G1}~ED1;6 zl0OpeM=Z7AJg{S<{Z*Id(eZ$CGG>W*KFbv+7BmWkm!O|%Mh*hrzfnC?l)mF#i5k$M-iFJbrf=YBlf3G}Lv{Nxrvl7|PFvogOuvOS$yjdV}A+3i^b{T_&WW_$-r3J?4= zYJd05187|_nQ^ba2}>q+N6nWIQk*25Z^z6CY8dtbAO}08v{ZvwBdGHf#8?mU ziTP$#raLm1YihUjUJwpAb4=sx(z$Bl0vxWiHm^=9=Qk>m+)hqLOLj;X!g312);rZu zL1HxDD&2GwM7lB$rDER|TEJGvRu>3LTYq+t2woui9Iu1xe)OTkK~iK#7(ll`gO*pu zXzqD}I92lX**zbC<%h=)WC0~HJ@sz8IKRLsH$?D~5cx@Av9kUu-|DGSTL|nJJ2HL9 zE|ef{OYV_J%YhpNak;eR9fLQzNwU*0IowPBE=JWX|{p5H`$a^Sk4l5nVd7Wi&x zWi}RL-egxPq2sXYtsZE0$Q8+4a(}f=q!9w%%BIdR`;JiecW3lrUf7%@Lw0PYku#xs za82!Ba%{MGhbO*KG2-vzlc2}xagedf1>M=CY-5CKRczRz`sI5gcbdR5=^7m+?meu#@?USZr$oX@6KnNM)mO zRvI~ne=?~T(!xi#uOycD^c03ix&?D_0Oikq-K$!kUB;xBN&_W;!F&}W9Qt2GM- zWSfdhLn5a!P_hm1Q7Cj(xqn1V(szv?LdIycpS>UHYfcS^@1GLL|WZ74LVRL74mU~~~tZc{zFYJdE}{`th)Q;Uhq z^PU$A)M~abHR`h_71Q}WanMgH#j`5vy;*hW15s8V*H)~G3n?R{go7GqvFlj4`mL^w z(IE8`IZ4tK1)dbDOESc>a{m_QMf2q0{Xm9I+Vj=0Mu*E>mLkzBuA^=C{78>&bs{{{ zmPR3#f_nSjVVVj2&40cP%nSJawkz_l;n8Xi7QX`zS_6x85sMVdEsZUetgNMnS#JpR z7_DyoIg(Cvnr;K$8`Q>ttHwS6;*w9dMRdBmxN?tUqit810)axjWESL?Y(5nb`#u!> zD%PA+TPmLkv<_y@xRG@O?#_rzIdg}XJDQ`%SN69XyImCh#D8M1X`ARAX33s)5Xpc> zV$S+n)o}K}jMr$@?6rb)Os5hAz0YV>u=%t|id-xlXIdE4u0~?k(Hq(+a!AgMQyjA@ zeirTks&^Gw+Yyl)zYK@!H1pTQ+>p)B?Vsc@7RnvP-Q9S8p30aUDSEmiM^OyInvYyP z1Q|NIs2NDT&VRQ*<4xx3p`JXDUHn9A`xcQx8MN8!WXOdV%AlQ>pDz7#OQps)kpIhw zND`Ntl-o0lcF<~bt(JwV1Y6_LK~9I;%2zL#y61bmI7Emw<}u}V@86s)ElxACwl>fy zm-`v~>+w8~ju!O`Qh3C%w8Ru|%6k^Y$AW{!%f|}WEPvjwxl(&|w{?YAK@$*~%s4LC zUbw9(ISFo3-aeHzTa9HJJJr@ZE^GV;@kh+N#$UIfk$wzZ~(3`9<)hC}^b@586Zc9s1e=EvxiNkJ@fGBC?JeZM=y}l!$Fe zc2=es%72A?s@z(EE3rJy&4X8f?{^@_k!%?YJV_)|RY^@ZlKIeqh++3+EE{eLFHH+@ z^08#r6#TCL&ai-o&bxCCB@rogsBSHB^<=O^9;`Za+}?my(@3Tk_sxe2WM)nbb!1-` zw77-`x_&b?`$|CRRQHUjtqhLhzUh4*cD=PR2!B@WM@G2)7(ER^oV9gYiwpJE^*y{( z^=>tp%B0ZOFMgI0%A^)#FzDvY5IbopY(gMth&a+ey)q1)O_(su21rAll-}~SSTQ6=GZ*5P(ij8 z9U%v!tu|JM+Dby|t{Nlb?uoJTNe%zEo;+DR@%IqTw8o}Mn9s+7tjaJ-86aWF7$%>{ zvjIyfyQ|sKgt7ci1TB>p2e}%9JBTDn z_{M~Snba)KRJ$19liD(HHEDZ*2QU8(qt;zGYSLpakNXGN$vrDNf7mV1J)W z+f3Y4)221iP?;ZPl$ft!t-!=Sh<*;W-mt{>>a+T~iu@aHKq*3q>kG9ke`A#RYA*() zX#fq_yyE%WENX>Uj7q9Gb%rtSry!-WvcXdOA8&3TndvjKldHd zo8j8LAB2PH_e$0kl#SLSaFZ{Ue5 z64@*f?S@YVOFcg|Hw$^P*+dIo3fuL};Zml7{Y1+DZjiPA)4F|CJ20(Jlwz94wf|A< zRlK+-S!`$)j9g+gMM;X___(1i67+6!@lwS9N8~NK*TBYO&m*qg_MAau`+r8f@IYgr zm+TM;nJQ;Y|L6gJ$aELgb++Gh&*q&evv;b05_h&ofFQ!FM~>IU!hJbc0=Ua-^L+@a z)z_O^5yfWC$Zv-PKr6F=B+(H~Ce461mxoD4`sy3(2EO^drv$+j;_H3bbEqFy+lMoJ z(ylrX`lALNE2v6Xtb0eDB!87BIIIuZZ!`Ng`ldyy#nk~K?YNK@9?d5GI|KHm!w;kb zEGEIfdPM0xH>)1bufVG@`Oz*mb{eWXz2Q(;O4NEbg}Yx^ch@sU-1U{6BlgYIX!FNM$-p+?cJB%^n$*jr);3jpH2yl z3AV3Sax7}zBymANIJN!;j*7t0-KPb^n3_HP1XrEHw}xVY7Vk`bfmUE~+TpkkWvS(G zFRq)&R&%|2NmhsFj3XC=#rmyv&KYRdsFk;LWITUkgBM+{jenmNJC*i3eQ`50%MmL| zsgB6~%gNAXY&atho<-IjH@2Pu0=j2RhlRrh91RQDu)qHMLeZwVX+vr)#(Rq4R zL}5J}<&aZ}JAXP&3=uw}+p?`|Eru=MEAvack~IT_TdOjv03k=P`i|+Dy&=T*M02TV zjhYj({_T0htCH3NQtTXVqe?q?FV|uKA&LrY%VLDkLb5bC2^sa?3f%7suA(LQ*ZjtH5;VKad>coO#k2B!gB&TVZL+2y{8m zx|dd_*?&Me>wUN$+Sy>~#5l5gAb{ox=`UZ*#Q2&_qg(Z5)dH`!{$O+m7ay4er7uqy57m^|d2QeU$=37>g9 zJzr3ZH0?U{qp;XtwpQw(C=M+RqGhAnRKr6uvuf1e04~DDjiStJtE4gOid{3CG(#5! zgkYG41Tr*!5}agWM9dna$<6h+)sOzSa}pW*D=Wzu&as(Lf6)au)K^V zLVvXZE!VG9f{4=U&{J5OjL%xK=IbW7L8Gw(i9C{ZYM#YncIM?l4VXX6dY`R8Y=Yk# z3QF*Va3rnUKXJ)6{2f!KBt;B5|aus#8AE8o9n<0Grj9)VmYLXU^ zt}u(s9VYi4I$~<@OwxvVj4)$^-vusP*nj00?-3RPqm8u@}6A4HJNg`SF zPg}z_Fvh5bci~L=Clx)u*cKC~UJ{?+^bXwuGt`SS5_-S#fcP^W)p9mwp&tDBYk%f7 zqiy{0t;Gw$dYR68t8P2@3XI3*uYC^u%G+YzhdE2ys0WTrj)x8sSr@i|$hQTp>2zA` zuy3%{Z(Poo`!L)K1-#MMI-^CO=+%T14B>w!NgJvjaPb#DlY`K%hoY4J`T=8mKM+RB zz#Dse3DdZhiwl8RlFXJyMSDJ|6MqLSfNN0v@|^sP*>3~!TRQ@~mCt=*VW^nWgmC3l zUt^#<)AH9=${9`ZK>*o#*~Z0weM;W3P@++^1EN=`Ep`;VX$0Gme~5ibLVyi4^fZ0w z`7e563RoKz==M)fp5zD8ue3|7#|wNXK=mu#$R2;-w8yj@BhjhX*z}HKvw!eopUzJDTtSOAH;NQrNiw~H9GNRl+E9LZ-{;wr)Msk zlils$kamq|>Tb==l2Cbax}1mcB}`*Pq<bijrt?*Cab%EuY?7T)g$OG6wpqs?>1Ao)Cr0M-@JB9;t=StK9Fek#R5? zsS2U)7t)DRfJ|`O9e*_$$s=_-n3ei%HZ)i7A~onq;k@pNvz{Z|C!(|>19v(b_tZVb^nqH5h>9% z+Uu$U`O+6n8HxFrt4jxp!gI;2^NG_coJbic<46T8bGYo55r5M;INBPs%yW{*Tjw(} zc>SkTb7-qn8p%*wpWXI%&voJhA||5|fwe3FW{KT&=MAmP(&8$3TX(W2S;Dizl&59l z_r*xN7*Yffl zS~K!+Chzl&=YMiQf@lrfFaf!@{-2-sS`E805|EI@lZL{_Ppezp{PnGJ1W24a^#ZJq!cV^?wh`8+kM}c)ZS1r!;_cjdM|is zD&$nTXgDYY682i_3flg$9Xo|p;ICQr5<`72=&XnkX74eBgR*g#BN+tNjH?uPjm2=#9g+kWGp(uJI~8bl zgV2&+Fv!Y&T3S|Go{KGQ zAu~X*S`Z*cfLfWJtL#q882!8SM2j6E_~4jZw)#>_OREax`tF7zo5Xlrl_fYmB_unq zEq@MBY)~Qs2WMo+uM3-(fC4d2Wha3iPT5i#Uv^Q?d(qwREAPNLIk|OLco7)bF-1tO zB?Er9-H$3)ENzq5h2pnR*LX7jgOJ9jG8rDJ1}10&C5OHJ!s+rtGoCqw7S0<3p>E)y zPnsN+bm1b_z`@WhN!uOSFnEg^%6e&)TYq0x-FT0eeo1YST`~D&iIc!#$bYl2~7EzrtE=o9)r7cHYR!PjwejPv zfWrMUGzwZ;2&IlY$yw3y=1pS*dVlvKcAnCMKthzbZ%Kn0?WU(%YKEyIl6|m2@?}r~ zl{AZCBDS1J7cB>vfV9nt6Vf_}qA-N-=Bf02j{#GLwGitp)1o35T4==$g#DK(r@b28 zeF9WhN)n}@_EUcDR>t^}dusL|qc5#-NGK;wYcg0hQLsqJD+eK|9aer!?1BWyf`HpI-`hX1i$Jo4JM3D>M$| zRzb+n>6B>bbgz5_SbQYJCD#YXo-L~7q<%oWdJNjYL#9lmx<2rm2Y;V^I}k*~OJ8ML z5QoveIN0yz$<))0>D*_-uWTye(ev+7G~8_o(q+0|9c3ZY)fN>|{Q2FFYBeU^JYcbs zh-ZHGvcUfcmD9M{sS) zo3s^<$I&WpXjoyAI4Bpao7y16>FJ^?aAzl5yl5ee!VwDpqkk#Xl&jR+nZ5)arIw6S z5!BCaB&HfKpx;DFKf!Lw``R9Mn!3g4pc(OknKfHE!EYZb(sBp1$c`>_NmvcGVG z3_oC3km!1?3$UJbgXEA95K0JZ2>WH9C$b!!Kwh zKJpawiZLSqE61Iz4S7{G$Ya(Al%0s6r0GFp25oAkZjhl+r@la(MU|7{w><$1X>8m6 zj+iObe&et#jp;?99WMDchu8lK#uK|3#~#55{$`D;INV33p{;^9ezzoMkY6<+<4%Yr!{Vmr zG#kc$gg{we7L+hrF*2@l=mP?uOCP7aJk8{u9=y<<41t=^~{AmnAgJm9g8XZYRnB`Eu&&2MR&6;rS;klCIl=L#ShFX6g3a&r*G{b*2 zW2|HiRy~Av6zf9Iew(s62<}aq4$lO@p=9f)7Ud9c6xk?)-LUP*TM%$c)x_{uOfGNMU@=j`CXrW>lGRN**0&OsuTjt z9aRWFrHsY#6I$O|(I+n!I+-)cqGj{Auq?q*ZC<)=579A+{`xOBUl4}Bywv1v1E5CN zZX4|fUP$U$mY|VFO)uWcwfTKpHO~vDDt~B-4q*G{^YIKVTfUP$7lW!m`B8wg_;&WZ z^DG|bhqo5OC9-URQgvQ-bWOsv?_>4(q9Ln1vMZ)`Oys{R^3_}o(TXcB-3ZdyGT5mP zFPmR&LkDVEsDgGIc$%z*#CHEcA9a`Z1|`jxTlv+8s{_xLV37^_?D>|Vi+FSboPXL; zJJ`V8b%EU|iku3RQxlne(*#FlZ4Mt7%3O@ZW|RjkjGRHlps$(x}i;`*_%WZ)rBL zXMW0Ws-6YJa>HNAM@Y7GZ(vlo;jGAK&Y51YwGzP-nY5I3q!`21vPN~LtABjvp*3y~ z*ErfSJt;S=@^0UdGEbhzX|GYqM$`CFVz^MsHP~h3ha2*v6U9mKGZsDHwGMgEI$p+H-vRZs;8LSv~GBYbCyyS?N0VV0O*atoaliI=UPG`ebX z1yT8IK~a*dkKH8*?-ENX zN;SbAKM=nz{q!~%`Z4zfoFP8W&Pbhu*&BxRyG*vnT)}jB@~1LV%jQ~W$F;3X5rzNp=BZv7XV(SJy7105|YE1m$F?i(t@$%Wv|t5|>1Z+QDuk}u`)BM*=}h+tg$ zE`hS+X>K&1JTFiSgK@xQHztGQ@3iy~WVp|!PPHy!>%M0a4cUZ&f+R=etjjT@9YVrT zDi_0%-7E()eh+uj^I-L(J2&l>_pN+bcdJRWiPei&L=1b~{RxC^{{H}2gPDz&5hV>1 zx4%3L1Id?I`3?;OHZnPvU^NaD1UEJ?Hk08SD1VJ~1yt1C);=H#5`uIy2na~ckP^}i zf`Bwg55oXM%)l_Tpp??x9a2N5G}0jh< zpYuG2lTAyPU)~yN1p^}yXnv3YP!gc1p`j`U00M;tfIuN4PEI{I+7b2_OvGsbL%G6{ z2!F}{2v9`9AZRS61VLltG>`~@nwuj4Bn$wFNrJ>Bfk1!|5Ge7lKqN{MpagM;TLUx% z0BT4C%$0~!5$WuOg4^1mvD^G>3E+nE06-EF;(Wi;0rE~T6dVdc05l+IJD3x8M<~P* zpo@gUVQ8;^l;D=OL!+G~1qD4kJOm(4u73hZl&uU8AHV~Swgc$ETwy48m^I+nzyM8% z6YS4q0z{kuJv+GTA6yq{gZ6-+U;r%O2#3NDuGkDWgf$EWz-|uERaFN(c7`GT1grlE z-~;@1HUN+S=-=i3%KlXdj`*DnfkKf^&Jctb9AOKvfjhzgkHP8!XiqdB0D`do6@LhE zbVXwGA?^^kBg6_D@Vj#e04%Q!fM5swYdlvd3hs<{6>x<+{u)v6R~hUnDLcJTZZK7)ze2DO(chRY z3=I$k-WM0X4+6kk05DIeo#3zXdVgNdu;0$#Fm?i8A7`X9zy>=6%olD0!~PNZxI)}v z05r-C=IisHj(=K2AP~SB4n+g3V771s(cjgvFwEwUjlFyn+!J5|#BvV=0RH;@du4{D zmo*aM==FE_@B017;0( zbNX+uDjI?nf;_?&OJ;tMh<^Z3?2h)b0;u{^0t*q~-`mz_gIA@Lz8W zHVX*+FCSK4PzUV$;fm$u9~Zn4+Yy4%yuyXomAIb;D6r;2q+2=g#T?~ zNg;^%5A!}i(EYdhk3OJoC=|BQ-}J#Y`7itTV*rDB!k|PmQ%I;(kbO;1>q(V7qX+-$ zsPy&SloKN%{?S+Fgy>%735%sT-OP;HM;P!-4+v~--=V4Ca*{Rwao=a9mbK1HM|>!6#g2J}`%59qkEmz|;mzeJdZCTphMc_iI_N)+c& zNxs-WG%$C&hq*J{U(G#W^*hH4^lfFS0VX98f=YwAyjvI9MSt#FX%s$IDwK*ex*EA` zI&?$>ig^i5yL6@(>;y*k8KHLZL|b%ZZFyA;zpXOUJUF_R|T+kidK(^!JGYyPQ| z!pUfZ)KW|om4wB!gwMVqBk z&FMVx=k)O>zG2}!Chf$M&2unGXtafNc|r5% ze3EivK#FqGPX&l{(gIz>33pTIaD=N_w+|Cqo#!*))sNMWmvIyG8eGJtE5|U4J1e|r<+$h3rS^WS z|Mg{Nrr=#jTZQ+vh1;!>ksbCqNzLcM{BiC)kqH3ositprXktL=pAsngeEN?Ygy|8h z)l&la@-O?NHhOxS5gpO8JK(mnOa4$+$qj2$-;#*Yfl86;9f{D!9w|GGmT^yLVnZE^q5r zgCEo#Ac*0@QT^;jR`({o0G;yZqo)>R;|Ct8I6fEJq7)s;(QoKtcT-<%nm)DTQv`JWo4*v zM^*DhY;I7ReV|8=K-!Bktb!=Aq<_^-5?$me+xr-mB{wU`YmGmVz#@GarSS$MU(fW7 z`$d8?_Y3NW$_<97;++G*d`udTIL8R^h7~=EQ|+wq-RO>+I`}qemyllu%-i+~gKsUG z8q^8xa&vmAGZt&AioaTsX)v5p@1|Wt58)o#ucf^BsWMK&^WjStgQF-(Pk$P<$kwJ< zF2>eI>nCk%x>B6FWaq9L(Fsqj9^bnn7lZAK0-N548!-LVZ&7m?m7ydIdtB)K z`slgvW5%D~1oUDHSNXJD@%c6x*lzXRjAd#Isx2>yM(^clq`YUY*mLoH#4Oe}>wxyC z-24j3lrYJE=NB%cS$38Y=YP08a>(N4c;otny(#T**~8-{^~$4|J!sliU(2=K$r!vZ zI6&EV$cVF)AkIvh@DLeH(e(+|RCWJLhHp)bZqMqVLThdm)B0Ci^tld?_9lU!Yl}QX zl7>lHS{72Nyhkx4c|eHAi-<{4H6(6BBGp(rhsEi^H->_#RKw~$4S!>QyK~MO6}h|w zbw5EBp}~x2*3Gt}Sqz7oZV0C=U_T`rJ*nkI@|Gs(L6gOgOmg##m)U&|%@W^h&SQUq zNt-x?)*@2;7j{}OanbyIOIi%b_A~RXP^pZc4Xa52-Vc70>GTfm?FbKtMdxH! ziPyQ4it1q9!{DCg)nk_d-R?rNPWG4zRN*aK{M$b487wwAR)39apXfgn`58qhsU~uk zNm?>HEq0+a1gBLO?MM5s-9o;J>T3;87%K5PQ{QtMSAAEHA0ueA`EYn$sO^30;@wNO z%J22`JUy2tup)jxgNfSa%_0ujk4qfLPIhX8Z;G~Oy7bYHQ&bM@w4c&5oX6tpROgDj zQSGd|MUYg)DS!34Z1a0YNHgm0o#{D!U)9`}o4ZfkV* zQ6DJFT*S|4TKG!{CWrR1QR7rnB|ly)=ed)rv2*h|qFyaIX?$ObG4H+vpYc)_X;|58 zD;YJZd|`BeQp~FeB{Y|6T6?z)RP|z#uk3hYU?^~LhoK{3mHJiMa&eGP0M+AWCcngM zt%j^8ihq~!o$~Aom|D-97`RddUomH9PeiDo@kY)h<96BeBfRv`O+-zF_w*1xcWyM%oUgN@&Am~~LouszGCPC5{r?G~SyQH0S!2{5%#-*%4T;4kH1&!mu8 zYm2T}YhJFg=a98GK8hNrWIt9tm%hE>`F}X(!~W{zy>@zcjBl*V`_r4w9+H_%{P2?y8g89~j$Bqs&SvM3(CuTNnwB;sbE zcyS?jtvaF#7!32$d}0gq89DQg^_`!sl_;i@SY4`k2S~3867tZ2t&Mo!=igkTj(?-I zgzZK1ZH$z@4Df7FMA5TSS+C#J`YPux8ak$IMcjL8Nl-WImT$cXFJRebCpW(SKId>e zD~u~u4bSK_oCo;Mpu|#p{ssoE<=hi?F_$3cXgB0G-3`dc1yVm#yZ#i1y*9=z^*s2_JvuC42>VI&s1^aq5ZR%qrEo0YOBnO&}W)z=doE-rQ&jq#_ zn-+b3hN_;aGp9`!i!CLq0x(2jq#-mXvLQGbu_MpeIef zux!zOabneNhx?v?8wk55pnq(QDYZIgC~Y?A4I^0XWD_Zw7I3ooU0GA>bAQa@BTg=2wK;Kez$#*9S$u7x@~GeO9_=+B8-%L4m_*L7{)3cj}H zhQiNiw?c~YWjUsclz7!65>3+`E-xTm*F?V@|C(1>$#~2gF zruS_QelHW(tDoEp7`;(W-1>cHLIbKWhBEkh$TF5Sa3haB&Qo@;>br43q)a(qp|zJh z*~y2_r<+8qXhY)gCTqn7_;k}nwu*c#o*r&*(C$U-y6@X53&kd+V@P!*eEQ@34{9f2 zi=ZIgiM%ZY27gLncA(qP$tI}|zT);7r8(Z2vDNzOoHLqb{auEq?;<$%J)wSvYh>*O zP8RpK@i;>eJgh-r+!J$JiTjm2GO#WmAn_SVQ&#EX;5Zl;`Y2rFa*}wYG9V>OKJj}7 zaUASQEO2+Aj~e#CEuh?6jXNCQs{N%WegjhOU{0Nt5`WNjRrmTv&*Zz<4H&H#QJzx% z%#x5bf4TO`=dbwNIJ;aj%qh>RC0GPD+}UVGM#Yz^L#FN>Q+VC=+4%U{@U}$SK7-d* z;z^E1>M)M<{iC0p&;yQ7r03xUU+9eAwI@sB9h^3JzhiO8L^z9e88GO^ldtwljX`mq zx);bii+`q;&P>#1|FI`9jB0*S;OGeGWIk)W(j*$rxWWJ8B7wO{L9OAKvec(tlyp5@ z0&!ZqP$xy(YMqTUd-vQJevqdPQm1f|q|SMDA+#m8!b|Ms_b@N*JhkSL+pUIZLw6cY zs1`>Etrf2L-O%9@vVA=28sRS(r;+#CkdE>KBY*$TT^r+pId>Y;8PYvHAp`vc&)$-H zOXDdr?yzrsqvh-fC9&7c4IZ;=L`B7li7gbVlnygn&=AnEh(&%3z#nk^e8tY@a=-Sj zN_{DA%H{dQ_1510PW6_8b;*F`REKat+dTt2rZ2h~k9MYe;0}}pdv~-pXe4?kVwJ#Fm z>p8@%mY8hxqAiQ8;>>kRC2|O#mMDC>`Qomd6HRv=7cc+BNuTKT*xP&dTugelba{oV z8g`BS!PX=pUx-SzCv`H%*>&X-G4g~r&vg0T06wvT_Vx_l?5BYV_3 z&TQ6P!Cvk-=S)_Mm|r$p3po!r`T|xwtBE{?U;~x(-T~YFY4q@updl_-%Se9WkWG1Gb$_Mn9cGl< zA|_&$1>d|0snU9N_MT}yZMkp9<7SzDUPyuu7hBbfRPbI}%hWa?sdMxDeqizD;YE_W zU{{^-+yLoR!(I^R(D8FKber}9}z!RF>6~sDHU+qxCj%Hx0&*V zEv>0^k&!Ri1g<<~t-M-Tmy%XdV|~6kU8f7={NRFtkk7Mi*=)%{4@bO0udVUt%}`46SOol@}9y!JiqpY0j#8;=2?rDfFeTAR=3DUm)@(dRmI()5^G2)!=J~ zTh(p>HBGMdar*8%WSo$3-fRi?K;CsaB|uaVKUxn)Y>pv0me zV=5J}R;|`U7e;qar+?DK2KC`mDfKCr`Akq++u?iF6@l-hgw)1eplcl_z_#`ttT(XO7xt%AFjsd+M*x~St4#kY6jkAqwoY>OK8HojDsf< zh^YsuC(qWBVig3Naj)s|6y3=#7~#Gx*ZQ!9YyFUO&gK}H@{!2$tm9o+?=l$XGMtKp%F|vHBm6^}U?0JouH};Q$$Lf&* zx!htRDbLJt9GOhRSvJPH-e2R+V9B9slMuhvL1-!CSKP%tZB+cwqHmW!sD-VNqW&R2 zL!kKT3nAv=Ie#Y!1xz&i5h$8y1l%=YnykEdO7%m`{zT)E@zx!G_D4CX~xjNo1`;{*dxCvg|1J^DA>-v%Fo)ASIp7W6lwJZHGfMH+Nnt44>jPA*2%k2yt-E4 z-7;zG7a?#Hy8McT7cXEob|UF2R@!ogO*Owe{q68JIbw+RyyS;K;oFZTN_s5diieRp zbQGNwe8yiA_N7F+5wm=9yJ5Hc<%PIoxsnlFKf-p-2? znZ}&>`BO$$TBW@Xd?k}c4{!U7$Q-eHp3 zqt3wa%d6(hPZu+I(xTg*t<k%w#}iRLkTXtL6gb#tzh)xQ5GZbSQ71k}ab!XwL zS>J%QRdjmEwOQ}U@?VMHQMpMU#L2=&=m&PZWphkAQRUfb_gqwFTr;7za_uH6_mdg} z$AVl3O$xh;%E1s=@HM`+&T#Cd-4o|$q<>!2^glRo5~DMW?KOn8@P#M1Y0l+EN*V?% zwXb%zh+2w{eJn1V8j8yw$A$$v`p z?=qPeuD&?y?~my-t8{Z|C2uNsGb=2AsE5NZQw=(v-e;~KS+HAl$EB)sT0NGjez>yR z66NR=6u)y8XRdGV!J&#F>Wu0sF?wad=Z*@R*TN-o4Cy2uU%FMnv3 z9i%-Yy*+I8L3B!%I+)5PO@Y{do`0$Nc8^@5#kZf8Dnl=!HUy4PaaG#+TtRXhk>pph z{*N`B-B+-WuXPx8kAIKv<=e3Y ze#l-SL*<;A%fgdMB|E+RohG2QvUU6|>HMv3~pWNGsxS zGvmGDfUfx1f*S%90F*#$zj_0X3)>ic!LvQw%!$Fay8>=f-&Uf0RVJRAG zBwjf{&iN<8o?u8CQE7l!XbyWLo;H6@^km0LKvyU|p;{p_deYuIAc0Sc`TVqgM-=L6 z|5o?laAzjl#fi}1!7d>A@wVN8E#I@z)Qa_XL{#<~1b%BYNmgwNtRPhpvE;MMTs!2>yvPBP>+PF`ZDgD>8FRl+Hk!%B-Q8UhDk&XREkWerP4$uOj z?IAGiiC~ZuKpz2yLeQT7D8VIZk48I7@bkO7yYqoyC_aA#(oUND0l*!Kwg)_hpdd&$ zhz;P^zyNI!4Dx3(J~9q~fjt!U2iHf~qTNAA2mlK>LBS9>3Y*~yw}Bu5*uw$(YMKBY zX9)aHu;!nD2Y|nK0}$X7_;=sF0X20OA6Gc!2Hsf0Z}zbcTQYb_)E0u@m@sIU}3_w%8#cK2Tc- z_K(a91#*J`&`4K^kJtZp{L>;65CGUf!DxUr#10B4`%iT&46*%VW0#MFdH~FTSnde` zfWLnKezU;R%LV~=^88Qu@BQ+t7#Qm->+}4X_}@Nxd4vbRi&sz_z$+*M1PA~{MF67M z7oUHBmeB=4|F!}APp%r=7J<$9(=PU&{?)SEUj}gfRR=fVpT)EhSlU7WT>oLYIZy-$ z#y$l8zq$T9<^M+UUse8JEdTF@lwF;ie!IDT`~MF&2nKcX{2PE}tt%R<04)So2k`$6 zHHQ3Atro-v>I(aBuNoSJRe~Jc4$Ed<0bzeWpzt3Yic*GpKx}lOXt4bs&iug*e`(DL z3Ww+-P|#l=7i<;~_+LJ(z`%~!4+siN%s(y=3ad8s?=}9iAy_^AvkxUW7-92Ec!DAi z0U#t2F=_9~^m35|fPl$9Pa?pNf*dM?nvcunZoBiYjYtyi zCLNmy@{Z&@B|-NneX?AR(@#&E(I`~@+%2H|)S*pV-sL!BVd}dVrs__$r|==~9pw$X zJJvCiSBJRc@m@zvY?GArIN8Pt@+^N6?~pw>y3FA>+DT<>?0WP$D827hc1_2-bJFH3 zi>e1VYqz$S=cj4XGl?5*uRKOKSoa&OiTq%=m$?Fq4qS~ef0?MA!lohFdO{ZGUUp-t zZ?J!ks++kZ++W=-U~P~61)56fQ9qNSFmajD+#8DX%y({EDb!xpDm1cNHa&kui`)sv zmD&gPn1d|~*848q8FdWZB-^=~Dsj(KvZDs$WQSwRzsH(S7KgwWXgvf*+GHHF{XEJT zhYZ4^PF~~=2FnX+2sC4WXXW(lTg#tIcTgg!?+BbY%LNZSdU^wk+f3{pF4!mS_uA>3 zb1P4KbM`&G#Cxi*#m)U7D?ESTlN71`QAVJy$b9LItK@s#QOzHwNn9Sgu*;FsL*c%%v$t_Bjl`K#DUlQFUy-hfr4?~J(U+iW#vS* z5HD{d4SAW)Cp}Q@R2g6Gc1qVdTz?kf4lo6(%D9WjXy#VTQ{W<=jH7?l$*>Xin6KU% zG_f|26>&ZUCEH-)qSC3ej*W014##berB67VQU8=9j1ezn_kKSEB`lnk2%A;Cqx?pS z_W;?QMI@+K=j_OnzdMno)Dx0)qdb~2W)U(#Y@Q+S8xwj3`Lu?j;JT@-+I>lWzy7&g zY^vl*xJM)=KEkAC*0X;gRHF=!CG7Q*T=DHq*^RDU>Jm@NdndKp*JWfmv`ib)lhf&L zFAQ1mH(#GA^~32ulf)}R)ojRK+mD?Cz>t3|HDQv&#UVN=cWtV- z=)uqNK;0dU!a^`A>O;RM7p9KaUV@=m=t zo^C9_Mig#RDGc(hZI7KPkD?b_eIL3D-!EpjPIJp2(ouVoAYm6T9ZbL5MXdKZwXV@~ ztmEPayeUjYeDG!Q`fZcDIX^{k%{LFl0xq!C{ zBjVcWSTYWXZ1B2%$+nx^cct_ZHmmMK(Q3w=23Jd`?abcoKOyRwk3-8Awa8J)<7$kk zD-gb~f0#_v+w+xx$ZJlJm2Jl68aP>jM^H*06H-(!YjmsO-e_02)%H5yu?^l$gX?6E zI~?;~;_rW4ImX$T*oG-{Pe3V36cj33zabt1kk^)&I^bp(oeQY>4 z;*8?APF-DFIFl$OL9q;c6A57#9+f`Z(X}0x3sHZ2XXyqLKL-{)DaIHHl^VH}dWxI7B>yoi0i4*7TaO&a|V|sr7?(#|)ak`f)8)?q#s%@XM}gz3;Nn z?&ak}I^sib*+^5on0KeIf)r3v8|&s%jYyjWWsIO_Dak7erh!4GE6J?5qDD70qDBY$ z!~lOPwvUnTi=z230>d8`V#ydRpE)e)r`xmjZ>rm7qE7Vf#9VtFSR8ij=H``#92cZB zvR!3eWujtn&BKeIAy)Bt+ckPGYodO_C(8H>mAlpS6GjZK5$sGwm6(iVi5B|=S*}Mw z{3$OFT$ebyWnz+wz?_rKPy2fwaK4Sfg>HX)t{hR(?LU#_5|;XMWN}TJ(33A#Ql$Z) z3EvQ|y7F!6TcbV_JL8kGyngC4Aj0#B&BXrA>K=)bc?q{yMASBmFo`cP=UD$w-bM> z@ievNpQ>f=L%tMAZmyf?4!Jv(#4e{ra^>n)kN-qyZ~MFP#Iu8NJLSr)T*7*a7FH5e z!@M$wH?{VK#QhaQ%jGdMH-aW*OGi7KW1B7%f*uuKBhKNq_sTr>ukW+Pr+c4Idiva^ zkv}+nm7@!|^i|p~aLYI$AD4AclXidC!^G0gGvk}Mm{0Bo-^!=V7e{{hdR)O&e7Cp7 zImz~2GD+)Xs7XKL1O{x{rQbDMp_45e&x)5a&g$;cD9 zO5nohm$V?Fn2(u}57w~zz*~q{G?9>w>FBa{a+KrEzHP+`GUGf#k)T2F(1d^Rv5b-L z!XNp-56;JN-!M~tz3n-#WCEgpe7;b(eay&0RUljM_B}^ijM*yd^zib<mCEYO#X7Zek9|!K&C)9~lt1vG|D%)2( z@k;ucllInwh2NU`wfbiUPcMJityWf1jupPu3&VLP3?Z&I%YIP5VB%3{=iXM%^!(C9 zuzEspkDoo6UY?hd{4uYd9sSYHY?s>(X+Vf;=!0FtVdq|alA~C_m3HKW$jWW#%R)U> z9k4^}>W|~w8B;A~KZ*0nf{$byZwiWg-~|REL48$85~+8n=nVqciMD^V&b~eMeP$0ejLs!qW*#+g#$y6MYroZMXvpXna* zOnv*__|r-wbDP4?Rx-;mM`RHo6<7IuKx){GPY9S;@KNw<-F$!S0D_^gEXfk0SZqhp z=C24allPCug7~4*lQ+Gs~#Nza+8~s*4dd|FdU~Hx6wads+ z%?T&}afcnn-==@9JuxPe$DJA{AzL`aNLRK%b>gBCc}fdr+_g=ms6I$xTsj8Fb3SOO z`9%FqHpa2|Dn^)aS9>LM{ZWRcB`MVO?a7h-^Ksc#iBs48ACc;zE+f$r{DeHJ@jt1) zDGzak+UM3sJX~y6HSOzRxNku^>?nPn)XHwFa){JmCr*EBE@`KYD!m(cHy~J2VmkL! zb4af7{N}7nC>>L|WJ2Ac$~dM&Z%eyf_XGznHYz_I+f*2S?rUfoaM2TH>vhW4V6HY9 z_@;{Q9x9rkV>p|3xCn=jv?z#Gl6;3GIND8#ZtmR+H{6yri))T^L+z8u09li$AVLSj z(Gayy*$IE4)?5d5b!jpB2hD}uO6vxQ6%1XfFK^wVL8@e3N7hNUGSidCH?G#-a1`cv zbBHgbUglO*kya3l8stSfByLtjb+R%gEWZ#=nKlxzj5s3oC4?ZHzsA@sD#fO5+K})! zDi&IMd&SW)F3ipwi_zD(DuVw%KiNst--GpPI_`m?Yhf zIQ3h0r}VF|TB8WPN?ff+@%qZR3t9rNpL3i{mq21_T2yS0zm;kVDV{9`SsEDJw_IY^ z=O2?6XFI%mLv6|%v&e&^7d}x4I|_s=S-Hc=C$`iNJW~6;vqcNmGbK3Y92wVwDNgAY zy!3w*>Kp>otNeoX`VRNt^RRYmQ)*=v66fP#3CYCqwB34tyqK-lOYbX&hpuCm`Kh7B zin)?yvd&p1%Z@ahx}Fb3->*I>bG0#0GaQ}Dd!`Dv}Mg~B@`y!f--oyUJ&eF*}9oo`YB3E&0xm}xaj)_VRjAv~tO ztbF;z96yZ8Q+#b#sY<=BM=4eMj>hK+GNMgXno6)nG!d=D57hny#wS$!8EL4IDkyW2 z)<4IQd*WQ_yzYzNPsQd}wYfrarpE<&MK*oPJ6g~D#ce1$Z@+;Q2T0thO+M}btJi-d z6B^Q(9%52ny|MAi*SprVMGz~~NV^?y5kiHD5Fa*UsMr%IE1>>D&-?T{f*anJEJRBn zIyMPfuO4Ntl#A@%U$R!_#cA1T{MJ2ky8TN5BWQC>4zr5j&rWec9tS@EyR zVKmg$a-R3g7{8!vWh#@?MAH5sIrV>f1>KEij(iO|wWm|5$b~WnxDOqbF2O*wPoiON zdQqeBwzVTzx>8PvMXQU6!-6rM=km}ZL0HPvn60$}&M2O?$rH)wDX7tX*8LM7(2l71 zhvB`R!Gd66-bB{1Lk23B(8s4e6Nr}p*!2(Ojy<9^yngM2Ktff+fma2WLcM=et;5la zXSD2*(85=!Ev40cmnNt7hJ zj}ZAmaJxu3@H*tpekm18Ekl12eHeyuS}MVhOtw-m{%#dlez?j?TW%u7b$|OK$k=>~ z`U0Aw>0Kn7DWDW>TkdIv6HPD@$%&(4Sfm zn85XUvK}Dlv~QxdL9N3Z4@@S$VxVLUcQm+Z{?*m*=#oO(Pa-KSzmrabL+OMBI>iMEoFVZ1nCs3po(_M=NI_ZO{!AG8TDXS6W+)zCoG_ABOOg8_{Mds)bGmnwaQ5uOzLzd0 z1)xM@a${VD$f7&h)N1GRNEA8knHa&oLoQ)o$j7g~4@P6S3Q7l7ltww5q-_`O30(|6 zN>A*{WhGbEsZ*P$kp6n@<|j?(7b{cn3ubOtD}O`dJrI9FNcfCw7@zfAM0_X2zVqbz z%Bmh2VKPUg^vQ_FCw0Lf1I?QGgR*i&@Z8jn#7n$}g13XxM+zKg9htpm-LTd#4@=Y; zl|PTrsD3b0mUo#TN0^cspPyh3C!@+cCh&K}1bkXq(yx`SUP;y#2ws)ot96#EVqDN+ zgccF6@|1t*^5z*h%##9aGT7g@C8lxkaRj&)=tFNX7Tvk6uY^1FGkq!uC<#`@%Za(9 zTtmoRc%gz~kC6I4@?;qsHw)3WaXDPdn^R`aabw}l97#@Jz}c9Z>nNJh1ThT){I?lJ zyffCR7ILOyYjxY|Z01kSI#Tu`b1Q6oD_#izQkj1>ya^z$KMl7A&dr+SH#)KpwGl`r z`$p&qVN}3(Bitp$3Invh>2Ni1${+{39W=o?I8W5Li57uzZL=d(;?2yadD z?TXhgb(ZosDjt7~(-QQ%aYbeTpDdyw! zR`q|UFX6FEA6UJDc3-Y9VyL4$-JNx0R4g48{UT(ER&x5Ix%h~7)5|nI}3XUx5 z^Qz0#*QGwDyP$|tq+P`{wny_uu6F7yIlgiqYKj@kE>9G3D{fGICR&|&-{WR^xSz#Y zsG`{9S4xT$RuJ991l0 z#CzEk>^GvL9b&|)pXs?%cx)&vE*}^JT?Wm&I91b7Gz{jgn>D=sCc28a`yt;O=4RSC zf6A7^+h*7UKNcEIR+nCqab5fLoqM^)MrFYKed&RTgi0B$Ez&oy8k*((5hWYGMdiHjo)D z&U@<7JlHjmi|G+{ub)ny#&n+|?BO$SCXqA56KgsJ#g9rSN;!*?qlfp4qrx8QW?6?N zC~EfpxHmcnyKR;ryREZ+>&$(2j@CJ>bg`}F?QSvCAcicix~83Gg@^dk4by)GbrTZ< zkn|-==h17BX>q;0xTUx7ZjkE3o0w?vy&-dRBb)cBXQ_pkG&Q3Iyps6a!ooprGB4Vm zMVrF>zVTto%U8t_A9vbq4%%xuzMK->X`#HreA{ULDbkg7UGww1pf7{Q_?wFEUe)QH zSxuUL6SVd2I7?~bd|xW%jT(Q4v3Q-Cr(efVIWIoP}|hn8D(_0ndb4qq2OJ}u{BTfxo19Y zrUOsy=&SM7A{Uw)UX+?FAtjHe_SWmRN!Y!DHalNu-V+Zkm4E$lroex#RFH6b%h9Y5 zW#rYMvyK<2QuVB(=r}@sF0M=2&+>*UPPvID-XmgWOJ8u>3QV~C!wyfL9w{*FbDGOn zf1O~hF|Rd8nE~YpeKOUK!R@K+PHW=^6 zWj3#hIq$gQ6{+dxyhT14EiZZ0Y4ynC(r?09o7>xY&@5O|mU0 z=K{K#EwjB#aJY8-&uO8N{m3^Uz)Kq%7+? z5bO)lw1MGJ)aEVQ?PK?ky#sFFaTu~86JqI% zFx`T&Q-F0&eygQ$R-6{as%D&8M3|xad$qFv0o4Nz#EO>@B@GmZvx^P4vx^S$rw}(b z3NK7$ZfA68G9WfFIW?DHH4YR6H!(CZli?dEe~oknR8-&kwxoneN!K7DDlv37f*_qz z$}ls)FvH9+L4zQQbT>+OhlEH;h=8<;h|)?oNb7%$d++~uzi+MYTW76v&VJwLt-YUT z3-B77iKs(Rj!&K09qgq7zAJ-3eZC# zp;#&bO%&Q219Nu45z74Q7a#<_4iJ}@mlggU4p4W4Vqjnp5?}zrxj@|r6~Q0`zzhY3 zL2=&yNFk);g2SN|#Kb&3Jw-uoSWy(le_7?aFu)Ura{-t_u~3W$6ax4)Fu)Mx2K_Uc zD3t)f+y#dHV>d%N;XFYYD1cxmJoqQLZBD`p*X-yS07-6h9duf_5T2b0e|-f zATBEY?{t5oeQ{eS zFbot-*miHRKPL-EqCAnle-}$3u0s{z3>Qs{h!Wp*VmvP+mqx z8VG>81E5}D7qMUI&Arjk-%jyge`dl2{=R4w8sJ120_qQQf)YMdzF3e46oA9vq5i)A z+wsp8mAE(n0t4d!j!zcFY*6xs{ao8zcKt* zmj4&Y|GOb=JOc6CE%e*}f4D(zFogGC0D-i496MK6avG${kK;a z2OLhXO8e`^{F z^@4(_CO@FSijQ1tAGI7+t8;jYd>tg8nQIG+weAU(#tBYj`?}~~OxGE6*KmMTunwdc ze=G?Z{ou!OWAkXp%kI_Fpy}k>S-1X~h8#1YoK{ByW|YdgAV z28?Yg-dxvW_?$Qb7JaDE63KS#y|HUGdT5%^ZmD zWn+qas@I6UAgCezU9%)9_9|O}TZrH^iG%F)>3HtzmvOz4fB1T5L(L#+qky*!_&P** zhK#5`N-djJh^LXHbG+`FPGV`Y$K&o@rbdgkSZ$H2pM9FM{dR#0m^0eNc&k)4ft>;V zH2tio>%w_aMu8tY14P3PW}QgKzGuzX&4_`HDm)choDb%X=O_%Nwrk^CvkS{79&{_* z=4uR=)h~QOe-fX}CD-Wsv1o7eRHW<5=TKJd=rxVS#yFv!)l_yLUwMb5QjH5#SIG^@ zM5@JUm}7?REoSJKlfS(FZZuYJj5^j4j2cT-BzEj7vS z=9ibfj&cIxuFt%=W&9p+4mJi8Raftp>&%qUUsuH@f5oz7$mH*DPIZZ|;z1&2w=W%+ zmd^~dZ}b{Hc;3_MG_#Lidy(`uCm2~BnM|#Zu6^t^i_kORR%@?n@=dVuS+cs2Cs?9L z<>_OZX>b_zo@fuG5a7cWk<#UWlba-|eC!+*c6R(#$GfL}m-7O1dt17ClnH|0>X(Xd}SR;haL8|>F=M}9CFC8wca%;f_>Q@D;VqGIYUy1Hhf$z5&`!R1+ zPmDdW{aAmv(J{=p$6P7>Tv2Hqe?n?rgN8hx7mr~P6Ee+aLL;Ur5Z?yCjbkHyJPzQ#@%3oWtL&C|T7 z_SKONeCYNyNkIO)|GR7ww;Hk6CIcZkZ8HWp67JCJ ze{Zh`GAF6%L!l~Hwx2_SFDG215~g$C#>-CKKbFBup%daqmoFHPUfk`vH&kdpCpZC$ z7X6x|o3UmTqxk|f$ttB+kYHSs%X6>1c?;n&Ec33cK~;}ASiOj6Ppu@P(d?YZKzuf% z1RS9L6`U}BWRjHw0aOd;+RmLj)di6Q|%2T#kNH$TV`~E z-auC*YuhKr@}ct!=~rM{+$CcxHYVp?5AUt=O_`XVNNHHJwKQB^4_AbAGbA6XdsDcTW$(=1X9`X~=YYb(jHzvr()LX|)B#y2 z?HWX(4V`;=uLzRGC$w0;%9AM_e{dPe{v)5kCia3xuXmyHkILx-a>JRCaQ&ghT)H288LUptF0j5;JT`;M!vi13Gm}Q02QTs6C?27V3SM-kj-Oj|M zu^U~gAYvz|4TC-Le}rW3JKZRGwR$?^BaT-Irloq$9rxfwcd)y)R9Dx`0}zwD>FN7V zKA$+VU#nB{3d*48HzLXnZg154w3I1#9ddhuOHwR@x>QAhd{-8)#)SL!y~S;>>pDAL#DphZ&Mp})cRPI!?QJA-4ZYUuMVCn(!E{WlQaogL zy@G$nMVW9nA%V~5=QS~y%Cz(FWN>m%ZVpQ|p4`I}%SN{Zx--vRHU0?jR{b&5 z(JWtv1a?tL%hk3_%Maz4qb{%=e{C7`7AYlh@eHTH50iO5o#OL( zFC2;+DzZ~K6gVgw?qIacPO+Gcgs&EBXCOYb2klG=72a=hSL!sC^!L%KS5vr;Ppn>w zTL|Ym=EpbhkJkk3(D4Lhi2UTfUi;?3ddSe=Juewnc+U=%4H{vuxl9p|l)5=0<0;kY zZN(9Pf3i>?NVB+zL%z&ROMn^wsL63dm}h~2Bl-D6Q0J$y9Qun;ws04ZGpvt=Pj-^Y zlYx3KkZW|H@{ud9*mB`{M|Rruf|MQwhD@NJxUw}BG8D4RtgAt#SykOwet`kfzG1$} zaYpJT_9c+k;L~=W)-HEAT2$(&`z>)+@uiWwe->`9^xB=$Ef@CMf*t@gJ1(u3P?E8< zqGb+3-wj(x#>@!OL-Aq&eqPIOEh{IbWsJWkIF zA-Ati-*r{-m(GZusNSQyrVg%4-Z}|Om`X<=92)EM`5pwJFv5}tE0X39MNHTop3lGB zf0&CZn?ABMdomWNcQGhSJ%&aAy}?IILG^0#`2O9jhqu^A_&nKI*Q6A&Tx>(*S|l+# zArJe)7QEx%^gm*;M@do~tq&{ALAU)6dtVZiW{}(d{(W>3AzL9Z(8H) zS{u% z&aQ1tmFN}vTh4v_Il8q+sKT{!pJB`n3c_EX`nD_YNp7W8AyJME3xvsri8s}<-Y9_F zdZmt$af+wl_^h>(=3WJDs-i(Nr%U8jn*$yHZ(f&1Q#jBCT1@GBX>z*6q?See@K3Ab zMAYaf={eO&*BXrN_kwNMOY3!PV*3r% zt+pmVD?K%<1GOf4n;>EMBVM zxP>K~QPW2CvHg))XhC7;qrgkxMaSBCg@A7N!n6}%1EAb;P*@C0b>GFn9o2EY*I8RH zgSmcy4^pn2bv421XMy`zFO|_*&pru9#Wn|)gdcL1A3X6CwrL_ozSK7BsKly@i_;|D zOySvuY^VIl*bl_R%G{w|e~8x2FxHos^S@A-ZjG7MbUU+7?Z#r`Q5LC6Q}p6GQ(XE= zjq?;tUZ{oRV>NyqO_26f*zeP$ftf?Hj&f7kjkNk4M?>&ZdP z4>3Io@^9lQd8pt}tRm`Cmq<5_lJD0lk5S@>Ynf;?NpJpWcne-ewz}R$%p@+UfBW%_ zDoK|bqP8;aGbxKf@z{F1d#q+?0mEg8gPAq$bm?7frSm&Jq9s7c$V^Ta+WKztA%_5; z^9rfUD9}TdSrpVi2n`G|pQ(RnbRx%Re!val~(vzJ1!;S2e4R?~V)qqxF@Z{HSSB#K;Cfuk|$rHUh4_*iGqSXBJ|9MO;P z=pkZr=ln$Vf9@b6Nk+A!si=+QDagdx{S5fbLcc~mO>Eda)xi|mu^OifNvMgL;!PFq zH`nMcR=yqtk{jS<9!&Uhf+i?QIr}K{3-F9X=R|^K2kZBI6Abdd?gP;(s3UTFqiOT-Py{*c_?QeAMtf6$JS{I~!%<=Os8#>l+NwB=iO z6h6nwEciVTtT$mPu5D1mLH6}_@>$KzeFlHh$1SSFvd>l1vX$7;^B-B*6J_}xJ!)k7 zi9^qQzgAJVC^K6!(UCo<&Pj!yXej(%FQdz|_msL({u`>VP#HakB6U)hB--WF)};z zo6-2%x_qL4{{rsQA^A}LG!GW}DZlJQ<-2;qI#6#L^I0ZoAL8rzQty?<+o*h%)*#*; z9jiv#<{5?3Z+M%PYx~q0?jf(TF_+I@jxbnoe~t5h@gB+1$(K=+*II}rua|MB>wC>W z=Jgiu+3Nn(1HA6`p*U1Xee>e@%F*$26yv~Wvt0F%V7tpT#;`3@> zG|`Avi{^yw%8TvM=eJ5brw3>@f7HdytCk}@9l>?P?u?jXgrfYJ@Di~F_^^;AS}t4i zT<3w)c~t2$MIUrb8Jj>V-NH*-N*c}vn9#fVx0Q8}7s31-jjx}>FD_L_QXV`gd<=P% zbpN}MJ_ieUitNMBN2MOiCv_QCsDc+4SV&zcxx+xL`XqPJ-L_Njk7@Qze-3LI(})i; zvQ7QUYI6hn_X>HB5E>mO?%}{Z`(akN*thP}<<6T;`Ko8KA zwWP1%JS>>Ua6C)g1pq$Syv~^@)pE+lHtepRR&!A>g8G^95|@6fYQxSE*PW}dYd>ur z-ibe64^0gZzGoZ1-T32Eel-(mklt3S&1ANO zqQtO;dryCcs@?ME4AUDtFZeJO`?AWB{Dk!?c+UH_BqaT~opwR1`a=@!Di@ulcS^VD zg#a!%rxDv}YLED%e$K`mQ3Pt4^^+`scu~uI?+bqX^k7)LM+?BpM~jG0VZx+2C< z;U3|U73OxG1@&!ktLR5W2Xk%f=)g6L3iIrVfD)R)oxqUrf3*!odjC7&Nh@5yrTeZ} zMnt}|Ow6rrM&hDRM@H>wtm)|;_xgbaHj{>}8M^HUx0KoX_F|ReO{u8P?QusJ4|x&Y zODSm0fS>1;91kk^`}*SjAcxk^ESw9N{ZFs4Qo`wyS>hpFWBaAwL~`&O+xxyf3KTG2 z3jPhhoxU@=f6J@!Ll>cOvDNN}8!bEq{45clf(_sg8}mM~SX}#-Q=E6>jE`h7D3c*q zjp;K^De`ON_e5|-q=wt;J$Nma?$gfYslJad9%g^5n^){*K8;ft;_Z1#Bm|!z(bk|- zqj7+rSlyhNl5!)JI-K%^y&jT6ZsbZy*_N+-bm?iZfA3}*QQF@k^{QP9P$QnMi$kt% z2d4gX6Xh%)P-rifWfV6eM{-n@-(w#dE+E}4A@zF(*gT}l+j!O*OWh)xD*ufbhN7Qc zJ)4Pp%gjNIxSmjl`)Mo`)4VjfY|SPpQYwp%-{aZ5CxD9=VL_7z7?YQ zI#09Qe^Hs{&yv#8G1}`IokW(VS5DDexRFj~km$U??xmh-IX)A4HF; ze?3oa)(la)HEHOi@r86?`Z51G6`VFQ+fRj5Y*OMF`ON-)KM%R%=;%t{3|CQztEZ@R zZl5@$fA$5fOh?q4T#q5!Q?1S-L09>_If#ej`~0Xq zr9U4`p5?Oh$~M1Z_Qi7H)u}XYri$-tYPBcwx6}@+DSMlAK1}hG05ssphi-|_g==*C zkDPE*=HMqLqpc}NqQ$HQ#n5@PWhQvUg7QhJwPT$Vuuekcc2p8ql3>-r=AMQie~P5m zxotNMzBy$gFx_HHx)2%??fWyTSZXunMVNiMsle4I7OoA{Z*6?bZ&)E$;8As?y=G`4 zc$BS)>jCGDNWTr&{NxeWGIb2S3x$bCyY~L8q5_=oY*}+?@^M>&A<0a5+iPRAv~ul+ z9Zq8lf+~$26ricGjjOqCF7}+v8&-hJ3;0E%!QHeuHRdBwIMq$obN_z;Z6(^Kmk}im z6PL444;K+NHVQ9HWo~D5Xfhx%I5sdemtZvx76UmmIhUd611Eos_61OskNyV=)7?nd z(jZ7T(%qfXuypUzDIL-!Dc#*jH%O;+D<$21`NcVU{_i_;@9fO(^Z9l^OHHn<_D;mi z!2~GjU=M!B%EZD45K~Z>VPyfZu&^_+u&^OfQ>$BnZGr!xBT;Jtok3O(_I!Uxh&cm| z!LKxNWALk>f`flOK-R?;z{(C_<>F)I=3`+2u(7c4{zuTknGYat>}q8OP+$VcI@kk2 zNYr8ujvmfd7M9>wKmU0I(3#Q$Sb2H58UI!Xh}Z$0txS#W0Sd-oOQ7AWM^j^4fSQA; z6%g$4KPKqjTY|xke9X*lZf;D*b|5APXA41kMu3|Y*b;xB3IqY2U4dqRzfuM$8ruQ? zO^peO8lY}z1^S1f=3owXGj;|7UJ15Vra*hptBQ-g8PFN<>K&jaBM(q=1ls>2EdP%H zBjDfS09ct=|7-4F?Y|6J+5fFnZWK~Mu4%s*M=kg+Qe0Csi(`gr}x_+Ny?$_g;EG6e%nfEHHvNWZPWl7Z&`;Me{;Te$;1u)K~R zD}d#%&wrovUnk7W!QR&6xA@;JW|ovx(a;fL_&4SMGDSrl+yP$i*f|03*f?1LtgLJt z0PcU+2cQ47qik&TZybN<%GjGb0C@ii_q9&{3EB1E8KC=jLFfVhYfI7Lb#j3Ky5EDY z$HK{C`ufHC|9Ra1R{8%o<$qcEe;xGy8Y61UQT?L?-m5bf~<;sAKU$=ij#NOg{qTjJ{FtKp_L$?A+TDb$wl&!#~ zmj6u6KXi@1_RZGH9;oa9vij@7ylSzq{2$)yl9}4PUJ=miX#ULtzV6Wf`jxOZbujyD z+1NO_0LISF#vVwoy?#ZU058_ptuzC=|2@nAW+rUSLMe?iyZW;y@jJGeOiq5mpk@dtc$``bFlYlSU694&$Ne@ML2tp0$nWw-tV zzShX*5BORL+dtrImF#}Q*9*h^hvnCs#_aIh_p9vdTkj9{YwV7{*{`~euP=Wddt0D6 z_&1gHU+O;>VJF6`IijP z_0Qt4zB>Bt_VrRRgDstbf7JgqYOtHb9}2Jaa`^+k*30z|`0Cf~kLJE=yZ-@S&3pU} z|7VR&U7TMF0RH>lzD~=3@ZWzgP$1A9Xo|Er?_kOwWL+E7c3Uk%)xr6e7KACZLsDh+l=0m zSOWKlAbA(IpK_g@x<>5wW)`?7&8kCgm%=mjc#KYGKjt#_rQXvtSKfbASf0SsHvVEl zff|pBgvaOMVMl=qY8T09uN18jnVId7p#q%?j~^wFNbcXI_K&b}ZVfDzGD2EyrV!j(gj?$1%0G50gb8&QSxWX>`b0ZpYKG;s9H2j z4{kvBr$CEs#8RAYAc}u{aW|peGT?vPDPH_FVlhd*z>}SmwzQ|LObS~-5)rv?0a0@5 zS5Pg}7fd;C`I_OWcms7%Qszu*0pmzIcB8V|h1Yl1DO1Fe$Ux_4D@M_Fl5IcLK!~g; zcp~H-YMr&EeRZx^ zREc$$R&^9qXSGV7kaE+=zGyD0#0ecjtnMMOL7bPBvvZZY=SSD3ZvF>fh-lQ4#=Dmums}EPSu`5Kg_GU_YTn7x;$LMFw}B zW_rymPX;mHT&ubbT&ACLrw`k4z|KZ?1!Z!+Uy=o@i3Zg$rRM9ebX8K>fVxMMX!Nvi zxuFe`5}~Mn+os+{j~f_Ep_sBfZhimK5Ut70ja6w$nVm#QlnSptF%gjiMuCwRgCw=c zoc*e*`ox~Q?4w}nW7Kn=9GCy}F;%LhN{`uc%HCOj-o1{O5;D^Y&)O$$vY+bi%T6CM z>R{)!S;?g4rha8(NuExz;OX0w@c=;sY0u4LdN-&uW5M@ja*!ue9=N` z{us`bY)w}Xkim$U(F_;*M;-m&Tye`oYCo+XF7$OjYYOP2XrSTo_>PY6Y(~8SET7+U zgi^qN`g88`lU(3-w(wgoY|92dGu$q;IAoGX?v@tOd&DytyvIhEI{5N3Yha;htI2nE z5G0Mfa!;54=ALZInu;m*E)H948E;r{`qs>O2eV5j$Fqk$aZH@hfP#$fVYSpFzC@_B zYWW^i1`z@h55fmma*%Qo!^;uh-p)QcnHJ=K7HJlIZaVZ?8|+hF9+9DaR+X?^`8o*w zKuX-|4{1;Cc%0{B)!O;V)=8Q+KVC2bitYXiEx8k+c1c8O!Zsm@tqf3=PnmEJhw`D7 zXe15PMdpx;f(Y^TK^%Pkuy4F0N8&&3m%`_>h|$i=tgxtWe$)!5y=ZHGp7-uva@>1= z0nn=hKo(&=#}82%NJ6h>W_#uVsNw9V{b(&YU^YmZG1C-9LHJ-ijF~U%S=TI`$P(j{ zxr5_hGpW|J?C^quSaymVi>-K)i zk9$*yNmRS}i2lszZ!g%dWT|AQalCL1=1}2t8I=3%)_%!gFE;Dz+Ic+>c7VvL3*bvJ zu46>?2q4pgC(yy?Ic}E+fPU0=pH56v;rim4jdWoLw#D^077EyZ6M_?`J41*J25iUF;KEx)9j1*$BOd?z48D7Rd&2#oO?4ta-HSz=tJIC zg)o&`xbY-r%{jBW%}Pjw)gFd_XVKjiD4eQ0EdrWAnX{9C6=Iny$4rr{B5cdIEhT_n zMlIOt-aSmB^J_!&{Ax@Mn_?}tc`2G7QDB=w220KNR3(P$7De)h3ym&MFqfvDyh0}i z^)nuiHFW&tIczm6M+cXq?-p)-xhwGc^)aqKjvY8x6w#<8eP{X5kv=7VqM)B;KBxUt zsL@@YG}5Z&HudMJy@ufZ$;aFk>Tk_YbW>gGLU9CvsbfrUP>osTVVLUO8b_^+LxR_& zE6SetZz#p0-Wgd45aPjCny=C$sVCG*NQL-4gyI3yWn3iQ1Ud*w5?LV6aHe*HcuV7A z>e0ykFDIpRoO=VP=5v030#3eM$nSLZ-@a+*NwDNQv?j4a%n<)!N*u~#L(Fu0Y~X<=gD)>>^HT<`_q!QT zfJZRSJSQY@dqlh_kqn6WAQ3(>R?EJWf>uzNOPqAu$CAsLWKZ^gwZz}GLNMknxfuWz z4)W2lk%0|r)OX`#qSJYpo?n)~C2cBfLzb=KVA?~UiS-U)8-f;?`-zricNaph_y9|x z9n41@^U8w~|eG6YPFAW0ZG%#hBJzI*uEbf@!ZPtQzaUnWsOHw7R+@xsO zzL^vdh`-m4LBE=m9>3{?cAcFGI7b%LPT>eS$0zEarP-u^0PDMUXt19TJLR{36~G z5cq+K6NPw@THu;K8y9*Jg>g|fyuLifbF0Dmp~Y|p?EtxZihlnR2q$3oZS($H0N=|~ zGwW;=hDj5D6smY3?-QQSh@?>{^n7Op%Z=%7(~fPldj%ypP!y@!>W(5NS;6ELAp z&CKci1$b!{@q((7DXYm9y_ugX=m37?q+vTdJIuvxYtq%4pnC39P~lUaXdCU)JMJ2H zE4*%HzHk+`ZWb7S*)Wt(5)LW2DRt{roNk5-@{wGBG1KNpXo>q4aqJd3`153(`m3=* zv1xC%-yw7EG4Yv+38|kP15SE6o6}mExjCjvKy(mBw-GE11(N;V8+r8a4$KiDv~E$m z$Oz>IZ?&*<6OC(&3o^pO9U9LbA~s3Tk`mEvkJ$+5>uG@4_c(zJ3-!S_9Tv}d>0!uE zFF^-?9ptqZ^{D=|=Dk8rb#ATU;O`l7xw>-?;F~KN*eR%N#`lyEPxMqR$zC*tO}UeDOvkS`kG=9U5xt9l zRKMOqJ;_62An)M~=)Z9l6S3T*8bGJx%<eXvEr1mEyScRC0ry3G}_lZYoyOO$k+{*+Cn9F;k4*(dB=rp2W{LL}t+UgiUtvTYJ*=(S*e%RvY#sdz9?tQy+{BC8)&o?Er1YeG;OFf6$W{Ng&Ck{M+fpa$q z(5p7_rUIUWr&q>1chW|4MpSso*BpJA_vlCyksDaji&6#|%(P$xtrxAQsc(0nM%wtYa)*>iWws%nxJPP=s4#DOx$K0^F+bP$nhbp*E z5=E6VyEq*2ec`A^UQH2|vqw^3jXr#Uobo#lB+z?!VJuP_c4e1*#eQYK4z5 zr#Q0+HX~tKPebIfGaA0DJAby4HwQ){Q@H3Qx-AQtPgVn%uyKLC^ zg&O@sH!HjDy{AlygPqF&bXr-19A$4=ul{2@f=hF}tcLJgB zPlY$?*yK3|3_77Z=8Eipp$wvUHr}uYcb%4f-nuS)@6qIbX!he#y(u(@&ix7G3{bRg z-Z$HfzNK9?h5POuI)|>E^}Q{1>;S0L{XHPLLqJG!dxJcEfg4Hnxd6hzcjNvU{iZHyW22@T)&iYvozSk)8SA)|As6^U{e>49A7 z6ZwG&vlrMUfO>m>yaTY;;p_3a^M&76BZhqkU56fgI0z{pc2BC_iKV#6nluUZ`!z++ z7yML%u^}N?oiGb3!4+qCi~y0tThU-owI)cbgO!wEkE=jf4JAa~zHBL>OgreQa{0mI zm)-AYaJI^JRUa`M;ZBxI9fj=~J^XrzIp%T4Kt+(>`1;*{71J9s@%97dw2j#)?~xFq zpvc|j(o~v42puCa92{Z9(SOjh9d#nsSv*pZq>kdD9 zcJ~!(`zKmk07M6lpPW+BeU+W+8@*K-PDd*oC0|a#Nef|}WzL->2EwTx-lwhR?@b9T z!}WDAHax;;kKt9rD8bj&jA%~DBEvliD^TKx;Vt`r9Ezf)E(qsc+a6%_Nl$&p@|K~Z zM2dpwWG11W(fFyVS>_enl@GS7G#R^Z2(iLdePguTM9K3m<8L19^#^zuWH{Y)^rc;~ zS8Ch&H7Eu@lU)XGd{QL9?_Pn$YB}XNPY;<`eY*oAuvNO(r?Yv#F+93RqCFFtP@pxzw=ssz# zfhQjuqlKw*lP`=OqOtOhs}i`pzu5AXK?b*OAPIa*u4PW(HgMczC!#po<}bf_x!nT& zq&ufGCBLk6R+xX|AzQAJKu_GI3<=E!LG@mLd$7%tRt!;zv>IlT04?K~?4=G@#Qp=^ zR0v;JTnsnhB;O{<0^9zly%XtS3T#*zlBFouNu7ap%l;Cv`==Q}6QO`wneuq0U=9bA zwaYCf+2Yfi{Oh{s-6-dj*%@)@aK4a19#Wf@XEvcweDzeAW5#=xLY-YinU;tBpgK{1 ziG5hv4jSh+T@ysyZ`Dd_1N^hTPLjN)LzK6LWu~Sn1YhS<_Dn*uzStQu@;uoU@+RB(}+W{~cGZsR*a_3WNwsIxxQZDQX zV4|2*rM6$jL_&bIr9lvb{rUTBsahm|-bix%DK+pVQ-DfTL1_2b`UmnmoZRR^6jWq| zF_Ej(S^lbCoDjpGw_2wW4bqgk3MOY zST-YGo9G;*<}k%u#ef3c*`~qa6pO^FwYNs~LXXR_@R$yixJ*c_uuj=r60hhw zZ3JnWb~JUwbHc{hhy z#|A9ik;3K}l6vR%JAEqFGn)J+pWQS?r zlA<_{*y-9lloi=NC}HY!JE$=UzcvhNqDmKwM}#XeQBGIEk|^0u;zr6*J8L%kdOO>Y zzm;&ug#?coY)I3I+*Vtuw;hm@ohg{{(t)3z@N8b{Mr5Kd=xy}!NSro0ED73`x@i<& zn$7gu@tn-YZF}z+Ge^XKck0K9H|1bzKS$Yjfr(iGvu0yKf5trMa@1T@@Sh_Ckyv_&}HQ)Pp(a0BIDF!{S24qM`XVaIWAlZV6@*i1Ci8HO#Wa)Txn~W5? zz?wI~?{hkd)oWuon>!?uYN3mh; zN@#q>2unb6qt&`3GGn{Xh(so@6O?Fwd@e16KG^#Fats7x6j-DMHY*I2uD3)%jIByhyUkWrkhJ{=sE4G`3ch(x{^q< zKyTS(xY0rDC`f60jWE}M~qv2yjFtD)8{?5?#HcaK-wum_Y4KXLzQAy8Lg|XVUUu4tbEy? zy1Ew9LMD`xUhgG09U(YO4B3p|e#Y*bax+LVwqLa5e$a=JpOV*sqNcv1w{feYrmnF! zzG^|mOHu*yEP~qV+UxdHMkfXL2zJ9vx;WqvDq3f9^xDL!)7C=NAwQqDs4_opr5bKc zQ0}`tad9|dG(uOJ5f0p(nM?Qa5vEyX{s zf1;YV9C30)X(gWPncG*>@*g|5G`EGKm!$3bcrlEKUQUB*L|0zok;pv0irHOKCj%~X zu_(lHo(%@50it-Xzgw%EDhyLQamcn9n7~P%*_Swcolqf-niW!|3q7xYuAi>BeS5zD?$Ao*HqbMsW!Q4UY}bu@27O7i`Yqt)Pk*qvn0AWa6ZNRLH^Hn0s$jC1k7v zgNHp2=HF@)gmOVHDKJ8RHLYz++YW^0H?H(jft$mn5P*BG&~}$~O- zBq&0;%D@UKOd~t2Ae5;AE}Np1@$BKo)LgRX{UlswrE)?<_|E5QZZbOp8=C^{MSC_Y zAreBo5Tv8Uh=3cU_gN|xSonGY_sH$Eqp1tHt%Y9&Fd=MQ1t+0@^TlORAuMfW^7RPk z>0qEh{qpkY20O_|>A$S$v9J58zn>m*Mhlm*+ordR2Ud5>1%rm5@>g3I{6-?S}N0wzQLKfY@-Lh ztjUF4QzCV7=gZcA>^MI0%Rd>-L*b0!wp&oRKT(3JZGq>`?-~;NVB=LaqsQe$TGK7! z&EtduYgO#?44U&3_V%IBN7*Ui_-u~5EME9#!j)Cm7sxMoZf{|E=3#Ant-<>kEQ=uc z@);rsHd`e#N4awqK8T*;rIpPdaP^%=< zdV(i0V^I{XIEkR4H$;A|pxUWlCnq&=8t&6m<$iu_m^8FH zxnc*qr8)rTZ3|{tSQGh>_rmelJ3R&~-FP-T+** zOwt`DSlLIubIJ}`r`f~V!#?aY%$v&`vk)SKwMi$M&-;qY8$G6}eq{CC!rjP-Nbw;y z(Dx~lrA9wIhy(Z~qbsRyy&J+h+EJ8t2xZ-Fizd6NR?(5qQviV_h!7lCS>G5>eqCLKr8NKsPI6lET z5twtnRVz%9dLq(TUSf!DFVGr|a(`b@dwOG}YuBxVlU#>;(20CsF$x8`?7MaXFljH*;RT0;wQNXxQzA zN}uP(6%#e>YxCS2B9n1x3n7s(k?X{NRZI^+)FyD{hCpPv+neYKv}FIuK4;Xg+8la- zyG~BZ8q{kn8Ma>;0JtH>_9;rbC$^gBg1|TlE*&mOPvedG>^EIS-zOei9%0FW?oVM0 zu6|bTvsb;UVfV;C3!I~79z!RoXql{|QUnL(-!iS7B1V+z*v1~^>;T-(Y<*dOVZ|>h zAv(Tj(UL1Y^RV_oX+VvBVf)lk<(V=KYWkv#Or)a^B%Hwfz9Gg(9@0bN$yEgP(`0?Z zlH&5?m)xb6RNZidyH-+>_Yg00@_1-M_GVs%?8NLiE9vfVt+K?|Yc-GOaF^BsR$q%t zm}5YYe2b$^wLVR#!wJP3Ixld4-EIX^^*xwxrnB98Z%=PYUvvk3NTMp?GrlQ%6>NyO z?={4027fiBa%`W@mpN8?A}Spv>tO9h{Yu!r)a+Oahjz#MrZ}2Hju{<7E}*PDtA-qt zC|;@#wI#wUZNeO*I&6$MgoFd6iO&jea&_TM+z)gmVFzaxBu-M=rUWTC*?)GPY~$CEq=8(*l&4a)5AfGh0ve) z*7fT)sclAMWX!hB&zOo;GuVwxF@M!9FPA?2Lzx={VRt^vlj#%qD z_+C|!DwD*PdBBa3O~nVfT;?aZ;r1@kC4n0&=Af!(z7MNaFj8TEGX6|*F&pS5QTe{% zUqr`X?_`A6Ysu0)I*54meZ=%`=GDqG$p&dbhpQYs0s}u4=THlEca2g#ig%t3&j{7} zz%_*t)}CwY98&?RFMjdFMuuN?`WZgTp?fiw*i*S>jn}FeON3C*{Jdmx~$k%Wyqk zlIo9z4y);V?iM@mjA0ywSH8c{-$_VTFK9jmLT%d1r3c2jGflTd)?Q5y9wT6z&ps*b zWMxZFnPOKEkkYz^?q_u(C`N*9)PDKl28u~Nfygb9wXR*Y8>^3)P~m+=oz5D}i5ELz&A3<^nW0e!G4;AfJ+kI{pLvYkj~`H_Y3LMjwecl2%WmPF++qLV3OZZT;tYSVHP>1c5fAb7{CO|-D##EL+7T~f*(9MEzU<|0 z1$ypYhvy-Hfyi7~m%!g7K2<}WGa=R$sTSgwMAT!Ugo_qp3N~YH`$d?09_^h%dH-~N z!j;K?#;9KRu> z(e@y{*j4!;LWa*x>XM`_Tg^&rTyvrP?+B%TS36zlEpfD62M1C8nuoH!b3VO?Biu7k zhWU_}CEB$o5f#iLza)oRCn*-yR`%1|lUJNVSqgE|?g$**F@zjJc=Y`91HhtXH8#2@ z_dI0{H<$y)Zip6!oLF?$^mHZzM_qUqUlsRO3LI}zC?x(FHq)XdH@5R;p8R{Me)@`k zMBvOL6anr>zuO~Og`+^6A6%hMQ}~K~2V9?O{a}6B=yC{k^&rDiPfB_^pUZDwvf4c4;Hm%IbUrT;D6hSU_Cdw44kQW9~}FI zp$WZcIZr4K>~ZFxrSC!VX*kpF6TE}vO>-ws4~NT`o2QLFz5L~@rvO%C+hX)vFf1AQ zVGa0+fwi_tCGC!3Wj%#}d-a=7N+UU0dr-#*SdpQpTQR_byKD_K>4Wp7ui6lQqh1L! z74k~Cg@f9O5Mk|O+HIhO`a#CF8lIK&23iUr5k!Yj2}O~6%Gv&85<(kpkE7Hr_ikU3~BB75k=-}l5Ftx zSto#IyFFo&sDN9-MxU%X2fMa^@gm~Mp6fgv?PZsw`@R{pBR@Fpn7UG*sXMT}*~hax zFGN1i5F~nPlJ1(GRCO({j)%=%onq2m!1_rC-xQq+d>>*lG7sU5xt={=a1n+g>&@Jt z=_zvD%j!pBk}Fk2MWx7GOJC06|Ex>;#Jzu%zxe$m{8IoiW%OxGAEz3BuNT&4d8f)| zD$#m_kE644?#<3e?T9^Q;g zmRItqh&Lt_LXo@C8RI#m%f`*Nmn<()buQ76xd&qp{_l+u;UuYvosv+d6q1l~-G)A* z)sv@B)6gKA@h6ATJhIh)rXxHogpB1a=5s`IH1?WYT%_9BBS1lu?%1_AKaSjD)5t?U z0XrgC3kW_uug@582MhD|au>*sGS+|X8BU{e==M{h_oohry-;dS(XQ{s?G>n0{I0D{xV zi=budD#kWBj2V?a!!xM&XjDFNM2I3tnA>~wC#i8M)Kc}qtVuO40AI_%2F?Wn7tK3+ zuMezZy%8b)%>Y{PUFmv%+VNdpIN?~qNq&a#^_lNm*fMwOg%#QB&4#NuXsP3GH*bBr z#E_Q?y3c4jA@iSqPEtS3a-V+M^PCF!i1W^<80Jo#Z=Jhz^GirveMH_h;g8yd+T_0I zgri??UznE2CN*>see4^le|*>f$~dFGhZY;COTU1dpV$TxW>{SOo>*U)7D9H&*Vk`~ z!sX<+tWCzgbwVzbPSvTd2eAy+mHo)wgZYjidumW4aDdl;wA*_^wRY2g>2qh(=P5~( z;=ni6I1a~CafzLrkvpiUDf_M2vx3UY+u>D%9z4{+9lYeX6LV87}V*k5L%K-*>67u{h!u(IQA2%qm{)z`z0EK>|5896~!Ai=qRg`hB>42o=zE`Qn4Xt9@qtL;=? zB^|l^jOVS^_)whTMoj;akD&RDouqMT4{^JNea}>kliWn1pT|A37+vAveAm*6 z6Og}uH@f^XYfY7QQ&0cg6r+y3p9sliQoL@puoYpDn!NPvdd2CGrgP+$aiJ>8kbL*2Pi!m{Ok!_xBt^Z92nqRwR^EqV`_46?)HvF3^lbQ&ZQ${l{Hrps& zu~`;T+V1%@>%y907gX#OfhF(T%*ti%NQhoN!6~3*2f6TU`X@XkhMEe+jBk|sYJMw! z&Q{<)`^zbG%ENTm$zzJ*s5CNCbg?!L91%;MYdq{yA^2FcCG0+UIf(^`>(u2Ntyq%P>4 znb#oUF--Tqw$>aoRHE^W+E+{gS2RO^G9naojLRgJrum2}MLG2)F*^Q8?;5MhRpG>X zo9>gF$~QySUl#3Pcc^=~I4-)-W!JSiHJ+8E!Cb6%OQ5j2js*1~%ny&opXbtm7UhF6 ze#H7DWzi5_sXklQ4l@4Jg*UKZ&K;=iG~eqJ%sT0?FSu+Ed1FzH(G*IcM4h;QY(wJ+ zRlnkfZb~|?*lBr!Qkt|Mz2h{#f zsNlD^uW4EE3@dhQvM_^T%JHHmJS-fu!0}J4L2z|AGamnxY0B2RQ-+hP9 zI*oZhCD9_vW^b_MvBFoxPWG#R#&*+#nr28Zm9n2f6cxvow`QVF#2I1CqPh@vCy-d^ z6d3sy%MXRvtsE_k!Qh3l0n`j}vAh&j!3nSmrHA%T7HQAs4C=U=gt|r{fm$cD0@Ivx zQ^DiOF@U4!Re+q zT#0@o?q7LT)~myxsF5Xw;Eu!@!LpRaZ9)S#f*N>Z7#S9gFVI0}*e_vBOV33XwBr#P59O$q(HN-GG051hhT67oXQOYo;aNH;#cM0C z%M}+kdXQ{cK$Pe$su@#%A-&&LG)j6RkQ<&Bv}9m_H0y_|nRITxS{b^SW^S<6j? zEFf_kPvR2QyjzkERWwp}1Qvm>@3wt(le@EAWwBxDfG1+Zl$1Y<>N-rm#?;J{yRug? zid(eFh+b$F&uXfGc9D4m=fZ32+XtjDi2@H5vl0g`VS7=+0ahS?zV+mQ`B_#a-Oth+ z>bBt&iE0>D@nPqjGZmfaNaIoJ@m(3;F4k@Pe!0AXt=s54X6n6YlcK$nO`(D9?n`4T#GE|R-Uhwk~QmJMoMaj!vJ+Tn?8zaQS@Q^?^f?ALLW{9xO z#xu;j+)`$<<{>9JF9dI?d#9}lo3ADnrxkO0aqvYyw+n864D({squ7;8`XV-qx-JRe z@iY?W=@FxvaLdBIcH*>x1=X2Kh|%Yd4@Zj{#)bSTi}xXDHV@Ho3&}GKS(s~BA@DF- zbM3K@q9#iF6nUzzHBXocuwpp$OqAPP717Kwt7R!5CsHtyDZ1NxQHOj5`cG8ga@k9W z4LDsOU>SpdP6}~;H7OFi`Dd6B7p<4#_)uF-#Hns#8t)|)n0{VY@;`B!Ni!!&dLF4v zg5NTxa3al*#QG-L$a(F547VvuOO^DIZR!GfqdoYdqR<4I&zvxQ#1lczo}4Rqu`tVc zTyjrc5GL^x=O#neCq4A3ce|1oUJf#j2yJFfFG_#+O zjBvqzU>rj|zkP(lRPPw^_ZhInB9sIx8H1OVTy1r(PLlbrF%b{G^x8FD2;GUsm?HKd zqtBwNGd^O*==@zZztEh%i>qneFBe=Fp@k=`R!(NyJ?do z(GJgxFMS}^5dE9D=#JuOX1FWzg*-3}1`>{3cIxz;l+Qk1Kb>@p!DSADcRs(Bs_)ts z7RA*x&#aWP?r~G@(n$Mpsm-%H$li})m;6p~+ZZI#o;0iL6eBhNIHY_PO}N72W~?25 z-&Z*-vzYnGLT@b&VO!TtYF!7{seDzkCwXUymZ9W9ccvH%)E;BLkxr!JHqLHrBsoD{ zPxEo4f_Kb@kfP3ltF=07-x#&ru5r3k=-6=OTjhoF6FYyD&!?8{=f$sh5o_9V*~2l# zA0k3*4jm@P`CHXv2EF3fsPnmno9_Xfb*rXZtgQIL^ zbY!2lJgKj-k#*h(_IzOory%q9)cTBA7pvYX`J(d0oRuhjVt^>45G8=6)lJO1uu&Uo zGncM#_dG5X<4!PKd#^3F$SGNQ!SjBllFahV+%fm^icr;I1J5j3gtb|S2@yGe0`X9) zVtx#Im?0E`F-ahT=H>1C6SdgNOW1N-Ip&g=!Fiio9_QlibQvJ1*>4{22Sa4GG4%8Y@h34*6BC7+^z-+wbv;n;hB-(Cb=2zb#n zp>yj@S^qU%l^K()pIYZ;h1S3}e-IX(<_sI+G~rCRs#sy9!fz2`ut{b)kcQJ6krHDU3Xy9T7LqWFi!x7IcSWQxv^=8ppf$vuUU7B$M{J zLrm@3v`ANx(@UV*ToFfeGxE1a6+|Z<2HrLK=7QW{Sej8#`?y_yAF;eUA-_6VEEttL%Re03 z2_(?7DoOaZ{8lsvhQZzyv z4Pf}LXCNAXx&<#wPvTh{!K_uHOwKH_sI2OKiD}H@gJ3=rW&dRnw^bhJ9S?SOo5qB* zwX~p&JK7+aIK)0@8VQ}Emv?_YvrkV!;#n!$lvtSJGV!MDtrcI zOl`|jKeJKBY-^O0GwiXF zr;wybB}JG)ae~Q7gYIM(hu+=w?anG&)v*hH)5Q0fTV5T?b?O~5l=Ap71Qdh!1fZ*o zOk@O5CRZ)hI^&epg+gVUW!_f%ebNwfY<1Yjdth%@q(#Tf!TTBe>mmg|xIlE+$>9r) z0lMpd3z8~hKi=xuvvU;3V%X=7V1lRWnU|Xg@j`()T${Qv+kgZkIuhX3beXoF_H2An zm4tcp^UO1-AYShSNla^|t*0J6W+L?U5zupXxZsz*XyXEDGonzWxvGHa;6(cq5yl6X z4H#>4d}qxIhICtVz5W+*WcC%9mSiva87gpp&t?$11RG1=uBz{uTkW&F=ZGWA^|^oK zBtTNL&rb9j*~Y_;L4NBi4^b-T`|tZ1rBlmi9XsBNJ=;`*LF063>zb{D+sY-v`h|3UpXIave#iKeP(i{&|a*`q|%rJy*W*FjFn{sGv(CG6W2JW z?HP3Ay{JydF9q&DbKoID%&2j*EQou>o2gb^_r|)zmtEyj4LWe%5u)*Wstr6Xz2o=k zY5DQ?*dVLBIxsA4RswmbcZBOJK2<<}A?}t|v>I6v_Uh2$9Z6Kb4VsF+A?nV!%VS-d z&PdOoZ9W9Ua# ztz1rOB^6XWex>&WL1PQG56A+Pni5(_LM^nY;!(`qP((dog0T30p|PF3pfe=mOs9H; z9{%hwTQ1=XeKdwhmSlKLbYVSzM0>Y=2|VbpuQr7TkH=eK4Sa(2T4Q95Y?2JT?WoAd z7RMiH^Z~_*J{D5xEX}`Z&(TNH|Ncc1@D-64JgJ#?z^^i>1UM*O$Dz=y>b(JvO82r- z+YpL(Hc~AT4F*hzOAFCUamekkOwhMf4>8td8rzhth*HrkBUqb@Cl0b+^u$IIvLX-Q4r|n6OqQFZrO&N^QNJG&CiO zV7L|RUHIkJ3&$_cj3hrsG2WO@2JVyF$o0`!4# zrvA-SD!NUs72fPvo_&me0P%-Dht_D;-OVW?*!8WCj&L^QOP-L zDn>++nr8Arn7#vN35WYtnj!ePR3`Wp8rhYqzBO#u%ZX-yvh*Cz`+0?#@&SxB@-Q%f z;eqzMAO=G6ok^lf_U7YtM%UsV{aRF)0OtnZl|nH_YZ&^tnpUZZ^dkklB2j zN?*+fBJqdBD0ytH21dZ7nwi)mJ3JDFr}X4!#|jJ{jFpr=)->7QK|ub5|8ShMUo8)+ z(Uw^lf|Nw@ZbwLHJn9rvE_g@$IXGY6GC4)SRrWG}dy7U=$T92>eUkSaU=0cEnaXu6 z*A^MSTOy+3Wn|ROjyKXAy2UHW@2BO={%>h)x!l?Tr`WF95<5&MEC_V+^&F~%^x0)$ z9T6<4R0!EGkM9MB&5bZcq-XWrQGvqB&Ps4u z6Ga<;eTa5(Bjp8vst39kLhMUWIv8Ho<4cn(?Hv+7FhW^61$!Cs;ZrSE3;7%u%Q3Nj>rG7qKN>sae7M>f)6L}A&D(2*WtO{WYb zozB1{?f@xp-A`A+DXDG?A_M}x}PHm%O_EZkrx(e=IE>Q&Ho;2hS?l{ zjm;d0YRf$kBKM5*K4QccToClPuWKTPz?9&j8TL@2^^`D>9=kkTy(2Fb#j5BJ*t+Rj z1}Lx)W_}TlrG25eEAk^$8Cyjv=1rtNk*XL_k4v-L2+2DIyyEJmTS{av?kDaTpk9)7 z?vGt;1k$K13lZc@xK_P_ynyT`0VEfHPM6aX5xfZz4oipw;Xvg28^bZ=NqKq;($u#{ zqd$vcGq+72F0%{rFd)DtAn}Xb>D9Mpr?NWu(zg#O@%)POR}F151{(ORc+TQ8EJS6) z{ouLQ_hGni8Q%E8ajV#yqKnU#wK7A@ODA^Iem0j$F);QdI>ouvY(rz2>3dgyLE|UT z*K48T`WrGxNMJ0sjp4@t4djvK~XGq_R=ax1n5GOQ%dDxYB`AcPS zR&JnYofk>z>GlxsH9PQok&zK(2o23fhCOq4A=LS2tBYVrVe>ZB? z0BtZtZ7;T(R&MyZ3>?%}YWX-;-aE@^asfm428xf-=o=%~?4VC<30JFRYvz<^8)8t} z`sik~UW=Kz(zZUK>A@9+G~0SLoI>-ai|f|P(x0R2pP_cW#$5oqu%s-_98}AD-;}3o zpU>iP9IEZC1t+(*dH#SMjAdPwf3frTB;1;phxP6rr-XaeNNO#|KQ>nbv2<@(EJFUt zGgOz;d4fC{BM(Z)?^#PWR z@K6dStH??J@HHJ8J%BFv&yqcoOo=1p5QT4{!I^+>94@x1(YtS+=|UcV2f42D*Gckq6bWJh=&wLbT+2BXg&e;gT)-}Qzq&VqRkZTV8ww5+8A)4D=J~B(# zAW^iMK=w6xdcV4Uxj2z{e|(GM$Ueqd2Pe=zlPVs?MzS#QRkp$ap2Wu11!g(Cq|KNE zuP^7BpE|H+#LUt%G~&V4NR0wXy=5h8Mix5RKZi)%x3BNB(D}fr4?}tv2vZpJ+IF;V zsOBO|!kd1_jbDXfFdU_2=7%~GU%6p%9u7BWCW9klAqa;&V`XpSe|uMnLc%6^nQ|#G z)eF*fq-Xm^qpNMM{ds=%A}Dcvk52VF-N?$YB#VwWCb}9P2y;L?GAgl=sEDJ(j}(x( zau!4Bp9u`PW>Vk0zmSGP{>+x}G`zYXQ%+Zg$@#8Z4^0XAGdrfr7X<Bf|F3hqg( z_|VunXX~%|NZpeUqLe=Rv}m^ivze|n>~3469qI_A#uEBHIA}FmHOVW?sC$T7y~;=^q`{1gHYUs^GH%~99E zWN-Nu6>#;U6yE3VYsy=UIVR02nzH80C^6cU!Knttf0OYt!r*ulaesNCv%b-pXnIWn z;0td<(MDKOIg|)PJX$=kU);o_yT%S5!YH!tB4ZD_ND4Hcz~4;=!X^pAsWF)f=Q-x0 z8BQ>a8`tB1nKEG&bMc{T6e*73l>-76r_C2cFn?NC!C#c!7%&Hau4>?e}L6%M+=f4dkd0iSl(u3)=@=yOjS(n82x(FGzb z0HC=)X3GO}EI<`2MJBY0~BT zf2yp*^S*t*C)&5vTtRCEAYS%%{j`8~I;z5zt6E(s0CuEga%Sdn1dX^0OzzbGUyQi1 z734cQ{de$+*9vH2%}oKR;HXvJ^)qc(FjMdqqU$jmZ`kSq^a5=NaCT|2hPKg$rVhMp zy{Et3@ZkXZn<81J*60X-g;!k2K5Qn#f5TM96pC14OZSTrGDRwIkrC0Vj<8<hE1CghXrLR63W|jlAcN|K zrTSm4#cN35DMjZL(c+m}L(lM7L}97w`*u;ZE)IR^?`C(AB_$}G76G@aeVZ*ff0?XQ z5oI2_RrRZoQ}BGNtHKPhezRtm@WYYVT4f$sHCe6o;vG|+n@^+E4N)WFcdKF>z4&}= zdUpRKbnMw74{{Zv#bR6rd{LnWxNvI>l4Ko-p# zW_m;rI4*;?LXTendlMr^C$I`-mlGuo5x1J34`?|MF)#`*Ol59obZ9alF)%kcm%*P8 z76dUkH#nDp`3@+5v;|Nb+!iei6e~rFL$ToQF2&uoxC9a)SRlB&Lvg1_OK~a1DemrG zoZ?QQXyNh6z4yEK|7YHt%p_S`*FIdA3P^16`g2RiF+4MOQljCpUnT zPl%IWh=T*b#la!?uRthF2p|n~gMa`kYyd^51K1gjRtoCq34>T!yFB;#*IxjG1tWk{ zP>`SH&vbxOg?3ga!ck zJmKH-Ia|OWjxNq@&JeplW@P`P%=0nJIDn*}_V!>07iY9T_(?-xV2kH-_hkS3a%~-; z?hfAnLY5E*kmVm^fLtBfbsQj0u3!b}zhj^%Py{^u35OX+H> ztLZZTJ@UVul9EslfHx}-fR&4z8^FuW58xAj);GjX;9I{$+@=W~t!%=s*1b{A_H_&;aC$@NTs$m1XI zIl}W#_+OW0;R=I2zgU0n)ALRK3;+2%g25hO3$(>KsD*Hd&DW5Yn=cY1?yTEmZ>MRu zb<-JHy%%Avu6LLyDU4OwL2IyI5-EdSua~!E7_P*ZD1Lh%Hr1kpHz#R)yZ3o8P0*a& z{)V{Rh7y?Q8}VvW^_F$yf2q0Kk{FiS**?7~Wh%7k;~fi-jWYZ@na{E0#_ff>#B zD3<%Px4}Bs``cNsm2zz^=MG{TVgn+w7gsnVlXTvad#Q?q^WMdUF>7ys=W{q1+2Gbj zdMSK{+bNHQ43!md2s!Lvi-K|^G``57f z*kiIY5dQKy0>%tdaf?Gy_4MA^SVX+iKfF>pJpMXv=rv?$x%m=p6Mwluaz*-gxRWoQ z3Nq>CjzEV`flXEkO|^G_x6SyGx zqnA~J-^}4&8g()n4iYcP>U?K&I^TKZInEz3NEcAL_i}e9t@E@?9xqhjHOFb7u(3!u zHoz}Oz|4qZN#f5fm>VorsusGT7FYZZsuZ96CVK=wsuI3?-Dz5Xntu<%rnX}KdUyD? zVNdih3US8ZLpadCu^~;DG)nafFG`+QpM7ad#NcaR!CparcyAIs0g24$XT#w!y1ZD0 zS6w`Nv)8{cVtyc}Vi8$8+FCY5s2Wye(-KHN3=UmX$##iZX=W&u)EGyO#*1i8s|Pi9 zJYmI^e|~#ax@kCnLfW0QX#9oRFMY&dy3=66bI4<$D&}i=b$_5PowQ-X^gdh`9ZubL z^QCaxwuH6z?n&U)oDG}l@3GjtrD1uBx)q0=Sd)XBKKHo6X_ba)CJ+0@ zS%Mw?$~3$Y(W7MyHrO_9dAy^gH-~hG51)A1ZtngEVdDdT_Nq2(pYaK{n<7mK#MQws zN;5C)v+aJFEYs;O2M|WD^m~&xd_4PYFWd8G<+P0KLv30+$;rA=?G4eyqkTAXK9AV$Di8ncTJ2t)gdRH>@u4NQ0pLqMfIew3q zRA?#O$dA&00uVfu=+72^W|I1Uf)gA5PTE6=_){9eChh<>BQgAB z#IQCy+=Nra8=d6|+5PJ4_$JO|7n$*(sfLx0;uw=30|+^ZyFY!EHPIAHW&M!y;i9Y1 zi68{UB%AU+27!sw%Kdtmt0SL>y)ZAgk-J^IY}4oqzt?x5*TEzw={{p*1KWDW+0Vde z8IK@;efs8s((41>2w4mNw+=RKT$`=4$a5BWd-3j^=&=tsBYWHd=D7;S;n`80o{e9H z-jDpiu$;>;Sw4tP+CDfhyf3!2I-+fN%)b|boKvWgGthgN#La#k#&j=x)Y{PkXVD8t zKb;Rxl5Ey+jgNKg_>y1CRs=}S7DK0Fn-h+IaZM0|JJU`K3UiTP9WFl6r^Hu;VZy6< zPs*l8b^|xEbO!?OZ^ngrSF#J#?ImUgnDgGv4|%N&eM-!-AfN~*GUGPU#zf0icSECl z^X1D{=RtXb@wKLAR;koyDMXVh-rs`MmlDSt%wqkLhcvs({fr0ViC=|^7%HbUNjdwTV`Edl|@Kp&pS$sTaHT;Q=HEzcU_G2 zY}SN8FP1*w``(qmECHL7b$U0_wLVFI?!~=b5U{k^ePmI!Qpa($$gHB`ax+s!up0S? zDW0O$l({?QW*YiPi*rxlkoHtET!nPU3-h2sAzdd*V}D3rzWcW%v!}g+5=4|3`t2^W zb!!vkE_7|}IE69?`AD$ckNS_;t)qz-@2|V_%y3qI&20sy2mG2}0nitdJ4UR3VKTf$ zEYs&~+WA!$nWxh}SzgS3q;`j-jYexmcSPzP!a$_dE5s&s1Q}Hl{Mhax-^+^Ywkh*4 z!{cGfOCGTum$%sb5S7`(a+y;E+O*@PHy<`%abii8|HTGSOZu`W(7W+cRn_6zphxZk z3B}2El)Rz8dQK%7q3yEM>VAKJ2E_gXfei(E?8ns8nu@d0+=eyO4#so58LmU)Jo)Mi z#R^b@J7P#Z^_F-u;jFSnW+n!}M$f4m_9cGpgL9FM1BX*=GPP91aKFUa?v|?pulKMZ zVG~dJ4)JHOE$`cdKDsRZ{38hYqWjOVVIRU`q7PwiQdQCFV6QD%#Ol?5*nKnE;7vso zHOh{%N3Xv8{_amQY>Wb*B(h!1nA66f2a5;EsFf8M0l{8)W;>KVkNy=vrpi&!uFk7? zL=;9g7X?ylr-b>(2y!Nl7kN%60nOC`Rie8gs`&jnFMGNBCg9UTBYvGDi+%sm?s}9mIQj+z zyl{s`Rji4OG0vEO%-urW)xNSvl;XvwcgyG{>8h^C%z{r#SUmjL(VlWx43k}tYik(A zff!vKQB)OPLz|dTwJy_SpK=R>M^Z1zf}LRT27>?zij}t8b#dS)ut(}PiMd$(t|-+Q zehU24Ac}rR=;=xJ9AV_XcA=GItsNrnVyvLfZ`lLIDlsa5979Lru2)M)LylwCF$803@=_)pjI6Zso<8WOHlV& zCIo0xS(3(oP$7zeuhSm&is%wG+j?aB4__G%E6Y@UiF@HmGKqmo*+7y z`sa`W@~H5)0Ci(RoYuj*^CkjK`1Z$?hrN_$g%>QzR0CpJACdxpZJA5vj*ksI%nSG| zf0rB2SzS3b5^k19M|0@gK(^qDSgZ1&&>KU>%j2XJ6I#dLz-~(2eof#)P2RmuAV%9X zd7WZ^6%wV@4mR}4%mt6ah57=9)~p%R?xc^kb1eK`$1K=!8Bm+2~)_LeCc6X&k<&IRQBkswQd z3SQOAqW)WE(R~oFoZqPbLRVuB7;wN9O*R86BgKJ_+A=nG_M&ee5ZWFG>Ppm>W{C0- zF{AxPDCBird#gyUeQ{TjBp-nfFHo$%(LmtPh&wUv{ZP#sh}Cj)hnnN^H07)QaFp!Q zga5He(W53sV18g)ll1!r8=;Z+keTa$%99~}1PMi5(IxGE6L)7s+(RgTm(eWDAt+2$ zk)rP4F?#$W<9D8Hg>CuQS2ai%ZE7~{X{~Q6*OqpeYf*H;Z)PW)OH^jxrA0HA-lV7g z>|94FRXo>!cRrjYP2N#X{K2|lLr+avFGhc!WA5C2GYr-BMWraWb{9%ymZ&O z&OYKvTUhF0$zF#PhU=THH8Ft~jP;pgoi0@p3YZ!`_%)Mscr7=Jta=82>g-5Oh=--= ze+nbXl{Ri3UbA=o5H`kl@2j>?EW@U4UT1(k+vJytZOR?>?qlrX z!PkkpgR>1xOpFp}m}1&{-A=l8{3ah=1BTm>g9&-%mxJOv;bZ(DweC+lLm^JO(P6-Z z3*xHf3c?&AXF^&OH*zL_Dix6tWb$;+{rOEBK~)7Kr1U=CSnJspELNkWsM{aP%(&FjzU;MXJ z`D5k*+Ee1GR2n47?v7(NS@=n_)_R=RHNx~)#S=)iCWTH|BI68yr$7DgI(g+fUWI@K zUYo`P$4p+4P?)|1r7_!;X;XQVL-@X!y20M5eJA)Bh6*2ViJZEd8&ql?yk^Co;qfj1 zi|XWY-?R>w*oBqU37$q^86LGGny{m?AJWlSx9B2m3B({3d0m$o;P5r_7xQF7V=$))W))jagCVn`gxX^zBC$B)Wq zwaI$5)fh{wx6;W#Rpf0^U?2{xg=ao#R-E`2)K;3-nY`;(#fw*iaL}C13&!t}w$x;9 zuz0HuL3na5`>vNDK=zn9GhuHZ9gz85Sf-*%`Jl%*Ti&OCLMy53OLceyfck2n9i_eK z>}Hs(wrG3zOUJi9tWvvO%&V^?w;5Z2f$QRn5G_7Tg4?K_GjPF4XFDY~d;qGXzP8ot zbVTGO|j8$&ox0%N?y+TuFmt@X-E=GwtOz*Ygo6{|e z;Q23k31!89Ug}I5!zF22^P1ZrCW>7<)nmeiICET^!SE711ou`~)83*NM5G*RMBJZE z+wHsGzF^;5^Vc}PtZ}ux-28}kPOtD%74hS@O|d~-C!5mq3`Vq}_lKF&Uzv02^CfWl zC&?yYA2+|1@X^UnBufd-*~5^0y7^&Waem6((h7xtUns&J>qS->%B+qv1PISoD)61eA|&e} z&>MlG_LOcfoqf4th`lu=7~S6}9=M?Bt-r^Ahj6>bXyR}qXlFU`CYbw>`yJjTitKaU zckmONOZbKc=4QP4tgJVq# zay)BA)9`?sgh99D?=&K6GTgk*ce8qbgU`Sbi|0IXX2ty@;1cue^k%WLcl1?2k28F7 z^e(22QG%EK`S9QTqE)t~q%J>3RwiF@Oi{ryNu0CBw4^F`5Z-o8c@Cl98_wL%n21oa z7IM;j;Z;svRl&wqU=@8Nm`zqVf#VDZQD@^Q3ZBqqD8#)8rLG2y_gcMQtG8f(`X-4D z&sQ!IJwruRMLr%68BgK}G<#LF`3(?t&RGLY3Xj5xEF!cWiT?iwp9i z_|9ecB?G%*kNB34uvFn1oG}o8#>Z;olahTKz zfi{x3&svdPa3^-o#`+{^wmFfBVV{-J-<4qPz-!&jK^5lS8TFuiH-^lAXn|n>n_gX-sy?~PmC~puD0r1fZiA4w*cPK z9BJM*JmuCsE|=dSRpruuzt~h1val)TE)25dLQ_qw6XKSViWgRUJ>*6u;!iM8BOxaE zwtXfXm^e)|;Ei{8r!xF4s{R+9ukwzA>xV*rqR%|vbKe<`tTVHHGz~RBD5i1wRTj^A zz*g@&IM+YjX)*aw<^7{fL?p}Y=z6(vjbOxU?lN5D?$s#VdFsG_#HSTF!4VkpDp6e^ zRknGMOMS*rI*sT4MCn}qyCZj5fdMZMIcoL;W`S{p%|T;x9nHwwS|QcEV=33HzWk9vs55;8i>#elOoWXJQk8Mu zoC8f^5>e@E2E8?ZKTs-(VQL8sa;UG~IHcq7ZBgL0#C;TmZ1Jv{V@v;5z5Yr;PVcVV zg@FOT&4TmQhAL$rPS>r*Q)SHD(k-j0;Fgq*Wj0J6r7|q|^<;gEoMDh<=y4A|T~dj9 zheu;AodOO~X2#QDK^){Q1J-a_-kz6GkfARiljh(~bPjQU(zrH%SHaG$(o_9%@c|Sw zZAkti$OXIEYtsFP@T4`I#b?3Ps(n3lErBB(?+*!>vmf-!6?ts&otw_+X<*D*E}6f> zcla4Y7}xCSqLp<=G-fcil=+hwD{8EM1vCVP&HqdoO{k}0i|A;1vIIoDmdX0fw26lG zg-~VaSC9~YKWWvK%^Uly^cU!*ly&rli0ydXO&)kXBqD||z{!s?#FNN8;zNh{6_X6- z=0TxclQb3YZb6x(-Uhr$QiKtK$rZ^h7m+1h>cbjc=kG7M6Meg02k!V8kE=@jp7fwB zL_fAnKBIk{%IN98`QqNSNQx0~6mi%+T*I=^t}(ZN6;rF*T^?NuKb(scUnY%5UWrLa z;u4F=b=r+kGZJUzh=WKcnugrUY3d63eR8vmTwjG2JimA?~BcZ_nM3V5|?& z0t#>CN@1)+68(Cp^r~1XJ&m{1eKq^UMAy5o=}R$oJF%6F#s?hSyo_hiwIKpN1QB7G z#dQ8{vqsGm;@tsyG2l&h*eZMT)XRGO39NvBP0Gml<|N9vv_eI+I1$VP2m4GUs<{<$ z`e6dsinv6!-Heo~EU$VuK^O=2*GHCjCN0vYWUu}F+qRjO4YxVyb5xpE_G7lD7w3OE z{5Hb@OwLSH7XoG?WSR>%u`}6l??t75S5Xj!3YxCMy1Cik9f3Kg3Nu6Y2EQJDJ>I4l zkr;mPX#2qy;l+~u-M0zS;pcccb=5b2DGTa&5)fLZ33>7H*z zH1;CFlrGDgn!-4X0=VY$g@>~D($cl%1g&C}nABMWVi1`HGkMvRUyjjhrk`x%-(Nk^fawTET~EbK^CV< z`?CcvNY7u19=@Dz_oC9io3!kOR^T0FjzZVv)WA`|;zs!Gh92#e-?F_#T_*+cernmT zMyn>P<>_KZ!<5lv$C(9*61S3nkvBMOaxn%%g* z0}a~J)*|sYppue{*Zky>K=S_p3dS6QE^CAv?oAnRt@tPXSTk$p!tp=G_gQZ7&4(^;zk?sp4GQbmgxAT(pyJPrt_??lBv%LKa2KgEFg&rt-F+yqPtlYEYJ2M!CYfxRf?We^JmSpOG2^JeOX9W+tx>#Qi!uyzBK$ zStL$A=2YW73EvzeqM^!ukR5uP+V?SzzHWm~yNj=U zWi|vE8pR&d70UIcTDATj1nkIdmo~I?v_~`*MOM4Do~2cPncT{^QEDz9YQMAnSafU7 zj6c_$d+%z;_)*a#GrSU!Jw8mr+|-B^-G)z<6Yi7lBr=!w7e87H&teNJ-!Yner3cM@ zO7tiQl~8nUrkGM>5_3k-z|0v36R?Mzd#BT6D<@U6bwcZD17N){a$G%DmMDdzEl?Bd zw)d0yN}tVttnJ|KYvyb)uGI>_xR%dVe;)rB$=?qVM=b4_>$}4q3Q+{}Yh2G%9z!iO z1*X7dZ9~Su_PK#pKx+c8yxyN)+DfdOr=YWA+0#ZX0itTsb38+8sQU1LDwwUbQ zTb$o48y4{35ss82P@!Iu&Nfx=UpQNXaV1wWnb)1UQ4^`VlTsME^I$I!mcIVU$LS22WWGGvUN zQ0?4*?LBUHaZPnsVS9jkIW$76{4#>iD(?tEoZ}j@#*Y$YwAf@G*S5yG7J-)?lETqh zA8Tzjn-JS}{6R=8{>;XKXAM>L8#lTGwQNkFske}CT(ggrpk)!lT%N;XBs}8M-1I|& z5n*w@z8DgY^BYid1Ph}T1?YP6F^N}}UV>16%bub9p)Fw6K%1WGoglG8`w51U9B;15 zQr~bpRXyiBdU4{Bm(X_Jgx+vXJ=a%=4gF<>mI%181Grx)%)#&E}i@kV_6w>KJ;L8nF1@>|As$!x>u(uNN8` zCfX9NbtPB&%{8Nr`Ee93MD~+6=YlvT1r@XnI1gt>cgD?5o{>!zt~C11}TT_i&=j9WG_eILbE+5@$p3J zv)MFPUZHQb$rsj9Z8m1XGEttP4n~Ek5byUku9}W(SBE(}%X=iFC?=fnOMt#qpel!h#sZg}D z$IsJKX;=47=^z}_`(C#d+-~p*9-DVJ8Li{%Q56Le&-T%hjPk&y$X3($nCQ(8B)*CK z4Ri)T8>-Q-KfBFg!dV)TixJ5>$-DLb_K+CHr|72l*^RsD0DMPY{tu<8nV;IBrr;5C~Fp1IoIDVwNQiU%P z2eb@D)_pWbJSN|Z6s5i%Ual4dkuWHc_yu+ExF_H16CSR$WPFrsYN$4!Z@*lMc-P2# zo^FH744Z$*SO6v%xGdrjYYP-ao4PKn-k>?W*PNsBK{d~L(Qr1gS&cG(P-)h<2V#oB z*y=Xq2aKkgJ0!F`d=F0zlUcK!^H%}X8429Po+XQeG>U9l&320_&UeSYkVWwXuY)4O znF=)W9wksNTk$bBdyf0nD0v%Oc~iQ{MxJD_j#GL9bALyu7{oZXt>Eb!>ds;kCh00$ z2W3*fbuL1FdSmi{gQYir;pP1#)%;Ro@8fq(Z9l^|e&{}3`l4pZl8*OgyUf(p6!%Pb zopzZwG_Xj_#?2e~_FmXa8;B3A~j^G^3gIZn_PJ7s{=0bO$HVW`Q0z z`dA&&n~U#fgW?u^%X?&PEaDL;?gbgt&EZ6~SkP^~*{QeLZHa(?V9C0RE>^N!RO0k3 zrpoz|AYH#nHe$gQVLdPY2}}HXA;~mm-*X~a{A%^5WMAN0S5z&&d0}Z?jnFypDa9SI z>X>6poF5Zmm4Ofx6vaa!-+>zrjH~P8V1Ws0TYAAjLRZYgwQMDV@d+{4q*`ITn1MjQ z&_H%(4jc)F{vE@AOj7)|ra%P*wQW|P?{P~>-ACG~%&hD^;jjo<>lO`z0yZpP{fg0O z;c2e|G?&K2T6vVx;y4n`HXOC8%Qd5bqrK&Xq(!5pK0~F^&&l;0S{H2ROuw;yb?S+K z_=3)i-b*L4SS6R0lht-#DH6z9L9aN;rXAq8?$~C@*9`qy=zW+)ojn3 zEmUzK)U<4WJ+u$03qi)Qq-JL!nLI?dH)T$y?7RTQM2=+xcrFhz^Q|MYt91@na1Z>h z=juZ&Mn;;^uEl`ZyW?B68yn=Wi(g+UdFTxx(ggc8d42FZQ=lkYJx4uJSe4;Kf?q1h zWcuJLcOFmVY)0HLJQGmjL|j`;odXxPBP~1}@gCoQv2mN#(>{8digM^?vEANI0>Mb$ zvU|c8N62ZEK%K^Xme#tJoP+=DVMZ+9M_eSAd)Qw6QQZLA)e%p>r&Y`&TPCZF{*Krc2E)=%`My6zgX| z+xMn_&XtD8J)EH&EE|9+>E`}J!AKbjh5D9$s%3SCmU9|?YaccKGvDhbzCg)`8d+;< zY7oi{wQf@UFaH@+fgiVj z0xm_-YxQjjcUTO~>@`fq?Ndai!qwv-$z{$5UqA7_y9TL4JJ~LfHpBM~oaX(urMu+4 zFc_~F*?@T@>8bU;qj{S5FHA=CY(~U}^s%IP&j=Vui+k?t;}sIg^l_ zx>A}3D!Ecnc7t*n$t1ZR+I^FDHlt~O`4LdE!EjSSO@vdU$l!+#{i4K>&H0X?r;LUC zbF+Q*V!`T}hNJ79T2a4eUf<4|GqB|c?pFWl!1yOQ_jSrXN#;%M)t|ret4u%be-F;a zQpy=%TYZqrQ}f#$%4TWAKsZ}1Qdl932J6tu>v$cl7JZfZeoeealT^OynW6lDDluL& zDhpW)zcCw$b-slt!%^iPuddsI!GpblzrQ(RvGrF3Tg;k#X(t8hZk!+Xgbv*X{>_!| z;Zyd>s(6l%-VE=qyAMSHBXUh+W5!Hu&O5W>WbFP}~m+plLU*xi!$)7KkWC|f-}#dK7Gwx zLD26)a0nOKdvDr!avtYj7~`qCGKM#Df>LMrWA238hmPtpuQ6q#cTy~d8V+y0Sj8ph zBmmv4U@VoPl2cA#om6Yw!rLz;tK&T5Yd`CTQDAgP3!Ac+woe&0M{llN%W~Qqvx|rl zC>$ws?zFH!E@HaCGzu<%5HD7y(+U$rJc*&NR(42o*m43Iz_0wYxk#TplZzUpi z041~Y`da5hWy>Zf`d#UY#4S!%xxWu5k<;&~c3vGea=h3dBbgPJFDx9qFVD$`$|Lct zL>PPaL3XW&pCp7t6>NSV(Xym9c(NiWA(g&TE0h9z&hHatCq>SGxWAE`eS<1}lp|w! zy&#ho$SKvAhhpab^Gr_dLFP8`1Gs~dwXW)R^={b!%I=@vl`p!DQu{^@ONPST&8KRx z0$#Mocm#$CQV!JLCXh$b*VA})SUElnY)ac=Oo-8Vn(>Hq)Fq|s`@lEUF3~R8W~EKc za@{guK?0@ENmTTI_qfeoG+#$3SvrE&y-fJdLFvSCJ?h+=#zTRaBp`(&gmKP(pcx{#t?JqTP4R$drFJW*9iK-(;7$X5j%_m+R3?b zHt*B!v9jq>EwcvMjB4%r;YC94W63E(6kqsrGw&L^BHEmPKL(lgcli}(lxJ!Kl|Lp@ zgc$d*zrM+*HT*rpy!&mb-&pv@D45K&G^GixK5s*^`N}G93P9>wca-xg`M5HFmQ{_i zo*YO2W(5gQetmmT*(9300h5AX<2 zd=)kB-TsY0`nJ-Vtq}>Sr-DvbSie{YDRvTQ;?@NIu%pT+wJiIaNy2R9BWBABiU?mk}im6Ssv35dL2dHwrIIWo~D5XdpE=H8PixXb>xZ zQyWRPe&<)z@Fm{kA;##6%O`S-V{#5sX-JD#;vzI zE)>cIS$I4@gu=t~2+zGQv@|dd1Sta~$wC_-0v>4#iiLx+K zXrLWfgL9*US2#QZsmjCqP#6yg0819>k^*QnB0xt%N4kQj71|cKjnhKxNC9+zN8m&X z3xpb+;|d>W6_TbAq)-H}@lh;aNe;*nP4 zQ-_Npwm9w(WC@2U4H5$}z;6^N2-pwMffay=)W%~ER%!3B2P=#)a);8Vf>z z+0gSIXTz@*NSlTg04~mf71p4CF!7xw<_)ZH(m517^i05~u);;Db|fl??JU>& zwgXI+3H00EO1!1|m3rd^18i7b%u!*{hidXj)f|vTJXmuY|ralJMsqSk; zJ@qXD!+lin`czcY`dIW6^|=TYp9@TtZzp#b$JMO(4FG$#Uz8`+_gV3|=64~I%66et z`iHQbQ`F`%r@F;)##xKw3<*>ow?Ha$v4Mdo|06hP(ZeBZ4Tlzg??aN$dCc@NgJI5O z3x>rAZi++b;-KBuaLD-@f+1rjhoq(S3)N&phK=ko9M@sEd@;FuxX0k$uuli2@$$Gl znT&3y_qgcducF*LE}vE3#uwGmi`}9;C}xv~YB^|`q*w47gZ9*bi9nsbIsaF6!KWSE zKw^*_*1?T}w5INVYe*RCKBPN#InFQ%pxt`}Z`;G$#J@$sGUZuG*#-=4vEps0Y}Ry{ zw`wKktsPRfZK+KTR|895RUjvHwMqckzV1VA7`CAvuBRS0u7l9Z@o01V8P<{F>Wv-wUr5~CAAHu@x9>f!haKgtbrId5WfdNTn1b$oZkv? zJuUP4Z@0FVrYv+jElh@z!XHlgd@t4U?!V}a2as4T@#(~KDE_x%SV46m3SuRQg8uVCvhbBUg9s86xyg+lm01#4aAhd>-o8#h6vSF1<4 zHB@rD$_n>?d9@BfGny61{|%0RVvCL1&pW^Q7@rt;4c5V^mHG+5OnrI+wWNiWNEze)=OV?~}KDmVv%bEsuCFfF7?r(gQTWIB1KbXAYi$A_?Mz=4me>XAMsz zt;S19ToH|`_u+NCGq;S1m-X&Ek6J0X)d2kJ4gW-2GD{W?_AF5Afp>*z4zE^{RFSo zJg$NbHDrGXOArRpw*mk$CgRZ!p9WZ4V;rMGT~qQ2UZ*OUnbt~yBe1^%NIen>^Bt{{ z)W-{dU4cLtyt_s)97#0SQf`^C`o$>F5N3{qmCkJr~|5ysP;7^oF=mcm`Fe1iAK zG@>oE8nnuT(?qPC5`dcpC-ncnEB~V3@vL$53egc;?pq;xy;WK%@HRjFuD)!AO{rNt zTAw!`$tKU=J1J4Wsa-e~Z;^SXL*3#wgn$-*LM_G(Yc1FTw>*PbRj8$@&4}dFJm|9} z%K|(Vdqasu|ge)Hp7X9VsEmSOvKUhs;DIBS<2Y9Dox<9&CVy zYl#E}Z47*rM)%+XI#Mu1-(qz^n?Z(VY8JFL`kEl(RyC?)8{nY_s%DI%mDpMr(ShK9 z2Te+&zYGWg_xah6v}w<*#gnWiu&KrO!DtF)fp8?x?$F72M*&TH=!ZZ7nPwV56V?Y! zjud>lKu(fx<0-f;FQ)?(MKrwk=k0M0dMk&zVo59^pmz%q;bgz2H9ckE2HKz{66646 zjcdF_(Q}(-1QtE03yD*a*76Bf;%PyDvW}rwulsa9%`pOn$t~}gKh+lJ*SjsFbd@&k znYDaYK8HsJTwQc;qq#<%Q`O1}r)yDK$P@_@XtY5!_lz0)M>C_Y9Pd@Oa*L5^XYAQd3|96BJ58 zv>`(XBs6rIA@Dc}T~IOv6?TM`AhMt-9pNd0{4MDOX0Lc4dRa7okhhTJfemR>z)aPn zOO?VK+TWonc}cE35V(qrao)Cnku$uBq>NBd1}M>wquckG4MIpkUxO`sXh?v7M93vQ zdK@QkTst&*DJ1290y8yBQnloEtwO!G8nY^^F&i@)Gdt%o9km#9u*#qi(QhSt?er4Z zgK&!CUc-cEa3nJ%#o3sV*I@C%- zQxgj9+~}GBtLthgIKi43-YYgE?K0>>DFr? zB4K9gG#QNJn1^;4>tX|CJkPcseXM6|pfQDC zKS8!4rAv@Bfi9CPbc$+!5~`YP#F0SdC9c;FBaO3YqMdA#8kObLHcL`h`BjhP<7nZ4 zk%cjfnWdNLL;}~~nj8(pC5V@S>OIaAbfmo1aLtCu1oU)R#etJYh8+$qU+; zq8p-#xI4-y7}-dYKtupl+6$k$RwBsl92G;UD&7F#w}RM1(T=Iqc%H-WCs8^Fv_eV@djxW#LQ|Sb2`0!7#>tJM(*&7$k|oW=m>w|)BR=wsKKBHS zzvhH`fs_#cc?z88{`fu$Mb!rv@R>m8D#6Fhd-<#!KATl2^eiK90pt)H?^CtPm5bdX zx2bqR)nc<{wkXK3!lV?7e}RN~3EqrPhu;PxLDN1w7U~NH{DzsMNJohk?{68-lt>HWVa5zMxgxFIzjTMTwY7c(i8<8phB^yqJ1^p|0zfAjLR1zn?yZ0PnScK zr5UOx$rZZfv>owg4f!~v$_q=i57iABxBWK9FE^aL%>`q~dvdEF!bps2^Bf1>X^;Lc zI^-C&Yu6J<)OB~?P0|5(9p9AltoX=+bCmr8-Gm5K}^y;vDi9vu^9 zmXdh9_r<6Y$%Auxiz&RN2wzvQc*7#70%dL@rM)iF%>*m6f8vl%_pFgJ6i)OU`5DTk z>8gtq6v2iNGc+y(Rq%nXZ35q3(J7w%uOuZ^qNP;awr$vGEMF;6 zqJWQ-VVXk)e<3HIP<>!A;3)7rN+=?Q&Pewknu4>oj&75}k~T2nARD|xcT{G})bb46 zH}YjY+PR_&B7@}&9b&=Lhg5U8x~J-t5HkcSpf~~LBeSPEn0lY3WUkVt9kZ5CYOzZr zo^noa4dtqV{8CJxgP=FTkS@|JL#k@Y^#o-|anKI=e`e5;%T=igHFZBI%3V1t3(ZV! zp$a88nGHE|nR7sMNOFdFgr${amW?F9v+;Z_kF)4lOiW-7Pukg1(#>}UtV6zj=2>f_ zp@1nH0rPq=a!;2LnjnbVhS2noi(({4tQEk2LZj=jO!c?DSdVizx6wRIY%V zA^eByE1f%}eE@t$$M8@GYy$aKk>B?lqk zB?PzZeKp-c=fSeyvJcL~YMxT?NTe_cM&Zc9e_V3_x5>TJ!FfNQnY+?F93(=i%FB2A zkv6BT6@~<5K-BUGGw-cR7t$u($8cbAQKvf+n`UaNzpNnzQplsDj3#>aS+>E4cSwE8 z6;cMrSsR~AEf}P14RGp{gVFD|prVbF1hali`ZV6s3Q7bMJS;larEEUWG18C#V{WO2BOLW0Ni54ebJ7DW6U+@Cz+aEbWwgqx+ZD`0LdS|4?kF#AEQ;PZA#<%tqJai>J3=ud4#K zKb}=Lr?3$`IZKP6G=)8`MicxR%m0*5%f0eh`MlgOUzP{uFXdtRYx$;pTOQ%p&dc}Z zsJtkvl9rZV#_;p4D!<%4Ovg;yt}PR`j+~2^<~Dr2`#*@ zCgZ!ya#BvKZ?Ixk&aNg^RnGprD-^pM zY~H^aU(Vmm?#rvu?9cHff2hvG&CO^w#_zv)`Tc@7@01bHZi7K9omTti`_) z#H%@(!D82k#Sg=hcx!Xx*Wu>m+3xPy8{p>fU`WbZ)plUQBj&D`nfp&@H7gjyZZd}# z;5=W0(>yIdlxO9~@)MZG==%N&4dlFZ6NnoV_Du$$K~{TG`#}*_*VYe#%?W7dAR%O^z|#k&Mo#JvUZgC=e}D(F4#fj z7>qHn{;kE7Udu6_ymM zU+=$r^_F-IOFSGge=EhdbUzF-i#mUr*hFQ{RJhIMS`O>Q$%o_pW8yLna2cCOXSc3 zY=M)gI%QarQQluaOv^vYKOXL8)#dp$&8pwz2A=Y04GWvL-!WtW~H^nPN0*(NhJpUV?h`;pFHLu^VvS+BI%X zYzI5Hh7)*|+`zAZ-@69E72H6_0kGwNY1fHcG4VA`wJm?*F&q4D!6+a(M=0zL#(v%0- z1H^M(-2gr1*GV;k$is1P45i#;T3ujKS6)}sDG%R_Z$Y_ltFKh;@%}6XWC<37Fsd)t z)%WScfB6*lez=8cZSdC$Nv~cXzkmOnz#oW7kVHoOcQRVhRoxb#x5EY0{bYR8t_bZ~ zA?f{_kI#=@5j#T#fCYZ=U;W_!`|&|-LzRZ3(rAjQ#`Je6-me-xU>Pr9b*%_;c6@g7 z?1Wey3LyenwRmxgUr3GHV0Ac%pcT{{Hu~J=e{U_Hd-Un#<0}^BlFUEi|1FYqQ{lJ4 z-*CP(z|&f;Zh!yX`;Sk7r<36e3)|#OW=rLa3oB<$9QEs*=|j5D>t*-7c=LF4UnR`^ zu`sGHjOcA4tmX2azkYr4?udjC9+N@bTH!pbST+8LeqMOx*k`B{+yghNo!eAKtBsXg zf6JfleK>jh2Jh2PP6n%0z)Issa30Xf!h@5t1r@$+pi+2gzHY7BPI~6oWed6I&{^wF zS7Y2-uJ+{c<>}kge;gh^JsdzG6h9gI?`@j?icIGkqjDIm6^~!HFUd`&;DILXu;B*W zD(v=fKBKod2;1zArWO6obMG^!7VGq{f9&Y5srSc|=?o8tp`G%VQT;|jaQ!g8oLx=n zAK=m4le_n~V7He@kzb#p&L=lrf>f6v6EcGAoSta=3zh~CCKy$vN=LZWC*!F zNpXFWx}RxuDRMoEL`G2zbAm)4qx9cS)*`6$VM3Rl(4{Aa0eYnB(<9fXr~7e0e}^F5 zS8CZ(>X;$q`xL45De7FZcM0k#wT&%;a)@M~AiV)Z?F;fQK|Q6`g9HiFC&;W%Q0ErA zOORWRkWd*y3kcf4Gj=YVy99+tL^e13*!PR+U%{+JPv^S0Lyvhxra&?Zj0b+6YY$1M-5N@wu&Jy6)d zN4IaTy7ct4S=#~ai3`Ztz(sfOdO8Hzo;r&G>%xBv+#_fM58b){=+d)1?J&86)_r<5 zaL}C#j4nN989upniGI!zHgM0KONK5vJ$+U!c?p*h6#E2i;GR3T0$qZ_AX0*|q%1DL zX9MrtE$BP+xJUBnmU~{HK#hC;4{ua^-e4HLJ^sjppdbRxfN%j+0gWS|6gXob1PCfYE08n-5>t?|>vNA11Wl(1oA-SQ_@>@<2rmw= zolpBBLHN?PWq$(rI!(>ve3E45P9xuaRko|9+IMvWL{c|@?&?+3cFESd5=DRb-VO;z zxTx0Mwgo~&=r#4zu3FXW5{TBmG@G3PloTd^D0(16q7fo~OvL3kA~F!g@d=RI-`PMW zyItnXNw&DiMuFrp5c|TzKKBzvr#R#kC%2ojML4MsZn(3S+op7H{TKGv(`wzqvrmBX z5WG=f$_MV}fbikvKjMOU1sO7g!p7b2<%0^DQh%wlpVYNC4LazBv)_b>7)%G(LIi;^ zgv56Ct=^y@F^qOSA01NOCztVp5EPb;5MEG5H9<8uIXN~rGetx}LqS1AH!wFuGcYhY zGc!R$H8DOQJU2!)K{YoyIW{*lMMObEK|w?}FgHXqFfchYGeJW&F+N=iFHB`_XLM*F zH90qzp-T`ce3*{-ZY^ z%^ zwWVYUe*)ezsXfXT#)fqxl`KQxX}>}6{X>J0l{k@3(h!{O*X0Vb9Kpqiw7l%m+Dejv z(9~Cbi~gCzq??>%O+Ql>$wcVGlpb3}vJv_|sLTB%hvbsgB#*2i`D86wM+!)U6p|uR zOxBYUQcB85IoUuqk_u8usz^0L3#ar2n_yM;e`(qbtF2B`4Xmq)KUfRvL9?bhSkFr} zZGrW-OH)1U%xjvq!fw2;X&da`B25jjFDGu^4tr)&QzPtO6Plt3N9Hx{KzLwQQw-t9 zFEs5$_{|edO$dKp)U*puFiq2LI0bP{d*DPzG{xcE@M_u%=XJZLW;nkqHSL3&e#XGf zR~Qkp-U&G}Yi?eZkUt<43<*UtG;Yatq5P&$aYv}05^B9deT~p?T8Q2gn$8JvnRd4& zS7@CVIwpnwZ^F=^a8?G+J)f%s;wQ;)FZN08Qla?|3-NtOmnM)99}6%zH!}()B}Gq0 E3TWO0!2kdN diff --git a/papers/face_monochromatic_pairs/paper.tex b/papers/face_monochromatic_pairs/paper.tex index 276a30b..b0702b6 100644 --- a/papers/face_monochromatic_pairs/paper.tex +++ b/papers/face_monochromatic_pairs/paper.tex @@ -795,6 +795,46 @@ cycles, so its two endpoints --- which lie on $V(K_b) \cap V(K_c)$ --- force the two constants to coincide. \end{proof} +\begin{remark}[Empirical near-proof of Conjecture~\ref{conj:face-monochromatic-pair-on-merged-kempe-cycle} via Lemma~\ref{lem:both-kempe-constant}] +\label{rem:heawood-empirical} +\sloppy +The contrapositive of Lemma~\ref{lem:both-kempe-constant} reduces +Conjecture~\ref{conj:face-monochromatic-pair-on-merged-kempe-cycle} to +the following structural claim: +\emph{for every chord-apex+Kempe colouring $\varphi$ of every reduced +dual $\widehat{G}'_{v,i}$, $h_\varphi$ is not constant on +$V(K_b) \cup V(K_c)$.} We have verified this claim computationally on +all chord-apex+Kempe colourings of reduced duals with $|V(G)| \le 20$ +(including the six Holton--McKay duals at $n = 21$ as a special case); +see \texttt{experiments/check\_heawood\_on\_kempe.py}. +\begin{center} +\small +\renewcommand{\arraystretch}{1.15} +\begin{tabular}{r|r|r|l} +$n$ & \#col.\ tested & \#non-constant on $V(K_b)\cup V(K_c)$ & status \\ +\hline +$14$ & $216$ & $216$ & all non-constant \\ +$16$ & $864$ & $864$ & all non-constant \\ +$17$ & $4{,}650$ & $4{,}650$ & all non-constant \\ +$18$ & $8{,}070$ & $8{,}070$ & all non-constant \\ +$19$ & $21{,}138$ & $21{,}138$ & all non-constant \\ +$20$ & $107{,}874$ & $107{,}874$ & all non-constant \\ +\hline +total ($n \le 20$) & $142{,}812$ & $142{,}812$ & \\ +\end{tabular} +\end{center} +\noindent Since $h_\varphi$ on $V(K_b) \cup V(K_c)$ was non-constant in +every tested colouring, Lemma~\ref{lem:both-kempe-constant}'s +contrapositive supplies a Conjecture-\ref{conj:face-monochromatic-pair-on-merged-kempe-cycle} +witness in each case --- giving an empirical near-proof of the +conjecture for $|V(G)| \le 20$ that is independent of (and consistent +with) the direct witness-search check of +Remark~\ref{rem:conj-3-6-empirical}. A structural proof of +non-constancy on $V(K_b) \cup V(K_c)$ would convert this into a proof +of Conjecture~\ref{conj:face-monochromatic-pair-on-merged-kempe-cycle} +proper. +\end{remark} + \begin{remark} \label{rem:conj-3-6-empirical} \sloppy